Education and mental health: Do psychosocial resources matter?
Open accessAbstract
Prevalence rates for mental health problems are higher when an individual's socioeconomic status (SES) is low, but the underlying mechanisms are not clearly understood. We investigated associations between education as indicator for SES and depressive symptoms as well as positive mental health (PMH). Moreover, we hypothesized that low education is associated with a lack of psychosocial resources and more daily hassles, which in turn mediate the relationships between education and mental health. In a German representative sample (N = 7937), we cross-sectionally first examined whether a person's educational level was associated with depressive symptoms and PMH. Educational level was defined as the highest academic qualification achieved. Second, we investigated whether also sense of control, resilience, delay of gratification, cultural activity and daily hassles followed gradients along the educational level. Third, we investigated whether they mediated the relationship between education and mental health. Results showed that depressive symptoms measured by items from the DASS-42 depression subscale were more prevalent for persons with a low educational level, PMH operationalized by the Positive Mental Health Scale was equally distributed, and all psychosocial characteristics followed the gradient of educational level. In addition, the group with a high school diploma was particularly burdened. Structural equation modeling indicated that the associations between education and mental health were mediated by all psychosocial characteristics and daily hassles, apart from the delay of gratification. In the group with the lowest educational level the model fit indices for depressive symptoms and PMH were acceptable (χ2 = 10007.243 (627), CFI = 0.869, RMSEA = 0.04 (90% CI [0.04, 0.04], SRMR = 0.05; and χ2 = 12779.968 (741), CFI = 0.86, RMSEA = 0.05 (90% CI [0.05, 0.05], SRMR = 0.05), respectively). The effect size Pm refers to the proportion of the total effect that is mediated by one or more variables (“M”), and the effect size of all indirect effects in the model for depressive symptoms was Pm = .80 and for PMH it was Pm = .68. The results support our hypotheses that low education is associated with less psychosocial resources, which in turn serve together with daily hassles as pathways between education and depressive symptoms as well as PMH. Building on these findings, longitudinal studies are necessary to investigate causality.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Individuals with lower educational attainment may lack coping resources, making them more susceptible to the negative psychological effects of uncertainty.
“In contrast, individuals with lower educational attainment may lack these coping resources, making them more susceptible to the negative psychological effects of uncertainty [114].”
From Impact of Media-Induced Uncertainty on Mental Health: Narrative-Based Perspective. (2025) · cites this paper as [114]
The Discussion reports that people with lower education had fewer resources, including sense of control and resilience, to cope with adversity, and suggests this may increase their risk of depressive symptoms. The Measures section includes an item about experiencing life as unpredictable, but the paper does not establish that lower education specifically increases susceptibility to the psychological effects of uncertainty. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Distinction: A Social Critique of the Judgement of Taste*
Bourdıeu, P. (2018) · Routledge eBooks · doi:10.4324/9781315680347-10 · Cited by 20,319 · see citing works
Lovibond, P. F., & Lovibond, S. H. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)00075-u · Cited by 14,523 · see citing works
Distinction: A Social Critique of the Judgement of Taste.
Warner, M., Bourdieu, P., & Nice, R. (1985) · MLN · doi:10.2307/2905454 · Cited by 14,107 · see citing works
Reconsidering Baron and Kenny: myths and truths about mediation analysis
Zhao, X., Lynch, J. G., & Chen, Q. (2010) · Journal of Consumer Research · doi:10.1086/651257 · Cited by 12,583 · see citing works
(1995) · Cited by 6,909 · see citing works
High self-control predicts good adjustment, less pathology, better grades, and interpersonal success
Tangney, J. P., Baumeister, R. F., & Boone, A. L. (2004) · Journal of Personality · doi:10.1111/j.0022-3506.2004.00263.x · Cited by 6,557 · see citing works
Flourish: A Visionary New Understanding of Happiness and Well-Being
(2011) · Choice Reviews Online · doi:10.5860/choice.48-7217 · Cited by 5,543 · cited 1× · see citing works
“PERMA model (Seligman, 2012) or the distinction in hedonic (subjective) and eudaimonic (psychological)”
BackgroundThe mental health continuum: from languishing to flourishing in life.
Keyes, C. L. M. (2002) · Journal of Health and Social Behavior · doi:10.2307/3090197 · Cited by 5,133 · cited 1× · see citing works
“Psychopathology and PMH are two interrelated but distinct dimensions, and PMH is defined as a general feeling of well-being, comprising emotional, psychological and social well-being (Keyes, 2002).”
BackgroundAntony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998) · Psychological Assessment · doi:10.1037/1040-3590.10.2.176 · Cited by 4,874 · see citing works
Development and psychometric evaluation of the Resilience Scale.
Wagnild, G. M., & Young, H. M. (1993) · PubMed · Cited by 3,747 · see citing works
Optimizing well-being: The empirical encounter of two traditions.
Keyes, C. L. M., Shmotkin, D., & Ryff, C. D. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.82.6.1007 · Cited by 3,322 · see citing works
Preacher, K. J., & Kelley, K. (2011) · Psychological Methods · doi:10.1037/a0022658 · Cited by 3,060 · see citing works
Socioeconomic inequalities in depression: a meta-analysis
Lorant, V. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwf182 · Cited by 2,603 · see citing works
Phelan, J. C., Link, B. G., & Tehranifar, P. (2010) · Journal of Health and Social Behavior · doi:10.1177/0022146510383498 · Cited by 2,533 · see citing works
Psychometric properties of the Depression Anxiety Stress Scales (DASS) in clinical samples
Brown, T. A., Chorpita, B. F., Korotitsch, W., & Barlow, D. H. (1997) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(96)00068-x · Cited by 1,860 · see citing works
Is Well-Being U-Shaped Over the Life Cycle?
