Psychological resilience from the perspective of network analysis

Abstract

Abstract: ：The study of psychological resilience began in the 1970s,but its definition has not been unified in the academic world.In the past half century,almost all the research measured mental resilienceby scale. In recent years,researchers have tried to study resilience by the theory and methods of network analysis. This paper summarizes the definition,evaluation methods and the application of network analysis in the field of resilience,and proposes that traditional scale and network analysis methods can be applied to longitudinal data,which has certain reference significance for the assessment and intervention of resilience.

Key words: Psychological resilience, Network analysis, Adaptation, Mental disorders

CLC Number:

B95.6

WANG Min, ZHANG Li-xia, XU Ning, WU Ri-han, LIU Xu-feng, WANG Hui. Psychological resilience from the perspective of network analysis. [J]OCCUPATION AND HEALTH, 2023, 39(10): 1436-1440.

References

[1] RUTTER M.Protective factors in children's responses to stress and disadvantage[J].Ann Acad Med Singap,1979,8(3):324-338.
[2] 韦海燕.社会文化视角下大学生韧性研究进展及动态[J].中国健康心理学杂志,2015,23(5):799-801.
[3] 于肖楠,张建新.韧性(resilience)——在压力下复原和成长的心理机制[J].心理科学进展,2005(5):658-665.
[4] 马绍奇,焦璨,张敏强.社会网络分析在心理研究中的应用[J].心理科学进展,2011,19(5):755-764.
[5] NEWMAN R.APA's resilience initiative[J].Prof Psychol Res Pr,2005,36(3):227-229.
[6] TUGADE M M,FREDRICKSON B L.Resilient individuals use positive emotions to bounce back from negative emotional experiences[J].J Pers Soc Psychol,2004,86(2):320-333.
[7] UNGAR M,THERON L.Resilience and mental health:how multisystemic processes contribute to positive outcomes[J].Lancet Psychiat,2020,7(5):441-448.
[8] CONNOR K M,DAVIDSON J R T.Development of a new resilience scale:The Connor-Davidson Resilience Scale(CD-RISC)[J].Depress Anxiety,2003,18(2):76-82.
[9] MASTEN A S.Resilience in developing systems:progress and promise as the fourth wave rises[J].Dev Psychopathol,2007,19(3):921-930.
[10] TUSAIE K,DYER J.Resilience:a historical review of the construct[J].Holist Nurs Pract,2004,18(1):3-8+9-10.
[11] 陈双艺,仇剑崟.心理韧性的研究进展[J].上海交通大学学报(医学版),2021,41(10):1397-1400.
[12] 钟雪,吴大兴,夏结,等.Connor-Davidson弹性量表在我国社区老年人中的信效度检验[J].中国临床心理学杂志,2016,24(2):264-266.
[13] CHENG C,DONG D,HE J,et al.Psychometric properties of the 10-item Connor-Davidson Resilience Scale(CD-RISC-10) in Chinese undergraduates and depressive patients[J].J Affect Disord,2020,261:211-220.
[14] CAMPBELL-SILLS L,STEIN M B.Psychometric analysis and refinement of the connor-davidson resilience scale(CD-RISC):Validation of a 10-item measure of resilience[J].J Trauma Stress,2007,20(6):1019-1028.
[15] 叶增杰,阮小丽,曾珍,等.中文版10条目心理韧性量表在护生群体中的信效度分析[J].护理学报,2016,23(21):9-13.
[16] 叶增杰,刘美玲,骆东妹,等.10条目简易心理弹性量表在肿瘤患儿父母群体中的信效度检验[J].护理研究,2016,30(33):4118-4122.
[17] 叶增杰,王桢钰,梁木子,等.中文版10条目心理韧性量表在恶性肿瘤患者中的应用研究[J].中国全科医学,2018,21(15):1839-1844.
[18] YU X N,ZHANG J.Factor analysis and psychometric evaluation of the Connor-Davidson Resilience Scale(CD-RISC) with Chinese people[J].Soc Behav Personal,2007,35(1):19-30.
