Cited by 189Psychological Well-being and Life SatisfactionAnxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesMental Health Research Topics

Don't hide your happiness! Positive emotion dissociation, social connectedness, and psychological functioning.

Open access
Mauss, Iris B., Shallcross, Amanda J., Troy, Allison S., John, Oliver P., Ferrer, Emilio, Wilhelm, Frank H., Gross, James J.·2011·Journal of Personality and Social Psychology

Abstract

It is now clear that positive emotion leads to enhanced psychological functioning. What is less clear, however, is just why this is so. Drawing on a social-functional perspective, we argue that positive emotional behavior that accurately signals to others the individual's internal state will enhance social connectedness. Positive emotional behavior that does not accurately signal a person's experience--such as a smile that is not felt--may impede social connectedness and, in turn, psychological functioning. This perspective suggests that (a) the degree to which experience and behavior are dissociated during positive emotional episodes, over and above level of positive behavior, should predict worse psychological functioning and (b) the effect of dissociation should be mediated by social connectedness. To test these hypotheses, we conducted a short-term prospective longitudinal study, with a baseline assessment of depressive symptoms and well-being at Time 1. Six months later, at Time 2, we used a novel within-individual laboratory paradigm to measure the degree to which positive emotional behavior was dissociated from (vs. coherent with) a participant's positive emotional experience. We also assessed level of positive behavior and experience. Then, another 6 months later, we assessed social connectedness as a mediator and depressive symptoms and well-being as outcomes at Time 3. Even when controlling for baseline functioning and for level of positive emotion behavior and experience, we found that greater positive experience-behavior dissociation at Time 2 predicted higher levels of depressive symptoms and lower levels of well-being at Time 3. As predicted, these associations were mediated by social connectedness.

AI snapshot

Written from the paper’s full text.

TL;DR

Positive experience-behavior dissociation during a positive emotion induction predicted worse psychological functioning 6 months later, and this link was mediated by social connectedness. The findings suggest that positive emotional behavior may be beneficial mainly when it accurately reflects felt positive emotion.

Key findings

  • Greater positive experience-behavior dissociation at Time 2 predicted higher depressive symptoms at Time 3 (r = .25, p < .01) and lower well-being at Time 3 (r = –.22, p < .01).
  • These associations held when controlling for overall levels of positive emotion experience and behavior and for baseline psychological functioning, indicating dissociation predicted change in functioning.
  • Social connectedness mediated the effects: direct associations became nonsignificant (ps > .13), and Sobel tests were significant (zs > 2.2, ps < .03). With all covariates simultaneously, the depression Sobel test became a trend (z = 1.7, p = .09) and the well-being Sobel test held (z = 2.0, p = .05).
  • On average, experience and behavior were more coherent than dissociated (dissociation M = –.68, SD = .34, range = –.92 to .36); the film clips induced moderate-to-high amusement (experience M = 6.1, SD = 1.5; behavior M = 5.1, SD = 1.1).

Methods

  • Prospective longitudinal study with three sessions: Time 1 baseline depressive symptoms and well-being; Time 2 about 6 months later, laboratory positive emotion induction and measurement of experience-behavior dissociation; Time 3 another 6 months later, social connectedness and outcomes.
  • Participants were 135 undergraduate students; technical difficulties and missing self-report/video data left 125 analyzed (47% female; mean age 21.1 years, SD = 0.6).
  • At Time 2, participants viewed a 5-min neutral film then an approximately 2-min amusing film (three clips, randomly assigned ns = 41, 39, 42). Experience was measured continuously with a rating dial; behavior was coded second-by-second by trained coders. Dissociation was computed from within-individual cross-correlations between experience and behavior across lags from –10 to 10 s, Fisher r-to-z transformed and reverse-scored. Outcomes used short CES-D, Satisfaction With Life Scale, and a social connectedness composite (ISEL appraisal/belongingness support plus UCLA Loneliness, alpha = .91); mediation used Baron and Kenny regressions and Sobel tests.

Limitations

  • The paper states four main limitations: specificity and boundary conditions need testing (e.g., socioeconomic and age groups, other positive emotions, physiological components, other mediators, clinical outcomes); causal interpretation is cautious because the design was prospective but not experimental; the mediation model lacked a fourth measurement point for cross-lagged analyses; and some effect sizes were relatively modest (betas ranged from .22 to .67).
  • Evident from the text: the sample was undergraduate and young, limiting generalizability; dissociation was measured in a nonsocial laboratory context even though the mediator was social connectedness; outcomes were self-report; and the study did not experimentally manipulate experience-behavior dissociation.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1037/a0022410

Cites

104 of 104 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

0 of 61 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    The associations between dissociation and depressive symptoms/well-being were no longer significant when social connectedness was entered, consistent with full mediation.

