diff --git a/data/resources.json b/data/resources.json
index b0fdf13..93140e0 100644
--- a/data/resources.json
+++ b/data/resources.json
@@ -2073,6 +2073,104 @@
       "Conflict & Humanitarian"
     ]
   },
+  {
+    "title": "Impact of conditional and unconditional cash transfers on health outcomes and use of health services in humanitarian settings: a mixed-methods systematic review",
+    "authors": "Kim Robin van Daalen et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1136/bmjgh-2021-007902",
+    "description": "30,673 records screened down to 23 studies from 16 countries. Nineteen report some positive health effect, eleven find nothing statistically significant, and four report potential harm. The fourth number is the one to carry into a design meeting.",
+    "id": "impact-of-conditional-and-unconditional-cash-transfers-on-health-outcomes-and",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "conflict-humanitarian",
+      "mixed-methods",
+      "systematic-review"
+    ],
+    "doi": "10.1136/bmjgh-2021-007902",
+    "journal": "BMJ Global Health",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
+  },
+  {
+    "title": "Cash and In-Kind Transfers in Humanitarian Settings: A Review of Evidence and Knowledge Gaps",
+    "authors": "Dahyeon Jeong, Iva Trako",
+    "year": 2022,
+    "type": "grey_literature",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://hdl.handle.net/10986/37369",
+    "description": "Twenty-one experimental and quasi-experimental studies across five outcome families. Its value is the map of what is missing: cash against in-kind head to head, targeting, cost-effectiveness and anything longer term are all thin.",
+    "id": "cash-and-in-kind-transfers-in-humanitarian-settings-a-review-of-evidence-and",
+    "access_type": "check_access",
+    "tags": [
+      "conflict-humanitarian",
+      "cost-effectiveness",
+      "quasi-experimental"
+    ],
+    "doi": "10.1596/1813-9450-10026",
+    "journal": "Policy Research Working Papers",
+    "license": "cc-by-nc",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
+  },
+  {
+    "title": "The nutritional benefits of cash transfers in humanitarian crises: evidence from Yemen",
+    "authors": "Sikandra Kurdi",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1016/j.worlddev.2021.105664",
+    "description": "A cluster randomised trial that survived a pilot turning into a national emergency programme mid-conflict. Cash plus nutritional training raised dietary diversity, and height-for-age by 0.3 SD in the poorest tercile, where the transfer was largest relative to the food budget.",
+    "id": "the-nutritional-benefits-of-cash-transfers-in-humanitarian-crises-evidence-from",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "cash-transfers",
+      "conflict-humanitarian",
+      "nutrition"
+    ],
+    "doi": "10.1016/j.worlddev.2021.105664",
+    "journal": "World Development",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
+  },
+  {
+    "title": "Cash, COVID-19 and aid cuts: a mixed-method impact evaluation among South Sudanese refugees registered in Kiryandongo settlement, Uganda",
+    "authors": "Daniel Stein et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1136/bmjgh-2021-007747",
+    "description": "1,200 households facing two shocks at once, the pandemic and a cut to monthly aid. Food security up 14.4 per cent and psychological wellbeing up 24.5 per cent; no detectable effect on COVID-19 preventive practice.",
+    "id": "cash-covid-19-and-aid-cuts-a-mixed-method-impact-evaluation-among-south",
+    "access_type": "check_access",
+    "tags": [
+      "conflict-humanitarian",
+      "food-security",
+      "impact-evaluation"
+    ],
+    "doi": "10.1136/bmjgh-2021-007747",
+    "journal": "BMJ Global Health",
+    "license": "cc-by-nc",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
+  },
   {
     "title": "World Development Report 2021: Data for Better Lives",
     "authors": "World Bank",
@@ -5024,6 +5122,189 @@
       "Education"
     ]
   },
+  {
+    "title": "Improving Learning in Low- and Lower-Middle-Income Countries",
+    "authors": "Noam Angrist et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1017/bca.2023.26",
+    "description": "The benefit-cost case for learning rather than spending. Primary education spending in low-income countries rose about $137 per student between 2000 and 2015, an 80 per cent real increase, with no change in average learning. Structured pedagogy and teaching at the right level return about $65 per $1.",
+    "id": "improving-learning-in-low-and-lower-middle-income-countries",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1017/bca.2023.26",
+    "journal": "Journal of Benefit-Cost Analysis",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "Improving children's foundational learning through community-school participation: Experimental evidence from rural India",
+    "authors": "Deepak Kumar et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.labeco.2024.102615",
+    "description": "A trial in 400 Indian villages comparing community-only accountability against school-community collaboration. Both raise foundational literacy and numeracy; the collaborative arm pulls ahead only where parents actually visited the school.",
+    "id": "improving-childrens-foundational-learning-through-community-school",
+    "access_type": "check_access",
+    "tags": [
+      "India",
+      "education"
+    ],
+    "doi": "10.1016/j.labeco.2024.102615",
+    "journal": "Labour Economics",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "Supporting learning in and out of school: Experimental evidence from India",
+    "authors": "Martina Björkman Nyqvist, Andrea Guariso",
+    "year": 2027,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.jdeveco.2026.103906",
+    "description": "A cross-cutting trial across 200 villages in Assam. Neither the in-school pedagogy component nor the community study groups moved learning alone; together they raised maths by 0.11 SD and language by 0.09 SD. An argument about complementarity rather than about either component.",
+    "id": "supporting-learning-in-and-out-of-school-experimental-evidence-from-india",
+    "access_type": "check_access",
+    "tags": [
+      "India",
+      "education"
+    ],
+    "doi": "10.1016/j.jdeveco.2026.103906",
+    "journal": "Journal of Development Economics",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "The effectiveness of technology‐supported personalised learning in low‐ and middle‐income countries: A meta‐analysis",
+    "authors": "Louis Major, Gill A. Francis, Maria Tsapali",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1111/bjet.13116",
+    "description": "16 trials, 53,029 learners aged 6 to 15. Overall effect 0.18 SD; approaches that genuinely adapt to a learner's level reach 0.35 SD, while those that only personalise feedback or interests do not. The distinction the word personalised usually hides.",
+    "id": "the-effectiveness-of-technologysupported-personalised-learning-in-low-and",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1111/bjet.13116",
+    "journal": "British Journal of Educational Technology",
+    "license": "cc-by-nc-nd",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "Improving learning outcomes for out-of-school children: evidence from a randomized evaluation of an accelerated learning program in Liberia",
+    "authors": "Jeffery McManus et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1080/09645292.2024.2410773",
+    "description": "Liberia records 2.2 learning-adjusted years of schooling, among the lowest measured anywhere. A ten-month accelerated programme across 100 communities brings out-of-school children up to the learning level of children in government schools.",
+    "id": "improving-learning-outcomes-for-out-of-school-children-evidence-from-a",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "education"
+    ],
+    "doi": "10.1080/09645292.2024.2410773",
+    "journal": "Education Economics",
+    "license": "cc-by-nc-nd",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "Digital personalised learning to improve literacy and numeracy outcomes: a randomised controlled trial in Kenyan pre-primary classrooms",
+    "authors": "Louis Major et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1080/02671522.2025.2605645",
+    "description": "1,955 pre-primary learners across 291 Kenyan government schools over 13 months, 0.53 SD from baseline. Worth reading for the decay after midline, which the authors attribute to running out of suitable content rather than to the method failing.",
+    "id": "digital-personalised-learning-to-improve-literacy-and-numeracy-outcomes-a",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "digital",
+      "education"
+    ],
+    "doi": "10.1080/02671522.2025.2605645",
+    "journal": "Research Papers in Education",
+    "license": "other-oa",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "Pedagogical features of interactive apps for effective learning of foundational skills",
+    "authors": "Bethany Huntington, James Goulding, Nicola J. Pitchford",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1111/bjet.13317",
+    "description": "Compares the five Global Learning XPRIZE apps deployed to 2,041 out-of-school children in 172 Tanzanian villages. Six features separate the winners; free play is not one of them.",
+    "id": "pedagogical-features-of-interactive-apps-for-effective-learning-of-foundational",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1111/bjet.13317",
+    "journal": "British Journal of Educational Technology",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
+  {
+    "title": "The impact of a participatory intervention to improve learning outcomes and reduce school-based discrimination and community stigma in primary rural schools of Afghanistan: A cluster control randomized trial",
+    "authors": "Jean-Francois Trani et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.ijedudev.2025.103409",
+    "description": "83 schools across three Afghan provinces, 2,519 children. Life skills, self-efficacy and reading literacy all improve, effects rise with dose, and girls gain more than boys. One of the few learning trials run in an active crisis setting.",
+    "id": "the-impact-of-a-participatory-intervention-to-improve-learning-outcomes-and",
+    "access_type": "check_access",
+    "tags": [
+      "Afghanistan",
+      "RCT",
+      "education"
+    ],
+    "doi": "10.1016/j.ijedudev.2025.103409",
+    "journal": "International Journal of Educational Development",
+    "license": "cc-by-nc",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
+  },
   {
     "title": "Tracking SDG 7: The Energy Progress Report 2024",
     "authors": "IEA, IRENA, UNSD, World Bank, WHO",
@@ -5256,6 +5537,144 @@
       "Energy & Just Transition"
     ]
   },
+  {
+    "title": "Improving Energy Access, Climate and Socio-Economic Outcomes Through Off-Grid Electrification Technologies: A Systematic Review",
+    "authors": "Cem Yavuz et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1002/cl2.70060",
+    "description": "47 impact evaluations of off-grid solar, from 18 databases and 29 grey sources. Kerosene use falls and uptake rises; reliability, affordability and energy expenditure do not move, and the effect on time spent studying shows publication bias. The most honest evidence map in this field.",
+    "id": "improving-energy-access-climate-and-socio-economic-outcomes-through-off-grid",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "impact-evaluation",
+      "systematic-review"
+    ],
+    "doi": "10.1002/cl2.70060",
+    "journal": "Campbell Systematic Reviews: Better Evidence for a Better World",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
+  {
+    "title": "The false optimism of electrification: why universal electricity access has not delivered urban energy transformation in South Africa",
+    "authors": "Charlotte Lemanski et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1016/j.enpol.2025.114506",
+    "description": "Argues that counting grid connections measures proximity to a wire, not access to energy services, and that households in un-serviceable settlements are permanently excluded by design. Directly relevant to anyone reading SDG 7 progress figures.",
+    "id": "the-false-optimism-of-electrification-why-universal-electricity-access-has-not",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition"
+    ],
+    "doi": "10.1016/j.enpol.2025.114506",
+    "journal": "Energy Policy",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
+  {
+    "title": "Distributional justice and rapid green energy transitions: citizen experiences in Kenya",
+    "authors": "Christopher D Gore et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1088/1748-9326/add27d",
+    "description": "Kenya is on track for SDG 7 and is held up as the African success case. Focus groups and survey data show the poor carrying the cost of the transition, and a gap between the national narrative and what citizens report.",
+    "id": "distributional-justice-and-rapid-green-energy-transitions-citizen-experiences",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "survey-data"
+    ],
+    "doi": "10.1088/1748-9326/add27d",
+    "journal": "Environmental Research Letters",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
+  {
+    "title": "Beyond access: clean energy use in low-income and middle-income countries",
+    "authors": "Annelise Gill-Wiehl et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1016/s2214-109x(25)00532-7",
+    "description": "Makes the measurement argument plainly: SDG 7's binary indicators overstate health and equity gains because they cannot see fuel stacking, dynamic consumption or the gendered burden of polluting fuels.",
+    "id": "beyond-access-clean-energy-use-in-low-income-and-middle-income-countries",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "gender"
+    ],
+    "doi": "10.1016/s2214-109x(25)00532-7",
+    "journal": "The Lancet Global Health",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
+  {
+    "title": "An Ecohealth approach to energy justice: Evidence from Malawi’s energy transition from biomass to electrification",
+    "authors": "Rebecca Grant et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://pure.eur.nl/en/publications/433b86ea-ff2c-4190-970b-bb79053f7159",
+    "description": "Malawi runs biomass cooking and hydroelectricity at once, so deforestation silts the rivers that generate the power. An argument for analysing energy systems against both human health and ecosystem function rather than one at a time.",
+    "id": "an-ecohealth-approach-to-energy-justice-evidence-from-malawis-energy-transition",
+    "access_type": "check_access",
+    "tags": [
+      "deforestation",
+      "energy-just-transition"
+    ],
+    "doi": "10.1016/j.erss.2020.101875",
+    "journal": "Energy Research & Social Science",
+    "license": "other-oa",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
+  {
+    "title": "Energy justice and gender: bridging equity, access, and policy for sustainable development",
+    "authors": "Raghu Raman et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1007/s43621-025-01375-7",
+    "description": "616 publications mapped against SDG 5 and SDG 7. Finds clean energy adoption reduces unpaid domestic work and strengthens women's economic opportunities, and that policies written without a gender lens tend to entrench the inequalities they meant to relieve.",
+    "id": "energy-justice-and-gender-bridging-equity-access-and-policy-for-sustainable",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "gender"
+    ],
+    "doi": "10.1007/s43621-025-01375-7",
+    "journal": "Discover Sustainability",
+    "license": "cc-by-nc-nd",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Energy & Just Transition"
+    ]
+  },
   {
     "title": "The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19",
     "authors": "Asli Demirguc-Kunt, Leora Klapper, Dorothe Singer, Saniya Ansar",
@@ -5666,6 +6085,176 @@
       "Financial Inclusion"
     ]
   },
+  {
+    "title": "Is Mobile Money Changing Rural Africa? Evidence from a Field Experiment",
+    "authors": "Catia Batista, Pedro C. Vicente",
+    "year": 2023,
+    "type": "grey_literature",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.2139/ssrn.4436702",
+    "description": "A randomised introduction of mobile money in rural Mozambican villages. Remittances received and household welfare rise, especially under floods and idiosyncratic shocks, and migration out of the villages rises with agricultural activity and investment falling. Read it for the second half, which most citations omit.",
+    "id": "is-mobile-money-changing-rural-africa-evidence-from-a-field-experiment",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "financial-inclusion",
+      "migration",
+      "mobile-technology"
+    ],
+    "doi": "10.2139/ssrn.4436702",
+    "journal": "SSRN Electronic Journal",
+    "license": "",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "Mobile Money, Financial Inclusion, and Unmet Opportunities: Evidence from Uganda",
+    "authors": "Jana S. Hamdan, Katharina Lehmann-Uschner, Lukas Menkhoff",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1080/00220388.2021.1988078",
+    "description": "86 per cent of the microentrepreneurs sampled own a mobile money account and 49 per cent use it. The gap is the finding. A choice experiment attributes much of it to fees, agent density and low price sensitivity from thin financial education.",
+    "id": "mobile-money-financial-inclusion-and-unmet-opportunities-evidence-from-uganda",
+    "access_type": "check_access",
+    "tags": [
+      "education",
+      "financial-inclusion",
+      "mobile-technology"
+    ],
+    "doi": "10.1080/00220388.2021.1988078",
+    "journal": "The Journal of Development Studies",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "Fintech and Savings in African Countries: The Case of Mobile Money",
+    "authors": "Claudia Chilundo, Hermine Vedogbeton",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1057/s41302-026-00339-7",
+    "description": "Harmonised FinScope surveys from Malawi, Tanzania and Uganda across 2013, 2017 and 2021, instrumented on distance to the nearest agent. The contribution is the decomposition: mobile money moves saving onto digital platforms and away from banks and ROSCAs rather than simply raising the amount saved.",
+    "id": "fintech-and-savings-in-african-countries-the-case-of-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "digital",
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1057/s41302-026-00339-7",
+    "journal": "Eastern Economic Journal",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "Do financial innovations improve financial inclusion? Evidence from mobile money adoption in Africa",
+    "authors": "Désiré Avom, Chrysost Bangaké, Hermann Ndoya",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1016/j.techfore.2023.122451",
+    "description": "Panel of 50 African countries, 2004 to 2020, with propensity score matching putting the effect of mobile money adoption on financial inclusion at 12 to 14 per cent. Macro counterpart to the household-level trials.",
+    "id": "do-financial-innovations-improve-financial-inclusion-evidence-from-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology"
+    ],
+    "doi": "10.1016/j.techfore.2023.122451",
+    "journal": "Technological Forecasting and Social Change",
+    "license": "",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "From expanding financial services to tackling poverty in West African Economic and Monetary Union: The accelerating role of mobile money",
+    "authors": "Melain Modeste Senou, Denis Acclassato Houensou",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1002/jid.3881",
+    "description": "Uses Findex data and a recursive bivariate probit across the WAEMU countries. Separates the purpose of use (saving, borrowing, remittance) rather than treating mobile money as one thing.",
+    "id": "from-expanding-financial-services-to-tackling-poverty-in-west-african-economic",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology",
+      "poverty"
+    ],
+    "doi": "10.1002/jid.3881",