Blanchflower, D. G., & Oswald, A. J. (2007) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.01.030 · Cited by 1,848 · see citing works
The ESEMeD/MHEDEA 2000 Investigators, Alonso, J., Angermeyer, M. C., Bernert, S., Bruffaerts, R., Brugha, T. S., Bryson, H., de Girolamo, G., de Graaf, R., Demyttenaere, K., et al. (2004) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0047.2004.00327.x · Cited by 1,825 · see citing works
Crawford, J. R., & Henry, J. D. (2003) · British Journal of Clinical Psychology · doi:10.1348/014466503321903544 · Cited by 1,756 · see citing works
Education, Social Status, and Health
Mirowsky, J., & Ross, C. E. (2017) · Routledge eBooks · doi:10.4324/9781351328081 · Cited by 1,221 · see citing works
The current status of urban‐rural differences in psychiatric disorders
Peen, J., Schoevers, R. A., Beekman, A. T. F., & Dekker, J. (2009) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2009.01438.x · Cited by 1,068 · see citing works
Handbook of the Sociology of Mental Health
(2013) · Handbooks of Sociology and Social Research · doi:10.1007/978-94-007-4276-5 · Cited by 922 · see citing works
A snapshot of the age distribution of psychological well-being in the United States
Stone, A. A., Schwartz, J. E., Broderick, J. E., & Deaton, A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1003744107 · Cited by 803 · see citing works
Socioeconomic Status and Mental Illness: Tests of the Social Causation and Selection Hypotheses.
Hudson, C. G. (2005) · American Journal of Orthopsychiatry · doi:10.1037/0002-9432.75.1.3 · Cited by 708 · see citing works
Yes, But Are They Happy? Effects of Trait Self‐Control on Affective Well‐Being and Life Satisfaction
Hofmann, W., Luhmann, M., Fisher, R. R., Vohs, K. D., & Baumeister, R. F. (2013) · Journal of Personality · doi:10.1111/jopy.12050 · Cited by 592 · see citing works
Jacobi, F., Höfler, M., Siegert, J., Mack, S., Gerschler, A., Scholl, L., Busch, M. A., Hapke, U., Maske, U., Seiffert, I., et al. (2014) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1439 · Cited by 586 · see citing works
Watts, T. W., Duncan, G. J., & Quan, H. (2018) · Psychological Science · doi:10.1177/0956797618761661 · Cited by 522 · see citing works
Positive Clinical Psychology: A new vision and strategy for integrated research and practice
Wood, A. M., & Tarrier, N. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.06.003 · Cited by 488 · see citing works
Psychometric properties of the Positive Mental Health Scale (PMH-scale)
Lukat, J., Margraf, J., Lutz, R., van der Veld, W. M., & Becker, E. S. (2016) · BMC Psychology · doi:10.1186/s40359-016-0111-x · Cited by 449 · see citing works
Self-citationA meta-analytic review of the Penn Resiliency Program’s effect on depressive symptoms.
Brunwasser, S. M., Gillham, J. E., & Kim, E. S. (2009) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0017671 · Cited by 428 · see citing works
Self-esteem and life satisfaction in adolescents—gender and age as potential moderators
Moksnes, U., & Espnes, G. (2013) · Quality of Life Research · doi:10.1007/s11136-013-0427-4 · Cited by 398 · see citing works
Evolution of the Biopsychosocial Model: Prospects and Challenges for Health Psychology.
Suls, J. M., & Rothman, A. J. (2004) · Health Psychology · doi:10.1037/0278-6133.23.2.119 · Cited by 385 · see citing works
Grzywacz, J. G., Almeida, D. M., Neupert, S. D., & Ettner, S. L. (2004) · Journal of Health and Social Behavior · doi:10.1177/002214650404500101 · Cited by 380 · see citing works
The effects of daily stress on positive and negative mental health: Mediation through self-efficacy
Schönfeld, P., Brailovskaia, J., Bieda, A., Zhang, X.-C., & Margraf, J. (2015) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2015.08.005 · Cited by 361 · see citing works
Self-citationContribution of Psychosocial Factors to Socioeconomic Differences in Health
Marmot, M. G., Fuhrer, R., Ettner, S. L., Marks, N. F., Bumpass, L. L., & Ryff, C. D. (1998) · The Milbank Quarterly · doi:10.1111/1468-0009.00097 · Cited by 317 · see citing works
Cuypers, K. F., Krokstad, S., Holmen, T. L., Knudtsen, M. S., Bygren, L. O., & Holmen, J. (2011) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2010.113571 · Cited by 305 · see citing works
The Sense of Personal Control: Social Structural Causes and Emotional Consequences
Ross, C. E., & Mirowsky, J. (2012) · Handbooks of sociology and social research · doi:10.1007/978-94-007-4276-5_19 · Cited by 297 · see citing works
Survey method matters: Online/offline questionnaires and face-to-face or telephone interviews differ
Zhang, X.-C., Kuchinke, L., Woud, M. L., Velten, J., & Margraf, J. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.02.006 · Cited by 251 · see citing works
Self-citationLifestyle choices and mental health: a longitudinal survey with German and Chinese students
Velten, J., Bieda, A., Scholten, S., Wannemüller, A., & Margraf, J. (2018) · BMC Public Health · doi:10.1186/s12889-018-5526-2 · Cited by 250 · see citing works
Self-citationTesting the biopsychosocial model: The ultimate challenge facing behavioral medicine?