    “the associations between positive experience-behavior dissociation on the one hand and depressive symptoms and well-being on the other hand were no longer significant ( ps > .13), consistent with the requirement for full mediation.”
    Quote in the paperSubstantial claim
  • Findingown data

    Mediation results held when controlling for overall levels of positive emotional behavior and experience (Sobel's zs > 2.1, ps < .04).

    “these mediation results held even when controlling for overall levels of positive emotional behavior and experience (Sobel's zs > 2.1, ps < .04)”
    Quote in the paperSubstantial claim
  • Findingown data

    The main results held for each of the three social connectedness scales individually.

    “and that our main results held for each of the three scales individually”
    Quote in the paperSubstantial claim
  • Findingown data

    Dissociation at Time 2 predicted greater increases in depressive symptoms at Time 3, controlling for baseline depressive symptoms.

    “participants who exhibited relatively dissociated positive experience and behavior tended to exhibit greater increases in depressive symptoms”
    Quote in the paperSubstantial claim
  • Findingown data

    Mediation results held when controlling for baseline depressive symptoms (Sobel's z = 3.6, p < .001).

    “and for baseline levels of depressive symptoms (Sobel's z = 3.6, p < .001)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 20
  • The quote only partly states this claim. 1
  • May combine two claims. 18
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Depressive symptoms and well-being were negatively correlated (r about -.60).

    “As expected, depressive symptoms and well-being were negatively correlated (r about –.60).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    On average, the experiential and behavioral components of the emotion response were relatively more coherent than dissociated (M = -.68).

    “As expected, on average the experiential and behavioral components of the emotion response were relatively more coherent than dissociated, as indicated by a negative sample mean of our index of experience-behavior dissociation (i.e., M =–.68, indicating a fairly low average level of dissociation).”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Greater experience-behavior dissociation predicted lower levels of well-being at Time 3 (r = -.22, p < .01).

    “greater positive experience-behavior dissociation at Time 2 predicted higher levels of depressive symptoms and lower levels of well-being at Time 3”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There were no effects of sex or ethnicity (comparing Asian/Asian American to European/European American groups) on dissociation/coherence.

    “We did not find effects of either sex or ethnicity (comparing Asian/Asian American to European/ European American groups).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was no evidence for curvilinear effects, and linear relationships presented the best fit for the data.

    “There was no evidence for curvilinear effects, and linear relationships presented the best fit for the data.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Positive emotions foster social connectedness and the formation of long-term cooperative bonds.

    “In this way, positive emotions foster social connectedness (engagement in close, mutually satisfying relationships) and the formation of long-term cooperative bonds (Anderson et al., 2003; Reis & Patrick, 1996).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Anderson et al., 2003

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    • cites Reis & Patrick, 1996

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  • May combine two claims.

    Premisecitation

    Positive emotions serve social functions by communicating affiliative intent and approachability and by inducing positive emotional states in others.

    “In particular, positive emotions serve these functions by communicating to others affiliative intent and approachability and by inducing positive emotional states in others (cf. Anderson, Keltner, & John, 2003; Borkenau & Liebler, 1992; Frank, Ekman, & Friesen, 1993; Frijda & Mesquita, 1994; Keltner & Haidt, 1999; King, 2000; Shiota, Campos, Keltner, & Hertenstein, 2004).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Anderson, Keltner, & John, 2003

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    • cites Borkenau & Liebler, 1992

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    • cites Frank, Ekman, & Friesen, 1993

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  • Classified as probably not a substantial claim.

    Study design and conductcitation

    The time window of -10 to 10 s was chosen because theoretical considerations led to expect meaningful time lags not greater than 10 s in either direction.

    “The time window of –10 to 10 was chosen because theoretical considerations led us to expect that there might be meaningful time lags among measures not greater than 10 s in either direction (e.g., Gratton, 2000; Kettunen, Ravaja, Näätänen, Keskivaara, & Keltikangas-Järvinen, 1998; Levenson, 1988).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Gratton, 2000

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    • cites Kettunen et al., 1998

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    • cites Levenson, 1988

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  • Classified as probably not a substantial claim.

    Premisecitation

    Several researchers have argued that between-individual approaches are not appropriate for indexing the kind of dissociation expected to have consequences for individual-level functioning.

    “Indeed, several researchers have argued that such between-individual approaches are not appropriate for indexing the kind of dissociation that is expected to have consequences for individual-level functioning, namely, the degree to which experiences and behavior are disconnected within a person during emotional episodes (e.g., Buck, 1980; Cacioppo et al., 1992; Lacey, 1967; Molenaar & Campbell, 2”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Buck, 1980

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    • cites Cacioppo et al., 1992

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    • cites Lacey, 1967

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Technical difficulties led to missing data for 10 participants (7%), leaving 125 participants for analyses.

