The Predictive Value of Virtue: Many Virtues Predict Lower Depression and Anxiety Symptom Scores Among College Students…But Gratitude Dominates

References

• Algoe, S. B. (2012). Find, remind, and bind: The functions of gratitude in everyday relationships. Social and Personality Psychology Compass, 6(6), 455–469. https://doi.org/10.1111/j.1751-9004.2012.00439.x
   Google Scholar
• Arnett, J. J. (2007). Suffering, selfish, slackers? Myths and reality about emerging adults. Journal of Youth and Adolescence, 36(1), 23–29. https://doi.org/10.1007/s10964-006-9157-z
   Web of Science ®Google Scholar
• Arnett, J. J. (2014). Emerging adulthood: The winding road from the late teens through the twenties. Oxford University Press.
   Google Scholar
• Azen, R., & Budescu, D. V. (2003). The dominance analysis approach for comparing predictors in multiple regression. Psychological Methods, 8(2), 129–148. https://doi.org/10.1037/1082-989X.8.2.129
   PubMed Web of Science ®Google Scholar
• Ballenger, J. C. (2000). Anxiety and depression: Optimizing treatments. Primary Care Companion to the Journal of Clinical Psychiatry, 2(3), 71–79. https://doi.org/10.4088/pcc.v02n0301
   PubMedGoogle Scholar
• Brant, J., Brooks, E., & Lamb, M. (Eds.). (2022). Cultivating virtue in the university. Oxford University Press.
   Google Scholar
• Brant, J., Lamb, M., Burdett, E., & Brooks, E. (2020). Cultivating virtue in postgraduates: An empirical study of the oxford global leadership initiative. Journal of Moral Education, 49(4), 415–435. https://doi.org/10.1080/03057240.2019.1682977
   Web of Science ®Google Scholar
• Budescu, D. V. (1993). Dominance analysis: A new approach to the problem of relative importance of predictors in multiple regression. Psychological Bulletin, 114(3), 542–551. https://doi.org/10.1037/0033-2909.114.3.542
   Web of Science ®Google Scholar
• Carr, A., Cullen, K., Keeney, C., Canning, C., Mooney, O., Chinseallaigh, E., & O’Dowd, A. (2021). Effectiveness of positive psychology interventions: A systematic review and meta-analysis. The Journal of Positive Psychology, 16(6), 749–769. https://doi.org/10.1080/17439760.2020.1818807
   Web of Science ®Google Scholar
• Currier, J. M., Foster, J. D., Witvliet, C. V., Abernethy, A. D., Root Luna, L. M., Schnitker, S. A., VanHarn, K., & Carter, J. (2019). Spiritual struggles and mental health outcomes in a spiritually integrated inpatient program. Journal of Affective Disorders, 249, 127–135. https://doi.org/10.1016/j.jad.2019.02.012
   PubMed Web of Science ®Google Scholar
• Davis, D. E., Worthington, E. L., Jr, Hook, J. N., Emmons, R. A., Hill, P. C., Bollinger, R. A., & Van Tongeren, D. R. (2013). Humility and the development and repair of social bonds: Two longitudinal studies. Self and Identity, 12(1), 58–77. https://doi.org/10.1080/15298868.2011.636509
   Web of Science ®Google Scholar
• Dougherty, K. D., Glanzer, P. L., Robinson, J. A., Ratchford, J., & Schnitker, S. A. (2022). Baylor faith and character study: Methods and preliminary findings. Christian Higher Education, 21(3), 168–190. https://doi.org/10.1080/15363759.2021.1929564
   Web of Science ®Google Scholar
• Duan, W. (2016). The benefits of personal strengths in mental health of stressed students: A longitudinal investigation. Quality of Life Research, 25(11), 2879–2888. https://doi.org/10.1007/s11136-016-1320-8
   PubMed Web of Science ®Google Scholar
• Emmons, R. A., & McCullough, M. E. (2003). Counting blessings versus burdens: An experimental investigation of gratitude and subjective well-being in daily life. Journal of Personality and Social Psychology, 84(2), 377–389. https://doi.org/10.1037/0022-3514.84.2.377
   PubMed Web of Science ®Google Scholar
• Fowers, B. J., Carroll, J. S., Leonhardt, N. D., & Cokelet, B. (2021). The emerging science of virtue. Perspectives on Psychological Science, 16(1), 118–147. https://doi.org/10.1177/1745691620924473
   Web of Science ®Google Scholar
