The lay assessment of subclinical depression in daily life.
Abstract
This study examined how laypersons assess subclinical depression in others on the basis of information about their daily lives. For 2 days, 96 participants were tracked with the Electronically Activated Recorder, a naturalistic observation method that samples ambient sounds from participants' momentary environments. Judges rated participants' levels of depression after listening to the sampled ambient sounds. Participants' depressive symptoms were assessed with the Beck Depression Inventory. Overall, judges showed little accuracy at determining participants' levels of depressive symptoms from the ambient sounds. Exploratory analyses, however, revealed that judges were more accurate among moderately and severely depressed participants, presumably because the cues judges used to assess depression (e.g., spending time alone, not socializing, not laughing) discriminated successfully only at high levels of subclinical depression.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
More first-person singular pronoun use in trauma narratives may indicate unmitigated self-immersion, which may hamper emotion regulation and has been associated with greater impairment of mental and social functioning.
“Finally, more first-person singular pronoun use in trauma narratives predicted later PTSD and may indicate unmitigated self-immersion which may hamper emotion regulation and has been associated with greater impairment of mental and social functioning (9, 26).”
From Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment (2018) · cites this paper as [26]
First-person singular pronoun use has emerged as a predictor of depression in prior research.
“Finally, the use of first-person singular pronouns (“I,” “me.” “my”), a proposed measure of self-immersed processing (24, 25) has emerged as a predictor of depression (9, 26, 27) and general psychopathology (28) in prior research.”
From Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment (2018) · cites this paper as [26]
Cites
Intraclass correlations: Uses in assessing rater reliability.
Shrout, P. E., & Fleiss, J. L. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.2.420 · Cited by 23,433 · see citing works
Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence
Singer, J. D., & Willett, J. B. (2003) · doi:10.1093/acprof:oso/9780195152968.001.0001 · Cited by 10,647 · see citing works
Perception and the Representative Design of Psychological Experiments
Brunswik, E. (1956) · doi:10.1525/9780520350519 · Cited by 2,974 · see citing works
Linguistic Inquiry and Word Count (LIWC)
Chung, C. K., & Pennebaker, J. W. (2012) · IGI Global eBooks · doi:10.4018/978-1-60960-741-8.ch012 · Cited by 2,152 · see citing works
Thin slices of expressive behavior as predictors of interpersonal consequences: A meta-analysis.
Ambady, N., & Rosenthal, R. (1992) · Psychological Bulletin · doi:10.1037/0033-2909.111.2.256 · Cited by 1,925 · see citing works
Screening Depressed Patients in Family Practice
Beck, A. T., & Beck, R. W. (1972) · Postgraduate Medicine · doi:10.1080/00325481.1972.11713319 · Cited by 1,836 · see citing works
Depression and the response of others.
Coyne, J. C. (1976) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.85.2.186 · Cited by 1,464 · see citing works
Personality and Prediction: Principles of Personality Assessment
Wiggins, J. S. (1973) · Medical Entomology and Zoology · Cited by 1,244 · see citing works
Language use of depressed and depression-vulnerable college students
Rude, S., Gortner, E.-M., & Pennebaker, J. (2004) · Cognition & Emotion · doi:10.1080/02699930441000030 · Cited by 1,018 · see citing works
Short Form of Depression Inventory: Cross-Validation
Beck, A. T., Rial, W. Y., & Rickels, K. (1974) · Psychological Reports · doi:10.1177/003329417403403s01 · Cited by 807 · see citing works
Mehl, M. R., Gosling, S. D., & Pennebaker, J. W. (2006) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.90.5.862 · Cited by 764 · see citing works
Self-citationJohn, O. P., & Robins, R. W. (1993) · Journal of Personality · doi:10.1111/j.1467-6494.1993.tb00781.x · Cited by 657 · see citing works
Trait inferences: Sources of validity at zero acquaintance.
Borkenau, P., & Liebler, A. (1992) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.62.4.645 · Cited by 608 · see citing works
Linguistic Inquiry and Word Count (LIWC2007)
Pennebaker, J., Booth, R. J., & Francis, M. T. (2007) · ResearchSpace (University of Auckland) · Cited by 604 · see citing works
Social skills deficits associated with depression
Segrin, C. G. (2000) · Clinical Psychology Review · doi:10.1016/s0272-7358(98)00104-4 · Cited by 594 · see citing works
Mehl, M. R., & Pennebaker, J. W. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.857 · Cited by 508 · see citing works
Self-citationInterpersonal Processes in Depression
Hames, J. L., Hagan, C. R., & Joiner, T. E. (2013) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050212-185553 · Cited by 499 · see citing works
Symptoms versus a diagnosis of depression: Differences in psychosocial functioning.
Gotlib, I. H., Lewinsohn, P. M., & Seeley, J. R. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.63.1.90 · Cited by 459 · see citing works
Mehl, M. R., Pennebaker, J. W., Crow, D., Dabbs, J. M., & Price, J. H. (2001) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03195410 · Cited by 454 · see citing works
Self-citationStudying the clinician: judgment research and psychological assessment
Garb, H. N. (1999) · Choice Reviews Online · doi:10.5860/choice.36-3045 · Cited by 444 · see citing works
Watson, D., Hubbard, B., & Wiese, D. (2000) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.78.3.546 · Cited by 398 · see citing works
Studying the clinician: Judgment research and psychological assessment.
Garb, H. N. (1998) · American Psychological Association eBooks · doi:10.1037/10299-000 · Cited by 365 · see citing works
Behavioral manifestations of personality: An ecological approach to judgmental accuracy.
