心理弹性多维结构对症状与人格的双重预测:基于SCL-90和UPI的11,300名大学生实证研究
The Dual Predictive Effects of Multidimensional Psychological Resilience on Symptoms and Personality: An Empirical Study of 11,300 Chinese College Students Using SCL-90 and UPI
摘要: 目的:探讨心理弹性各因子(能力、情感管理、接受变化、控制、精神影响)对SCL-90症状因子和UPI人格脆弱性因子的预测作用,比较心理弹性对不同类型心理健康指标的解释力差异。方法:采用横断面调查设计,对11,300名中国大学生施测心理弹性量表(RISC)、症状自评量表(SCL-90)和大学生人格问卷(UPI)。以心理弹性五个因子为自变量,分别以SCL-90总分、SCL-90十个因子,和UPI五个因子为因变量,进行多元线性回归分析(强制进入法)。结果:(1) 心理弹性五因子对SCL-90各因子解释率范围为10.1%~17.3% (均值为14.1%),对UPI各因子解释率范围为19.3%~22.8% (均值为20.7%),后者显著高于前者(t = 7.82, P < 0.001);(2) 情感管理是所有模型中最强的预测因子,对SCL-90抑郁的β = −0.204,对UPI情绪易感性的β = −0.287;(3) 能力因子在所有16个模型中均显著(β范围:−0.131至−0.057);(4) 精神影响仅在3个SCL-90模型中显著,在所有UPI模型中均不显著;(5) 心理弹性对UPI认知损害和情绪易感性的解释率最高(均为R2 = 0.228),对SCL-90敌对解释率最低(R2 = 0.101)。结论:心理弹性与人格基础的脆弱性构念(UPI)的关联强度显著高于与当前症状(SCL-90)的关联。情感管理是跨指标的核心保护因子。干预应优先提升情绪调节能力,并根据不同结局指标定制弹性成分。
Abstract: Objective: To examine the predictive effects of five psychological resilience subscales (Ability, Emotion Management, Acceptance of Change, Control, and Spiritual Influence) on SCL-90 symptom dimensions and UPI personality vulnerability dimensions, and to compare the explanatory power of resilience for different types of mental health indicators. Methods: A cross-sectional survey was conducted among 11,300 Chinese college students using the Resilience Scale for Chinese Adolescents (RISC), Symptom Checklist-90 (SCL-90), and University Personality Inventory (UPI). Multiple linear regression analyses (enter method) were performed with five resilience subscales as independent variables and SCL-90 total score, ten SCL-90 dimensions, and five UPI dimensions as dependent variables. Results: (1) The five resilience subscales explained 10.1%~17.3% of the variance in SCL-90 dimensions (mean R2 = 14.1%) and 19.3%~22.8% of the variance in UPI dimensions (mean R2 = 20.7%), with UPI variance explained significantly higher (t = 7.82, P < 0.001). (2) Emotion Management emerged as the strongest predictor across all models, with β = −0.204 for SCL-90 depression and β = −0.287 for UPI emotional susceptibility. (3) Ability showed consistent significant effects across all 16 models (β range: −0.131 to −0.057). (4) Spiritual Influence was significant in only three SCL-90 models and non-significant in all UPI models. (5) Resilience explained the most variance in UPI cognitive impairment and emotional susceptibility (both R2 = 0.228) and the least variance in SCL-90 hostility (R2 = 0.101). Conclusion: Psychological resilience is more strongly associated with personality-based vulnerability constructs (UPI) than with current symptom measures (SCL-90). Emotion management is a core transdiagnostic protective factor. Interventions should prioritize emotion regulation enhancement and tailor resilience components to specific outcome indicators.
文章引用:黄雪竹, 徐磊, 周丽, 周波. 心理弹性多维结构对症状与人格的双重预测:基于SCL-90和UPI的11,300名大学生实证研究[J]. 社会科学前沿, 2026, 15(8): 401-415. https://doi.org/10.12677/ass.2026.158673

参考文献

[1] Eisenberg, D., Lipson, S.K. and Ceglarek, P. (2019) Mental Health in College Populations. In: Compton, M.T. and Shim, R.S., Eds., The Social Determinants of Mental Health, American Psychiatric Publishing, 215-238.