SCHWARTZ, G. E. R. (1982) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.50.6.1040 · Cited by 231 · see citing works
Schumacher, J., Leppert, K., Gunzelrnann, T., Strauss, B. M., & Brähler, E. (2005) · Zeitschrift Fur Klinische Psychologie Psychiatrie Und Psychotherapie · Cited by 201 · see citing works
Hatch, S. (2005) · The journals of gerontology. Series B, Psychological sciences and social sciences · doi:10.1093/geronb/60.special_issue_2.s130 · Cited by 198 · see citing works
Longitudinal Evidence for a Midlife Nadir in Human Well‐Being: Results from Four Data Sets
Cheng, T. C., Powdthavee, N., & Oswald, A. J. (2015) · The Economic Journal · doi:10.1111/ecoj.12256 · Cited by 191 · see citing works
Affect and self-esteem as mediators between trait resilience and psychological adjustment
Liu, Y., Wang, Z., Zhou, C., & Li, T. (2014) · Personality and Individual Differences · doi:10.1016/j.paid.2014.03.023 · Cited by 176 · see citing works
Lifestyle choices and mental health: a representative population survey
Velten, J., Lavallee, K. L., Scholten, S., Meyer, A. H., Zhang, X.-C., Schneider, S., & Margraf, J. (2014) · BMC Psychology · doi:10.1186/s40359-014-0055-y · Cited by 174 · see citing works
Self-citationEducation and Risk for Late Life Depression: A Meta-Analysis of Published Literature
Changquan, H., Wang, Z., Li, Y., Xie, Y.-Z., & Qing‐Xiu, L. (2010) · The International Journal of Psychiatry in Medicine · doi:10.2190/pm.40.1.i · Cited by 148 · see citing works
Unique Associations Between Big Five Personality Aspects and Multiple Dimensions of Well-Being.
Sun, J., Kaufman, S., & Smillie, L. (2018) · Journal of Personality · doi:10.1111/jopy.12301 · Cited by 137 · see citing works
Affective mediators of the influence of neuroticism and resilience on life satisfaction
Liu, Y., Wang, Z., & Li, Z.-G. (2012) · Personality and Individual Differences · doi:10.1016/j.paid.2012.01.017 · Cited by 125 · see citing works
Resilience as a mediator between extraversion, neuroticism and happiness, PA and NA
Lu, W. D., Wang, Z., Liu, Y., & Zhang, H. (2014) · Personality and Individual Differences · doi:10.1016/j.paid.2014.01.015 · Cited by 123 · see citing works
Psychotherapeutic interventions for depressed, low-income women: A review of the literature
Levy, L. B., & O'Hara, M. W. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.06.006 · Cited by 121 · see citing works
Depression, guilt, and self-management of pleasant and unpleasant events.
Wertheim, E. H., & Schwarz, J. C. (1983) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.45.4.884 · Cited by 120 · see citing works
Maske, U. E., Buttery, A. K., Beesdo-Baum, K., Riedel-Heller, S., Hapke, U., & Busch, M. A. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.10.006 · Cited by 120 · see citing works
Stability and variability in the relationship between subjective well-being and income
Luhmann, M., Schimmack, U., & Eid, M. (2011) · Journal of Research in Personality · doi:10.1016/j.jrp.2011.01.004 · Cited by 119 · see citing works
Parrish, B. P., Cohen, L. H., & Laurenceau, J.-P. (2011) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2011.30.3.270 · Cited by 110 · see citing works
Culpin, I., Stapinski, L. A., Miles, Ö. B., Araya, R., & Joinson, C. J. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.05.030 · Cited by 105 · see citing works
Brailovskaia, J., Teismann, T., & Margraf, J. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.04.045 · Cited by 104 · see citing works
Self-citationHighbrow culture in Finland: Knowledge, taste and participation
Purhonen, S., Gronow, J., & Rahkonen, K. (2011) · Acta Sociologica · doi:10.1177/0001699311422092 · Cited by 103 · see citing works
Matthews, K. A., Räikkönen, K., Everson‐Rose, S. A., Flory, J. D., Marco, C. A., Owens, J. F., & Lloyd, C. E. (2000) · Psychosomatic Medicine · doi:10.1097/00006842-200005000-00008 · Cited by 88 · see citing works
Goellner, L., Ballhausen, N., Kliegel, M., & Forstmeier, S. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.02304 · Cited by 88 · see citing works
Quantifying Theory: Pierre Bourdieu
Robson, K., & Sanders, C. (2009) · Springer eBooks · doi:10.1007/978-1-4020-9450-7 · Cited by 86 · see citing works
Handbook of the Social Psychology of Inequality
McLeod, J. D., Lawler, E. J., & Schwalbe, M. L. (2014) · Handbooks of sociology and social research · doi:10.1007/978-94-017-9002-4 · Cited by 83 · see citing works