    “Technical difficulties in the laboratory session led to missing data for 10 participants (7%; see Control Variables and Predictors section for more detail). This left 125 participants (47% female) for analyses.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    The highest of the 21 cross-correlations was chosen because it likely reflects the most accurate index of association among responses.

    “We chose the highest value of the resulting 21 cross-correlations for each participant because it likely reflects the most accurate index of association among responses (cf. Mauss et al., 2005).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Mauss et al., 2005

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    College students undergo emotionally intense transitions within a few months, which increases variability in psychological functioning.

    “College students undergo a number of often emotionally intense transitions, even within the span of a few months (Aspinwall & Taylor, 1992; Harlow & Cantor, 1994), which increases variability in psychological functioning.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Aspinwall & Taylor, 1992

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    • cites Harlow & Cantor, 1994

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Coders were unaware of other coders' ratings, of the experimental hypotheses, and of the stimuli participants were watching.

    “Coders were unaware of other coders’ ratings, of the experimental hypotheses, and of the stimuli participants were watching.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductcitation

    All film clips had been pretested to primarily evoke amusement and to evoke comparable levels of amusement.

    “All clips had been pretested to primarily evoke amusement and to evoke comparable levels of amusement (cf. Rottenberg, Ray, & Gross, 2007).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Rottenberg, Ray, & Gross, 2007

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Depressive symptoms measure had coefficient alpha reliability .87 at Time 1 and .83 at Time 3.

    “Coefficient alpha reliability was .87 at Time 1 and .83 at Time 3.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Social connectedness composite had coefficient alpha reliability .91.

    “Coefficient alpha reliability for the 16-item composite of social connectedness was .91.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Well-being measure had coefficient alpha reliability .91 at Time 1 and .86 at Time 3.

    “Coefficient alpha reliability was .91 at Time 1 and .86 at Time 3.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Technical problems led to five missing videotapes.

    “Technical problems led to five missing videotapes.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Interrater reliability for behavior coding was satisfactory (mean coefficient alpha .89, SD .13).

    “Average interrater reliabilities were satisfactory, with a mean coefficient alpha of .89 (SD = .13).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Participants were randomly assigned to three different films to enhance generalizability.

    “To enhance generalizability, we presented three different films (each depicting a social interaction), to which participants were randomly assigned (ns = 41, 39, and 42).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Self-report ratings were excluded for five participants because they did not use the dial properly.

    “Self-report ratings were excluded for five participants because they did not use the dial properly, as indicated by no movement in their ratings.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Smiling when not happy or keeping a blank face when feeling delighted disrupts the functions of positive emotions.

    “That is, smiling when not happy or keeping a blank face when feeling delighted disrupts the functions of positive emotions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Because the effects are relatively stable and general, they likely affect people cumulatively, and even relatively small effect sizes can generate important consequences.

    “Because of the relatively stable and general nature of these effects, they likely affect people cumulatively, and even relatively small effect sizes can end up generating important consequences.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The effects in the present research are relatively stable and general.
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Causal interpretations based on this study alone can be made only with caution.

    “Second, although we used a prospective longitudinal design, causal interpretations on the basis of this study alone can be made only with caution.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Inauthenticity signals lack of trustworthiness and predictability, leading interaction and relationship partners to decrease closeness or commitment.

    “Inauthenticity, in turn, signals lack of trustworthiness and predictability (Boone & Buck, 2003; Kernis & Goldman, 2006; Reis & Patrick, 1996), leading interaction and relationship partners to decrease closeness or commitment.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Boone & Buck, 2003

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    • cites Kernis & Goldman, 2006

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    • cites Reis & Patrick, 1996

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  • May combine two claims.

    Premisecitation

    Experimental studies of expressive suppression support the notion that dissociation can cause impairment in social connection and in psychological functioning.

    “Third, experimental studies of expressive suppression (which arguably engenders experience-behavior dissociation) lend support to the notion that dissociation can cause impairment in social connection (e.g., Butler et al., 2003) and in psychological functioning (Gross & Levenson, 1997).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Butler et al., 2003

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    • cites Gross & Levenson, 1997

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    • Rests on an assumption: Expressive suppression engenders experience-behavior dissociation.
  • May combine two claims.

    Interpretationown data

    The within-individual dissociation predicted social connectedness and psychological functioning, gaining insights over and above between-individual measures.

    “We showed that this within-individual dissociation predicted social connectedness and psychological functioning. Thus, by capturing the patterning of multiple emotional responses as they unfolded over time, we were able to gain insights over and above those afforded by between-individual measures of mean-level responding.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The degree to which experience and behaviors during positive emotions are dissociated versus cohere should predict psychological functioning, and it should do so via social processes.