[2] Auerbach, R.P., Alonso, J., Axinn, W.G., Cuijpers, P., Ebert, D.D., Green, J.G., et al. (2016) Mental Disorders among College Students in the World Health Organization World Mental Health Surveys. Psychological Medicine, 46, 2955-2970.
https://doi.org/10.1017/s0033291716001665
[3] Zhang, X., Wong, G.T.F., Liu, C.H., Hahm, H. and Chen, J.A. (2022) International Student Stressors and Mental Health during the COVID-19 Pandemic: A Qualitative Study. Journal of American College Health, 72, 1027-1033.
https://doi.org/10.1080/07448481.2022.2068015
[4] Li, Y., Zhao, J., Ma, Z., McReynolds, L.S., Lin, D., Chen, Z., et al. (2021) Mental Health among College Students during the COVID-19 Pandemic in China: A 2-Wave Longitudinal Survey. Journal of Affective Disorders, 281, 597-604.
https://doi.org/10.1016/j.jad.2020.11.109
[5] Masten, A.S. (2014) Ordinary Magic: Resilience in Development. Guilford Press.
[6] Southwick, S.M. and Charney, D.S. (2018) Resilience: The Science of Mastering Life’s Greatest Challenges. 2nd Edition, Cambridge University Press.
https://doi.org/10.1017/9781108349246
[7] Connor, K.M. and Davidson, J.R.T. (2003) Development of a New Resilience Scale: The Connor-Davidson Resilience Scale (CD-RISC). Depression and Anxiety, 18, 76-82.
https://doi.org/10.1002/da.10113
[8] Wagnild, G. (2009) A Review of the Resilience Scale. Journal of Nursing Measurement, 17, 105-113.
https://doi.org/10.1891/1061-3749.17.2.105
[9] Hu, T., Zhang, D. and Wang, J. (2015) A Meta-Analysis of the Trait Resilience and Mental Health. Personality and Individual Differences, 76, 18-27.
https://doi.org/10.1016/j.paid.2014.11.039
[10] Kalisch, R., Baker, D.G., Basten, U., Boks, M.P., Bonanno, G.A., Brummelman, E., et al. (2017) The Resilience Framework as a Strategy to Combat Stress-Related Disorders. Nature Human Behaviour, 1, 784-790.
https://doi.org/10.1038/s41562-017-0200-8
[11] Richardson, G.E. (2002) The Metatheory of Resilience and Resiliency. Journal of Clinical Psychology, 58, 307-321.
https://doi.org/10.1002/jclp.10020
[12] Zautra, A.J., Hall, J.S. and Murray, K.E. (2010) Resilience: A New Definition and Conceptual Framework. In: Reich, J.W., et al., Eds., Handbook of Adult Resilience, Guilford Press, 3-29.
[13] Hu, Y.Q. and Gan, Y.Q. (2008) Development and Psychometric Validity of the Resilience Scale for Chinese Adolescents. Acta Psychologica Sinica, 40, 902-912.
https://doi.org/10.3724/sp.j.1041.2008.00902
[14] Bandura, A. (1997) Self-Efficacy: The Exercise of Control. Freeman.