+    "journal": "Journal of International Development",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "Mobile money, and the welfare of women and youths in fragile states: Evidence from Mozambique",
+    "authors": "Lwanga Elizabeth Nanziri et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1371/journal.pone.0343349",
+    "description": "900 households from the 2019 FinScope survey in a post-conflict, climate-exposed setting. Welfare gains run through active usage, not account ownership. The authors state plainly that their instrument cannot be fully tested, which is worth more than the point estimate.",
+    "id": "mobile-money-and-the-welfare-of-women-and-youths-in-fragile-states-evidence",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1371/journal.pone.0343349",
+    "journal": "PLOS One",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
+  {
+    "title": "Assessing household confidence in saving with banks and MNO-led mobile money: evidence from the household survey in Tanzania",
+    "authors": "Goodluck Charles, Renger Kanani, Neema Mori",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1080/23322039.2025.2535488",
+    "description": "9,915 FinScope respondents. Households trust banks with savings more than mobile network operators, and education and location both shift that. A corrective to the assumption that an account is an account.",
+    "id": "assessing-household-confidence-in-saving-with-banks-and-mno-led-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "education",
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1080/23322039.2025.2535488",
+    "journal": "Cogent Economics & Finance",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Financial Inclusion"
+    ]
+  },
   {
     "title": "Women's Empowerment and Economic Development",
     "authors": "Esther Duflo",
@@ -8620,13 +9209,131 @@
     "year": 2021,
     "type": "grey_literature",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://www.who.int/teams/mental-health-and-substance-use",
-    "description": "Evidence and guidance on delivering psychological interventions through trained non-specialist community workers.",
-    "id": "task-sharing-for-mental-health-care-in-low-resource-settings",
-    "access_type": "open_access",
+    "url": "https://www.who.int/teams/mental-health-and-substance-use",
+    "description": "Evidence and guidance on delivering psychological interventions through trained non-specialist community workers.",
+    "id": "task-sharing-for-mental-health-care-in-low-resource-settings",
+    "access_type": "open_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "Adolescent Mental Health and Wellbeing",
+    "authors": "UNICEF",
+    "year": 2021,
+    "type": "grey_literature",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://www.unicef.org/reports/state-worlds-children-2021",
+    "description": "'On My Mind'—the State of the World's Children focused on promoting, protecting, and caring for children's mental health.",
+    "id": "adolescent-mental-health-and-wellbeing",
+    "access_type": "open_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "The Economic Case for Investing in Mental Health",
+    "authors": "World Health Organization",
+    "year": 2016,
+    "type": "grey_literature",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://www.who.int/publications/i/item/9789241511810",
+    "description": "Return-on-investment analysis showing that scaling up treatment for depression and anxiety yields large economic gains.",
+    "id": "the-economic-case-for-investing-in-mental-health",
+    "access_type": "open_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "Comprehensive Mental Health Action Plan 2013-2030",
+    "authors": "World Health Organization",
+    "year": 2021,
+    "type": "grey_literature",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://www.who.int/publications/i/item/9789240031029",
+    "description": "The updated global action plan setting targets for leadership, community care, promotion, and information systems.",
+    "id": "comprehensive-mental-health-action-plan-2013-2030",
+    "access_type": "open_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "Suicide Worldwide in 2019: Global Health Estimates",
+    "authors": "World Health Organization",
+    "year": 2021,
+    "type": "grey_literature",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://www.who.int/publications/i/item/9789240026643",
+    "description": "WHO estimates on the global burden of suicide and the LIVE LIFE strategies for prevention.",
+    "id": "suicide-worldwide-in-2019-global-health-estimates",
+    "access_type": "open_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "Wellbeing and Happiness: The World Happiness Report 2024",
+    "authors": "Sustainable Development Solutions Network",
+    "year": 2024,
+    "type": "grey_literature",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://worldhappiness.report/ed/2024/",
+    "description": "The annual ranking and analysis of subjective wellbeing across countries and the life circumstances that shape it.",
+    "id": "wellbeing-and-happiness-the-world-happiness-report-2024",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Mental Health & Wellbeing"
+    ]
+  },
+  {
+    "title": "Barriers and facilitators to implementation of evidence-based task-sharing mental health interventions in low- and middle-income countries: a systematic review using implementation science frameworks",
+    "authors": "PhuongThao D. Le et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1186/s13012-021-01179-z",
+    "description": "Thirty-seven papers across 28 task-sharing interventions, coded into a framework of 37 constructs. The finding worth acting on: the facilitators sit in the things a programme can change (the intervention, the providers), while the barriers sit in the things it cannot (the mental health system, stigma).",
+    "id": "barriers-and-facilitators-to-implementation-of-evidence-based-task-sharing",
+    "access_type": "check_access",
     "tags": [
-      "mental-health-wellbeing"
+      "mental-health-wellbeing",
+      "systematic-review"
     ],
+    "doi": "10.1186/s13012-021-01179-z",
+    "journal": "Implementation Science",
+    "license": "cc-by",
     "link_status": "ok",
     "link_checked": "2026-09-23",
     "topics": [
@@ -8634,18 +9341,23 @@
     ]
   },
   {
-    "title": "Adolescent Mental Health and Wellbeing",
-    "authors": "UNICEF",
-    "year": 2021,
-    "type": "grey_literature",
+    "title": "Task-sharing psychosocial interventions for the prevention of common mental disorders in the perinatal period in low- and middle-income countries: A systematic review and meta-analysis",
+    "authors": "Eleonora Prina et al.",
+    "year": 2023,
+    "type": "paper",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://www.unicef.org/reports/state-worlds-children-2021",
-    "description": "'On My Mind'—the State of the World's Children focused on promoting, protecting, and caring for children's mental health.",
-    "id": "adolescent-mental-health-and-wellbeing",
-    "access_type": "open_access",
+    "url": "https://hdl.handle.net/1871.1/745c1348-a69d-4da7-be62-d3dab42eda10",
+    "description": "23 trials, 24,442 participants. Task-shared psychosocial prevention roughly halves the incidence of perinatal depression (RR 0.51), does not shift anxiety, and the effect decays at follow-up — which is the part most summaries leave out.",
+    "id": "task-sharing-psychosocial-interventions-for-the-prevention-of-common-mental",
+    "access_type": "check_access",
     "tags": [
-      "mental-health-wellbeing"
+      "mental-health-wellbeing",
+      "meta-analysis",
+      "systematic-review"
     ],
+    "doi": "10.1177/00207640231174451",
+    "journal": "International Journal of Social Psychiatry",
+    "license": "other-oa",
     "link_status": "ok",
     "link_checked": "2026-09-23",
     "topics": [
@@ -8653,37 +9365,45 @@
     ]
   },
   {
-    "title": "The Economic Case for Investing in Mental Health",
-    "authors": "World Health Organization",
-    "year": 2016,
-    "type": "grey_literature",
+    "title": "Expanding mental health services in low- and middle-income countries: A task-shifting framework for delivery of comprehensive, collaborative, and community-based care",
+    "authors": "Paul Bolton et al.",
+    "year": 2023,
+    "type": "paper",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://www.who.int/publications/i/item/9789241511810",
-    "description": "Return-on-investment analysis showing that scaling up treatment for depression and anxiety yields large economic gains.",
-    "id": "the-economic-case-for-investing-in-mental-health",
-    "access_type": "open_access",
+    "url": "https://doi.org/10.1017/gmh.2023.5",
+    "description": "A service-design framework that separates workers by skill rather than by cadre: psychoeducation, community psychotherapeutic counselling, and primary medical care as three distinct roles. Useful when costing a programme rather than describing one.",
+    "id": "expanding-mental-health-services-in-low-and-middle-income-countries-a-task",
+    "access_type": "check_access",
     "tags": [
+      "education",
       "mental-health-wellbeing"
     ],
-    "link_status": "broken",
+    "doi": "10.1017/gmh.2023.5",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by",
+    "link_status": "ok",
     "link_checked": "2026-09-23",
     "topics": [
       "Mental Health & Wellbeing"
     ]
   },
   {
-    "title": "Comprehensive Mental Health Action Plan 2013-2030",
-    "authors": "World Health Organization",
-    "year": 2021,
-    "type": "grey_literature",
+    "title": "Evaluating implementation research outcomes for a task-sharing mental health intervention: A systematic review of the Friendship Bench",
+    "authors": "John Patena et al.",
+    "year": 2025,
+    "type": "paper",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://www.who.int/publications/i/item/9789240031029",
-    "description": "The updated global action plan setting targets for leadership, community care, promotion, and information systems.",
-    "id": "comprehensive-mental-health-action-plan-2013-2030",
-    "access_type": "open_access",
+    "url": "https://doi.org/10.1017/gmh.2025.10025",
+    "description": "Seven studies on Zimbabwe's Friendship Bench, the most-cited lay-worker mental health model in Africa. Acceptable and feasible; the limits are an unreliable referral system behind it and no answer for severe illness.",
+    "id": "evaluating-implementation-research-outcomes-for-a-task-sharing-mental-health",
+    "access_type": "check_access",
     "tags": [
-      "mental-health-wellbeing"
+      "mental-health-wellbeing",
+      "systematic-review"
     ],
+    "doi": "10.1017/gmh.2025.10025",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by-nc-nd",
     "link_status": "ok",
     "link_checked": "2026-09-23",
     "topics": [
@@ -8691,37 +9411,45 @@
     ]
   },
   {
-    "title": "Suicide Worldwide in 2019: Global Health Estimates",
-    "authors": "World Health Organization",
-    "year": 2021,
-    "type": "grey_literature",
+    "title": "Transdiagnostic Psychological Interventions for Symptoms of Common Mental Disorders Delivered by Non‐Specialist Providers in Low‐ and Middle‐Income Countries: A Systematic Review and Meta‐Analysis",
+    "authors": "Éanna Ó hAnrachtaigh et al.",
+    "year": 2024,
+    "type": "paper",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://www.who.int/publications/i/item/9789240026643",
-    "description": "WHO estimates on the global burden of suicide and the LIVE LIFE strategies for prevention.",
-    "id": "suicide-worldwide-in-2019-global-health-estimates",
-    "access_type": "open_access",
+    "url": "https://doi.org/10.1155/2024/5037662",
+    "description": "21 transdiagnostic interventions. Moderate reductions in distress, anxiety and depression at post-treatment (g about -0.6), smaller but surviving at 13 to 26 weeks. Argues against building one programme per diagnosis in a setting that has no specialists.",
+    "id": "transdiagnostic-psychological-interventions-for-symptoms-of-common-mental",
+    "access_type": "check_access",
     "tags": [
-      "mental-health-wellbeing"
+      "mental-health-wellbeing",
+      "systematic-review"
     ],
-    "link_status": "ok",
+    "doi": "10.1155/2024/5037662",
+    "journal": "Depression and Anxiety",
+    "license": "cc-by",
+    "link_status": "blocked",
     "link_checked": "2026-09-23",
     "topics": [
       "Mental Health & Wellbeing"
     ]
   },
   {
-    "title": "Wellbeing and Happiness: The World Happiness Report 2024",
-    "authors": "Sustainable Development Solutions Network",
-    "year": 2024,
-    "type": "grey_literature",
+    "title": "A global scoping review of task shifting and sharing interventions to improve the mental health of people living with HIV/AIDS",
+    "authors": "Caroline Wang Kokubun et al.",
+    "year": 2025,
+    "type": "paper",
     "topic": "Mental Health & Wellbeing",
-    "url": "https://worldhappiness.report/ed/2024/",
-    "description": "The annual ranking and analysis of subjective wellbeing across countries and the life circumstances that shape it.",
-    "id": "wellbeing-and-happiness-the-world-happiness-report-2024",
+    "url": "https://doi.org/10.1017/gmh.2025.10013",
+    "description": "Scopes a decade of lay-worker psychosocial support for people living with HIV. Notes what is consistently under-reported in this literature: how lay health workers were selected, paid and supervised.",
+    "id": "a-global-scoping-review-of-task-shifting-and-sharing-interventions-to-improve",
     "access_type": "check_access",
     "tags": [
-      "mental-health-wellbeing"
+      "mental-health-wellbeing",
+      "scoping-review"
     ],
+    "doi": "10.1017/gmh.2025.10013",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by-nc-nd",
     "link_status": "ok",
     "link_checked": "2026-09-23",
     "topics": [
@@ -12647,6 +13375,103 @@
       "Social Protection"
     ]
   },
+  {
+    "title": "Distributional impacts of cash transfers on the multidimensional poverty of refugees: The Emergency Social Safety Net in Turkey",
+    "authors": "Matthew Robson et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1016/j.worlddev.2024.106599",
+    "description": "The largest humanitarian cash programme in the world, analysed with a purpose-built Refugee Multidimensional Poverty Index. The distributional result — the most deprived households gain most — is invisible to an average treatment effect, which is the methodological point.",
+    "id": "distributional-impacts-of-cash-transfers-on-the-multidimensional-poverty-of",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "poverty",
+      "social-protection"
+    ],
+    "doi": "10.1016/j.worlddev.2024.106599",
+    "journal": "World Development",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
+  },
+  {
+    "title": "Assessing the Impact of Cash Transfer Programmes on Socioeconomic Outcomes in the MENA Region: A Systematic Review",
+    "authors": "Anis Ben Brik",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1017/s1474746425101267",
+    "description": "270 studies, 2000 to 2024. Finds a threshold: transfers of 5 to 10 per cent of household income change behaviour, but poverty reduction needs 15 to 20 per cent or more, and humanitarian effects dissipate in four to ten months without a livelihood pathway behind them.",
+    "id": "assessing-the-impact-of-cash-transfer-programmes-on-socioeconomic-outcomes-in",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "poverty",
+      "social-protection",
+      "systematic-review"
+    ],
+    "doi": "10.1017/s1474746425101267",
+    "journal": "Social Policy and Society",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
+  },
+  {
+    "title": "The Impact of Shock-Responsive Social Cash Transfers: Evidence from an Aggregate Shock in Kenya",
+    "authors": "Christoph Strupat, Emmanuel Nshakira-Rukundo, Arndt Reichert",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1080/00220388.2025.2504425",
+    "description": "Kenya's shock-responsive scheme during the pandemic, on informal-economy households. Less income loss, less food scarcity, and fewer distress sales of productive assets — but only where payment cycles were pooled and transfers vertically scaled.",
+    "id": "the-impact-of-shock-responsive-social-cash-transfers-evidence-from-an-aggregate",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "social-protection"
+    ],
+    "doi": "10.1080/00220388.2025.2504425",
+    "journal": "The Journal of Development Studies",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
+  },
+  {
+    "title": "Impact of Cash Transfers on Child Poverty Among School-aged Refugee Children: Evidence from Uganda",
+    "authors": "Emmanuel Keith Kisaame, Susan Namirembe Kavuma, Edward Bbaale",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1007/s12187-026-10430-2",
+    "description": "Alkire-Foster multidimensional poverty combined with propensity score matching in Kyaka II. A 7 per cent effect, which the authors read as cash alone being insufficient against child multidimensional poverty rather than as a success.",
+    "id": "impact-of-cash-transfers-on-child-poverty-among-school-aged-refugee-children",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "education",
+      "poverty",
+      "social-protection"
+    ],
+    "doi": "10.1007/s12187-026-10430-2",
+    "journal": "Child Indicators Research",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
+  },
   {
     "title": "Wash'Em: A Handwashing Behaviour Change Approach",
     "authors": "LSHTM, Unilever",
@@ -13242,5 +14067,180 @@
     "topics": [
       "WASH"
     ]
+  },
+  {
+    "title": "Effectiveness of interventions to improve drinking water, sanitation, and handwashing with soap on risk of diarrhoeal disease in children in low-income and middle-income settings: a systematic review and meta-analysis",
+    "authors": "Jennyfer Wolf et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1016/s0140-6736(22)00937-0",
+    "description": "124 studies and over 200,000 children, organised by the SDG service ladder. Point-of-use filtration halves diarrhoea risk, sewer connection cuts it 47 per cent, handwashing promotion 30 per cent. The closing line matters most: no study evaluated safely managed services, the level universal coverage is actually committed to.",
+    "id": "effectiveness-of-interventions-to-improve-drinking-water-sanitation-and",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "meta-analysis",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1016/s0140-6736(22)00937-0",
+    "journal": "The Lancet",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "Impact on childhood mortality of interventions to improve drinking water, sanitation, and hygiene (WASH) to households: Systematic review and meta-analysis",
+    "authors": "Hugh Sharma Waddington et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1371/journal.pmed.1004215",
+    "description": "35 studies, 2,600 deaths, built from participant flow data rather than self-reported morbidity. All-cause child mortality down 17 per cent, diarrhoea mortality down 45 per cent. Water in quantity drives the first; community-wide sanitation drives the second.",
+    "id": "impact-on-childhood-mortality-of-interventions-to-improve-drinking-water",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "child-health",
+      "meta-analysis",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1371/journal.pmed.1004215",
+    "journal": "PLOS Medicine",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "Effects of a Community-Driven Water, Sanitation, and Hygiene Intervention on Diarrhea, Child Growth, and Local Institutions: A Cluster-Randomized Controlled Trial in Rural Democratic Republic of Congo",
+    "authors": "John P Quattrochi et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://hdl.handle.net/10986/42845",
+    "description": "332 villages, measured 3.6 years after the programme. Improved water access up 24 points, sanitation up 18, WASH committees established and still running — and no effect whatever on diarrhoea or on length-for-age. The clearest published example of infrastructure and institutions moving without health following.",
+    "id": "effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "WASH",