Understanding variations in exposure to social stress
Turner, H. A., & Turner, R. J. (2005) · Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · doi:10.1177/1363459305050586 · Cited by 82 · see citing works
Wilkinson, A. V., Waters, A. J., Bygren, L. O., & Tarlov, A. R. (2007) · BMC Public Health · doi:10.1186/1471-2458-7-226 · Cited by 76 · see citing works
Farhood, L., & Dimassi, H. I. (2011) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-011-0368-6 · Cited by 74 · see citing works
Social Stratification and Inequality
McLeod, J., & Nonnemaker, J. (1999) · Handbooks of sociology and social research · doi:10.1007/978-94-007-4276-5_12 · Cited by 72 · see citing works
Huurre, T. M., Rahkonen, O., Komulainen, E. J., & Aro, H. M. (2005) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-005-0930-1 · Cited by 71 · see citing works
Gallo, L. C. (2009) · Applied Psychology Health and Well-Being · doi:10.1111/j.1758-0854.2008.01000.x · Cited by 68 · see citing works
Development of a Risk and Resilience-Based Out-of-School Time Program for Children and Youths
Anthony, E. K., Alter, C. F., & Jenson, J. M. (2009) · Social Work · doi:10.1093/sw/54.1.45 · Cited by 68 · see citing works
The relationship between social class and mental disorder
Perry, M. J. (1996) · The Journal of Primary Prevention · doi:10.1007/bf02262736 · Cited by 59 · see citing works
Praeger Guide to the Psychology of Gender
(2004) · Greenwood Publishing Group Inc. eBooks · doi:10.5040/9798216000129 · Cited by 55 · see citing works
Pampel, F. C. (2011) · Sociology of Health & Illness · doi:10.1111/j.1467-9566.2011.01377.x · Cited by 50 · see citing works
Forstmeier, S., Drobetz, R., & Maercker, A. R. A. (2011) · Motivation and Emotion · doi:10.1007/s11031-011-9213-1 · Cited by 45 · see citing works
Helzer, E. G., & Jayawickreme, E. (2015) · Social Psychological and Personality Science · doi:10.1177/1948550615576210 · Cited by 39 · see citing works
Locus of control and subjective well-being – a cross-cultural study
Stocks, A., April, K. A., & Lynton, N. (2012) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 31 · see citing works
The brief daily stressors screening tool: An introduction and evaluation
Scholten, S., Lavallee, K. L., Velten, J., Zhang, X., & Margraf, J. (2020) · Stress and Health · doi:10.1002/smi.2965 · Cited by 31 · see citing works
Self-citationDepression, guilt, and self-management of pleasant and unpleasant events.
Wertheim, E. H., & Schwarz, J. C. (1983) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.45.4.884 · Cited by 27 · see citing works
Quantifying Habitus: Future Directions
Cockerham, W. C., & Hinote, B. P. (2009) · Springer eBooks · doi:10.1007/978-1-4020-9450-7_16 · Cited by 20 · see citing works
Forstmeier, S., & Maercker, A. R. A. (2011) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/s-0031-1277169 · Cited by 16 · see citing works
Gender and Mental Health: Incidence and Treatment Issues
Nydegger, R. V. (2004) · doi:10.5040/9798216000129.ch-005 · Cited by 10 · see citing works
Pechmann, C., Petermann, F., Brähler, E., Decker, O., & Schmidt, S. (2014) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/s-0034-1368729 · Cited by 8 · see citing works
Schröder, I. (2006) · Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie · doi:10.1024/1422-4917.34.2.157b · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Hammen C. Watkins E. Clinical Psychology, a modular course: Depression 2nd ed. 2008 Taylor & Francis Hove
- Lai J.C.L. Mak A.J.H. Resilience moderates the impact of daily hassles on positive well-being in Chinese undergraduates Journal of Psychology in Chinese Societies 10 2009 151 168
- Marmot M. Status syndrome 2004 Bloomsbury London
Cited by
Sorted by citations
Busch, I. M., Moretti, F., Mazzi, M., Wu, A. W., & Rimondini, M. (2021) · Psychotherapy and Psychosomatics · doi:10.1159/000513733 · Cited by 196 · see citing works
Brailovskaia, J., & Margraf, J. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106720 · Cited by 180 · see citing works
Self-citationBrailovskaia, J., & Margraf, J. (2020) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2020.06.002 · Cited by 155 · see citing works
Self-citationPsychological Functioning of Slovene Adults during the COVID-19 Pandemic: Does Resilience Matter?
