refs.bib

@article{garibay2015stem,
  title={{STEM} students’ social agency and views on working for social change: Are {STEM} disciplines developing socially and civically responsible students?},
  author={Garibay, Juan C},
  journal={Journal of Research in Science Teaching},
  volume={52},
  number={5},
  pages={610--632},
  year={2015},
  publisher={Wiley Online Library}
}
 %Ariana
@article{seemiller2017generation,
  title={Generation {Z}: Educating and engaging the next generation of students},
  author={Seemiller, Corey and Grace, Meghan},
  journal={About Campus},
  volume={22},
  number={3},
  pages={21--26},
  year={2017},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}
%Ariana
@article{guterman2007good, 
  title={What Good Is Undergraduate Research, Anyway?.},
  author={Guterman, Lila},
  journal={Chronicle of Higher Education},
  volume={53},
  number={50},
  year={2007},
  publisher={ERIC}
}
%Ariana
@book{hunter2010undergraduate,
  title={Undergraduate research in the sciences: Engaging students in real science},
  author={Hunter, Anne-Barrie and Seymour, Elaine and Laursen, Sandra and Thiry, Heather and Melton, Ginger},
  year={2010},
  publisher={John Wiley \& Sons}
}
 %Ariana
@article{hunter2007becoming,
  title={Becoming a scientist: The role of undergraduate research in students' cognitive, personal, and professional development},
  author={Hunter, Anne-Barrie and Laursen, Sandra L and Seymour, Elaine},
  journal={Science Education},
  volume={91},
  number={1},
  pages={36--74},
  year={2007},
  publisher={Wiley Online Library}
}


@MISC{mgp,
author = {},
title = {The Mathematics Genealogy Project},
year = {2000},
howpublished={\url{https://www.genealogy.math.ndsu.nodak.edu/}}
}

@article{vivona2021,
    author = {Brian D. Vivona and Matthew S. Wolfgram},
    title ={Conducting Community Based Participatory Action Research},
    journal = {Human Resource Development Review},
    volume = {20},
    number = {4},
    pages = {512-521},
    year = {2021},
    doi = {10.1177/15344843211044003},
    abstract = { Organizations are continuously changing based on social, political, and economic conditions. HRD scholars and practitioners should think about new approaches to how they can engage with organizations and the people within them. Action research has been used as an approach in organization development for many years. While conventional action research has an emphasis on classical or traditional processes of inquiry, we present Community Based Participatory Action Research (CBPAR) as new research approach with an additional level of critical thought and engagement that is in alignment with Critical HRD. CBPAR aims to create knowledge and action, but also aims to empower members of communities or organization who are marginalized or oppressed. CBPAR offers an exciting and alterative approach to organizational research. }
}

@article{ardila2016cuentan,
  title={Todos cuentan: Cultivating diversity in combinatorics},
  author={Ardila-Mantilla, Federico},
  journal={Notices of the AMS},
  volume={63},
  number={10},
  pages={1164--1170},
  year={2016}
}

@article{bak2021stewardship,
  title={Stewardship of global collective behavior},
  author={Bak-Coleman, Joseph B and Alfano, Mark and Barfuss, Wolfram and Bergstrom, Carl T and Centeno, Miguel A and Couzin, Iain D and Donges, Jonathan F and Galesic, Mirta and Gersick, Andrew S and Jacquet, Jennifer and others},
  journal={Proceedings of the National Academy of Sciences},
  volume={118},
  number={27},
  pages={e2025764118},
  year={2021},
  publisher={National Acad Sciences}
}

@book{DataFem,
  title={Data Feminism},
  author={D'ignazio, Catherine and Klein, Lauren F},
  year={2020},
  publisher={MIT Press}
}

@misc{castillo2022,
    author = {Castillo, W and Gillborn, D},
    title = {How to ``QuantCrit:'' Practices and Questions for Education Data Researchers and Users},
    year = {2022},
    journal = {EdWorkingPaper},
    number = {22-546},
    howpublished={Retrieved from Annenberg Institute at Brown University: \url{https://doi.org/10.26300/v5kh-dd65}}
}