• Francis, P. C., & Horn, A. S. (2017). Mental health issues and counseling services in US higher education: An overview of recent research and recommended practices. Higher Education Policy, 30(2), 263–277. https://doi.org/10.1057/s41307-016-0036-2
   Web of Science ®Google Scholar
• Fredrickson, B. L. (2001). The role of positive emotions in positive psychology. The broaden-and-build theory of positive emotions. The American Psychologist, 56(3), 218–226. https://doi.org/10.1037//0003-066x.56.3.218
   PubMed Web of Science ®Google Scholar
• Fredrickson, B. L. (2004). Gratitude, like other positive emotions, broadens and builds. In R. A. Emmons & M. E. McCullough (Eds.), The psychology of gratitude (pp. 145–166). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195150100.003.0008
   Google Scholar
• Fredrickson, B. L., Tugade, M. M., Waugh, C. E., & Larkin, G. R. (2003). What good are positive emotions in crisis? A prospective study of resilience and emotions following the terrorist attacks on the United States on September 11th, 2001. Journal of Personality and Social Psychology, 84(2), 365–376. https://doi.org/10.1037/0022-3514.84.2.365
   PubMed Web of Science ®Google Scholar
• Froh, J. J., Emmons, R. A., Card, N. A., Bono, G., & Wilson, J. A. (2011). Gratitude and the reduced costs of materialism in adolescents. Journal of Happiness Studies, 12(2), 289–302. https://doi.org/10.1007/s10902-010-9195-9
   Web of Science ®Google Scholar
• Froh, J. J., Sefick, W. J., & Emmons, R. A. (2008). Counting blessings in early adolescents: An experimental study of gratitude and subjective well-being. Journal of School Psychology, 46(2), 213–233. https://doi.org/10.1016/j.jsp.2007.03.005
   PubMed Web of Science ®Google Scholar
• Gençoğlu, C., Şahin, E., & Topkaya, N. (2018). General self-efficacy and forgiveness of self, others, and situations as predictors of depression, anxiety, and stress in university students. Educational Sciences: Theory & Practice, 18(3). https://doi.org/10.12738/estp.2018.3.0128
   Google Scholar
• Gillham, J., Adams-Deutsch, Z., Werner, J., Reivich, K., Coulter-Heindl, V., Linkins, M., Winder, B., Peterson, C., Park, N., Abenavoli, R., Contero, A., & Seligman, M. E. (2011). Character strengths predict subjective well-being during adolescence. The Journal of Positive Psychology, 6(1), 31–44. https://doi.org/10.1080/17439760.2010.536773
   Web of Science ®Google Scholar
• Hefner, J., & Eisenberg, D. (2009). Social support and mental health among college students. American Journal of Orthopsychiatry, 79(4), 491–499. https://doi.org/10.1037/a0016918
   PubMed Web of Science ®Google Scholar
• Henry, J. D., & Crawford, J. R. (2005). The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample. British Journal of Clinical Psychology, 44(2), 227–239. https://doi.org/10.1348/014466505X29657
   PubMed Web of Science ®Google Scholar
• Jankowski, P. J., Sandage, S. J., & Hill, P. C. (2013). Differentiation-based methods of forgiveness, mental health and social justice commitment: Mediator effects of differentiation of self and humility. Journal of Positive Psychology, 8(5), 412–424. https://doi.org/10.1080/17439760.2013.820337
   Web of Science ®Google Scholar
• Kerr, S. L., O’Donovan, A., & Pepping, C. A. (2015). Can gratitude and kindness interventions enhance well-being in a clinical sample? Journal of Happiness Studies, 16(1), 17–36. https://doi.org/10.1007/s10902-013-9492-1
   Web of Science ®Google Scholar
• Krause, N., Pargament, K. I., Hill, P. C., & Ironson, G. (2016). Humility, stressful life events, and psychological well-being: Findings from the landmark spirituality and health survey. The Journal of Positive Psychology, 11(5), 499–510. https://doi.org/10.1080/17439760.2015.1127991
   Web of Science ®Google Scholar
• Kristjánsson, K. (2010). Positive psychology, happiness, and virtue: The troublesome conceptual issues. Review of General Psychology, 14(4), 296–310. https://doi.org/10.1037/a0020781
   Web of Science ®Google Scholar