Kavčič, T., Avsec, A., & Kocjan, G. Z. (2020) · Psychiatric Quarterly · doi:10.1007/s11126-020-09789-4 · Cited by 123 · see citing works
Recent Advances on Social Determinants of Mental Health: Looking Fast Forward
Alegria, M. M., Álvarez, K., Cheng, M., & Falgas‐Bagué, I. (2023) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20230371 · Cited by 106 · see citing works
Brailovskaia, J., & Margraf, J. (2024) · Current Psychology · doi:10.1007/s12144-022-03182-z · Cited by 101 · see citing works
Self-citationLei, A., You, H., Luo, B., & Ren, J. (2021) · Scientific Reports · doi:10.1038/s41598-021-03715-9 · Cited by 91 · see citing works
Mental health in mine workers: a literature review
Pizarro, J. M., & Aguayo, F. (2021) · Industrial Health · doi:10.2486/indhealth.2020-0178 · Cited by 53 · see citing works
Brailovskaia, J., Stirnberg, J., Rozgonjuk, D., Margraf, J., & Elhai, J. D. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261023 · Cited by 44 · see citing works
Self-citationSchoon, I., & Henseke, G. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.820270 · Cited by 39 · see citing works
Socioeconomic status and access to psychotherapy
Niemeyer, H., & Knaevelsrud, C. (2022) · Journal of Clinical Psychology · doi:10.1002/jclp.23449 · Cited by 37 · see citing works
Self-citationRace/ethnic differences in educational gradients in sleep duration and quality among U.S. adults
Sheehan, C. M., Walsemann, K. M., & Ailshire, J. (2020) · SSM - Population Health · doi:10.1016/j.ssmph.2020.100685 · Cited by 38 · see citing works
Joannès, C., Redmond, N. M., Kelly‐Irving, M., Klinkenberg, J., Guillemot, C., Sordes, F., Delpierre, C., Neufcourt, L., Basson, J.-C., Grégory, B., et al. (2023) · BMC Public Health · doi:10.1186/s12889-023-16280-9 · Cited by 41 · see citing works
He, S., Song, D., & Jian, W. (2020) · INQUIRY The Journal of Health Care Organization Provision and Financing · doi:10.1177/0046958020965470 · Cited by 32 · see citing works
Cheng, C., Yinjun, D. U., & Bai, J. (2022) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2022.103022 · Cited by 30 · see citing works
Liu, J., Yin, C., & Sun, B. (2024) · Journal of Transport & Health · doi:10.1016/j.jth.2024.101757 · Cited by 29 · see citing works
Richter, L., & Heidinger, T. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.737787 · Cited by 25 · see citing works
Predictive Power of Positive Mental Health: A Scoping Review
Margraf, J., Teismann, T., & Brailovskaia, J. (2024) · Journal of Happiness Studies · doi:10.1007/s10902-024-00788-x · Cited by 31 · see citing works
Self-citationEghbali‐Babadi, M., Akbari, M., Seify, K., Fakhrolmobasheri, M., Heidarpour, M., Roohafza, H., Afzali, M., Mostafavi-esfahani, F.-S., Karimian, P., Sepehr, A., et al. (2022) · International Journal of Hypertension · doi:10.1155/2022/7802792 · Cited by 25 · see citing works
Brailovskaia, J., & Margraf, J. (2022) · Current Research in Behavioral Sciences · doi:10.1016/j.crbeha.2022.100088 · Cited by 27 · see citing works
Self-citationImpact of Media-Induced Uncertainty on Mental Health: Narrative-Based Perspective.
Kesner, L., Juríčková, V., Grygarová, D., & Horáček, J. (2025) · JMIR Mental Health · doi:10.2196/68640 · Cited by 23 · see citing works
“In contrast, individuals with lower educational attainment may lack these coping resources, making them more susceptible to the negative psychological effects of uncertainty [114].”
Sakız, H. (2021) · Journal of Community Psychology · doi:10.1002/jcop.22676 · Cited by 22 · see citing works
Cruz, M. S., Silva, E. S., Jakaite, Z., Krenzinger, M., Valiati, L., Gonçalves, D. M., Ribeiro, E., Heritage, P., & Priebe, S. (2021) · The Lancet Regional Health - Americas · doi:10.1016/j.lana.2021.100067 · Cited by 20 · see citing works
Sewalem, J., & Molla, A. (2022) · BMC Women s Health · doi:10.1186/s12905-022-01770-6 · Cited by 22 · see citing works
Abegaz, M. Y., Muche, H. A., & Aynalem, G. L. (2022) · Depression Research and Treatment · doi:10.1155/2022/6935609 · Cited by 21 · see citing works
Wang, Y., Bao, S., & Chen, Y. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1166776 · Cited by 20 · see citing works
Distance Learning Effects Among Italian Children and Parents During COVID-19 Related School Lockdown
Crisci, G., Mammarella, I. C., Moscardino, U. M. M., Roch, M., & Thorell, L. B. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.782353 · Cited by 17 · see citing works
Brailovskaia, J., Truskauskaitė‐Kunevičienė, I., Kazlauskas, E., Geležėlytė, O., Teismann, T., & Margraf, J. (2022) · Journal of Public Health · doi:10.1007/s10389-022-01708-0 · Cited by 17 · see citing works
Self-citationMajcherek, D., Kowalski, A. M., & Lewandowska, M. S. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191911913 · Cited by 16 · see citing works
Michel, G., Baenziger, J., Brodbeck, J., Mader, L., Kuehni, C. E., & Roser, K. (2024) · PLoS ONE · doi:10.1371/journal.pone.0305192 · Cited by 16 · see citing works
