ArticleProceedings of the National Academy of Sciences of the United States of America2024
GPT is an effective tool for multilingual psychological text analysis.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers, 2 of them syntheses that pooled it.
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Who cites it
82 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Susceptibility to online misinformation: A systematic meta-analysis of demographic and psychological factors.Proceedings of the National Academy of Sciences of the United States of America · 2024Pooled it
- Language-based game theory in the age of artificial intelligence.Journal of the Royal Society, Interface · 2024Pooled it
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- Quantifying the prevalence and impact of overreaching causal claims in social science.Nature human behaviour · 2026Article
- Measuring complex constructs in large-scale text with computational social mixed methods.Behavior research methods · 2026Article
- Using natural language processing to track negative emotions in the daily lives of adolescents.Journal of psychopathology and clinical science · 2026Article
- Multi-Agent LLMs for Occupational Profiling: Psychometric Validation on 1636 Chinese Occupations.Behavioral sciences (Basel, Switzerland) · 2026Article
- Applying Artificial Intelligence to Expand the Measurement Tool Kit in Clinical-Psychological Science: Moving Beyond Self-Reports.Clinical psychological science : a journal of the Association for Psychological Science · 2026Article
- Sentiment Analysis of Naturalistic Speech Using Open-Weight Large Language Models.Affective science · 2026Article
- A psychological education model integrating artificial intelligence-based BERT in physical education.Scientific reports · 2026Article
- An fMRI dataset of verbalized spontaneous thought with annotated transcripts and self-report trait measures.bioRxiv : the preprint server for biology · 2026Article
- Thinking Critically About Algorithms for Automated Detection of Behavior: 11 Guidelines for Social and Behavioral Scientists.Developmental science · 2026Article
- Individual traits and experiences predict the content of dreams.Communications psychology · 2026Article
- Cognitive modeling of real-world behavior for understanding mental health.Trends in cognitive sciences · 2026Review
- An AI-powered research assistant in the lab: A practical guide for text analysis through iterative collaboration with LLMs.Behavior research methods · 2026Article
- Assessing personality using zero-shot generative AI scoring of brief open-ended text.Nature human behaviour · 2026Article
- Natural language reveals that political partisans are more affectively aligned over political issues than partisan identities.Communications psychology · 2026Article
- Leveraging AI for Analysis of Digital Health Information on Cancer Prevention Among Arab Youth and Adults: Content Analysis.JMIR infodemiology · 2026Article
- Emotional arousal enhances narrative memories through functional integration of large-scale brain networks.Nature human behaviour · 2026Article
22 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
The social and behavioral sciences have been increasingly using automated text analysis to measure psychological constructs in text. We explore whether GPT, the large-language model (LLM) underlying the AI chatbot ChatGPT, can be used as a tool for automated psychological text analysis in several languages. Across 15 datasets (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.