Beyond Rating Scales: With targeted evaluation, large language models are poised for psychological assessment
APA
Kjell, O. N. E., Kjell, K., & Schwartz, H. A. (2024). Beyond Rating Scales: With targeted evaluation, large language models are poised for psychological assessment. Psychiatry Research, 333, 115667. https://doi.org/10.1016/j.psychres.2023.115667
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@article{kjell2024beyond,
title = {{Beyond Rating Scales: With targeted evaluation, large language models are poised for psychological assessment}},
author = {Oscar N.E. Kjell and Katarina Kjell and H. Andrew Schwartz},
year = {2024},
journal = {Psychiatry Research},
doi = {10.1016/j.psychres.2023.115667},
url = {https://doi.org/10.1016/j.psychres.2023.115667}
}
Abstract
This narrative review surveys recent empirical evaluations of AI-based language assessments and presents a case for large language models revolutionizing standardized psychological assessment. It discusses the technological advances of transformers, their applications, and the potential for language-based assessments to modernize mental health evaluation beyond traditional rating scales.
