To cite the database in publications, please use the first entry below (the data record is the second), and also cite the original studies whose data you use (see cite(get_dataset(...))).

Fernandez, K., Goyal, S., & Krajbich, I. (2026). A database of subjective evaluation ratings for decision-making research. Retrieved from https://osf.io/preprints/psyarxiv/af2nr_v1

Fernandez, K., Goyal, S., & Krajbich, I. (2026). The Liking Initiative: a database of subjective evaluation ratings for decision-making research [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22216442

Corresponding BibTeX entries:

  @Misc{,
    title = {A database of subjective evaluation ratings for
      decision-making research},
    author = {Kianté Fernandez and Sumedha Goyal and Ian Krajbich},
    year = {2026},
    url = {https://osf.io/preprints/psyarxiv/af2nr_v1},
    note = {PsyArXiv preprint},
  }

  @Misc{,
    title = {The Liking Initiative: a database of subjective evaluation
      ratings for decision-making research},
    author = {Kianté Fernandez and Sumedha Goyal and Ian Krajbich},
    year = {2026},
    publisher = {Zenodo},
    doi = {10.5281/zenodo.22216442},
    note = {[Data set]},
  }