[15] Gallagher, M.W., Long, L.J. and Phillips, C.A. (2019) Hope, Optimism, Self‐Efficacy, and Posttraumatic Stress Disorder: A Meta‐Analytic Review of the Protective Effects of Positive Expectancies. Journal of Clinical Psychology, 76, 329-355.
https://doi.org/10.1002/jclp.22882
[16] Kashdan, T.B. and Rottenberg, J. (2010) Psychological Flexibility as a Fundamental Aspect of Health. Clinical Psychology Review, 30, 865-878.
https://doi.org/10.1016/j.cpr.2010.03.001
[17] Yao, X., Chan, K.L., Chen, S. and Gao, S. (2024) Associations between Psychological Flexibility and Mental Health Problems during the Covid-19 Pandemic: A Three-Level Meta-Analytic Review. Current Psychology, 43, 22734-22753.
https://doi.org/10.1007/s12144-024-05628-y
[18] Lachman, M.E. and Weaver, S.L. (1998) The Sense of Control as a Moderator of Social Class Differences in Health and Well-Being. Journal of Personality and Social Psychology, 74, 763-773.
https://doi.org/10.1037/0022-3514.74.3.763
[19] Infurna, F.J., Ram, N. and Gerstorf, D. (2013) Level and Change in Perceived Control Predict 19-Year Mortality: Findings from the Americans’ Changing Lives Study. Developmental Psychology, 49, 1833-1847.
https://doi.org/10.1037/a0031041
[20] Moreira‐Almeida, A., Sharma, A., van Rensburg, B.J., Verhagen, P.J. and Cook, C.C.H. (2016) WPA Position Statement on Spirituality and Religion in Psychiatry. World Psychiatry, 15, 87-88.
https://doi.org/10.1002/wps.20304
[21] Steger, M.F., Frazier, P., Oishi, S. and Kaler, M. (2006) The Meaning in Life Questionnaire: Assessing the Presence of and Search for Meaning in Life. Journal of Counseling Psychology, 53, 80-93.
https://doi.org/10.1037/0022-0167.53.1.80
[22] Derogatis, L.R. and Savitz, K.L. (1999) The SCL-90-R, Brief Symptom Inventory, and Matching Clinical Rating Scales. In: Maruish, M.E., Ed., The Use of Psychological Testing for Treatment Planning and Outcomes Assessment (2nd Edition), Erlbaum, 679-724.
[23] Gomez, R., Stavropoulos, V., Zarate, D. and Palikara, O. (2021) Symptom Checklist-90-Revised: A Structural Examination in Relation to Family Functioning. PLOS ONE, 16, e0247902.
https://doi.org/10.1371/journal.pone.0247902
[24] Zhang, J., Lanza, S., Zhang, M. and Su, B. (2015) Structure of the University Personality Inventory for Chinese College Students. Psychological Reports, 116, 821-839.
https://doi.org/10.2466/08.02.pr0.116k26w3
[25] Sugawara, N., Yasui-Furukori, N., Sayama, M. and Shimoda, K. (2020) Factor Structure of the University Personality Inventory in Japanese Medical Students. BMC Psychology, 8, Article No. 103.
https://doi.org/10.1186/s40359-020-00469-3
[26] Kalisch, R., Müller, M. and Tüscher, O. (2015) A Conceptual Framework for the Neurobiological Study of Resilience. Behavioral and Brain Sciences, 38, e92.
[27] Wu, Y., Sang, Z., Zhang, X. and Margraf, J. (2020) The Relationship between Resilience and Mental Health in Chinese College Students: A Longitudinal Cross-Lagged Analysis. Frontiers in Psychology, 11, Article 108.
https://doi.org/10.3389/fpsyg.2020.00108
[28] Preti, A., Carta, M.G. and Petretto, D.R. (2019) Factor Structure Models of the SCL-90-R: Replicability across Community Samples of Adolescents. Psychiatry Research, 272, 491-498.
https://doi.org/10.1016/j.psychres.2018.12.146
[29] 王征宇. 症状自评量表(SCL-90) [J]. 上海精神医学, 1984, 2(2): 68-70.
[30] Zhang, Y., Hu, Y., Wang, Z., Wang, S., Zhang, M. and Zhang, T. (2024) Associations of the University Personality Inventory Measured Mental Health Symptoms with Physical Fitness among Chinese College Freshmen: A New Potential Health Risk Marker. Current Psychology, 43, 37086-37100.
https://doi.org/10.1007/s12144-024-07136-5
[31] Zuckerman, M. (1999) Vulnerability to Psychopathology: A Biosocial Model: American Psychological Association.