Çevik, M. S., & Doğan, E. (2025) · BMC Psychology · doi:10.1186/s40359-024-02330-3 · Cited by 15 · see citing works
Nair, A. R., Shivanna, Y. K. G., Illimoottil, J. P., Rachana, A., Gowri, M. S., Abraham, S., & Kurian, S. (2021) · International Journal of Social Psychiatry · doi:10.1177/00207640211025556 · Cited by 14 · see citing works
Foláyan, M. O., Oginni, O. A., Ibigbami, O. I., Philip, U., Mfam, N. N., Mbam, C., Ganyam, A., Salem, A. A., Osuji, C., Bradley, C., et al. (2022) · BMJ Global Health · doi:10.1136/bmjgh-2022-010231 · Cited by 14 · see citing works
Metin, B., Somer, E., Abu‐Rayya, H. M., Schimmenti, A., & göçmen, B. S. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00678-w · Cited by 14 · see citing works
Fatori, D., Suen, P. J. C., Bacchi, P. S., Afonso, L., Klein, I., Cavendish, B. A., Lee, Y. A., Liu, Z., Bauermeister, J. R., Moreno, M., et al. (2022) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-022-02365-0 · Cited by 14 · see citing works
Is Conspicuous Consumption Influenced by Cyber-Ostracism? A Moderated Mediation Model
Xu, C., Yang, G., Wang, Y., & Ding, A. S. (2022) · Behavioral Sciences · doi:10.3390/bs13010006 · Cited by 13 · see citing works
Anxiety and Depression Levels in Parents after Counselling for Fetal Heart Disease
Erbaş, G., Herrmann‐Lingen, C., Ostermayer, E., Kovacevic, A., Oberhoffer, R., Ewert, P., & Wacker‐Gussmann, A. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12010394 · Cited by 12 · see citing works
Downgraded dreams: Labor market outcomes and mental health in undocumented migration
Devillanova, C., Franco, C., & Spada, A. (2024) · SSM - Population Health · doi:10.1016/j.ssmph.2024.101652 · Cited by 12 · see citing works
Kenntemich, L., von Hülsen, L., Eggert, L., Kriston, L., Gallinat, J., Schäfer, I., & Lotzin, A. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.03.131 · Cited by 12 · see citing works
Impact of commuting on mental well-being: Using time-stamped subjective and objective data
Zhang, X., & Ma, L. (2024) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2024.09.009 · Cited by 12 · see citing works
Brailovskaia, J., & Margraf, J. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100317 · Cited by 12 · see citing works
Self-citationRadavelli‐Bagatini, S., Sim, M., Blekkenhorst, L. C., Bondonno, N. P., Bondonno, C. P., Woodman, R. J., Dickson, J. M., Harms, C. A., Magliano, D. J., Shaw, J. E., et al. (2022) · Frontiers in Nutrition · doi:10.3389/fnut.2022.837066 · Cited by 12 · see citing works
Scarfe, B., Adams, C., Gringart, E., McAullay, D. R., Sim, M., & Strobel, N. (2022) · Australian Journal of Psychology · doi:10.1080/00049530.2022.2141584 · Cited by 12 · see citing works
Shakya, S., Silva, S. G., McConnell, E. S., McLaughlin, S. J., & Cary, M. P. (2024) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18821 · Cited by 11 · see citing works
Atrooz, F., Khabour, O. F., Almomani, F., Aljararwah, S. M., Alfurjani, B. H., & Salim, S. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1432205 · Cited by 12 · see citing works
Jaworeck, S., & Kriwy, P. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18084101 · Cited by 11 · see citing works
Lubecka, B., Lubecki, M., Kasperczyk, J., Jośko-Ochojska, J., & Pudło, R. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph181910248 · Cited by 10 · see citing works
Baek, S., Kim, M.-S., Lim, M., Kim, T., Won, J., & Yoon, J. (2023) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.4109 · Cited by 10 · see citing works
Coping capacity attenuates the effect of natural disaster risk on conspiracy beliefs
Zhao, Q., van Prooijen, J., & Spadaro, G. (2024) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2024.102363 · Cited by 11 · see citing works
Brailovskaia, J., Siegel, J., Precht, L.-M., Friedrichs, S., Schillack, H., & Margraf, J. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104494 · Cited by 13 · see citing works
Self-citationLow, C. E., Ge, G., Yeong, T. J. J., Rana, S., Loke, S., Kow, W. C. A., Lee, A. R. Y. B., & Ho, C. S. H. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1546545 · Cited by 13 · see citing works
Andersen, I., Rossi, R., Nyamkume, P. K., & Hubloue, I. (2022) · PLoS ONE · doi:10.1371/journal.pone.0268737 · Cited by 9 · see citing works
Fadiji, A. W., & Lomas, T. (2024) · Applied Research in Quality of Life · doi:10.1007/s11482-024-10335-8 · Cited by 9 · see citing works
Brailovskaia, J., & Margraf, J. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100382 · Cited by 9 · see citing works
Self-citationVonneilich, N., Becher, H., Berger, K., Bohmann, P., Brenner, H., Castell, S., Dragano, N., Harth, V., Jaskulski, S., Karch, A., et al. (2025) · International Journal for Equity in Health · doi:10.1186/s12939-025-02479-2 · Cited by 8 · see citing works
Li, W., Ma, Y., Wei, J., Wu, S., Cui, L., & Zhou, C. (2025) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2025.1579485 · Cited by 8 · see citing works
Hang, Y., Feng, Y., Zou, H., Zhao, H., Liu, F., Qin, X., & Qiao, Z. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120341 · Cited by 8 · see citing works