+      "institutions",
+      "wash"
+    ],
+    "doi": "10.1596/1813-9450-11070",
+    "journal": "",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "Interventions promoting uptake of water, sanitation and hygiene (WASH) technologies in low- and middle-income countries: An evidence and gap map of effectiveness studies",
+    "authors": "Hannah Chirgwin et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1002/cl2.1194",
+    "description": "367 impact evaluations and 43 systematic reviews mapped by mechanism, technology and outcome. Two gaps it names plainly: almost nothing on sustained adoption and slippage, and not a single eligible study targeting or disaggregating for people living with a disability.",
+    "id": "interventions-promoting-uptake-of-water-sanitation-and-hygiene-wash",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "disability",
+      "impact-evaluation",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1002/cl2.1194",
+    "journal": "Campbell Systematic Reviews: Better Evidence for a Better World",
+    "license": "public-domain",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "WASH interventions and child diarrhea at the interface of climate and socioeconomic position in Bangladesh",
+    "authors": "Pearl Anne Ante-Testard et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1038/s41467-024-45624-1",
+    "description": "360 clusters and 8,440 measurements, then extrapolated across rural Bangladesh with geospatial layers. Benefits concentrate among the poorest children and during the monsoon, which is the argument for targeting WASH by season and position rather than uniformly.",
+    "id": "wash-interventions-and-child-diarrhea-at-the-interface-of-climate-and",
+    "access_type": "check_access",
+    "tags": [
+      "Bangladesh",
+      "wash"
+    ],
+    "doi": "10.1038/s41467-024-45624-1",
+    "journal": "Nature Communications",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "Association between water, sanitation, and hygiene (WASH) practices and childhood stunting in low- and middle-income countries: a systematic review and meta-analysis",
+    "authors": "Frengki Prabowo Saputro Wijayanto et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1186/s12889-026-27639-z",
+    "description": "16 studies, 36,574 children. Water quality, water accessibility and sanitation facility type are associated with lower stunting odds; drinking water source, household treatment, toilet access and safe disposal of child faeces are not. Observational, and the authors say so.",
+    "id": "association-between-water-sanitation-and-hygiene-wash-practices-and-childhood",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "meta-analysis",
+      "nutrition",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1186/s12889-026-27639-z",
+    "journal": "BMC Public Health",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
+  },
+  {
+    "title": "Leveraging water, sanitation and hygiene for nutrition in low‐ and middle‐income countries: A conceptual framework",
+    "authors": "Eleonor Zavala et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1111/mcn.13202",
+    "description": "Written to explain why the epidemiological association between WASH and stunting is consistent while the trials that provided WASH did not move child growth. Useful as a design frame rather than as evidence.",
+    "id": "leveraging-water-sanitation-and-hygiene-for-nutrition-in-low-and-middleincome",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "nutrition",
+      "wash"
+    ],
+    "doi": "10.1111/mcn.13202",
+    "journal": "Maternal & Child Nutrition",
+    "license": "cc-by-nc",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   }
 ]
\ No newline at end of file
diff --git a/data/search-index.json b/data/search-index.json
index ae7811a..f4126e0 100644
--- a/data/search-index.json
+++ b/data/search-index.json
@@ -1 +1 @@
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Jones, Benjamin A. Olken", "year": 2012, "topic": "Climate & Environment", "topics": ["Climate & Environment"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "global-non-linear-effect-of-temperature-on-economic-production", "title": "Global Non-linear Effect of Temperature on Economic Production", "authors": "Marshall Burke, Solomon M. Hsiang, Edward Miguel", "year": 2015, "topic": "Climate & Environment", "topics": ["Climate & Environment"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "global-warming-has-increased-global-economic-inequality", "title": "Global Warming Has Increased Global Economic Inequality", "authors": "Noah S. 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"topics": ["Financial Inclusion"], "type": "grey_literature", "access_type": "free_to_read", "link_status": "ok"}, {"id": "financial-inclusion-and-digital-financial-services", "title": "Financial Inclusion and Digital Financial Services", "authors": "CGAP", "year": 2022, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "the-state-of-economic-inclusion-report-2021", "title": "The State of Economic Inclusion Report 2021", "authors": "World Bank, PEI", "year": 2021, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "banking-the-world-empirical-foundations-of-financial-inclusion", "title": "Banking the World: Empirical Foundations of Financial Inclusion", "authors": "Robert Cull, Asli Demirguc-Kunt, Jonathan Morduch", "year": 2013, "topic": "Financial Inclusion", "topics": ["Financial 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"ok"}, {"id": "the-economics-of-womens-rights", "title": "The Economics of Women's Rights", "authors": "Michele Tertilt, Matthias Doepke, Anne Hannusch, Laura Montenbruck", "year": 2022, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "womens-economic-empowerment-and-inclusive-growth-labour-markets-and-enterprise", "title": "Women's Economic Empowerment and Inclusive Growth: Labour Markets and Enterprise Development", "authors": "Naila Kabeer", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-awareness-in-modeling-structural-adjustment", "title": "Gender Awareness in Modeling Structural Adjustment", "authors": "Diane Elson", "year": 1995, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "female-labor-force-participation-in-developing-countries", "title": "Female Labor Force Participation in Developing Countries", "authors": "Sher Verick", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "do-labor-market-opportunities-affect-young-womens-work-and-family-decisions", "title": "Do Labor Market Opportunities Affect Young Women's Work and Family Decisions? Experimental Evidence from India", "authors": "Robert Jensen", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "social-norms-as-a-barrier-to-womens-employment-in-developing-countries", "title": "Social Norms as a Barrier to Women's Employment in Developing Countries", "authors": "Rachel Marcus", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "global-wage-report-201819-what-lies-behind-gender-pay-gaps", "title": "Global Wage Report 2018/19: What Lies Behind Gender Pay Gaps", "authors": "International Labour Organization", "year": 2018, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "women-business-and-the-law-2024", "title": "Women, Business and the Law 2024", "authors": "World Bank Group", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "time-to-care-unpaid-and-underpaid-care-work-and-the-global-inequality-crisis", "title": "Time to Care: Unpaid and Underpaid Care Work and the Global Inequality Crisis", "authors": "Oxfam International", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "public-work-programs-and-gender-based-violence-evidence-from-india", "title": "Public Work Programs and Gender-Based Violence: Evidence from India", "authors": "World Bank Development Research Group", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "child-marriage-in-south-asia-an-evidence-review", "title": "Child Marriage in South Asia: An Evidence Review", "authors": "UNICEF Regional Office for South Asia", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "a-profile-of-child-marriage-in-south-asia", "title": "A Profile of Child Marriage in South Asia", "authors": "UNICEF", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "blocked"}, {"id": "caste-gender-and-jati-an-intersectional-analysis-aimed-at-better-targeting", "title": "Caste, Gender and Jati: An Intersectional Analysis Aimed at Better Targeting Poverty Alleviation and Women's Empowerment in Bihar, Orissa and Tamil Nadu", "authors": "World Bank", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "caste-gender-intersections-in-contemporary-india", "title": "Caste-Gender Intersections in Contemporary India", "authors": "Nandini Manjrekar, Lucinda Ramberg, Clarinda Still (editors)", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-equality-and-social-inclusion-in-south-asia-an-assessment-for-action", "title": "Gender Equality and Social Inclusion in South Asia: An Assessment for Action", "authors": "Asian Development Bank", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "framework-for-integrating-gender-equality-and-social-inclusion-in-adbs-south", "title": "Framework for Integrating Gender Equality and Social Inclusion in ADB's South Asia Operations", "authors": "Asian Development Bank", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "gender-equality-and-disability-inclusion-guidelines-to-address-the-specific", "title": "Gender Equality and Disability Inclusion: Guidelines to Address the Specific Needs of Women and Girls with Disabilities", "authors": "Asian Development Bank", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "disability-inclusion-in-gender-based-violence-programming", "title": "Disability Inclusion in Gender-Based Violence Programming", "authors": "UNFPA Asia-Pacific Regional Office", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "undp-lgbti-inclusion-index-report-on-the-pilot-implementation", "title": "UNDP LGBTI Inclusion Index: Report on the Pilot Implementation", "authors": "UNDP", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-womens-empowerment-in-agriculture-index", "title": "The Women's Empowerment in Agriculture Index", "authors": "Sabina Alkire, Ruth Meinzen-Dick, Amber Peterman, Agnes Quisumbing, Greg Seymour, Ana Vaz", "year": 2013, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "measurement-properties-of-the-project-level-womens-empowerment-in-agriculture", "title": "Measurement Properties of the Project-Level Women's Empowerment in Agriculture Index", "authors": "Elena M. Martinez, Hazel J. Malapit, Agnes R. Quisumbing, Greg Seymour, Audrey Pereira", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "sigi-2023-global-report-gender-equality-in-times-of-crisis", "title": "SIGI 2023 Global Report: Gender Equality in Times of Crisis", "authors": "OECD Development Centre", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "free_to_read", "link_status": "blocked"}, {"id": "gender-quotas-and-female-leadership-a-review", "title": "Gender Quotas and Female Leadership: A Review", "authors": "Rohini Pande, Deanna Ford", "year": 2011, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "voice-and-agency-empowering-women-and-girls-for-shared-prosperity", "title": "Voice and Agency: Empowering Women and Girls for Shared Prosperity", "authors": "Jeni Klugman, Lucia Hanmer, Sarah Twigg, Tazeen Hasan, Jennifer McCleary-Sills, Julieth Santamaria", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "womens-access-to-land-an-asian-perspective", "title": "Women's Access to Land: An Asian Perspective", "authors": "Nitya Rao", "year": 2011, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "womens-inheritance-rights-and-intergenerational-transmission-of-resources-in", "title": "Women's Inheritance Rights and Intergenerational Transmission of Resources in India", "authors": "Klaus Deininger, Aparajita Goyal, Hari Nagarajan", "year": 2013, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "gender-and-land-compendium-of-country-studies", "title": "Gender and Land Compendium of Country Studies", "authors": "Food and Agriculture Organization", "year": 2005, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "more-than-100-million-women-are-missing", "title": "More Than 100 Million Women Are Missing", "authors": "Amartya Sen", "year": 1990, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "missing-women-and-the-price-of-tea-in-china-the-effect-of-sex-specific-earnings", "title": "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance", "authors": "Nancy Qian", "year": 2008, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "intrahousehold-resource-allocation-in-cote-divoire-social-norms-separate", "title": "Intrahousehold Resource Allocation in Cote d'Ivoire: Social Norms, Separate Accounts and Consumption Choices", "authors": "Esther Duflo, Christopher Udry", "year": 2004, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "improving-maternal-and-reproductive-health-in-south-asia", "title": "Improving Maternal and Reproductive Health in South Asia", "authors": "World Bank Group", "year": 2016, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "adding-it-up-investing-in-sexual-and-reproductive-health-2019", "title": "Adding It Up: Investing in Sexual and Reproductive Health 2019", "authors": "Ann Biddlecom, Riley Ashford, Susheela Singh, Lori S. Ashford, Jacqueline E. Darroch, et al.", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "state-of-world-population-2021-my-body-is-my-own", "title": "State of World Population 2021: My Body is My Own", "authors": "UNFPA", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "ilo-action-plan-for-gender-equality-2022-2025", "title": "ILO Action Plan for Gender Equality 2022-2025", "authors": "International Labour Organization", "year": 2022, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "world-development-report-2012-gender-equality-and-development", "title": "World Development Report 2012: Gender Equality and Development", "authors": "World Bank", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "progress-of-the-worlds-women-2019-2020-families-in-a-changing-world", "title": "Progress of the World's Women 2019-2020: Families in a Changing World", "authors": "UN Women", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-at-work-a-companion-to-the-world-development-report-on-jobs", "title": "Gender at Work: A Companion to the World Development Report on Jobs", "authors": "World Bank", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-state-of-the-worlds-children-2023", "title": "The State of the World's Children 2023", "authors": "UNICEF", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "caste-discrimination-and-exclusion-in-modern-india", "title": "Caste, Discrimination and Exclusion in Modern India", "authors": "Sukhadeo Thorat, Katherine Newman", "year": 2010, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "half-the-sky-turning-oppression-into-opportunity-for-women-worldwide", "title": "Half the Sky: Turning Oppression into Opportunity for Women Worldwide", "authors": "Nicholas Kristof, Sheryl WuDunn", "year": 2009, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "making-women-count-gender-data-and-the-sdgs", "title": "Making Women Count: Gender Data and the SDGs", "authors": "UN Women", "year": 2018, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "intersectionality-and-development", "title": "Intersectionality and Development", "authors": "UN Women", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "sustainable-rural-livelihoods-practical-concepts-for-the-21st-century", "title": "Sustainable Rural Livelihoods: Practical Concepts for the 21st Century", "authors": "Robert Chambers, Gordon R. Conway", "year": 1992, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "voices-of-the-poor-crying-out-for-change", "title": "Voices of the Poor: Crying Out for Change", "authors": "Deepa Narayan, Robert Chambers, Meera K. Shah, Patti Petesch", "year": 2000, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "human-development-report-2015-work-for-human-development", "title": "Human Development Report 2015: Work for Human Development", "authors": "UNDP", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "women-empowerment-and-economic-development", "title": "Women Empowerment and Economic Development", "authors": "Esther Duflo", "year": 2012, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "six-randomized-evaluations-of-microcredit-introduction-and-further-steps", "title": "Six Randomized Evaluations of Microcredit: Introduction and Further Steps", "authors": "Abhijit Banerjee, Dean Karlan, Jonathan Zinman", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "microcredit-impacts-evidence-from-a-randomized-microcredit-program-placement", "title": "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco", "authors": "Manuela Angelucci, Dean Karlan, Jonathan Zinman", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "the-impacts-of-microfinance-evidence-from-joint-liability-lending-in-mongolia", "title": "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia", "authors": "Orazio Attanasio, Britta Augsburg, Ralph De Haas, Emla Fitzsimons, Heike Harmgart", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "the-impacts-of-microcredit-evidence-from-bosnia-and-herzegovina", "title": "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina", "authors": "Britta Augsburg, Ralph De Haas, Heike Harmgart, Costas Meghir", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "repayment-frequency-and-default-in-microfinance-evidence-from-india", "title": "Repayment Frequency and Default in Microfinance: Evidence from India", "authors": "Erica Field, Rohini Pande", "year": 2008, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "repayment-flexibility-can-reduce-financial-stress-a-randomized-control-trial", "title": "Repayment Flexibility Can Reduce Financial Stress: A Randomized Control Trial with Microfinance Clients in India", "authors": "Erica Field, Rohini Pande, John Papp, Y. Jeanette Park", "year": 2012, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "participation-in-microfinance-based-self-help-groups-in-india-who-becomes-a", "title": "Participation in Microfinance-Based Self Help Groups in India: Who Becomes a Member and for How Long?", "authors": "Payal Seth, Arnab Mukherji", "year": 2020, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "rural-credit-programs-and-womens-empowerment-in-bangladesh", "title": "Rural Credit Programs and Women's Empowerment in Bangladesh", "authors": "Syed M. Hashemi, Sidney Ruth Schuler, Ann P. 