A network of repositories for self-report measures, built by researchers.
Repositories
Each repository is an independently maintained collection for one research area.
Introducing ManyScale
Psychology measurement lacks standardization — and standardizing our measures starts with documenting them. Cataloguing the field's self-report measures is a crucial step toward reducing measurement proliferation, improving consistency across studies, and making our science more cumulative.
ManyScale is a network of repositories for self-report measures, each covering one subfield within psychology. Building repositories by subfield keeps each one manageable in scope — maintained by researchers embedded in that community who know and use the measures firsthand.
ManyScale is a free and open-source project. Right now, we are looking for collaborators who are interested in leading repositories in their respective subfields. We can give you the tools to help you make a ManyScale for your research area. For a plug-and-play option, we can create the repository on our server (you just add and maintain the measures). Alternatively, we can share the code so you can create your own self-hosted version. If you are interested in hosting a repository for your research area, please get in touch.
Why Collect Measures?
Measurement standardization is an important part of a mature science.
ManyScale answers recent calls for the discipline of psychology to document and standardize its measures.[1][2] By curating a publicly available collection of measures for the field of relationship science, we hope that ManyScale can help to:
- improve measurement consistency across studies
- combat the proliferation of constructs and measures
- facilitate meta-scientific projects
- encourage the iterative improvement of the field’s measures
Ultimately, the goal of ManyScale is to help make psychological research more cumulative.

- Anvari, F., Alsalti, T., Oehler, L.A., Marion, Z., Hussey, I., Elson, M., & Arslan, R.C. (2025). A Fragmented Field: Construct and Measure Proliferation in Psychology. Advances in Methods and Practices in Psychological Science, 8(3). https://doi.org/10.1177/25152459251360642
- Elson, M., Hussey, I., Alsalti, T., & Arslan, R. C. (2023). Psychological measures aren’t toothbrushes. Communications Psychology, 1(1), 25.
Get in Touch
Want to see a repository for your research area, or have a question about the network? Send us a message.