• Krumrei-Mancuso, E. J., & Rouse, S. V. (2016). The development and validation of the comprehensive intellectual humility scale. Journal of Personality Assessment, 98(2), 209–221. https://doi.org/10.1080/00223891.2015.1068174
   PubMed Web of Science ®Google Scholar
• Lavelock, C. R., Worthington, E. L., Jr, Davis, D. E., Griffin, B. J., Reid, C. A., Hook, J. N., & Van Tongeren, D. R. (2014). The quiet virtue speaks: An intervention to promote humility. Journal of Psychology and Theology, 42(1), 99–110. https://doi.org/10.1177/009164711404200111
   Web of Science ®Google Scholar
• Lavelock, C. R., Worthington, E. L., Jr, Griffin, B. J., Garthe, R. C., Elnasseh, A., Davis, D. E., & Hook, J. N. (2017). Still waters run deep: Humility as a master virtue. Journal of Psychology and Theology, 45(4), 286–303. https://doi.org/10.1177/009164711704500404
   Web of Science ®Google Scholar
• Li, T., Duan, W., & Guo, P. (2017). Character strengths, social anxiety, and physiological stress reactivity. PeerJ, 5, e3396. https://doi.org/10.7717/peerj.3396
   PubMed Web of Science ®Google Scholar
• Liauw, I., Baelen, R. N., Borah, R. F., Yu, A., & Colby, A. (2018). Gratitude for teachers as a psychological resource for early adolescents: A mixed-methods study. Journal of Moral Education, 47(4), 397–414. https://doi.org/10.1080/03057240.2017.1415872
   Web of Science ®Google Scholar
• Martinez-Marti, M. L., & Ruch, W. (2016). Character strengths predict resilience over and above positive affect, self-efficacy, optimism, social support, self-esteem, and life satisfaction. Journal of Positive Psychology, 12(2), 110–119. https://doi.org/10.1080/17439760.2016.1163403
   Web of Science ®Google Scholar
• Martínez-Martí, M. L., Theirs, C. I., Pascual, D., & Corradi, G. (2020). Character strengths predict an increase in mental health and subjective well-being over a one-month period during the COVID-19 pandemic lockdown. Frontiers in Psychology, 11, 11. https://doi.org/10.3389/fpsyg.2020.584567
   PubMed Web of Science ®Google Scholar
• McCullough, M. E., Emmons, R. A., & Tsang, J.-A. (2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality and Social Psychology, 82(1), 112–127. https://doi.org/10.1037/0022-3514.82.1.112
   PubMed Web of Science ®Google Scholar
• Meeks, K., Peak, A. S., & Dreihaus, A. (2021). Depression, anxiety, and stress among students, faculty, and staff. Journal of American College Health, 1–7. Advance online publication. https://doi.org/10.1080/07448481.2021.1891913
   Google Scholar
• Morgan, B., Gulliford, L. (2022). The beneficial effects of cultivating gratitude in the university. In, J. Brant, E. Brooks, & M. Lamb (Eds.), Cultivating virtue in the university (pp. 178–195). Oxford University Press. https://doi.org/10.1093/oso/9780197599075.003.0009
   Google Scholar
• Morgan, B., Gulliford, L., & Carr, D. (2015). Educating gratitude: Some conceptual and moral misgivings. Journal of Moral Education, 44(1), 97–111. https://doi.org/10.1080/03057240.2014.1002461
   Web of Science ®Google Scholar
• Nails, J. G., Maffly-Kipp, J., DeShong, H. L., Lowmaster, S. E., & Kurtz, J. E. (2023). A crisis in college student mental health? Self-ratings of psychopathology before and after the COVID-19 pandemic. Psychological Assessment, 1010–1018. Advance online publication. https://doi.org/10.1037/pas0001241
   PubMed Web of Science ®Google Scholar
• The Office of Institutional Research and Testing. (2018). Fall 2018 facts. Baylor University. https://ir.web.baylor.edu/sites/g/files/ecbvkj1621/files/2023-08/facts_2018_web_version.pdf
   Google Scholar
• Pahl, K., Brook, J. S., & Lee, J. Y. (2014). Adolescent self-control predicts joint trajectories of marijuana use and depressive mood into young adulthood among urban African Americans and Puerto Ricans. Journal of Behavioral Medicine, 37(4), 675–682. https://doi.org/10.1007/s10865-013-9518-5
   PubMed Web of Science ®Google Scholar
• Peterson, C., & Seligman, M. E. (2004). Character strengths and virtues: A handbook and classification (Vol. 1). Oxford University Press.