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Gilligan, Alemayehu Seyoum Taffesse", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "targeting-of-social-programs-in-africa", "title": "Targeting of Social Programs in Africa", "authors": "David Coady, Margaret Grosh, John Hoddinott", "year": 2004, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "social-safety-nets-and-gender-learning-from-impact-evaluations-and-world-bank", "title": "Social Safety Nets and Gender: Learning from Impact Evaluations and World Bank Projects", "authors": "World Bank", "year": 2014, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "adaptive-social-protection-building-resilience-to-shocks", "title": "Adaptive Social Protection: Building Resilience to Shocks", 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Evidence from mobile money adoption in Africa", "authors": "Désiré Avom, Chrysost Bangaké, Hermann Ndoya", "year": 2023, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "from-expanding-financial-services-to-tackling-poverty-in-west-african-economic", "title": "From expanding financial services to tackling poverty in West African Economic and Monetary Union: The accelerating role of mobile money", "authors": "Melain Modeste Senou, Denis Acclassato Houensou", "year": 2024, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "blocked"}, {"id": "mobile-money-and-the-welfare-of-women-and-youths-in-fragile-states-evidence", "title": "Mobile money, and the welfare of women and youths in fragile states: Evidence from Mozambique", "authors": "Lwanga Elizabeth Nanziri et al.", "year": 2026, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "assessing-household-confidence-in-saving-with-banks-and-mno-led-mobile-money", "title": "Assessing household confidence in saving with banks and MNO-led mobile money: evidence from the household survey in Tanzania", "authors": "Goodluck Charles, Renger Kanani, Neema Mori", "year": 2025, "topic": "Financial Inclusion", "topics": ["Financial Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "blocked"}, {"id": "womens-empowerment-and-economic-development", "title": "Women's Empowerment and Economic Development", "authors": "Esther Duflo", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "the-roots-of-gender-inequality-in-developing-countries", "title": "The Roots of Gender Inequality in Developing Countries", "authors": "Seema Jayachandran", "year": 2015, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "the-economics-of-womens-rights", "title": "The Economics of Women's Rights", "authors": "Michele Tertilt, Matthias Doepke, Anne Hannusch, Laura Montenbruck", "year": 2022, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "womens-economic-empowerment-and-inclusive-growth-labour-markets-and-enterprise", "title": "Women's Economic Empowerment and Inclusive Growth: Labour Markets and Enterprise Development", "authors": "Naila Kabeer", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-awareness-in-modeling-structural-adjustment", "title": "Gender Awareness in Modeling Structural Adjustment", "authors": "Diane Elson", "year": 1995, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "female-labor-force-participation-in-developing-countries", "title": "Female Labor Force Participation in Developing Countries", "authors": "Sher Verick", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "do-labor-market-opportunities-affect-young-womens-work-and-family-decisions", "title": "Do Labor Market Opportunities Affect Young Women's Work and Family Decisions? Experimental Evidence from India", "authors": "Robert Jensen", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "social-norms-as-a-barrier-to-womens-employment-in-developing-countries", "title": "Social Norms as a Barrier to Women's Employment in Developing Countries", "authors": "Rachel Marcus", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "global-wage-report-201819-what-lies-behind-gender-pay-gaps", "title": "Global Wage Report 2018/19: What Lies Behind Gender Pay Gaps", "authors": "International Labour Organization", "year": 2018, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "women-business-and-the-law-2024", "title": "Women, Business and the Law 2024", "authors": "World Bank Group", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "time-to-care-unpaid-and-underpaid-care-work-and-the-global-inequality-crisis", "title": "Time to Care: Unpaid and Underpaid Care Work and the Global Inequality Crisis", "authors": "Oxfam International", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "public-work-programs-and-gender-based-violence-evidence-from-india", "title": "Public Work Programs and Gender-Based Violence: Evidence from India", "authors": "World Bank Development Research Group", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "child-marriage-in-south-asia-an-evidence-review", "title": "Child Marriage in South Asia: An Evidence Review", "authors": "UNICEF Regional Office for South Asia", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "a-profile-of-child-marriage-in-south-asia", "title": "A Profile of Child Marriage in South Asia", "authors": "UNICEF", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "blocked"}, {"id": "caste-gender-and-jati-an-intersectional-analysis-aimed-at-better-targeting", "title": "Caste, Gender and Jati: An Intersectional Analysis Aimed at Better Targeting Poverty Alleviation and Women's Empowerment in Bihar, Orissa and Tamil Nadu", "authors": "World Bank", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "caste-gender-intersections-in-contemporary-india", "title": "Caste-Gender Intersections in Contemporary India", "authors": "Nandini Manjrekar, Lucinda Ramberg, Clarinda Still (editors)", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-equality-and-social-inclusion-in-south-asia-an-assessment-for-action", "title": "Gender Equality and Social Inclusion in South Asia: An Assessment for Action", "authors": "Asian Development Bank", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "framework-for-integrating-gender-equality-and-social-inclusion-in-adbs-south", "title": "Framework for Integrating Gender Equality and Social Inclusion in ADB's South Asia Operations", "authors": "Asian Development Bank", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "gender-equality-and-disability-inclusion-guidelines-to-address-the-specific", "title": "Gender Equality and Disability Inclusion: Guidelines to Address the Specific Needs of Women and Girls with Disabilities", "authors": "Asian Development Bank", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "disability-inclusion-in-gender-based-violence-programming", "title": "Disability Inclusion in Gender-Based Violence Programming", "authors": "UNFPA Asia-Pacific Regional Office", "year": 2020, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "undp-lgbti-inclusion-index-report-on-the-pilot-implementation", "title": "UNDP LGBTI Inclusion Index: Report on the Pilot Implementation", "authors": "UNDP", "year": 2024, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-womens-empowerment-in-agriculture-index", "title": "The Women's Empowerment in Agriculture Index", "authors": "Sabina Alkire, Ruth Meinzen-Dick, Amber Peterman, Agnes Quisumbing, Greg Seymour, Ana Vaz", "year": 2013, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "measurement-properties-of-the-project-level-womens-empowerment-in-agriculture", "title": "Measurement Properties of the Project-Level Women's Empowerment in Agriculture Index", "authors": "Elena M. Martinez, Hazel J. Malapit, Agnes R. Quisumbing, Greg Seymour, Audrey Pereira", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "sigi-2023-global-report-gender-equality-in-times-of-crisis", "title": "SIGI 2023 Global Report: Gender Equality in Times of Crisis", "authors": "OECD Development Centre", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "free_to_read", "link_status": "blocked"}, {"id": "gender-quotas-and-female-leadership-a-review", "title": "Gender Quotas and Female Leadership: A Review", "authors": "Rohini Pande, Deanna Ford", "year": 2011, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "voice-and-agency-empowering-women-and-girls-for-shared-prosperity", "title": "Voice and Agency: Empowering Women and Girls for Shared Prosperity", "authors": "Jeni Klugman, Lucia Hanmer, Sarah Twigg, Tazeen Hasan, Jennifer McCleary-Sills, Julieth Santamaria", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "womens-access-to-land-an-asian-perspective", "title": "Women's Access to Land: An Asian Perspective", "authors": "Nitya Rao", "year": 2011, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "womens-inheritance-rights-and-intergenerational-transmission-of-resources-in", "title": "Women's Inheritance Rights and Intergenerational Transmission of Resources in India", "authors": "Klaus Deininger, Aparajita Goyal, Hari Nagarajan", "year": 2013, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "gender-and-land-compendium-of-country-studies", "title": "Gender and Land Compendium of Country Studies", "authors": "Food and Agriculture Organization", "year": 2005, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "more-than-100-million-women-are-missing", "title": "More Than 100 Million Women Are Missing", "authors": "Amartya Sen", "year": 1990, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "missing-women-and-the-price-of-tea-in-china-the-effect-of-sex-specific-earnings", "title": "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance", "authors": "Nancy Qian", "year": 2008, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "intrahousehold-resource-allocation-in-cote-divoire-social-norms-separate", "title": "Intrahousehold Resource Allocation in Cote d'Ivoire: Social Norms, Separate Accounts and Consumption Choices", "authors": "Esther Duflo, Christopher Udry", "year": 2004, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "improving-maternal-and-reproductive-health-in-south-asia", "title": "Improving Maternal and Reproductive Health in South Asia", "authors": "World Bank Group", "year": 2016, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "adding-it-up-investing-in-sexual-and-reproductive-health-2019", "title": "Adding It Up: Investing in Sexual and Reproductive Health 2019", "authors": "Ann Biddlecom, Riley Ashford, Susheela Singh, Lori S. Ashford, Jacqueline E. Darroch, et al.", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "state-of-world-population-2021-my-body-is-my-own", "title": "State of World Population 2021: My Body is My Own", "authors": "UNFPA", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "ilo-action-plan-for-gender-equality-2022-2025", "title": "ILO Action Plan for Gender Equality 2022-2025", "authors": "International Labour Organization", "year": 2022, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "world-development-report-2012-gender-equality-and-development", "title": "World Development Report 2012: Gender Equality and Development", "authors": "World Bank", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "progress-of-the-worlds-women-2019-2020-families-in-a-changing-world", "title": "Progress of the World's Women 2019-2020: Families in a Changing World", "authors": "UN Women", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-at-work-a-companion-to-the-world-development-report-on-jobs", "title": "Gender at Work: A Companion to the World Development Report on Jobs", "authors": "World Bank", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-state-of-the-worlds-children-2023", "title": "The State of the World's Children 2023", "authors": "UNICEF", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "caste-discrimination-and-exclusion-in-modern-india", "title": "Caste, Discrimination and Exclusion in Modern India", "authors": "Sukhadeo Thorat, Katherine Newman", "year": 2010, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "half-the-sky-turning-oppression-into-opportunity-for-women-worldwide", "title": "Half the Sky: Turning Oppression into Opportunity for Women Worldwide", "authors": "Nicholas Kristof, Sheryl WuDunn", "year": 2009, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "making-women-count-gender-data-and-the-sdgs", "title": "Making Women Count: Gender Data and the SDGs", "authors": "UN Women", "year": 2018, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "intersectionality-and-development", "title": "Intersectionality and Development", "authors": "UN Women", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "sustainable-rural-livelihoods-practical-concepts-for-the-21st-century", "title": "Sustainable Rural Livelihoods: Practical Concepts for the 21st Century", "authors": "Robert Chambers, Gordon R. Conway", "year": 1992, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "voices-of-the-poor-crying-out-for-change", "title": "Voices of the Poor: Crying Out for Change", "authors": "Deepa Narayan, Robert Chambers, Meera K. Shah, Patti Petesch", "year": 2000, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "human-development-report-2015-work-for-human-development", "title": "Human Development Report 2015: Work for Human Development", "authors": "UNDP", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "women-empowerment-and-economic-development", "title": "Women Empowerment and Economic Development", "authors": "Esther Duflo", "year": 2012, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "six-randomized-evaluations-of-microcredit-introduction-and-further-steps", "title": "Six Randomized Evaluations of Microcredit: Introduction and Further Steps", "authors": "Abhijit Banerjee, Dean Karlan, Jonathan Zinman", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "microcredit-impacts-evidence-from-a-randomized-microcredit-program-placement", "title": "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco", "authors": "Manuela Angelucci, Dean Karlan, Jonathan Zinman", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "the-impacts-of-microfinance-evidence-from-joint-liability-lending-in-mongolia", "title": "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia", "authors": "Orazio Attanasio, Britta Augsburg, Ralph De Haas, Emla Fitzsimons, Heike Harmgart", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "the-impacts-of-microcredit-evidence-from-bosnia-and-herzegovina", "title": "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina", "authors": "Britta Augsburg, Ralph De Haas, Heike Harmgart, Costas Meghir", "year": 2015, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "repayment-frequency-and-default-in-microfinance-evidence-from-india", "title": "Repayment Frequency and Default in Microfinance: Evidence from India", "authors": "Erica Field, Rohini Pande", "year": 2008, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "repayment-flexibility-can-reduce-financial-stress-a-randomized-control-trial", "title": "Repayment Flexibility Can Reduce Financial Stress: A Randomized Control Trial with Microfinance Clients in India", "authors": "Erica Field, Rohini Pande, John Papp, Y. Jeanette Park", "year": 2012, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "participation-in-microfinance-based-self-help-groups-in-india-who-becomes-a", "title": "Participation in Microfinance-Based Self Help Groups in India: Who Becomes a Member and for How Long?", "authors": "Payal Seth, Arnab Mukherji", "year": 2020, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "rural-credit-programs-and-womens-empowerment-in-bangladesh", "title": "Rural Credit Programs and Women's Empowerment in Bangladesh", "authors": "Syed M. Hashemi, Sidney Ruth Schuler, Ann P. Riley", "year": 1996, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "blocked"}, {"id": "savings-constraints-and-microenterprise-development-evidence-from-a-field", "title": "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya", "authors": "Pascaline Dupas, Jonathan Robinson", "year": 2013, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "microentrepreneurship-in-developing-countries", "title": "Microentrepreneurship in Developing Countries", "authors": "Abhijit Banerjee, Emily Breza, Esther Duflo, Cynthia Kinnan", "year": 2019, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "why-do-people-stay-poor", "title": "Why Do People Stay Poor?", "authors": "Clare Balboni, Oriana Bandiera, Robin Burgess, Maitreesh Ghatak, Anton 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Gilligan, Alemayehu Seyoum Taffesse", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "targeting-of-social-programs-in-africa", "title": "Targeting of Social Programs in Africa", "authors": "David Coady, Margaret Grosh, John Hoddinott", "year": 2004, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "social-safety-nets-and-gender-learning-from-impact-evaluations-and-world-bank", "title": "Social Safety Nets and Gender: Learning from Impact Evaluations and World Bank Projects", "authors": "World Bank", "year": 2014, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "adaptive-social-protection-building-resilience-to-shocks", "title": "Adaptive Social Protection: Building Resilience to Shocks", 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hygiene (WASH) to households: Systematic review and meta-analysis", "authors": "Hugh Sharma Waddington et al.", "year": 2023, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on", "title": "Effects of a Community-Driven Water, Sanitation, and Hygiene Intervention on Diarrhea, Child Growth, and Local Institutions: A Cluster-Randomized Controlled Trial in Rural Democratic Republic of Congo", "authors": "John P Quattrochi et al.", "year": 2025, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "interventions-promoting-uptake-of-water-sanitation-and-hygiene-wash", "title": "Interventions promoting uptake of water, sanitation and hygiene (WASH) technologies in low- and middle-income countries: An evidence and gap map of effectiveness studies", "authors": "Hannah Chirgwin et al.", "year": 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diff --git a/data/stats.json b/data/stats.json
index 3af0ba6..0b99e87 100644
--- a/data/stats.json
+++ b/data/stats.json
@@ -1,37 +1,37 @@
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     "Development Economics": 52,
     "Disability & Inclusion": 26,
-    "Education": 20,
-    "Energy & Just Transition": 12,
-    "Financial Inclusion": 21,
+    "Education": 28,
+    "Energy & Just Transition": 18,
+    "Financial Inclusion": 28,
     "Gender & Social Inclusion": 45,
     "Livelihoods": 54,
     "MEAL & Evaluation": 44,
-    "Mental Health & Wellbeing": 12,
+    "Mental Health & Wellbeing": 18,
     "Migration & Urbanization": 31,
     "Public Health": 37,
     "Public Policy & Governance": 55,
     "Research Methods": 53,
-    "Social Protection": 30,
-    "WASH": 29
+    "Social Protection": 34,
+    "WASH": 36
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diff --git a/data/topics/conflict_humanitarian_resources.json b/data/topics/conflict_humanitarian_resources.json
index 48c2c45..79a8039 100644
--- a/data/topics/conflict_humanitarian_resources.json
+++ b/data/topics/conflict_humanitarian_resources.json
@@ -398,5 +398,91 @@
     ],
     "link_status": "blocked",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Impact of conditional and unconditional cash transfers on health outcomes and use of health services in humanitarian settings: a mixed-methods systematic review",
+    "authors": "Kim Robin van Daalen et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1136/bmjgh-2021-007902",
+    "description": "30,673 records screened down to 23 studies from 16 countries. Nineteen report some positive health effect, eleven find nothing statistically significant, and four report potential harm. The fourth number is the one to carry into a design meeting.",
+    "id": "impact-of-conditional-and-unconditional-cash-transfers-on-health-outcomes-and",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "conflict-humanitarian",
+      "mixed-methods",
+      "systematic-review"
+    ],
+    "doi": "10.1136/bmjgh-2021-007902",
+    "journal": "BMJ Global Health",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Cash and In-Kind Transfers in Humanitarian Settings: A Review of Evidence and Knowledge Gaps",
+    "authors": "Dahyeon Jeong, Iva Trako",
+    "year": 2022,
+    "type": "grey_literature",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://hdl.handle.net/10986/37369",
+    "description": "Twenty-one experimental and quasi-experimental studies across five outcome families. Its value is the map of what is missing: cash against in-kind head to head, targeting, cost-effectiveness and anything longer term are all thin.",
+    "id": "cash-and-in-kind-transfers-in-humanitarian-settings-a-review-of-evidence-and",
+    "access_type": "check_access",
+    "tags": [
+      "conflict-humanitarian",
+      "cost-effectiveness",
+      "quasi-experimental"
+    ],
+    "doi": "10.1596/1813-9450-10026",
+    "journal": "Policy Research Working Papers",
+    "license": "cc-by-nc",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "The nutritional benefits of cash transfers in humanitarian crises: evidence from Yemen",
+    "authors": "Sikandra Kurdi",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1016/j.worlddev.2021.105664",
+    "description": "A cluster randomised trial that survived a pilot turning into a national emergency programme mid-conflict. Cash plus nutritional training raised dietary diversity, and height-for-age by 0.3 SD in the poorest tercile, where the transfer was largest relative to the food budget.",
+    "id": "the-nutritional-benefits-of-cash-transfers-in-humanitarian-crises-evidence-from",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "cash-transfers",
+      "conflict-humanitarian",
+      "nutrition"
+    ],
+    "doi": "10.1016/j.worlddev.2021.105664",
+    "journal": "World Development",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Cash, COVID-19 and aid cuts: a mixed-method impact evaluation among South Sudanese refugees registered in Kiryandongo settlement, Uganda",
+    "authors": "Daniel Stein et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Conflict & Humanitarian",
+    "url": "https://doi.org/10.1136/bmjgh-2021-007747",