[32] Aldao, A., Nolen-Hoeksema, S. and Schweizer, S. (2010) Emotion-Regulation Strategies across Psychopathology: A Meta-Analytic Review. Clinical Psychology Review, 30, 217-237.
https://doi.org/10.1016/j.cpr.2009.11.004
[33] Lincoln, T.M., Schulze, L. and Renneberg, B. (2022) The Role of Emotion Regulation in the Characterization, Development and Treatment of Psychopathology. Nature Reviews Psychology, 1, 272-286.
https://doi.org/10.1038/s44159-022-00040-4
[34] Beauchaine, T.P. and Zisner, A. (2017) Motivation, Emotion Regulation, and the Latent Structure of Psychopathology: An Integrative and Convergent Historical Perspective. International Journal of Psychophysiology, 119, 108-118.
https://doi.org/10.1016/j.ijpsycho.2016.12.014
[35] Troy, A.S. and Mauss, I.B. (2011) Resilience in the Face of Stress: Emotion Regulation as a Protective Factor. In: Southwick, S.M., Litz, B.T., Charney, D. and Friedman, M.J., Eds., Resilience and Mental Health, Cambridge University Press, 30-44.
https://doi.org/10.1017/cbo9780511994791.004
[36] Gross, J.J. (2015) Emotion Regulation: Current Status and Future Prospects. Psychological Inquiry, 26, 1-26.
https://doi.org/10.1080/1047840x.2014.940781
[37] Joormann, J. and Stanton, C.H. (2016) Examining Emotion Regulation in Depression: A Review and Future Directions. Behaviour Research and Therapy, 86, 35-49.
https://doi.org/10.1016/j.brat.2016.07.007
[38] Nolen-Hoeksema, S., Wisco, B.E. and Lyubomirsky, S. (2008) Rethinking Rumination. Perspectives on Psychological Science, 3, 400-424.
https://doi.org/10.1111/j.1745-6924.2008.00088.x
[39] Ciesla, J.A., Dickson, K.S., Anderson, N.L. and Neal, D.J. (2011) Negative Repetitive Thought and College Drinking: Angry Rumination, Depressive Rumination, Co-Rumination, and Worry. Cognitive Therapy and Research, 35, 142-150.
https://doi.org/10.1007/s10608-011-9355-1
[40] Sloan, E., Hall, K., Moulding, R., Bryce, S., Mildred, H. and Staiger, P.K. (2017) Emotion Regulation as a Transdiagnostic Treatment Construct across Anxiety, Depression, Substance, Eating and Borderline Personality Disorders: A Systematic Review. Clinical Psychology Review, 57, 141-163.
https://doi.org/10.1016/j.cpr.2017.09.002
[41] Barlow, D.H., Farchione, T.J., Bullis, J.R., Gallagher, M.W., Murray-Latin, H., Sauer-Zavala, S., et al. (2017) The Unified Protocol for Transdiagnostic Treatment of Emotional Disorders Compared with Diagnosis-Specific Protocols for Anxiety Disorders. JAMA Psychiatry, 74, 875-884.
https://doi.org/10.1001/jamapsychiatry.2017.2164
[42] Pargament, K.I., Mahoney, A., Exline, J.J., Jones, J.W. and Shafranske, E.P. (2013) APA Handbook of Psychology, Religion, and Spirituality. American Psychological Association.
[43] Hammood, Y.M., Ismail, S.M., Prasad, K., Khasawneh, M.A.S. and Naeim, M. (2025) Multigenerational Resilience: A Novel Theory on the Psychological Transmission of Resilience and the Role of Culture and Spirituality in Indigenous Communities: A Narrative Review. Asian Journal of Psychiatry, 107, Article ID: 104485.
https://doi.org/10.1016/j.ajp.2025.104485
[44] Li, M. and Yang, Y. (2016) A Cross‐Cultural Study on a Resilience-Stress Path Model for College Students. Journal of Counseling & Development, 94, 319-332.
https://doi.org/10.1002/jcad.12088
[45] Linehan, M.M. (2015) DBT Skills Training Manual. 2nd Edition, Guilford Press.