Psychosocial needs of inpatient women with gestational diabetes mellitus: a qualitative study
Siahkal, S. F., Javadifar, N., Najafian, M., Iravani, M., Zakerkish, M., & Heshmati, R. (2022) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646838.2022.2110221 · Cited by 8 · see citing works
Schürmann‐Vengels, J., Teismann, T., Margraf, J., & Willutzki, U. (2022) · Journal of Clinical Psychology · doi:10.1002/jclp.23352 · Cited by 7 · see citing works
Self-citationTan, C. Y., Ng, J. Y., Lin, M., & Yong, M. H. (2023) · Journal of Pacific Rim Psychology · doi:10.1177/18344909231208906 · Cited by 7 · see citing works
Chery, M. J., Baral, A., Rolle, L. D., Abdshah, A., Bernard, M., Poudel, L., Francois, L., Jones, D. L., Jean‐Louis, G., & Blanc, J. (2024) · Nature and Science of Sleep · doi:10.2147/nss.s434148 · Cited by 7 · see citing works
Brailovskaia, J., Teismann, T., Precht, L.-M., Schneider, S., & Margraf, J. (2024) · Journal of Public Health · doi:10.1007/s10389-024-02266-3 · Cited by 6 · see citing works
Self-citationWeye, N., Plana‐Ripoll, O., Baravelli, C. M., Agardh, E. E., van der Velde, L., Kinge, J. M., & Knudsen, A. K. (2024) · BMC Public Health · doi:10.1186/s12889-024-20064-0 · Cited by 6 · see citing works
Basterfield, C., & Newman, M. G. (2025) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2025.102978 · Cited by 7 · see citing works
Mental Health Assessment and Risk Characterization in Puerto Rico’s Homeless Post-Hurricane Maria
Vega, A., Carl, Y., Molina-Pérez, X., Collazo-Malave, G., Ortiz-Camacho, K. C., Burgos, B. A. G., Martir-Gonzalez, S., Villalobos, C. A., Burgos, R. F., & Inostroza‐Nieves, Y. (2023) · Journal of Poverty · doi:10.1080/10875549.2023.2235360 · Cited by 6 · see citing works
Suspicious of AI ? Perceived autonomy and interdependence predict AI ‐related conspiracy beliefs
Zhao, Q., van Prooijen, J., Jiang, X., & Spadaro, G. (2025) · British Journal of Social Psychology · doi:10.1111/bjso.12883 · Cited by 6 · see citing works
Huang, R., Wang, X. Q., Yang, B. X., Liu, Z., CHEN, W. C., Jiao, S. F., & Chen, J. (2021) · Perspectives In Psychiatric Care · doi:10.1111/ppc.12779 · Cited by 6 · see citing works
Schürmann‐Vengels, J., Troche, S. J., Victor, P. P., Teismann, T., & Willutzki, U. (2023) · Clinical Psychology in Europe · doi:10.32872/cpe.8041 · Cited by 7 · see citing works
Straiton, M., Hynek, K. A., Reneflot, A., & Hauge, L. J. (2022) · SSM - Population Health · doi:10.1016/j.ssmph.2022.101022 · Cited by 6 · see citing works
George, J. R., Taylor, R. J., Rouleau, T. M., Turner, E. D., & Williams, M. T. (2024) · Behavior Therapy · doi:10.1016/j.beth.2024.08.002 · Cited by 5 · see citing works
Ho, C. S. H., Tan, T. W. K., Khoe, H. C. H., Chan, Y. L., Tay, G. W. N., & Tang, T. B. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13051222 · Cited by 5 · see citing works
Liu, Z., Chen, Y., Herold, F., Cheval, B., Falck, R. S., Kramer, A. F., Gerber, M., Werneck, A. O., An, R., Teychenne, M. J., et al. (2024) · Mental health and physical activity · doi:10.1016/j.mhpa.2024.100639 · Cited by 5 · see citing works
Antons, S., Heyder, A., Precht, L.-M., Wegmann, E., Liebherr, M., & Brailovskaia, J. (2025) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2025.100621 · Cited by 6 · see citing works
Lo, A. Y. H., Grotevant, H. D., & Wrobel, G. M. (2023) · International Journal of Behavioral Development · doi:10.1177/01650254231165839 · Cited by 6 · see citing works
Psychological impacts of orphanhood in Southwest Ethiopia
Yosef, T., Assefa, T., & Zinabie, H. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e15301 · Cited by 5 · see citing works
The Associations Between Physical Activity and Mental Health Problems in Middle-aged Indonesians
Handayani, S., Isfandari, S., Effendi, D. E., Agustiya, R. I., Ardani, I., Nugroho, A. P., & Fitrianti, Y. (2024) · Journal of Preventive Medicine and Public Health · doi:10.3961/jpmph.24.003 · Cited by 5 · see citing works
Brailovskaia, J., Schneider, S., & Margraf, J. (2024) · PLoS ONE · doi:10.1371/journal.pone.0300923 · Cited by 4 · see citing works
Self-citationEconomic recession and mental health distress among Japanese people in middle age
Murayama, H., Komazawa, Y., Kakizaki, M., Fukuda, Y., & Tabuchi, T. (2025) · Scientific Reports · doi:10.1038/s41598-025-85198-6 · Cited by 4 · see citing works
Antidepressant adherence among outpatients with major depressive disorder
Yassen, A. O., Mahmud, N. M., Bilal, A. D., & Abd Wahab, M. S. (2024) · Pharmacia · doi:10.3897/pharmacia.71.e123345 · Cited by 4 · see citing works
Entsua-Mensah, K., Tetteh, J., Ekem‐Ferguson, G., Swaray, S. M., Adzamli, I., Yao, N.-A., & Tettey, M. M. (2024) · World Journal for Pediatric and Congenital Heart Surgery · doi:10.1177/21501351241254823 · Cited by 4 · see citing works
Seitz, M., & Steger, D. (2025) · Journal of Intelligence · doi:10.3390/jintelligence13020013 · Cited by 4 · see citing works