+    "description": "1,200 households facing two shocks at once, the pandemic and a cut to monthly aid. Food security up 14.4 per cent and psychological wellbeing up 24.5 per cent; no detectable effect on COVID-19 preventive practice.",
+    "id": "cash-covid-19-and-aid-cuts-a-mixed-method-impact-evaluation-among-south",
+    "access_type": "check_access",
+    "tags": [
+      "conflict-humanitarian",
+      "food-security",
+      "impact-evaluation"
+    ],
+    "doi": "10.1136/bmjgh-2021-007747",
+    "journal": "BMJ Global Health",
+    "license": "cc-by-nc",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/education_resources.json b/data/topics/education_resources.json
index 58cd174..1b6e55d 100644
--- a/data/topics/education_resources.json
+++ b/data/topics/education_resources.json
@@ -333,5 +333,164 @@
     ],
     "link_status": "ok",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Improving Learning in Low- and Lower-Middle-Income Countries",
+    "authors": "Noam Angrist et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1017/bca.2023.26",
+    "description": "The benefit-cost case for learning rather than spending. Primary education spending in low-income countries rose about $137 per student between 2000 and 2015, an 80 per cent real increase, with no change in average learning. Structured pedagogy and teaching at the right level return about $65 per $1.",
+    "id": "improving-learning-in-low-and-lower-middle-income-countries",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1017/bca.2023.26",
+    "journal": "Journal of Benefit-Cost Analysis",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Improving children's foundational learning through community-school participation: Experimental evidence from rural India",
+    "authors": "Deepak Kumar et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.labeco.2024.102615",
+    "description": "A trial in 400 Indian villages comparing community-only accountability against school-community collaboration. Both raise foundational literacy and numeracy; the collaborative arm pulls ahead only where parents actually visited the school.",
+    "id": "improving-childrens-foundational-learning-through-community-school",
+    "access_type": "check_access",
+    "tags": [
+      "India",
+      "education"
+    ],
+    "doi": "10.1016/j.labeco.2024.102615",
+    "journal": "Labour Economics",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Supporting learning in and out of school: Experimental evidence from India",
+    "authors": "Martina Björkman Nyqvist, Andrea Guariso",
+    "year": 2027,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.jdeveco.2026.103906",
+    "description": "A cross-cutting trial across 200 villages in Assam. Neither the in-school pedagogy component nor the community study groups moved learning alone; together they raised maths by 0.11 SD and language by 0.09 SD. An argument about complementarity rather than about either component.",
+    "id": "supporting-learning-in-and-out-of-school-experimental-evidence-from-india",
+    "access_type": "check_access",
+    "tags": [
+      "India",
+      "education"
+    ],
+    "doi": "10.1016/j.jdeveco.2026.103906",
+    "journal": "Journal of Development Economics",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "The effectiveness of technology‐supported personalised learning in low‐ and middle‐income countries: A meta‐analysis",
+    "authors": "Louis Major, Gill A. Francis, Maria Tsapali",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1111/bjet.13116",
+    "description": "16 trials, 53,029 learners aged 6 to 15. Overall effect 0.18 SD; approaches that genuinely adapt to a learner's level reach 0.35 SD, while those that only personalise feedback or interests do not. The distinction the word personalised usually hides.",
+    "id": "the-effectiveness-of-technologysupported-personalised-learning-in-low-and",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1111/bjet.13116",
+    "journal": "British Journal of Educational Technology",
+    "license": "cc-by-nc-nd",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Improving learning outcomes for out-of-school children: evidence from a randomized evaluation of an accelerated learning program in Liberia",
+    "authors": "Jeffery McManus et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1080/09645292.2024.2410773",
+    "description": "Liberia records 2.2 learning-adjusted years of schooling, among the lowest measured anywhere. A ten-month accelerated programme across 100 communities brings out-of-school children up to the learning level of children in government schools.",
+    "id": "improving-learning-outcomes-for-out-of-school-children-evidence-from-a",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "education"
+    ],
+    "doi": "10.1080/09645292.2024.2410773",
+    "journal": "Education Economics",
+    "license": "cc-by-nc-nd",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Digital personalised learning to improve literacy and numeracy outcomes: a randomised controlled trial in Kenyan pre-primary classrooms",
+    "authors": "Louis Major et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1080/02671522.2025.2605645",
+    "description": "1,955 pre-primary learners across 291 Kenyan government schools over 13 months, 0.53 SD from baseline. Worth reading for the decay after midline, which the authors attribute to running out of suitable content rather than to the method failing.",
+    "id": "digital-personalised-learning-to-improve-literacy-and-numeracy-outcomes-a",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "digital",
+      "education"
+    ],
+    "doi": "10.1080/02671522.2025.2605645",
+    "journal": "Research Papers in Education",
+    "license": "other-oa",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Pedagogical features of interactive apps for effective learning of foundational skills",
+    "authors": "Bethany Huntington, James Goulding, Nicola J. Pitchford",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1111/bjet.13317",
+    "description": "Compares the five Global Learning XPRIZE apps deployed to 2,041 out-of-school children in 172 Tanzanian villages. Six features separate the winners; free play is not one of them.",
+    "id": "pedagogical-features-of-interactive-apps-for-effective-learning-of-foundational",
+    "access_type": "check_access",
+    "tags": [
+      "education"
+    ],
+    "doi": "10.1111/bjet.13317",
+    "journal": "British Journal of Educational Technology",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "The impact of a participatory intervention to improve learning outcomes and reduce school-based discrimination and community stigma in primary rural schools of Afghanistan: A cluster control randomized trial",
+    "authors": "Jean-Francois Trani et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Education",
+    "url": "https://doi.org/10.1016/j.ijedudev.2025.103409",
+    "description": "83 schools across three Afghan provinces, 2,519 children. Life skills, self-efficacy and reading literacy all improve, effects rise with dose, and girls gain more than boys. One of the few learning trials run in an active crisis setting.",
+    "id": "the-impact-of-a-participatory-intervention-to-improve-learning-outcomes-and",
+    "access_type": "check_access",
+    "tags": [
+      "Afghanistan",
+      "RCT",
+      "education"
+    ],
+    "doi": "10.1016/j.ijedudev.2025.103409",
+    "journal": "International Journal of Educational Development",
+    "license": "cc-by-nc",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/energy_just_transition_resources.json b/data/topics/energy_just_transition_resources.json
index 8a24bc2..3ad706c 100644
--- a/data/topics/energy_just_transition_resources.json
+++ b/data/topics/energy_just_transition_resources.json
@@ -194,5 +194,125 @@
     ],
     "link_status": "blocked",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Improving Energy Access, Climate and Socio-Economic Outcomes Through Off-Grid Electrification Technologies: A Systematic Review",
+    "authors": "Cem Yavuz et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1002/cl2.70060",
+    "description": "47 impact evaluations of off-grid solar, from 18 databases and 29 grey sources. Kerosene use falls and uptake rises; reliability, affordability and energy expenditure do not move, and the effect on time spent studying shows publication bias. The most honest evidence map in this field.",
+    "id": "improving-energy-access-climate-and-socio-economic-outcomes-through-off-grid",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "impact-evaluation",
+      "systematic-review"
+    ],
+    "doi": "10.1002/cl2.70060",
+    "journal": "Campbell Systematic Reviews: Better Evidence for a Better World",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "The false optimism of electrification: why universal electricity access has not delivered urban energy transformation in South Africa",
+    "authors": "Charlotte Lemanski et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1016/j.enpol.2025.114506",
+    "description": "Argues that counting grid connections measures proximity to a wire, not access to energy services, and that households in un-serviceable settlements are permanently excluded by design. Directly relevant to anyone reading SDG 7 progress figures.",
+    "id": "the-false-optimism-of-electrification-why-universal-electricity-access-has-not",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition"
+    ],
+    "doi": "10.1016/j.enpol.2025.114506",
+    "journal": "Energy Policy",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Distributional justice and rapid green energy transitions: citizen experiences in Kenya",
+    "authors": "Christopher D Gore et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1088/1748-9326/add27d",
+    "description": "Kenya is on track for SDG 7 and is held up as the African success case. Focus groups and survey data show the poor carrying the cost of the transition, and a gap between the national narrative and what citizens report.",
+    "id": "distributional-justice-and-rapid-green-energy-transitions-citizen-experiences",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "survey-data"
+    ],
+    "doi": "10.1088/1748-9326/add27d",
+    "journal": "Environmental Research Letters",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Beyond access: clean energy use in low-income and middle-income countries",
+    "authors": "Annelise Gill-Wiehl et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1016/s2214-109x(25)00532-7",
+    "description": "Makes the measurement argument plainly: SDG 7's binary indicators overstate health and equity gains because they cannot see fuel stacking, dynamic consumption or the gendered burden of polluting fuels.",
+    "id": "beyond-access-clean-energy-use-in-low-income-and-middle-income-countries",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "gender"
+    ],
+    "doi": "10.1016/s2214-109x(25)00532-7",
+    "journal": "The Lancet Global Health",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "An Ecohealth approach to energy justice: Evidence from Malawi’s energy transition from biomass to electrification",
+    "authors": "Rebecca Grant et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://pure.eur.nl/en/publications/433b86ea-ff2c-4190-970b-bb79053f7159",
+    "description": "Malawi runs biomass cooking and hydroelectricity at once, so deforestation silts the rivers that generate the power. An argument for analysing energy systems against both human health and ecosystem function rather than one at a time.",
+    "id": "an-ecohealth-approach-to-energy-justice-evidence-from-malawis-energy-transition",
+    "access_type": "check_access",
+    "tags": [
+      "deforestation",
+      "energy-just-transition"
+    ],
+    "doi": "10.1016/j.erss.2020.101875",
+    "journal": "Energy Research & Social Science",
+    "license": "other-oa",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Energy justice and gender: bridging equity, access, and policy for sustainable development",
+    "authors": "Raghu Raman et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Energy & Just Transition",
+    "url": "https://doi.org/10.1007/s43621-025-01375-7",
+    "description": "616 publications mapped against SDG 5 and SDG 7. Finds clean energy adoption reduces unpaid domestic work and strengthens women's economic opportunities, and that policies written without a gender lens tend to entrench the inequalities they meant to relieve.",
+    "id": "energy-justice-and-gender-bridging-equity-access-and-policy-for-sustainable",
+    "access_type": "check_access",
+    "tags": [
+      "energy-just-transition",
+      "gender"
+    ],
+    "doi": "10.1007/s43621-025-01375-7",
+    "journal": "Discover Sustainability",
+    "license": "cc-by-nc-nd",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/financial_inclusion_resources.json b/data/topics/financial_inclusion_resources.json
index 1377641..cfa7d24 100644
--- a/data/topics/financial_inclusion_resources.json
+++ b/data/topics/financial_inclusion_resources.json
@@ -368,5 +368,154 @@
     ],
     "link_status": "blocked",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Is Mobile Money Changing Rural Africa? Evidence from a Field Experiment",
+    "authors": "Catia Batista, Pedro C. Vicente",
+    "year": 2023,
+    "type": "grey_literature",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.2139/ssrn.4436702",
+    "description": "A randomised introduction of mobile money in rural Mozambican villages. Remittances received and household welfare rise, especially under floods and idiosyncratic shocks, and migration out of the villages rises with agricultural activity and investment falling. Read it for the second half, which most citations omit.",
+    "id": "is-mobile-money-changing-rural-africa-evidence-from-a-field-experiment",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "financial-inclusion",
+      "migration",
+      "mobile-technology"
+    ],
+    "doi": "10.2139/ssrn.4436702",
+    "journal": "SSRN Electronic Journal",
+    "license": "",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Mobile Money, Financial Inclusion, and Unmet Opportunities: Evidence from Uganda",
+    "authors": "Jana S. Hamdan, Katharina Lehmann-Uschner, Lukas Menkhoff",
+    "year": 2021,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1080/00220388.2021.1988078",
+    "description": "86 per cent of the microentrepreneurs sampled own a mobile money account and 49 per cent use it. The gap is the finding. A choice experiment attributes much of it to fees, agent density and low price sensitivity from thin financial education.",
+    "id": "mobile-money-financial-inclusion-and-unmet-opportunities-evidence-from-uganda",
+    "access_type": "check_access",
+    "tags": [
+      "education",
+      "financial-inclusion",
+      "mobile-technology"
+    ],
+    "doi": "10.1080/00220388.2021.1988078",
+    "journal": "The Journal of Development Studies",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Fintech and Savings in African Countries: The Case of Mobile Money",
+    "authors": "Claudia Chilundo, Hermine Vedogbeton",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1057/s41302-026-00339-7",
+    "description": "Harmonised FinScope surveys from Malawi, Tanzania and Uganda across 2013, 2017 and 2021, instrumented on distance to the nearest agent. The contribution is the decomposition: mobile money moves saving onto digital platforms and away from banks and ROSCAs rather than simply raising the amount saved.",
+    "id": "fintech-and-savings-in-african-countries-the-case-of-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "digital",
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1057/s41302-026-00339-7",
+    "journal": "Eastern Economic Journal",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Do financial innovations improve financial inclusion? Evidence from mobile money adoption in Africa",
+    "authors": "Désiré Avom, Chrysost Bangaké, Hermann Ndoya",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1016/j.techfore.2023.122451",
+    "description": "Panel of 50 African countries, 2004 to 2020, with propensity score matching putting the effect of mobile money adoption on financial inclusion at 12 to 14 per cent. Macro counterpart to the household-level trials.",
+    "id": "do-financial-innovations-improve-financial-inclusion-evidence-from-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology"
+    ],
+    "doi": "10.1016/j.techfore.2023.122451",
+    "journal": "Technological Forecasting and Social Change",
+    "license": "",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "From expanding financial services to tackling poverty in West African Economic and Monetary Union: The accelerating role of mobile money",
+    "authors": "Melain Modeste Senou, Denis Acclassato Houensou",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1002/jid.3881",
+    "description": "Uses Findex data and a recursive bivariate probit across the WAEMU countries. Separates the purpose of use (saving, borrowing, remittance) rather than treating mobile money as one thing.",
+    "id": "from-expanding-financial-services-to-tackling-poverty-in-west-african-economic",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology",
+      "poverty"
+    ],
+    "doi": "10.1002/jid.3881",
+    "journal": "Journal of International Development",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Mobile money, and the welfare of women and youths in fragile states: Evidence from Mozambique",
+    "authors": "Lwanga Elizabeth Nanziri et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1371/journal.pone.0343349",
+    "description": "900 households from the 2019 FinScope survey in a post-conflict, climate-exposed setting. Welfare gains run through active usage, not account ownership. The authors state plainly that their instrument cannot be fully tested, which is worth more than the point estimate.",
+    "id": "mobile-money-and-the-welfare-of-women-and-youths-in-fragile-states-evidence",
+    "access_type": "check_access",
+    "tags": [
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1371/journal.pone.0343349",
+    "journal": "PLOS One",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Assessing household confidence in saving with banks and MNO-led mobile money: evidence from the household survey in Tanzania",
+    "authors": "Goodluck Charles, Renger Kanani, Neema Mori",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Financial Inclusion",
+    "url": "https://doi.org/10.1080/23322039.2025.2535488",
+    "description": "9,915 FinScope respondents. Households trust banks with savings more than mobile network operators, and education and location both shift that. A corrective to the assumption that an account is an account.",
+    "id": "assessing-household-confidence-in-saving-with-banks-and-mno-led-mobile-money",
+    "access_type": "check_access",
+    "tags": [
+      "education",
+      "financial-inclusion",
+      "mobile-technology",
+      "survey-data"
+    ],
+    "doi": "10.1080/23322039.2025.2535488",
+    "journal": "Cogent Economics & Finance",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/mental_health_wellbeing_resources.json b/data/topics/mental_health_wellbeing_resources.json
index 913c357..c5b134b 100644
--- a/data/topics/mental_health_wellbeing_resources.json
+++ b/data/topics/mental_health_wellbeing_resources.json
@@ -191,5 +191,126 @@
     ],
     "link_status": "ok",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Barriers and facilitators to implementation of evidence-based task-sharing mental health interventions in low- and middle-income countries: a systematic review using implementation science frameworks",
+    "authors": "PhuongThao D. Le et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1186/s13012-021-01179-z",
+    "description": "Thirty-seven papers across 28 task-sharing interventions, coded into a framework of 37 constructs. The finding worth acting on: the facilitators sit in the things a programme can change (the intervention, the providers), while the barriers sit in the things it cannot (the mental health system, stigma).",
+    "id": "barriers-and-facilitators-to-implementation-of-evidence-based-task-sharing",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing",