Funder, D. C., & Sneed, C. D. (1993) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.64.3.479 · Cited by 299 · see citing works
Watson, D., Hubbard, B., & Wiese, D. (2000) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.78.3.546 · Cited by 293 · see citing works
Behavioral manifestations of personality: An ecological approach to judgmental accuracy.
Funder, D. C., & Sneed, C. D. (1993) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.64.3.479 · Cited by 236 · see citing works
Perceptions of people with personality disorders based on thin slices of behavior
Oltmanns, T. F., Friedman, J. N. W., Fiedler, E. R., & Turkheimer, E. (2004) · Journal of Research in Personality · doi:10.1016/s0092-6566(03)00066-7 · Cited by 189 · see citing works
Clinical depression and day-to-day social interaction in a community sample.
Nezlek, J. B., Hampton, C., & Shean, G. D. (2000) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.109.1.11 · Cited by 139 · see citing works
The Social Dynamics of a Cultural Upheaval
Mehl, M. R., & Pennebaker, J. W. (2003) · Psychological Science · doi:10.1046/j.0956-7976.2003.psci_1468.x · Cited by 124 · see citing works
Self-citationDepression and everyday social interaction.
Nezlek, J. B., Imbrie, M., & Shean, G. D. (1994) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.67.6.1101 · Cited by 105 · see citing works
Depression and everyday social interaction.
Nezlek, J. B., Imbrie, M., & Shean, G. D. (1994) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.67.6.1101 · Cited by 87 · see citing works
Socioemotional Functioning in Depression
Rottenberg, J., & Gotlib, I. H. (2004) · Mood Disorders · doi:10.1002/9780470696385.ch4 · Cited by 67 · see citing works
Mood Disorders:A Handbook of Science and Practice
Power, M. (2004) · Medical Entomology and Zoology · Cited by 47 · see citing works
The twisted pear and the prediction of behavior.
Fisher, J. (1959) · Journal of Consulting Psychology · doi:10.1037/h0044080 · Cited by 42 · see citing works
ANDERSON, C. M. (1988) · Journal of Psychotherapy & The Family · doi:10.1300/j287v03n03_04 · Cited by 28 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods
Tausczik, Y. R., & Pennebaker, J. W. (2010) · Journal of Language and Social Psychology · doi:10.1177/0261927x09351676 · Cited by 5,774 · see citing works
Who knows what about a person? The self–other knowledge asymmetry (SOKA) model.
Vazire, S. (2010) · Journal of Personality and Social Psychology · doi:10.1037/a0017908 · Cited by 1,080 · see citing works
Mehl, M. R., Gosling, S. D., & Pennebaker, J. W. (2006) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.90.5.862 · Cited by 764 · see citing works
Self-citationA meta-analysis of correlations between depression and first person singular pronoun use
Edwards, T., & Holtzman, N. S. (2017) · Journal of Research in Personality · doi:10.1016/j.jrp.2017.02.005 · Cited by 224 · see citing works
Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment
Kleim, B., Horn, A. B., Kraehenmann, R., Mehl, M. R., & Ehlers, A. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00645 · Cited by 74 · see citing works
Self-citationBorelli, J. L., West, J. L., Decoste, C., & Suchman, N. E. (2012) · Infant Mental Health Journal · doi:10.1002/imhj.21340 · Cited by 70 · see citing works
Linguistic analysis of patients with mood and anxiety disorders during cognitive behavioral therapy
Sonnenschein, A. R., Hofmann, S. G., Ziegelmayer, T., & Lutz, W. (2018) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2017.1419505 · Cited by 68 · see citing works
Linguistic predictors of psychological adjustment in healthcare workers during the COVID-19 pandemic
Castiglioni, M., Caldiroli, C. L., Negri, A., Manzoni, G. M., & Procaccia, R. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20054482 · Cited by 12 · see citing works
Leung, Y. W., Ng, S., Duan, L., Lam, C., Chan, K., Gancarz, M., Rennie, H., Trachtenberg, L., Chan, K. P., Adikari, A., et al. (2023) · JMIR Cancer · doi:10.2196/40113 · Cited by 12 · see citing works
- Authors
- Mehl, M. R.
- Affiliations
- University of Arizona (US)
- Corresponding author
- Mehl, Matthias R.
- ORCID
- Mehl, Matthias R.
- Venue
- Psychological Assessment
- Published
- 2006
- Volume
- 18
- Issue
- 3
- Pages
- 340-345
- ISSN
- 1040-3590 (ISSN-L)
- 1939-134X
- OpenAlex
- W2119084793
- Cited by
- 105
- References
- 34
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 3 · 2023: 8 · 2022: 4 · 2021: 3 · 2020: 6 · 2019: 6 · 2018: 6 · 2017: 4 · 2016: 3 · 2015: 6 · 2014: 4 · 2013: 8 · 2012: 9
- FWCI
- 7.57
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Assessment (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (MH64527-01A1; MH 52391)
- National Science Foundation (0422924)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Social Psychology › Mental Health via Writing
- Keywords
- subthreshold depression, social judgment, environmental sounds, naturalistic observation, observer accuracy, depressive symptoms, social cues, everyday life
- MeSH terms
- Acoustics, Activities of Daily Living, Adolescent, Cues, Depressive Disorder, Female, Humans, Judgment, Male, Peer Group, Psychiatric Status Rating Scales, Psychometrics, Severity of Illness Index, Social Behavior, Social Environment, Students, Reproducibility of Results
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review