@incollection{tuckyang,
  title={Introduction: Born Under the Rising Sign of Social Justice},
  author={Tuck, Eve and Yang, K Wayne},
  booktitle={Toward What Justice: Describing Diverse Dreams Of Justice In Education},
  publisher = {Routledge},
  address = {Abingdon},
  year={2018}
}

@article{mehrabi2021survey,
  title={A survey on bias and fairness in machine learning},
  author={Mehrabi, Ninareh and Morstatter, Fred and Saxena, Nripsuta and Lerman, Kristina and Galstyan, Aram},
  journal={ACM Computing Surveys (CSUR)},
  volume={54},
  number={6},
  pages={1--35},
  year={2021},
  publisher={ACM New York, NY, USA}
}

@misc{diazeaton23,
  title={Community-research partnerships in data science and social justice},
  author={Diaz Eaton, C and et. al},
  journal={American Mathematical Monthly},
  year={in prep}
}

@inproceedings{jacobs2021measurement,
  title={Measurement and fairness},
  author={Jacobs, Abigail Z and Wallach, Hanna},
  booktitle={Proceedings of the 2021 ACM conference on fairness, accountability, and transparency},
  pages={375--385},
  year={2021}
}


@inproceedings{ramachandran2021gaea,
  title={{GAEA}: Graph augmentation for equitable access via reinforcement learning},
  author={Ramachandran, Govardana Sachithanandam and Brugere, Ivan and Varshney, Lav R and Xiong, Caiming},
  booktitle={Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={884--894},
  year={2021}
}

@article{pierson2020large,
  title={A large-scale analysis of racial disparities in police stops across the {U}nited {S}tates},
  author={Pierson, Emma and Simoiu, Camelia and Overgoor, Jan and Corbett-Davies, Sam and Jenson, Daniel and Shoemaker, Amy and Ramachandran, Vignesh and Barghouty, Phoebe and Phillips, Cheryl and Shroff, Ravi},
  journal={Nature Human Behaviour},
  volume={4},
  number={7},
  pages={736--745},
  year={2020},
  publisher={Nature Publishing Group}
}

@inproceedings{pierson2018fast,
  title={Fast threshold tests for detecting discrimination},
  author={Pierson, Emma and Corbett-Davies, Sam and Goel, Sharad},
  booktitle={International Conference on Artificial Intelligence and Statistics},
  pages={96--105},
  year={2018},
  organization={PMLR}
}

@book{tran2011can,
  title={How can students be scientists and still be themselves: Understanding the intersectionality of science identity and multiple social identities through graduate student experiences},
  author={Tran, Minh C},
  year={2011},
  publisher={University of California, Los Angeles}
}

@article{wood2019network,
  title={The network structure of police misconduct},
  author={Wood, George and Roithmayr, Daria and Papachristos, Andrew V},
  journal={Socius},
  volume={5},
  pages={2378023119879798},
  year={2019},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}
@article{becker2021computational,
  title={Computational redistricting and the voting rights act},
  author={Becker, Amariah and Duchin, Moon and Gold, Dara and Hirsch, Sam},
  journal={Election Law Journal: Rules, Politics, and Policy},
  volume={20},
  number={4},
  pages={407--441},
  year={2021}
}

@book{karaali2019mathematics,
  title={Mathematics for social justice: Resources for the college classroom},
  author={Karaali, Gizem and Khadjavi, Lily S},
  volume={60},
  year={2019},
  publisher={American Mathematical Soc.}
}

@book{horkheimer1972critical,
  title={Critical Theory: Selected Essays},
  author={Horkheimer, Max},
  volume={1},
  year={1972},
  publisher={A\&C Black}
}

