ArticleFrontiers in psychology2021
Computational Language Assessments of Harmony in Life - Not Satisfaction With Life or Rating Scales - Correlate With Cooperative Behaviors.
Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
15 citing papers in PubMed.
- Natural Language Response Formats for Assessing Depression and Worry With Large Language Models: A Sequential Evaluation With Model Pre-Registration.Assessment · 2026Article
- Language-based personality assessment from life narratives: a focus on model interpretability and efficiency.Frontiers in artificial intelligence · 2026Article
- Can an Algorithm Tell How Spiritual You Are? Using Generative Pretrained Transformers for Sophisticated Forms of Text Analysis.Journal of personality · 2025Article
- AI-Augmented Content Validation in Behavioral Research: Development and Evaluation of the RATER System.MIS quarterly : management information systems · 2025Article
- Statistics is not measurement: The inbuilt semantics of psychometric scales and language-based models obscures crucial epistemic differences.Frontiers in psychology · 2025Article
- Qualitative Health-Related Quality of Life and Natural Language Processing: Characteristics, Implications, and Challenges.Healthcare (Basel, Switzerland) · 2024Article
- Question-based computational language approach outperforms rating scales in quantifying emotional states.Communications psychology · 2024Article
- Beyond rating scales: With targeted evaluation, large language models are poised for psychological assessment.Psychiatry research · 2024Review
- The Cantril Ladder elicits thoughts about power and wealth.Scientific reports · 2024Article
- Article
- Measuring the menu, not the food: "psychometric" data may instead measure "lingometrics" (and miss its greatest potential).Frontiers in psychology · 2024Review
- Precise language responses versus easy rating scales-Comparing respondents' views with clinicians' belief of the respondent's views.PloS one · 2023Article
- Natural language analyzed with AI-based transformers predict traditional subjective well-being measures approaching the theoretical upper limits in accuracy.Scientific reports · 2022Article
- Article
- Freely Generated Word Responses Analyzed With Artificial Intelligence Predict Self-Reported Symptoms of Depression, Anxiety, and Worry.Frontiers in psychology · 2021Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Different types of well-being are likely to be associated with different kinds of behaviors. The first objective of this study was, from a subjective well-being perspective, to examine whether harmony in life and satisfaction with life are related differently to cooperative behaviors depending on individuals' social value orientation. The second objective was, from a methodological perspective, to examine whether language-based assessments called
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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.