   Google Scholar
• R Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/
   Google Scholar
• Ratchford, J. L., Cazzell, A., & Schnitker, S. A. (2023). The virtue counterbalancing circumplex model: An illustration with patience & courage. The Journal of Positive Psychology, 1–13. Advance online publication. https://doi.org/10.1080/17439760.2023.2178960
   Web of Science ®Google Scholar
• Schnitker, S. (2012). An examination of patience and well-being. The Journal of Positive Psychology, 7(4), 263–280. https://doi.org/10.1080/17439760.2012.697185
   Web of Science ®Google Scholar
• Schnitker, S. A., Houltberg, B. J., Ratchford, J. L., & Wang, K. T. (2020b). Dual pathways from religiousness to the virtue of patience versus anxiety among elite athletes. Psychology of Religion and Spirituality, 12(3), 294–303. https://doi.org/10.1037/rel0000289
   Web of Science ®Google Scholar
• Schnitker, S. A., Ratchford, J. L., Matsuo, H., Glanzer, P., & Dougherty, K. (2024). Changes in virtues, religiousness, and mental health among college students [Manuscript in preparation]. Department of Psychology & Neuroscience, Baylor University.
   Google Scholar
• Schnitker, S. A., Ro, D. B., Foster, J. D., Abernethy, A. D., Currier, J. M., vanOyen Witvliet, C., Root Luna, L. M., Putman, K. M., VanHarn, K., & Carter, J. (2020a). Patient patients: Increased patience associated with decreased depressive symptoms in psychiatric treatment. The Journal of Positive Psychology, 15(3), 300–313. https://doi.org/10.1080/17439760.2019.1610482
   Web of Science ®Google Scholar
• Schulenberg, J. E., Sameroff, A. J., & Cicchetti, D. (2004). The transition to adulthood as a critical juncture in the course of psychopathology and mental health. Development and Psychopathology, 16(4), 799–806. https://doi.org/10.1017/S0954579404040015
   PubMed Web of Science ®Google Scholar
• Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55(1), 5–14. https://doi.org/10.1037/0003-066X.55.1.5
   PubMed Web of Science ®Google Scholar
• Singh, B., Olds, T., Curtis, R., Dumuid, D., Virgara, R., Watson, A., Szeto, K., O’Connor, E., Ferguson, T., Eglitis, E., Miatke, A., Simpson, C. E. M., & Maher, C. (2023). Effectiveness of physical activity interventions for improving depression, anxiety and distress: An overview of systematic reviews. British Journal of Sports Medicine, 57(18), 1203–1209. https://doi.org/10.1136/bjsports-2022-106195
   PubMed Web of Science ®Google Scholar
• Sriram, R., Glanzer, P. L., & Cliburn, C. A. (2018). What contributes to self-control and grit? The key factors in college students. Journal of College Student Development, 59(3), 259–273. https://doi.org/10.1353/csd.2018.0026
   Web of Science ®Google Scholar
• Tangney, J. P., Baumeister, R. F., & Boone, A. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72(2), 271–324. https://doi.org/10.1111/j.0022-3506.2004.00263.x
   PubMed Web of Science ®Google Scholar
• Tehranchi, A., Neshat Doost, H. T., Amiri, S., & Power, M. J. (2018). The role of character strengths in depression: A structural equation model. Frontiers in Psychology, 9, 1609. https://doi.org/10.3389/fpsyg.2018.01609