[46] Mennin, D.S. and Fresco, D.M. (2014) Emotion Regulation Therapy. In: Gross, J.J., Ed., Handbook of Emotion Regulation (2nd Edition), Guilford Press, 469-490.
[47] Mei, Z., Cai, C., Wang, T., Yang, Y., Lam, C., Zhang, Y., et al. (2025) Interventions to Promote Resilience in Children and Adolescents: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. General Hospital Psychiatry, 96, 295-306.
https://doi.org/10.1016/j.genhosppsych.2025.08.011
[48] Muriago, G., Chiccoli, A., Papola, D., Compri, B., Turrini, G., Nose, M., et al. (2026) Mental Health in University Students: An Umbrella Review Grading the Evidence for Psychosocial Interventions. BMJ Mental Health, 29, e302323.
https://doi.org/10.1136/bmjment-2025-302323
[49] Hofmann, T., König, C., Bruder, R. and Bergner, J. (2012) How to Reduce Workload—Augmented Reality to Ease the Work of Air Traffic Controllers. WORK: A Journal of Prevention, Assessment & Rehabilitation, 41, 1168-1173.
https://doi.org/10.3233/wor-2012-0299-1168
[50] Hayes, D.K., Denny, C.H., Keenan, N.L., Croft, J.B., Sundaram, A.A. and Greenlund, K.J. (2006) Racial/Ethnic and Socioeconomic Differences in Multiple Risk Factors for Heart Disease and Stroke in Women: Behavioral Risk Factor Surveillance System, 2003. Journal of Womens Health, 15, 1000-1008.
https://doi.org/10.1089/jwh.2006.15.1000
[51] Egan, L., Park, H., Lam, J. and Gatt, J. (2024) Resilience to Stress and Adversity: A Narrative Review of the Role of Positive Affect. Psychology Research and Behavior Management, 17, 2011-2038.
https://doi.org/10.2147/prbm.s391403
[52] Hammond, S.P., Polizzi, G., Duddy, C., Bennett-Grant, Y. and Bartholomew, K.J. (2024) Children’s, Parents’ and Educators’ Understandings and Experiences of Digital Resilience: A Systematic Review and Meta-Ethnography. New Media & Society, 26, 3018-3042.
https://doi.org/10.1177/14614448241232065
[53] Corpas, F.J. (2024) NO and H2S Contribute to Crop Resilience against Atmospheric Stressors. International Journal of Molecular Sciences, 25, Article 3509.
https://doi.org/10.3390/ijms25063509
[54] Podsakoff, P.M., MacKenzie, S.B. and Podsakoff, N.P. (2012) Sources of Method Bias in Social Science Research and Recommendations on How to Control It. Annual Review of Psychology, 63, 539-569.
https://doi.org/10.1146/annurev-psych-120710-100452
[55] Kalisch, R., Cramer, A.O.J., Binder, H., Fritz, J., Leertouwer, I., Lunansky, G., et al. (2019) Deconstructing and Reconstructing Resilience: A Dynamic Network Approach. Perspectives on Psychological Science, 14, 765-777.
https://doi.org/10.1177/1745691619855637
[56] Gao, L., Zhang, N., Yang, W. and Deng, X. (2024) First‐Year Students’ Psychological Resilience and College Adjustment: A Person‐Oriented Approach. Psychology in the Schools, 61, 3770-3784.
https://doi.org/10.1002/pits.23253
[57] Etkin, A., Büchel, C. and Gross, J.J. (2015) The Neural Bases of Emotion Regulation. Nature Reviews Neuroscience, 16, 693-700.
https://doi.org/10.1038/nrn4044
[58] McRae, K. and Gross, J.J. (2020) Emotion Regulation. Emotion, 20, 1-9.
https://doi.org/10.1037/emo0000703