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---
title: "Related data resources and publications"
---
# Related data resources
These resources may be useful in either extending or supplementing the data offered in the IRW.
* [Wordbank](https://wordbank.stanford.edu/): An open database of children's vocabulary development.
* [Attentional Control Data Collection](https://www.uni-potsdam.de/en/psych-methods/research/attentional-control-data-collection): Data from attentional control tasks.
* [PrefLib](https://preflib.github.io/PrefLib-Jekyll/): A library of preference data.
* [PsychoModels](https://www.psychomodels.org/): A database of formal models in psychology.
* [ALIGNS](https://nomologicalnetwork.org/): A method for exploring the nomological network of a scale.
* [openESM](https://openesmdata.org/about/): Repository of experience sampling datasets.
* [Truth Effect Database (TED)](https://slesche.github.io/ted-site/): Repository dedicated to research on the illusory truth effect.
* [fearbase](https://fearbase.org/): A Dynamically Growing Fear Conditioning Database.
# Related publications
These publications are advancing psychometric research via analysis of larger volumes of data.
* D’Urso, E. D., De Roover, K., Vermunt, J. K., & Tijmstra, J. (2022). Scale length does matter: Recommendations for measurement invariance testing with categorical factor analysis and item response theory approaches. Behavior Research Methods, 54(5), 2114-2145.
* Haaf, J. M., Hoffstadt, M., & Lesche, S. (2025). Attentional control data collection: A resource for efficient data reuse. Behavior Research Methods, 57(8), 208.
* Huth, K. B., Haslbeck, J. M., Keetelaar, S., van Holst, R. J., & Marsman, M. (2025). Statistical evidence in psychological networks. Nature Human Behaviour, 1-14.
* Maassen, E., D'Urso, E. D., Van Assen, M. A., Nuijten, M. B., De Roover, K., & Wicherts, J. M. (2023). The dire disregard of measurement invariance testing in psychological science. Psychological Methods.