+      "systematic-review"
+    ],
+    "doi": "10.1186/s13012-021-01179-z",
+    "journal": "Implementation Science",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Task-sharing psychosocial interventions for the prevention of common mental disorders in the perinatal period in low- and middle-income countries: A systematic review and meta-analysis",
+    "authors": "Eleonora Prina et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://hdl.handle.net/1871.1/745c1348-a69d-4da7-be62-d3dab42eda10",
+    "description": "23 trials, 24,442 participants. Task-shared psychosocial prevention roughly halves the incidence of perinatal depression (RR 0.51), does not shift anxiety, and the effect decays at follow-up — which is the part most summaries leave out.",
+    "id": "task-sharing-psychosocial-interventions-for-the-prevention-of-common-mental",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing",
+      "meta-analysis",
+      "systematic-review"
+    ],
+    "doi": "10.1177/00207640231174451",
+    "journal": "International Journal of Social Psychiatry",
+    "license": "other-oa",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Expanding mental health services in low- and middle-income countries: A task-shifting framework for delivery of comprehensive, collaborative, and community-based care",
+    "authors": "Paul Bolton et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1017/gmh.2023.5",
+    "description": "A service-design framework that separates workers by skill rather than by cadre: psychoeducation, community psychotherapeutic counselling, and primary medical care as three distinct roles. Useful when costing a programme rather than describing one.",
+    "id": "expanding-mental-health-services-in-low-and-middle-income-countries-a-task",
+    "access_type": "check_access",
+    "tags": [
+      "education",
+      "mental-health-wellbeing"
+    ],
+    "doi": "10.1017/gmh.2023.5",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Evaluating implementation research outcomes for a task-sharing mental health intervention: A systematic review of the Friendship Bench",
+    "authors": "John Patena et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1017/gmh.2025.10025",
+    "description": "Seven studies on Zimbabwe's Friendship Bench, the most-cited lay-worker mental health model in Africa. Acceptable and feasible; the limits are an unreliable referral system behind it and no answer for severe illness.",
+    "id": "evaluating-implementation-research-outcomes-for-a-task-sharing-mental-health",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing",
+      "systematic-review"
+    ],
+    "doi": "10.1017/gmh.2025.10025",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by-nc-nd",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Transdiagnostic Psychological Interventions for Symptoms of Common Mental Disorders Delivered by Non‐Specialist Providers in Low‐ and Middle‐Income Countries: A Systematic Review and Meta‐Analysis",
+    "authors": "Éanna Ó hAnrachtaigh et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1155/2024/5037662",
+    "description": "21 transdiagnostic interventions. Moderate reductions in distress, anxiety and depression at post-treatment (g about -0.6), smaller but surviving at 13 to 26 weeks. Argues against building one programme per diagnosis in a setting that has no specialists.",
+    "id": "transdiagnostic-psychological-interventions-for-symptoms-of-common-mental",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing",
+      "systematic-review"
+    ],
+    "doi": "10.1155/2024/5037662",
+    "journal": "Depression and Anxiety",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "A global scoping review of task shifting and sharing interventions to improve the mental health of people living with HIV/AIDS",
+    "authors": "Caroline Wang Kokubun et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Mental Health & Wellbeing",
+    "url": "https://doi.org/10.1017/gmh.2025.10013",
+    "description": "Scopes a decade of lay-worker psychosocial support for people living with HIV. Notes what is consistently under-reported in this literature: how lay health workers were selected, paid and supervised.",
+    "id": "a-global-scoping-review-of-task-shifting-and-sharing-interventions-to-improve",
+    "access_type": "check_access",
+    "tags": [
+      "mental-health-wellbeing",
+      "scoping-review"
+    ],
+    "doi": "10.1017/gmh.2025.10013",
+    "journal": "Cambridge Prisms: Global Mental Health",
+    "license": "cc-by-nc-nd",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/social_protection_resources.json b/data/topics/social_protection_resources.json
index 3f2f27b..4723d6f 100644
--- a/data/topics/social_protection_resources.json
+++ b/data/topics/social_protection_resources.json
@@ -517,5 +517,90 @@
     ],
     "link_status": "ok",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Distributional impacts of cash transfers on the multidimensional poverty of refugees: The Emergency Social Safety Net in Turkey",
+    "authors": "Matthew Robson et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1016/j.worlddev.2024.106599",
+    "description": "The largest humanitarian cash programme in the world, analysed with a purpose-built Refugee Multidimensional Poverty Index. The distributional result — the most deprived households gain most — is invisible to an average treatment effect, which is the methodological point.",
+    "id": "distributional-impacts-of-cash-transfers-on-the-multidimensional-poverty-of",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "poverty",
+      "social-protection"
+    ],
+    "doi": "10.1016/j.worlddev.2024.106599",
+    "journal": "World Development",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Assessing the Impact of Cash Transfer Programmes on Socioeconomic Outcomes in the MENA Region: A Systematic Review",
+    "authors": "Anis Ben Brik",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1017/s1474746425101267",
+    "description": "270 studies, 2000 to 2024. Finds a threshold: transfers of 5 to 10 per cent of household income change behaviour, but poverty reduction needs 15 to 20 per cent or more, and humanitarian effects dissipate in four to ten months without a livelihood pathway behind them.",
+    "id": "assessing-the-impact-of-cash-transfer-programmes-on-socioeconomic-outcomes-in",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "poverty",
+      "social-protection",
+      "systematic-review"
+    ],
+    "doi": "10.1017/s1474746425101267",
+    "journal": "Social Policy and Society",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "The Impact of Shock-Responsive Social Cash Transfers: Evidence from an Aggregate Shock in Kenya",
+    "authors": "Christoph Strupat, Emmanuel Nshakira-Rukundo, Arndt Reichert",
+    "year": 2025,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1080/00220388.2025.2504425",
+    "description": "Kenya's shock-responsive scheme during the pandemic, on informal-economy households. Less income loss, less food scarcity, and fewer distress sales of productive assets — but only where payment cycles were pooled and transfers vertically scaled.",
+    "id": "the-impact-of-shock-responsive-social-cash-transfers-evidence-from-an-aggregate",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "social-protection"
+    ],
+    "doi": "10.1080/00220388.2025.2504425",
+    "journal": "The Journal of Development Studies",
+    "license": "cc-by",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Impact of Cash Transfers on Child Poverty Among School-aged Refugee Children: Evidence from Uganda",
+    "authors": "Emmanuel Keith Kisaame, Susan Namirembe Kavuma, Edward Bbaale",
+    "year": 2026,
+    "type": "paper",
+    "topic": "Social Protection",
+    "url": "https://doi.org/10.1007/s12187-026-10430-2",
+    "description": "Alkire-Foster multidimensional poverty combined with propensity score matching in Kyaka II. A 7 per cent effect, which the authors read as cash alone being insufficient against child multidimensional poverty rather than as a success.",
+    "id": "impact-of-cash-transfers-on-child-poverty-among-school-aged-refugee-children",
+    "access_type": "check_access",
+    "tags": [
+      "cash-transfers",
+      "education",
+      "poverty",
+      "social-protection"
+    ],
+    "doi": "10.1007/s12187-026-10430-2",
+    "journal": "Child Indicators Research",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/wash_resources.json b/data/topics/wash_resources.json
index b6d1534..c8d44cf 100644
--- a/data/topics/wash_resources.json
+++ b/data/topics/wash_resources.json
@@ -507,5 +507,159 @@
     ],
     "link_status": "blocked",
     "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Effectiveness of interventions to improve drinking water, sanitation, and handwashing with soap on risk of diarrhoeal disease in children in low-income and middle-income settings: a systematic review and meta-analysis",
+    "authors": "Jennyfer Wolf et al.",
+    "year": 2022,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1016/s0140-6736(22)00937-0",
+    "description": "124 studies and over 200,000 children, organised by the SDG service ladder. Point-of-use filtration halves diarrhoea risk, sewer connection cuts it 47 per cent, handwashing promotion 30 per cent. The closing line matters most: no study evaluated safely managed services, the level universal coverage is actually committed to.",
+    "id": "effectiveness-of-interventions-to-improve-drinking-water-sanitation-and",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "meta-analysis",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1016/s0140-6736(22)00937-0",
+    "journal": "The Lancet",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Impact on childhood mortality of interventions to improve drinking water, sanitation, and hygiene (WASH) to households: Systematic review and meta-analysis",
+    "authors": "Hugh Sharma Waddington et al.",
+    "year": 2023,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1371/journal.pmed.1004215",
+    "description": "35 studies, 2,600 deaths, built from participant flow data rather than self-reported morbidity. All-cause child mortality down 17 per cent, diarrhoea mortality down 45 per cent. Water in quantity drives the first; community-wide sanitation drives the second.",
+    "id": "impact-on-childhood-mortality-of-interventions-to-improve-drinking-water",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "child-health",
+      "meta-analysis",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1371/journal.pmed.1004215",
+    "journal": "PLOS Medicine",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Effects of a Community-Driven Water, Sanitation, and Hygiene Intervention on Diarrhea, Child Growth, and Local Institutions: A Cluster-Randomized Controlled Trial in Rural Democratic Republic of Congo",
+    "authors": "John P Quattrochi et al.",
+    "year": 2025,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://hdl.handle.net/10986/42845",
+    "description": "332 villages, measured 3.6 years after the programme. Improved water access up 24 points, sanitation up 18, WASH committees established and still running — and no effect whatever on diarrhoea or on length-for-age. The clearest published example of infrastructure and institutions moving without health following.",
+    "id": "effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on",
+    "access_type": "check_access",
+    "tags": [
+      "RCT",
+      "WASH",
+      "institutions",
+      "wash"
+    ],
+    "doi": "10.1596/1813-9450-11070",
+    "journal": "",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Interventions promoting uptake of water, sanitation and hygiene (WASH) technologies in low- and middle-income countries: An evidence and gap map of effectiveness studies",
+    "authors": "Hannah Chirgwin et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1002/cl2.1194",
+    "description": "367 impact evaluations and 43 systematic reviews mapped by mechanism, technology and outcome. Two gaps it names plainly: almost nothing on sustained adoption and slippage, and not a single eligible study targeting or disaggregating for people living with a disability.",
+    "id": "interventions-promoting-uptake-of-water-sanitation-and-hygiene-wash",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "disability",
+      "impact-evaluation",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1002/cl2.1194",
+    "journal": "Campbell Systematic Reviews: Better Evidence for a Better World",
+    "license": "public-domain",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "WASH interventions and child diarrhea at the interface of climate and socioeconomic position in Bangladesh",
+    "authors": "Pearl Anne Ante-Testard et al.",
+    "year": 2024,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1038/s41467-024-45624-1",
+    "description": "360 clusters and 8,440 measurements, then extrapolated across rural Bangladesh with geospatial layers. Benefits concentrate among the poorest children and during the monsoon, which is the argument for targeting WASH by season and position rather than uniformly.",
+    "id": "wash-interventions-and-child-diarrhea-at-the-interface-of-climate-and",
+    "access_type": "check_access",
+    "tags": [
+      "Bangladesh",
+      "wash"
+    ],
+    "doi": "10.1038/s41467-024-45624-1",
+    "journal": "Nature Communications",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Association between water, sanitation, and hygiene (WASH) practices and childhood stunting in low- and middle-income countries: a systematic review and meta-analysis",
+    "authors": "Frengki Prabowo Saputro Wijayanto et al.",
+    "year": 2026,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1186/s12889-026-27639-z",
+    "description": "16 studies, 36,574 children. Water quality, water accessibility and sanitation facility type are associated with lower stunting odds; drinking water source, household treatment, toilet access and safe disposal of child faeces are not. Observational, and the authors say so.",
+    "id": "association-between-water-sanitation-and-hygiene-wash-practices-and-childhood",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "meta-analysis",
+      "nutrition",
+      "systematic-review",
+      "wash"
+    ],
+    "doi": "10.1186/s12889-026-27639-z",
+    "journal": "BMC Public Health",
+    "license": "cc-by",
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
+  },
+  {
+    "title": "Leveraging water, sanitation and hygiene for nutrition in low‐ and middle‐income countries: A conceptual framework",
+    "authors": "Eleonor Zavala et al.",
+    "year": 2021,
+    "type": "paper",
+    "topic": "WASH",
+    "url": "https://doi.org/10.1111/mcn.13202",
+    "description": "Written to explain why the epidemiological association between WASH and stunting is consistent while the trials that provided WASH did not move child growth. Useful as a design frame rather than as evidence.",
+    "id": "leveraging-water-sanitation-and-hygiene-for-nutrition-in-low-and-middleincome",
+    "access_type": "check_access",
+    "tags": [
+      "WASH",
+      "nutrition",
+      "wash"
+    ],
+    "doi": "10.1111/mcn.13202",
+    "journal": "Maternal & Child Nutrition",
+    "license": "cc-by-nc",
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/feed.json b/feed.json
index f501362..6aae570 100644
--- a/feed.json
+++ b/feed.json
@@ -6,6 +6,134 @@
   "description": "A curated open-access library of research papers, books, and grey literature for development practitioners in South Asia.",
   "language": "en",
   "items": [
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=supporting-learning-in-and-out-of-school-experimental-evidence-from-india",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=supporting-learning-in-and-out-of-school-experimental-evidence-from-india",
+      "external_url": "https://doi.org/10.1016/j.jdeveco.2026.103906",
+      "title": "Supporting learning in and out of school: Experimental evidence from India",
+      "content_text": "A cross-cutting trial across 200 villages in Assam. Neither the in-school pedagogy component nor the community study groups moved learning alone; together they raised maths by 0.11 SD and language by 0.09 SD. An argument about complementarity rather than about either component.",
+      "authors": [
+        {
+          "name": "Martina Björkman Nyqvist, Andrea Guariso"
+        }
+      ],
+      "tags": [
+        "Education",
+        "India",
+        "education"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=mobile-money-and-the-welfare-of-women-and-youths-in-fragile-states-evidence",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=mobile-money-and-the-welfare-of-women-and-youths-in-fragile-states-evidence",
+      "external_url": "https://doi.org/10.1371/journal.pone.0343349",
+      "title": "Mobile money, and the welfare of women and youths in fragile states: Evidence from Mozambique",
+      "content_text": "900 households from the 2019 FinScope survey in a post-conflict, climate-exposed setting. Welfare gains run through active usage, not account ownership. The authors state plainly that their instrument cannot be fully tested, which is worth more than the point estimate.",
+      "authors": [
+        {
+          "name": "Lwanga Elizabeth Nanziri et al."
+        }
+      ],
+      "tags": [
+        "Financial Inclusion",
+        "financial-inclusion",
+        "mobile-technology",
+        "survey-data"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=impact-of-cash-transfers-on-child-poverty-among-school-aged-refugee-children",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=impact-of-cash-transfers-on-child-poverty-among-school-aged-refugee-children",
+      "external_url": "https://doi.org/10.1007/s12187-026-10430-2",
+      "title": "Impact of Cash Transfers on Child Poverty Among School-aged Refugee Children: Evidence from Uganda",
+      "content_text": "Alkire-Foster multidimensional poverty combined with propensity score matching in Kyaka II. A 7 per cent effect, which the authors read as cash alone being insufficient against child multidimensional poverty rather than as a success.",
+      "authors": [
+        {
+          "name": "Emmanuel Keith Kisaame, Susan Namirembe Kavuma, Edward Bbaale"
+        }
+      ],
+      "tags": [
+        "Social Protection",
+        "cash-transfers",
+        "education",
+        "poverty",
+        "social-protection"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=fintech-and-savings-in-african-countries-the-case-of-mobile-money",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=fintech-and-savings-in-african-countries-the-case-of-mobile-money",
+      "external_url": "https://doi.org/10.1057/s41302-026-00339-7",
+      "title": "Fintech and Savings in African Countries: The Case of Mobile Money",
+      "content_text": "Harmonised FinScope surveys from Malawi, Tanzania and Uganda across 2013, 2017 and 2021, instrumented on distance to the nearest agent. The contribution is the decomposition: mobile money moves saving onto digital platforms and away from banks and ROSCAs rather than simply raising the amount saved.",
+      "authors": [
+        {
+          "name": "Claudia Chilundo, Hermine Vedogbeton"
+        }
+      ],
+      "tags": [
+        "Financial Inclusion",
+        "digital",
+        "financial-inclusion",
+        "mobile-technology",
+        "survey-data"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=digital-personalised-learning-to-improve-literacy-and-numeracy-outcomes-a",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=digital-personalised-learning-to-improve-literacy-and-numeracy-outcomes-a",
+      "external_url": "https://doi.org/10.1080/02671522.2025.2605645",
+      "title": "Digital personalised learning to improve literacy and numeracy outcomes: a randomised controlled trial in Kenyan pre-primary classrooms",
+      "content_text": "1,955 pre-primary learners across 291 Kenyan government schools over 13 months, 0.53 SD from baseline. Worth reading for the decay after midline, which the authors attribute to running out of suitable content rather than to the method failing.",
+      "authors": [
+        {
+          "name": "Louis Major et al."