@article{zhao2020network,
  title={Network position and police who shoot},
  author={Zhao, Linda and Papachristos, Andrew V},
  journal={The Annals of the American Academy of Political and Social Science},
  volume={687},
  number={1},
  pages={89--112},
  year={2020},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@article{wapman2022quantifying,
  title={Quantifying hierarchy and dynamics in US faculty hiring and retention},
  author={Wapman, K Hunter and Zhang, Sam and Clauset, Aaron and Larremore, Daniel B},
  journal={Nature},
  pages={1--8},
  year={2022},
  publisher={Nature Publishing Group}
}

@article{estrada2016improving,
  title={Improving underrepresented minority student persistence in STEM},
  author={Estrada, Mica and Burnett, Myra and Campbell, Andrew G and Campbell, Patricia B and Denetclaw, Wilfred F and Guti{\'e}rrez, Carlos G and Hurtado, Sylvia and John, Gilbert H and Matsui, John and McGee, Richard and  Moses Okpodu, Camellia and Robinson, T. Joan and Summers, Michael F. and Werner-Washburne, Maggie and Zavala, MariaElena},
  journal={CBE—Life Sciences Education},
  volume={15},
  number={3},
  pages={es5},
  year={2016},
  publisher={Am Soc Cell Biol}
}

@article{taffe2021equity,
  title={Equity, Diversity and Inclusion: Racial inequity in grant funding from the {US National Institutes of Health}},
  author={Taffe, Michael A and Gilpin, Nicholas W},
  journal={Elife},
  volume={10},
  pages={e65697},
  year={2021},
  publisher={eLife Sciences Publications Limited}
}

@article{alsan2018tuskegee,
  title={Tuskegee and the health of black men},
  author={Alsan, Marcella and Wanamaker, Marianne},
  journal={The Quarterly Journal of Economics},
  volume={133},
  number={1},
  pages={407--455},
  year={2018},
  publisher={Oxford University Press}
}


@InProceedings{pmlr-v81-buolamwini18a,
  title = 	 {Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification},
  author = 	 {Buolamwini, Joy and Gebru, Timnit},
  booktitle = 	 {Proceedings of the 1st Conference on Fairness, Accountability and Transparency},
  pages = 	 {77--91},
  year = 	 {2018},
  editor = 	 {Friedler, Sorelle A. and Wilson, Christo},
  volume = 	 {81},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {23--24 Feb},
  publisher =    {PMLR}
}


@inproceedings{bender2021dangers,
  title={On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?},
  author={Bender, Emily M and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret},
  booktitle={Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency},
  pages={610--623},
  year={2021}
}

@techreport{chetty2018opportunity,
  title={The opportunity atlas: Mapping the childhood roots of social mobility},
  author={Chetty, Raj and Friedman, John N and Hendren, Nathaniel and Jones, Maggie R and Porter, Sonya R},
  year={2018},
  institution={National Bureau of Economic Research}
}

@article{ciocanel2020justfair,
  title={{JUSTFAIR}: Judicial system transparency through federal archive inferred records},
  author={Ciocanel, Maria-Veronica and Topaz, Chad M and Santorella, Rebecca and Sen, Shilad and Smith, Christian Michael and Hufstetler, Adam},
  journal={Plos One},
  volume={15},
  number={10},
  pages={e0241381},
  year={2020},
  publisher={Public Library of Science San Francisco, CA USA}
}

@article{smith2021racial,
  title={Racial disparities in criminal sentencing vary considerably across federal judges},
  author={Smith, Christian M and Goldrosen, Nicholas and Ciocanel, Maria-Veronica and Santorella, Rebecca and Topaz, Chad M and Sen, Shilad},
  journal={SocArXiv (July 2021)},
  year={2021}
}

@article{alexander2022beyond,
  title={Beyond Ethics: Considerations for Centering Equity-Minded Data Science},
  author={Alexander, Nathan and Diaz Eaton, Carrie and Shrout, Anelise H and Tsinnajinnie, Belin and Tsosie, Krystal},
  journal={Journal of Humanistic Mathematics},
  volume={12},
  number={2},
  pages={254--300},
  year={2022}
}