   PubMed Web of Science ®Google Scholar
• Thompson, L. Y., Snyder, C. R., Hoffman, L., Michael, S. T., Rasmussen, H. N., Billings, L. S., Heinze, L., Neufeld, J. E., Shorey, H. S., Roberts, J. C., & Roberts, D. E. (2005). Dispositional forgiveness of self, others, and situations. Journal of Personality, 73(2), 313–359. https://doi.org/10.1111/j.1467-6494.2005.00311.x
   PubMed Web of Science ®Google Scholar
• Toussaint, L. L., & Webb, J. R. (2016). The humble mind and body: A theoretical model and review of evidence linking humility to health and well-being. In E. L. Worthington Jr., D. E. Davis, & J. N. Hook (Eds.), Handbook of humility (pp. 194–207). Routledge.
   Google Scholar
• Toussaint, L. L., Worthington, E. L., Jr., & Williams, D. R. (Eds.). (2015). Forgiveness and health: Scientific evidence and theories relating forgiveness to better health. Springer Science + Business Media. https://doi.org/10.1007/978-94-017-9993-5
   Google Scholar
• Twenge, J. M., & Joiner, T. E. (2020). U.S. Census Bureau-assessed prevalence of anxiety and depressive symptoms in 2019 and during the 2020 COVID-19 pandemic. Depression and Anxiety, 37(10), 954–956. https://doi.org/10.1002/da.23077
   PubMed Web of Science ®Google Scholar
• Twenge, J. M., Joiner, T. E., Rogers, M. L., & Martin, G. N. (2018). Increases in depressive symptoms, suicide-related outcomes, and suicide rates among U.S. adolescents after 2010 and links to increased new media screen time. Clinical Psychological Science, 6(1), 3–17. https://doi.org/10.1177/2167702617723376
   Web of Science ®Google Scholar
• Twenge, J. M., Miller, J. D., & Campbell, W. K. (2014). The narcissism epidemic: Commentary on modernity and narcissistic personality disorder. Personality Disorders: Theory, Research, and Treatment, 5(2), 227–229. https://doi.org/10.1037/per0000008
   Web of Science ®Google Scholar
• Udupa, N. S., Twenge, J. M., McAllister, C., & Joiner, T. E. (2023). Increases in poor mental health, mental distress, and depression symptoms among US adults, 1993–2020. Journal of Mood and Anxiety Disorders, 2, 100013. https://doi.org/10.1016/j.xjmad.2023.100013
   Google Scholar
• Whiteford, H. A., Degenhardt, L., Rehm, J., Baxter, A. J., Ferrari, A. J., Erskine, H. E., Charlson, F. J., Norman, R. E., Flaxman, A. D., Johns, N., Burstein, R., Murray, C. J., & Vos, T. (2013). Global burden of disease attributable to mental and substance use disorders: Findings from the global burden of disease study 2010. The Lancet, 382(9904), 1575–1586. https://doi.org/10.1016/S0140-6736(13)61611-6
   PubMed Web of Science ®Google Scholar
• Wood, A. M., Froh, J. J., & Geraghty, A. W. (2010). Gratitude and well-being: A review and theoretical integration. Clinical Psychology Review, 30(7), 890–905. https://doi.org/10.1016/j.cpr.2010.03.005
   PubMed Web of Science ®Google Scholar
• Zhang, T., Fu, H., & Wan, Y. (2014). The application of group forgiveness intervention for courtship-hurt college students: A Chinese perspective. International Journal of Group Psychotherapy, 64(3), 298–320. https://doi.org/10.1521/ijgp.2014.64.3.298
   PubMed Web of Science ®Google Scholar