    “Thus, the degree to which experience and behaviors during positive emotions are dissociated (vs. cohere with each other) should predict psychological functioning, and it should do so via social processes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The present effects were longitudinal, assessed 6 months apart, and obtained from different data sources and modes of assessment.

    “Second, our effects not only were longitudinal (assessed 6 months apart) but were also obtained from different data sources and modes of assessment (laboratory assessment of emotional responding to film clips vs. self-report questionnaires).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The study used a laboratory probe optimized to measure positive experience-behavior dissociation with within-individual methods.

    “We used a laboratory probe optimized to measure positive experience- behavior dissociation with within-individual methods, and our results lend support to these ideas.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Dissociation was assessed in a nonsocial laboratory situation even though the film clips used to induce amusement all depicted social interactions.

    “Third, although the film clips we employed to induce amusement all depicted social interactions, dissociation was assessed in a nonsocial laboratory situation.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Current-state factors, such as stress, affect psychological functioning.

    “First, current-state factors, such as stress, affect psychological functioning (Kendler, Karkowski, & Prescott, 1999).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kendler, Karkowski, & Prescott, 1999

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  • The paper relies on this without support.

    Little research has tested the other links in the proposed mediational model directly and in conjunction.

    “However, little research has tested the other links in the proposed mediational model directly and in conjunction.”
  • The paper relies on this without support.

    The lack of relevant research is due in part to the lack of an appropriate conceptual and empirical paradigm with which to measure accuracy of positive emotion expression.

    “The lack of relevant research, we think, is due in part to the lack of an appropriate conceptual and empirical paradigm with which to measure accuracy of positive emotion expression.”
  • The paper relies on this without support.

    Little empirical support has been garnered for the view that emotions involve coordinated responses across multiple response domains, especially when within-individual approaches have been used to measure coherence.

    “Although a number of emotion theorists have argued in favor of this view, little empirical support has been garnered in support of it, especially when within-individual approaches have been used to measure coherence.”
  • The paper relies on this without support.

    Expressive suppression engenders experience-behavior dissociation.

    “Third, experimental studies of expressive suppression (which arguably engenders experience-behavior dissociation) lend support to the notion that dissociation can cause impairment in social connection (e.g., Butler et al., 2003) and in psychological functioning (Gross & Levenson, 1997).”
  • The paper relies on this without support.

    The effects in the present research are relatively stable and general.

    “Because of the relatively stable and general nature of these effects, they likely affect people cumulatively, and even relatively small effect sizes can end up generating important consequences.”
5 of 5

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Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • Consistentz = 3.6reported p < .001 · recomputed p < .001

    “z = 3.6, p < .001”

  • Consistentz = 2reported p = .05 · recomputed p = .046

    “z = 2.0, p = .05”

  • Consistentz = 1.7reported p = .09 · recomputed p = .089

    “z = 1.7, p = .09”

3 of 3

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Fisher-transformed index is described as bounded from −1 to 1

    Minor

    A Fisher r-to-z transformation is not bounded by −1 and 1; reverse-scoring it does not impose those bounds. The stated possible range instead describes a reverse-scored correlation.

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Authors
Mauss, I. B., Shallcross, A. J., Troy, A. S., John, O. P., Ferrer, E., Wilhelm, F. H., & Gross, J. J.
Affiliations
University of Denver (US)
Venue
Journal of Personality and Social Psychology
Published
2011-04
Volume
100
Issue
4
Pages
738-748
ISSN
  • 0022-3514 (ISSN-L)
  • 1939-1315
OpenAlex
W2130093360
Cited by
189
References
97
Citations by year
2026: 3 · 2025: 14 · 2024: 20 · 2023: 11 · 2022: 11 · 2021: 20 · 2020: 14 · 2019: 11 · 2018: 14 · 2017: 8 · 2016: 12 · 2015: 18 · 2014: 7 · 2013: 15 · 2012: 7
FWCI
13.80
Type
journal article
Language
en
Open access
Locations
  • Journal of Personality and Social Psychology (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institutes of Health (R01 MH58147, R21 AG031967)
  • Metanexus Institute
  • Retirement Research Foundation
  • University of Denver
Topics
  • Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
Keywords
positive emotions, social connectedness, smiling, depressive symptoms, well-being
MeSH terms
Adaptation, Psychological, Adult, Emotions, Female, Follow-Up Studies, Happiness, Humans, Interpersonal Relations, Male, Personal Satisfaction, Prospective Studies, Social Behavior, Social Environment, Social Support, Students, Young Adult

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