Guo, Y., & Yang, F. (2025) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbaf060 · Cited by 4 · see citing works
Atkins, R., Kelly, T.-A., Linz, S. J., Jackson, K. J., Pontes, M., Wunnenberg, M., Williams, K., Stellmacher, T., Lewis, H., Halty, N.-D., et al. (2021) · Western Journal of Nursing Research · doi:10.1177/01939459211037042 · Cited by 4 · see citing works
Salako, J., Bakare, D., Colbourn, T., Isah, A., Osebi, A., Shittu, F., Uchendu, O. C., Bakare, A. A., Graham, H., McCollum, E. D., et al. (2023) · PLOS Global Public Health · doi:10.1371/journal.pgph.0001462 · Cited by 4 · see citing works
Haddad, R. E., Meneton, P., Melchior, M., Wiernik, E., Zins, M., & Airagnes, G. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-077255 · Cited by 4 · see citing works
He, F., Ju, K., Sun, R., Hu, N., Cai, D., Zhang, X., & Margraf, J. (2024) · Current Psychology · doi:10.1007/s12144-024-06253-5 · Cited by 7 · see citing works
Self-citationImproving Psychiatry Services with Artificial Intelligence: Opportunities and Challenges
Eser, H. Y., BALLI, M., & DOĞAN, A. E. (2024) · Turkish Journal of Psychiatry · doi:10.5080/u27604 · Cited by 6 · see citing works
Xu, J., Ma, J., Tao, S., & Dong, G. (2025) · Applied Geography · doi:10.1016/j.apgeog.2025.103634 · Cited by 4 · see citing works
Hu, C., Liu, Y., Zhao, F., Xu, Z., & Zhang, L. (2021) · Military Medicine · doi:10.1093/milmed/usaa551 · Cited by 4 · see citing works
Romero, C. S., Otero, M. C., Lozano, M., Delgado, C. F., Benito, A., Catalá, J. C., Iftimi, A. A., Andrés, J. A. D., & Luedi, M. M. (2023) · Frontiers in Medicine · doi:10.3389/fmed.2022.969734 · Cited by 4 · see citing works
Shafierizi, S., Esmaelzadeh, S., Ghofrani, F., Gholinia, H., & Faramarzi, M. (2023) · PubMed Central · doi:10.22074/ijfs.2022.551247.1281 · Cited by 6 · see citing works
Lima, C. A. D. M., Ayalon, L., Banerjee, D., Peisah, C., & Rabheru, K. (2023) · International Psychogeriatrics · doi:10.1017/s104161022300056x · Cited by 4 · see citing works
Nugraha, S., Dawiyah, A. R., Aprillia, Y. T., Agustina, L., Handayani, T. P. A., & Rahardjo, T. B. W. (2022) · Jurnal NERS · doi:10.20473/jn.v17i1.33885 · Cited by 4 · see citing works
Experienced economic segregation and associated mental health inequalities across urbanicity
Zhou, Y., & Lü, Y. (2025) · Social Science & Medicine · doi:10.1016/j.socscimed.2025.118813 · Cited by 3 · see citing works
The impact of mental health lived experience advocacy on youth education and employment engagement
Wainwright, C., Harris, N., O’Leary, R., Riley, T., & Sofija, E. (2025) · Discover Mental Health · doi:10.1007/s44192-025-00339-7 · Cited by 3 · see citing works
Qu, D., Chen, B., Liu, I. K., Kouros, C. D., & Yu, N. X. (2023) · Journal of Happiness Studies · doi:10.1007/s10902-023-00648-0 · Cited by 3 · see citing works
Zhang, Z., & Das, S. (2024) · Discover Mental Health · doi:10.1007/s44192-024-00070-9 · Cited by 3 · see citing works
Saaka, S. A., Mohammed, K., & Antabe, R. (2024) · Canadian Geographies / Géographies canadiennes · doi:10.1111/cag.12966 · Cited by 3 · see citing works
Ghorbani, S., Ghavidel, F., Abdollahi, S., Zarepour, P., Dehestani, F., Saatchi, M., Pouragha, H., & Baigi, V. (2025) · Scientific Reports · doi:10.1038/s41598-025-02192-8 · Cited by 3 · see citing works
Trajectories of grief-related psychopathology: A decade after the MH17 plane disaster
Nijborg, L. C. J., Westerhof, G. J., Pociūnaitė-Ott, J., Kunst, M. J. J., de Keijser, J., & Lenferink, L. I. M. (2025) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2025.103036 · Cited by 4 · see citing works
- Authors
- Niemeyer, H., Bieda, A., Michalak, J., Schneider, S., & Margraf, J.
- Affiliations
- Freie Universität Berlin (DE)
- Ruhr University Bochum (DE)
- Witten/Herdecke University (DE)
- Corresponding author
- Niemeyer, Helen
- Venue
- SSM - Population Health
- Publisher
- Elsevier BV
- Published
- 2019-04
- Volume
- 7
- Pages
- 100392
- ISSN
- 2352-8273 (ISSN-L)
- PMC
- PMC6447754
- OpenAlex
- W2935412525
- Cited by
- 187
- References
- 81
- Citations by year
- 2026: 23 · 2025: 38 · 2024: 43 · 2023: 31 · 2022: 29 · 2021: 19 · 2020: 4
- FWCI
- 12.68
- Type
- journal article
- Language
- en
- Update notices
- erratum (2020-12-01)
- Open access
- gold
- doi.org
- Licence
- Locations
- SSM - Population Health (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Refubium (Universitätsbibliothek der Freien Universität Berlin) (submittedVersion, cc-by-nc-nd)
- Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver
- Funders
- Alexander von Humboldt-Stiftung
- Topics
- Social Sciences › Health › Health disparities and outcomes
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Keywords
- education, socioeconomic status, depressive symptoms, positive mental health, psychosocial resources, daily hassles, perceived control, resilience, delay of gratification, cultural activities, mediation, low educational attainment, mental health disparities, Germany, DASS-42, gender differences, age differences
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