+        }
+      ],
+      "tags": [
+        "Education",
+        "RCT",
+        "digital",
+        "education"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=beyond-access-clean-energy-use-in-low-income-and-middle-income-countries",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=beyond-access-clean-energy-use-in-low-income-and-middle-income-countries",
+      "external_url": "https://doi.org/10.1016/s2214-109x(25)00532-7",
+      "title": "Beyond access: clean energy use in low-income and middle-income countries",
+      "content_text": "Makes the measurement argument plainly: SDG 7's binary indicators overstate health and equity gains because they cannot see fuel stacking, dynamic consumption or the gendered burden of polluting fuels.",
+      "authors": [
+        {
+          "name": "Annelise Gill-Wiehl et al."
+        }
+      ],
+      "tags": [
+        "Energy & Just Transition",
+        "energy-just-transition",
+        "gender"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=association-between-water-sanitation-and-hygiene-wash-practices-and-childhood",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=association-between-water-sanitation-and-hygiene-wash-practices-and-childhood",
+      "external_url": "https://doi.org/10.1186/s12889-026-27639-z",
+      "title": "Association between water, sanitation, and hygiene (WASH) practices and childhood stunting in low- and middle-income countries: a systematic review and meta-analysis",
+      "content_text": "16 studies, 36,574 children. Water quality, water accessibility and sanitation facility type are associated with lower stunting odds; drinking water source, household treatment, toilet access and safe disposal of child faeces are not. Observational, and the authors say so.",
+      "authors": [
+        {
+          "name": "Frengki Prabowo Saputro Wijayanto et al."
+        }
+      ],
+      "tags": [
+        "WASH",
+        "WASH",
+        "meta-analysis",
+        "nutrition",
+        "systematic-review",
+        "wash"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=water-sanitation-and-hygiene-wash-factors-and-the-incidence-of-communicable",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=water-sanitation-and-hygiene-wash-factors-and-the-incidence-of-communicable",
@@ -24,6 +152,57 @@
         "public-health"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=the-impact-of-a-participatory-intervention-to-improve-learning-outcomes-and",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=the-impact-of-a-participatory-intervention-to-improve-learning-outcomes-and",
+      "external_url": "https://doi.org/10.1016/j.ijedudev.2025.103409",
+      "title": "The impact of a participatory intervention to improve learning outcomes and reduce school-based discrimination and community stigma in primary rural schools of Afghanistan: A cluster control randomized trial",
+      "content_text": "83 schools across three Afghan provinces, 2,519 children. Life skills, self-efficacy and reading literacy all improve, effects rise with dose, and girls gain more than boys. One of the few learning trials run in an active crisis setting.",
+      "authors": [
+        {
+          "name": "Jean-Francois Trani et al."
+        }
+      ],
+      "tags": [
+        "Education",
+        "Afghanistan",
+        "RCT",
+        "education"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=the-false-optimism-of-electrification-why-universal-electricity-access-has-not",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=the-false-optimism-of-electrification-why-universal-electricity-access-has-not",
+      "external_url": "https://doi.org/10.1016/j.enpol.2025.114506",
+      "title": "The false optimism of electrification: why universal electricity access has not delivered urban energy transformation in South Africa",
+      "content_text": "Argues that counting grid connections measures proximity to a wire, not access to energy services, and that households in un-serviceable settlements are permanently excluded by design. Directly relevant to anyone reading SDG 7 progress figures.",
+      "authors": [
+        {
+          "name": "Charlotte Lemanski et al."
+        }
+      ],
+      "tags": [
+        "Energy & Just Transition",
+        "energy-just-transition"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=the-impact-of-shock-responsive-social-cash-transfers-evidence-from-an-aggregate",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=the-impact-of-shock-responsive-social-cash-transfers-evidence-from-an-aggregate",
+      "external_url": "https://doi.org/10.1080/00220388.2025.2504425",
+      "title": "The Impact of Shock-Responsive Social Cash Transfers: Evidence from an Aggregate Shock in Kenya",
+      "content_text": "Kenya's shock-responsive scheme during the pandemic, on informal-economy households. Less income loss, less food scarcity, and fewer distress sales of productive assets — but only where payment cycles were pooled and transfers vertically scaled.",
+      "authors": [
+        {
+          "name": "Christoph Strupat, Emmanuel Nshakira-Rukundo, Arndt Reichert"
+        }
+      ],
+      "tags": [
+        "Social Protection",
+        "cash-transfers",
+        "social-protection"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=state-of-social-protection-report-2025-the-2-billion-person-challenge",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=state-of-social-protection-report-2025-the-2-billion-person-challenge",
@@ -100,6 +279,24 @@
         "public-health"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=improving-energy-access-climate-and-socio-economic-outcomes-through-off-grid",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=improving-energy-access-climate-and-socio-economic-outcomes-through-off-grid",
+      "external_url": "https://doi.org/10.1002/cl2.70060",
+      "title": "Improving Energy Access, Climate and Socio-Economic Outcomes Through Off-Grid Electrification Technologies: A Systematic Review",
+      "content_text": "47 impact evaluations of off-grid solar, from 18 databases and 29 grey sources. Kerosene use falls and uptake rises; reliability, affordability and energy expenditure do not move, and the effect on time spent studying shows publication bias. The most honest evidence map in this field.",
+      "authors": [
+        {
+          "name": "Cem Yavuz et al."
+        }
+      ],
+      "tags": [
+        "Energy & Just Transition",
+        "energy-just-transition",
+        "impact-evaluation",
+        "systematic-review"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=from-delay-to-payday-using-a-digital-platform-to-improve-state-capacity-for",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=from-delay-to-payday-using-a-digital-platform-to-improve-state-capacity-for",
@@ -118,6 +315,76 @@
         "public-policy-governance"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=evaluating-implementation-research-outcomes-for-a-task-sharing-mental-health",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=evaluating-implementation-research-outcomes-for-a-task-sharing-mental-health",
+      "external_url": "https://doi.org/10.1017/gmh.2025.10025",
+      "title": "Evaluating implementation research outcomes for a task-sharing mental health intervention: A systematic review of the Friendship Bench",
+      "content_text": "Seven studies on Zimbabwe's Friendship Bench, the most-cited lay-worker mental health model in Africa. Acceptable and feasible; the limits are an unreliable referral system behind it and no answer for severe illness.",
+      "authors": [
+        {
+          "name": "John Patena et al."
+        }
+      ],
+      "tags": [
+        "Mental Health & Wellbeing",
+        "mental-health-wellbeing",
+        "systematic-review"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=energy-justice-and-gender-bridging-equity-access-and-policy-for-sustainable",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=energy-justice-and-gender-bridging-equity-access-and-policy-for-sustainable",
+      "external_url": "https://doi.org/10.1007/s43621-025-01375-7",
+      "title": "Energy justice and gender: bridging equity, access, and policy for sustainable development",
+      "content_text": "616 publications mapped against SDG 5 and SDG 7. Finds clean energy adoption reduces unpaid domestic work and strengthens women's economic opportunities, and that policies written without a gender lens tend to entrench the inequalities they meant to relieve.",
+      "authors": [
+        {
+          "name": "Raghu Raman et al."
+        }
+      ],
+      "tags": [
+        "Energy & Just Transition",
+        "energy-just-transition",
+        "gender"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on",
+      "external_url": "https://hdl.handle.net/10986/42845",
+      "title": "Effects of a Community-Driven Water, Sanitation, and Hygiene Intervention on Diarrhea, Child Growth, and Local Institutions: A Cluster-Randomized Controlled Trial in Rural Democratic Republic of Congo",
+      "content_text": "332 villages, measured 3.6 years after the programme. Improved water access up 24 points, sanitation up 18, WASH committees established and still running — and no effect whatever on diarrhoea or on length-for-age. The clearest published example of infrastructure and institutions moving without health following.",
+      "authors": [
+        {
+          "name": "John P Quattrochi et al."
+        }
+      ],
+      "tags": [
+        "WASH",
+        "RCT",
+        "WASH",
+        "institutions",
+        "wash"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=distributional-justice-and-rapid-green-energy-transitions-citizen-experiences",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=distributional-justice-and-rapid-green-energy-transitions-citizen-experiences",
+      "external_url": "https://doi.org/10.1088/1748-9326/add27d",
+      "title": "Distributional justice and rapid green energy transitions: citizen experiences in Kenya",
+      "content_text": "Kenya is on track for SDG 7 and is held up as the African success case. Focus groups and survey data show the poor carrying the cost of the transition, and a gap between the national narrative and what citizens report.",
+      "authors": [
+        {
+          "name": "Christopher D Gore et al."
+        }
+      ],
+      "tags": [
+        "Energy & Just Transition",
+        "energy-just-transition",
+        "survey-data"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=demographic-socioeconomic-and-regional-disparities-in-the-coverage-of-water",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=demographic-socioeconomic-and-regional-disparities-in-the-coverage-of-water",
@@ -159,6 +426,61 @@
         "scoping-review"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=assessing-the-impact-of-cash-transfer-programmes-on-socioeconomic-outcomes-in",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=assessing-the-impact-of-cash-transfer-programmes-on-socioeconomic-outcomes-in",
+      "external_url": "https://doi.org/10.1017/s1474746425101267",
+      "title": "Assessing the Impact of Cash Transfer Programmes on Socioeconomic Outcomes in the MENA Region: A Systematic Review",
+      "content_text": "270 studies, 2000 to 2024. Finds a threshold: transfers of 5 to 10 per cent of household income change behaviour, but poverty reduction needs 15 to 20 per cent or more, and humanitarian effects dissipate in four to ten months without a livelihood pathway behind them.",
+      "authors": [
+        {
+          "name": "Anis Ben Brik"
+        }
+      ],
+      "tags": [
+        "Social Protection",
+        "cash-transfers",
+        "poverty",
+        "social-protection",
+        "systematic-review"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=assessing-household-confidence-in-saving-with-banks-and-mno-led-mobile-money",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=assessing-household-confidence-in-saving-with-banks-and-mno-led-mobile-money",
+      "external_url": "https://doi.org/10.1080/23322039.2025.2535488",
+      "title": "Assessing household confidence in saving with banks and MNO-led mobile money: evidence from the household survey in Tanzania",
+      "content_text": "9,915 FinScope respondents. Households trust banks with savings more than mobile network operators, and education and location both shift that. A corrective to the assumption that an account is an account.",
+      "authors": [
+        {
+          "name": "Goodluck Charles, Renger Kanani, Neema Mori"
+        }
+      ],
+      "tags": [
+        "Financial Inclusion",
+        "education",
+        "financial-inclusion",
+        "mobile-technology",
+        "survey-data"
+      ]
+    },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=a-global-scoping-review-of-task-shifting-and-sharing-interventions-to-improve",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=a-global-scoping-review-of-task-shifting-and-sharing-interventions-to-improve",
+      "external_url": "https://doi.org/10.1017/gmh.2025.10013",
+      "title": "A global scoping review of task shifting and sharing interventions to improve the mental health of people living with HIV/AIDS",
+      "content_text": "Scopes a decade of lay-worker psychosocial support for people living with HIV. Notes what is consistently under-reported in this literature: how lay health workers were selected, paid and supervised.",
+      "authors": [
+        {
+          "name": "Caroline Wang Kokubun et al."
+        }
+      ],
+      "tags": [
+        "Mental Health & Wellbeing",
+        "mental-health-wellbeing",
+        "scoping-review"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=world-water-development-report-2024",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=world-water-development-report-2024",
@@ -310,6 +632,23 @@
         "public-health"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=wash-interventions-and-child-diarrhea-at-the-interface-of-climate-and",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=wash-interventions-and-child-diarrhea-at-the-interface-of-climate-and",
+      "external_url": "https://doi.org/10.1038/s41467-024-45624-1",
+      "title": "WASH interventions and child diarrhea at the interface of climate and socioeconomic position in Bangladesh",
+      "content_text": "360 clusters and 8,440 measurements, then extrapolated across rural Bangladesh with geospatial layers. Benefits concentrate among the poorest children and during the monsoon, which is the argument for targeting WASH by season and position rather than uniformly.",
+      "authors": [
+        {
+          "name": "Pearl Anne Ante-Testard et al."
+        }
+      ],
+      "tags": [
+        "WASH",
+        "Bangladesh",
+        "wash"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=value-chain-microfinance",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=value-chain-microfinance",
@@ -345,6 +684,23 @@
         "gender-social-inclusion"
       ]
     },
+    {
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=transdiagnostic-psychological-interventions-for-symptoms-of-common-mental",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=transdiagnostic-psychological-interventions-for-symptoms-of-common-mental",
+      "external_url": "https://doi.org/10.1155/2024/5037662",
+      "title": "Transdiagnostic Psychological Interventions for Symptoms of Common Mental Disorders Delivered by Non‐Specialist Providers in Low‐ and Middle‐Income Countries: A Systematic Review and Meta‐Analysis",
+      "content_text": "21 transdiagnostic interventions. Moderate reductions in distress, anxiety and depression at post-treatment (g about -0.6), smaller but surviving at 13 to 26 weeks. Argues against building one programme per diagnosis in a setting that has no specialists.",
+      "authors": [
+        {
+          "name": "Éanna Ó hAnrachtaigh et al."
+        }
+      ],
+      "tags": [
+        "Mental Health & Wellbeing",
+        "mental-health-wellbeing",
+        "systematic-review"
+      ]
+    },
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=tracking-sdg-7-the-energy-progress-report-2024",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=tracking-sdg-7-the-energy-progress-report-2024",
@@ -482,398 +838,48 @@
       ]
     },
     {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=human-development-report-202324",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=human-development-report-202324",
-      "external_url": "https://hdr.undp.org/content/human-development-report-2023-24",
-      "title": "Human Development Report 2023/24",
-      "content_text": "'Breaking the Gridlock'—the HDR examining rising global polarisation and the reimagined cooperation needed for human development.",
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=improving-learning-outcomes-for-out-of-school-children-evidence-from-a",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=improving-learning-outcomes-for-out-of-school-children-evidence-from-a",
+      "external_url": "https://doi.org/10.1080/09645292.2024.2410773",
+      "title": "Improving learning outcomes for out-of-school children: evidence from a randomized evaluation of an accelerated learning program in Liberia",
+      "content_text": "Liberia records 2.2 learning-adjusted years of schooling, among the lowest measured anywhere. A ten-month accelerated programme across 100 communities brings out-of-school children up to the learning level of children in government schools.",
       "authors": [
         {
-          "name": "UNDP"
+          "name": "Jeffery McManus et al."
         }
       ],
       "tags": [
-        "Development Economics",
-        "development-economics"
+        "Education",
+        "RCT",
+        "education"
       ]
     },
     {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=governance-of-data-and-data-driven-technology",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=governance-of-data-and-data-driven-technology",
-      "external_url": "https://openair.africa/wp-content/uploads/2024/12/WP-29-Rizk-Schonwetter-Governance-of-Data-and-Data-driven-Technology.pdf",
-      "title": "Governance of Data and Data-driven Technology",
-      "content_text": "OpenAIR working paper examining tools for monitoring open data availability and use, including the Global Data Barometer. Assesses government performance on data readiness, implementation, and impact across African countries.",
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=improving-childrens-foundational-learning-through-community-school",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=improving-childrens-foundational-learning-through-community-school",
+      "external_url": "https://doi.org/10.1016/j.labeco.2024.102615",
+      "title": "Improving children's foundational learning through community-school participation: Experimental evidence from rural India",
+      "content_text": "A trial in 400 Indian villages comparing community-only accountability against school-community collaboration. Both raise foundational literacy and numeracy; the collaborative arm pulls ahead only where parents actually visited the school.",
       "authors": [
         {
-          "name": "Nagla Rizk, Tobias Schonwetter"
+          "name": "Deepak Kumar et al."