@inproceedings{eaton2022teaching,
  title={Teaching Machine Learning in the Context of Critical Quantitative Information Literacy},
  author={Eaton, Carrie Diaz},
  booktitle={Proceedings of the Second Teaching Machine Learning and Artificial Intelligence Workshop},
  pages={51--56},
  year={2022},
  organization={PMLR}
}

@article{mercier2011humans,
  title={Why do humans reason? Arguments for an argumentative theory},
  author={Mercier, Hugo and Sperber, Dan},
  journal={Behavioral and Brain Sciences},
  volume={34},
  number={2},
  pages={57--74},
  year={2011},
  publisher={Cambridge University Press}
}

@article{santamaria2018comparison,
  title={Comparison and benchmark of name-to-gender inference services},
  author={Santamar{\'i}a, Luc{\'i}a and Mihaljevi{\'c}, Helena},
  journal={PeerJ Computer Science},
  volume={4},
  pages={e156},
  year={2018},
  publisher={PeerJ Inc.}
}

@book{charlton2000nothing,
  title={Nothing about us without us: Disability oppression and empowerment},
  author={Charlton, James I},
  year={2000},
  publisher={University of California Press}
}


@article{freire1996pedagogy,
  title={Pedagogy of the oppressed (revised)},
  author={Freire, Paulo},
  journal={New York: Continuum},
  volume={356},
  pages={357--358},
  year={1996}
}

@misc{defs,
Author = {Ron Buckmire and Carrie Diaz Eaton and Joseph E. Hibdon, Jr. and Katherine M. Kinnaird and Drew Lewis and Jessica Libertini and Omayra Ortega and Rachel Roca and Andrés R. Vindas-Meléndez},
Title = {On definitions of ``mathematician"},
Year = {2023},
note   = {preprint (\href{https://arxiv.org/abs/2302.07432}{arXiv:2302.07432})},
}



@incollection{alexander2021critical,
  title={Critical conversations on social justice in undergraduate mathematics},
  author={Alexander, Nathan N and Teymuroglu, Zeynep and Yerger, Carl R},
  booktitle={Mathematics for Social Justice},
  pages={190--212},
  year={2021},
  publisher={Routledge}
}

@article{leonard2010nuances,
  title={The nuances and complexities of teaching mathematics for cultural relevance and social justice},
  author={Leonard, Jacqueline and Brooks, Wanda and Barnes-Johnson, Joy and Berry III, Robert Q},
  journal={Journal of Teacher Education},
  volume={61},
  number={3},
  pages={261--270},
  year={2010},
  publisher={Sage Publications Sage CA: Los Angeles, CA}
}


@article{tervalon1998cultural,
  title={Cultural humility versus cultural competence: A critical distinction in defining physician training outcomes in multicultural education},
  author={Tervalon, Melanie and Murray-Garcia, Jann},
  journal={Journal of Health Care for the Poor and Underserved},
  volume={9},
  number={2},
  pages={117--125},
  year={1998},
  publisher={Johns Hopkins University Press}
}

@article{ho2011trusting,
  title={Trusting experts and epistemic humility in disability},
  author={Ho, Anita},
  journal={IJFAB: International Journal of Feminist Approaches to Bioethics},
  volume={4},
  number={2},
  pages={102--123},
  year={2011},
  publisher={Indiana University Press}
}

@article{barcelo2022,
  title={MSRI Addresses the Challenge},
  author={Barcelo, Hélène and Singer, Michael F.},
  journal={Notices of the AMS},
  volume={69},
  number={6},
  pages={956--961},
  year={2022}
}

@article{jones2023data,
  title={Data science and social justice in the mathematics community},
  author={Jones, Quindel and Mel{\'e}ndez, Andr{\'e}s R Vindas and Mendible, Ariana and Aminian, Manuchehr and Brooks, Heather Z and Alexander, Nathan and Eaton, Carrie Diaz and Chodrow, Philip},
  journal={arXiv preprint arXiv:2303.09282},
  year={2023}
}

@book{wells2020crusade,
  title={Crusade for justice: The autobiography of Ida B. Wells},
  author={Wells, Ida B},
  year={2020},
  publisher={University of Chicago Press}
}