         }
       ],
       "tags": [
-        "Data & Technology",
-        "data-technology",
-        "governance"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=global-report-on-internal-displacement-2024",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=global-report-on-internal-displacement-2024",
-      "external_url": "https://www.internal-displacement.org/global-report/grid2024/",
-      "title": "Global Report on Internal Displacement 2024",
-      "content_text": "The authoritative annual count of people displaced within their own countries by conflict, violence, and disasters.",
-      "authors": [
-        {
-          "name": "Internal Displacement Monitoring Centre"
-        }
-      ],
-      "tags": [
-        "Conflict & Humanitarian",
-        "conflict-humanitarian"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=global-report-on-food-crises-2024",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=global-report-on-food-crises-2024",
-      "external_url": "https://www.fao.org/publications/card/en/c/CC8879EN",
-      "title": "Global Report on Food Crises 2024",
-      "content_text": "Annual multi-agency assessment of acute food insecurity across crisis-affected countries, documenting the drivers of hunger from conflict to climate shocks.",
-      "authors": [
-        {
-          "name": "Food Security Information Network (FSIN)"
-        }
-      ],
-      "tags": [
-        "Agriculture & Food Systems",
-        "agriculture-food-systems"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=global-poverty-revisited-using-2021-ppps",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=global-poverty-revisited-using-2021-ppps",
-      "external_url": "https://documents1.worldbank.org/curated/en/099503206032533226/pdf/IDU-e2e09dcf-0af2-481a-a60a-64adf28171d0.pdf",
-      "title": "Global Poverty Revisited Using 2021 PPPs",
-      "content_text": "World Bank Policy Research Working Paper updating global poverty estimates using 2021 PPPs, setting the international poverty line at $3.00/day and documenting the shift of extreme poverty concentration from South Asia to Sub-Saharan Africa.",
-      "authors": [
-        {
-          "name": "Dean Mitchell Jolliffe, Daniel Mahler, Christoph Lakner, Espen Beer Prydz, Nishant Yonzan"
-        }
-      ],
-      "tags": [
-        "Development Economics",
-        "South-Asia",
-        "Sub-Saharan-Africa",
-        "development-economics",
-        "poverty"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=global-humanitarian-overview-2024",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=global-humanitarian-overview-2024",
-      "external_url": "https://www.unocha.org/publications/report/world/global-humanitarian-overview-2024",
-      "title": "Global Humanitarian Overview 2024",
-      "content_text": "OCHA's consolidated appeal quantifying people in need and funding requirements across the world's humanitarian crises.",
-      "authors": [
-        {
-          "name": "UN OCHA"
-        }
-      ],
-      "tags": [
-        "Conflict & Humanitarian",
-        "conflict-humanitarian"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=gender-equality-and-disability-inclusion-guidelines-to-address-the-specific",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=gender-equality-and-disability-inclusion-guidelines-to-address-the-specific",
-      "external_url": "https://www.adb.org/sites/default/files/publication/970411/gender-equality-disability-inclusion-guidelines.pdf",
-      "title": "Gender Equality and Disability Inclusion: Guidelines to Address the Specific Needs of Women and Girls with Disabilities",
-      "content_text": "ADB guidelines addressing how women and girls with disabilities face compounded barriers from poverty, gender, and disability discrimination, with practical strategies for disability-inclusive development.",
-      "authors": [
-        {
-          "name": "Asian Development Bank"
-        }
-      ],
-      "tags": [
-        "Gender & Social Inclusion",
-        "disability",
-        "gender",
-        "gender-social-inclusion",
-        "poverty"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=firm-adaptation-to-climate-change-evidence-from-establishment-level-data",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=firm-adaptation-to-climate-change-evidence-from-establishment-level-data",
-      "external_url": "https://www.nber.org/system/files/working_papers/w32848/w32848.pdf",
-      "title": "Firm Adaptation to Climate Change: Evidence from Establishment-Level Data",
-      "content_text": "NBER working paper examining firm-level adaptation to climate change, highlighting a global free-rider problem as developing nations prioritize economic growth over decarbonization and emphasizing the growing climate risks faced by firms in developing countries.",
-      "authors": [
-        {
-          "name": "Arti Grover, Jamus Jerome Lim"
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "carbon-emissions",
-        "climate-adaptation",
-        "climate-change",
-        "climate-environment"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=emissions-gap-report-2024",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=emissions-gap-report-2024",
-      "external_url": "https://www.unep.org/resources/emissions-gap-report-2024",
-      "title": "Emissions Gap Report 2024",
-      "content_text": "UNEP's annual accounting of the gap between national climate pledges and the emissions cuts needed to hold warming to 1.5°C.",
-      "authors": [
-        {
-          "name": "UNEP"
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "climate-environment"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=digital-health-interventions-for-improving-access-to-primary-care-in-india-a",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=digital-health-interventions-for-improving-access-to-primary-care-in-india-a",
-      "external_url": "https://journals.plos.org/globalpublichealth/article?id=10.1371/journal.pgph.0002645",
-      "title": "Digital Health Interventions for Improving Access to Primary Care in India: A Scoping Review",
-      "content_text": "PLOS Global Public Health scoping review of digital health interventions to improve primary care access in India, examining telemedicine and mobile health approaches for vulnerable populations.",
-      "authors": [
-        {
-          "name": "Smisha Agarwal, Yumna Vahanvaty, Manushi Patel, Olakunle Alonge"
-        }
-      ],
-      "tags": [
-        "Public Health",
+        "Education",
         "India",
-        "digital",
-        "mobile-technology",
-        "public-health",
-        "scoping-review"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=contribution-of-malnutrition-to-infant-and-child-deaths-in-sub-saharan-africa",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=contribution-of-malnutrition-to-infant-and-child-deaths-in-sub-saharan-africa",
-      "external_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11624724/",
-      "title": "Contribution of Malnutrition to Infant and Child Deaths in Sub-Saharan Africa and South Asia",
-      "content_text": "Study using postmortem data from seven LMICs revealing that malnutrition plays a significant role in the causal chain of 40% of deaths among children under 5 years of age in Sub-Saharan Africa and South Asia.",
-      "authors": [
-        {
-          "name": "Cynthia Boschi-Pinto, Emily R Smith, Jonathon L Simon, Myo Myo Mon, Alka Dev"
-        }
-      ],
-      "tags": [
-        "Public Health",
-        "South-Asia",
-        "Sub-Saharan-Africa",
-        "nutrition",
-        "public-health"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=climate-finance-provided-and-mobilised-by-developed-countries-in-2013-2022",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=climate-finance-provided-and-mobilised-by-developed-countries-in-2013-2022",
-      "external_url": "https://www.oecd.org/en/publications/2024/05/climate-finance-provided-and-mobilised-by-developed-countries-in-2013-2022_8031029a.html",
-      "title": "Climate Finance Provided and Mobilised by Developed Countries in 2013-2022",
-      "content_text": "OECD report confirming that developed countries exceeded the $100 billion annual climate finance goal for the first time in 2022, reaching $115.9 billion, but noting that finance to low-income countries remained relatively low at 10%.",
-      "authors": [
-        {
-          "name": "Organisation for Economic Co-operation and Development (OECD)"
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "climate-environment"
+        "education"
       ]
     },
     {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=climate-change-and-food-security-in-south-asia-the-importance-of-renewable",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=climate-change-and-food-security-in-south-asia-the-importance-of-renewable",
-      "external_url": "https://www.nature.com/articles/s41599-024-02847-3",
-      "title": "Climate Change and Food Security in South Asia: The Importance of Renewable Energy and Agricultural Credit",
-      "content_text": "Open-access paper in Nature Humanities and Social Sciences Communications analyzing the relationships between climate change, agricultural credit, renewable energy, and food security in South Asia from 1990 to 2021, finding that climate change reduces food availability and increases food insecurity.",
-      "authors": [
-        {
-          "name": "Various authors"
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "South-Asia",
-        "climate-change",
-        "climate-environment",
-        "food-security",
-        "renewable-energy"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=climate-change-economics-over-time-and-space",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=climate-change-economics-over-time-and-space",
-      "external_url": "https://www.nber.org/system/files/working_papers/w32197/w32197.pdf",
-      "title": "Climate Change Economics over Time and Space",
-      "content_text": "NBER working paper emphasizing spatial heterogeneity in climate impacts, showing that warming in less-developed countries lowers growth by 1.3 percentage points and reverses structural change by increasing the expenditure share of agriculture, magnifying vulnerability.",
-      "authors": [
-        {
-          "name": "Per Krusell, Anthony A. Smith Jr."
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "agriculture",
-        "climate-change",
-        "climate-environment"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=adaptation-to-climate-change",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=adaptation-to-climate-change",
-      "external_url": "https://www.nber.org/system/files/working_papers/w33264/w33264.pdf",
-      "title": "Adaptation to Climate Change",
-      "content_text": "NBER working paper reviewing the economics of climate adaptation, finding that existing literature offers relatively little guidance for emerging policy and identifying key knowledge gaps in understanding adaptation effectiveness in developing countries.",
-      "authors": [
-        {
-          "name": "Tamma Carleton, Amir Jina, Michael Greenstone, et al."
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-      ],
-      "tags": [
-        "Climate & Environment",
-        "climate-adaptation",
-        "climate-change",
-        "climate-environment"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=adaptation-gap-report-2024",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=adaptation-gap-report-2024",
-      "external_url": "https://www.unep.org/resources/adaptation-gap-report-2024",
-      "title": "Adaptation Gap Report 2024",
-      "content_text": "Assessment of global progress and shortfalls in adaptation planning, finance, and implementation.",
-      "authors": [
-        {
-          "name": "UNEP"
-        }
-      ],
-      "tags": [
-        "Climate & Environment",
-        "climate-adaptation",
-        "climate-environment"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=world-energy-transitions-outlook-2023",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=world-energy-transitions-outlook-2023",
-      "external_url": "https://www.irena.org/Publications/2023/Jun/World-Energy-Transitions-Outlook-2023",
-      "title": "World Energy Transitions Outlook 2023",
-      "content_text": "IRENA's 1.5°C pathway detailing the renewables scale-up, electrification, and investment needed to meet climate goals.",
-      "authors": [
-        {
-          "name": "IRENA"
-        }
-      ],
-      "tags": [
-        "Energy & Just Transition",
-        "energy-just-transition"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=world-energy-outlook-2023",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=world-energy-outlook-2023",
-      "external_url": "https://www.iea.org/reports/world-energy-outlook-2023",
-      "title": "World Energy Outlook 2023",
-      "content_text": "The IEA's flagship scenario analysis of the global energy system and the pace of the clean-energy transition.",
-      "authors": [
-        {
-          "name": "International Energy Agency"
-        }
-      ],
-      "tags": [
-        "Energy & Just Transition",
-        "energy-just-transition"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=world-development-report-2023-migrants-refugees-and-societies",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=world-development-report-2023-migrants-refugees-and-societies",
-      "external_url": "https://openknowledge.worldbank.org/handle/10986/39696",
-      "title": "World Development Report 2023: Migrants, Refugees, and Societies",
-      "content_text": "Reframes migration as a development strategy, introducing a 'Match and Motive' matrix to guide policy for migrants, refugees, and host societies.",
-      "authors": [
-        {
-          "name": "World Bank"
-        }
-      ],
-      "tags": [
-        "Development Economics",
-        "development-economics",
-        "migration"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=workload-and-emerging-challenges-of-community-health-workers-in-low-and-middle",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=workload-and-emerging-challenges-of-community-health-workers-in-low-and-middle",
-      "external_url": "https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0282717",
-      "title": "Workload and Emerging Challenges of Community Health Workers in Low- and Middle-Income Countries: A Mixed-Methods Systematic Review",
-      "content_text": "Systematic review summarizing community health workers' perceived workload in LMICs, finding that excessive workload affects productivity and retention of CHWs in remote and underserved areas.",
-      "authors": [
-        {
-          "name": "Tegbar Yigzaw, Wondwosen Shiferaw, Frehiwot Berhane, Mengistu Hailemariam"
-        }
-      ],
-      "tags": [
-        "Public Health",
-        "CHWs",
-        "mixed-methods",
-        "public-health",
-        "systematic-review"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=whats-trending-in-difference-in-differences-a-synthesis-of-the-recent",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=whats-trending-in-difference-in-differences-a-synthesis-of-the-recent",
-      "external_url": "https://www.jonathandroth.com/assets/files/DiD_Review_Paper.pdf",
-      "title": "What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature",
-      "content_text": "Synthesizes the rapidly evolving difference-in-differences literature, covering staggered adoption, heterogeneous treatment effects, pre-trend testing, and best practices for practitioners.",
-      "authors": [
-        {
-          "name": "Jonathan Roth, Pedro H.C. Sant'Anna, Alyssa Bilinski, John Poe"
-        }
-      ],
-      "tags": [
-        "Research Methods",
-        "diff-in-diff",
-        "research-methods"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=trends-in-maternal-mortality-2000-to-2020",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=trends-in-maternal-mortality-2000-to-2020",
-      "external_url": "https://www.who.int/publications/i/item/9789240068759",
-      "title": "Trends in Maternal Mortality 2000 to 2020",
-      "content_text": "The inter-agency estimates tracking the global stagnation in reducing maternal deaths.",
-      "authors": [
-        {
-          "name": "WHO, UNICEF, UNFPA, World Bank, UNDESA"
-        }
-      ],
-      "tags": [
-        "Public Health",
-        "maternal-health",
-        "public-health"
-      ]
-    },
-    {
-      "id": "https://varnasr.github.io/development-discourses/resource.html?id=trade-and-development-report-2023",
-      "url": "https://varnasr.github.io/development-discourses/resource.html?id=trade-and-development-report-2023",
-      "external_url": "https://unctad.org/publication/trade-and-development-report-2023",
-      "title": "Trade and Development Report 2023",
-      "content_text": "UNCTAD's macroeconomic assessment of growth, debt, and the reforms needed in the international financial architecture.",
+      "id": "https://varnasr.github.io/development-discourses/resource.html?id=human-development-report-202324",
+      "url": "https://varnasr.github.io/development-discourses/resource.html?id=human-development-report-202324",
+      "external_url": "https://hdr.undp.org/content/human-development-report-2023-24",
+      "title": "Human Development Report 2023/24",
+      "content_text": "'Breaking the Gridlock'—the HDR examining rising global polarisation and the reimagined cooperation needed for human development.",
       "authors": [
         {
-          "name": "UNCTAD"
+          "name": "UNDP"
         }
       ],
       "tags": [
diff --git a/sitemap.xml b/sitemap.xml
index 3eb961d..da12b03 100644
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+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=transdiagnostic-psychological-interventions-for-symptoms-of-common-mental</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=a-global-scoping-review-of-task-shifting-and-sharing-interventions-to-improve</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=world-development-report-2009-reshaping-economic-geography</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=migration-and-remittances-factbook-2016</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=urbanization-beyond-municipal-boundaries-nurturing-metropolitan-economies-and</loc><priority>0.6</priority></url>
@@ -617,6 +648,10 @@
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=just-give-money-to-the-poor</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=social-protection-and-jobs-responses-to-covid-19</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=universal-basic-income-debate-and-evidence</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=distributional-impacts-of-cash-transfers-on-the-multidimensional-poverty-of</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=assessing-the-impact-of-cash-transfer-programmes-on-socioeconomic-outcomes-in</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=the-impact-of-shock-responsive-social-cash-transfers-evidence-from-an-aggregate</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=impact-of-cash-transfers-on-child-poverty-among-school-aged-refugee-children</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=washem-a-handwashing-behaviour-change-approach</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=water-sanitation-and-hygiene-wash-evidence-gaps-and-new-approaches</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=effect-of-water-sanitation-and-hygiene-on-the-prevention-of-diarrhoea-in-young</loc><priority>0.6</priority></url>
@@ -646,4 +681,11 @@
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=water-supply-sanitation-and-hygiene-in-schools</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=ending-open-defecation-lessons-from-the-swachh-bharat-mission</loc><priority>0.6</priority></url>
   <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=water-and-climate-change</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=effectiveness-of-interventions-to-improve-drinking-water-sanitation-and</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=impact-on-childhood-mortality-of-interventions-to-improve-drinking-water</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=effects-of-a-community-driven-water-sanitation-and-hygiene-intervention-on</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=interventions-promoting-uptake-of-water-sanitation-and-hygiene-wash</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=wash-interventions-and-child-diarrhea-at-the-interface-of-climate-and</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=association-between-water-sanitation-and-hygiene-wash-practices-and-childhood</loc><priority>0.6</priority></url>
+  <url><loc>https://varnasr.github.io/development-discourses/resource.html?id=leveraging-water-sanitation-and-hygiene-for-nutrition-in-low-and-middleincome</loc><priority>0.6</priority></url>
 </urlset>