[19] CAI W P,LIAN B,SONG X G,et al.A cross-sectional study on mental health among health care workers during the outbreak of Corona Virus Disease 2019[J].Asian J Psychiatr,2020,51:102111.
[20] YU X N,LAU J T,MAK W W,et al.Factor structure and psychometric properties of the Connor-Davidson Resilience Scale among Chinese adolescents[J].Compr Psychiatry,2011,52(2):218-224.
[21] SMITH B W,DALEN J,WIGGINS K,et al.The brief resilience scale:assessing the ability to bounce back[J].Int J Behav Med,2008,15(3):194-200.
[22] BLOCK J,KREMEN A M.IQ and ego-resiliency:conceptual and empirical connections and separateness[J].J Pers Soc Psychol,1996,70(2):349-361.
[23] KLOHNEN E C.Conceptual analysis and measurement of the construct of ego-resiliency[J].J Pers Soc Psychol,1996,70(5):1067-1079.
[24] BROMLEY E,JOHNSON J G,COHEN P.Personality strengths in adolescence and decreased risk of developing mental health problems in early adulthood[J].Compr Psychiatry,2006,47(4):315-324.
[25] WAGNILD G M,YOUNG H M.Development and psychometric evaluation of the Resilience Scale[J].J Nurs Meas,1993,1(2):165-178.
[26] 叶静,张戌凡.老年人心理韧性与幸福感的关系:一项元分析[J].心理科学进展,2021,29(2):202-217.
[27] WINDLE G,MARKLAND D A,WOODS R T.Examination of a theoretical model of psychological resilience in older age[J].Aging Ment Health,2008,12(3):285-292.
[28] KUMPFER K L.Factors and processes contributing to resilience[J].Springer US,2002.
[29] RICHARDSON G E.The metatheory of resilience and resiliency[J].J Clin Psychol,2002,58(3):307-321.
[30] UNGAR M,LIEBENBERG L,BOOTHROYD R,et al.The Study of Youth Resilience Across Cultures:Lessons from a Pilot Study of Measurement Development[J].Res Hum Dev,2008,5(3):166-180.
[31] 林思婷,罗梦娜,汪丹,等.心理韧性测量工具的研究现状[J].解放军护理杂志,2019,36(4):54-57.
[32] BORSBOOM D.Psychometric perspectives on diagnostic systems[J].J Clin Psychol,2008,64(9):1089-1108.
[33] 陈琛,王力,曹成琦,等.心理病理学网络理论、方法与挑战[J].心理科学进展,2021,29(10):1724-1739.
[34] FRITZ J,FRIED E I,GOODYER I M,et al.A Network Model of Resilience Factors for Adolescents with and without Exposure to Childhood Adversity[J].Sci Rep,2018,8(1):15774.
[35] BORSBOOM D.A network theory of mental disorders[J].World Psychiatry,2017,16(1):5-13.
[36] ROBINAUGH D J,HOEKSTRA R H A,TONER E R,et al.The network approach to psychopathology:a review of the literature 2008-2018 and an agenda for future research[J].Psychol Med,2020,50(3):353-366.
[37] BORSBOOM D,CRAMER A O J.Network Analysis:An Integrative Approach to the Structure of Psychopathology[J].Annu Rev Clin Psychol.2013:91-121.
[38] GULOKSUZ S,PRIES L K,VAN OS J.Application of network methods for understanding mental disorders:pitfalls and promise[J].Psychol Med,2017,47(16):2743-2752.
[39] CRAMER A O,WALDORP L J,VAN DER MAAS H L,et al.Comorbidity:a network perspective[J].Behav Brain Sci,2010,33(2-3):137-193.
[40] KALISCH R,BAKER D G,BASTEN U,et al.The resilience framework as a strategy to combat stress-related disorders[J].Nat Hum Behav,2017,1(11):784-790.
[41] SCHEFFER M,BOLHUIS J E,BORSBOOM D,et al.Quantifying resilience of humans and other animals[J].Proc Natl Acad Sci U S A,2018,115(47):11883-11890.
[42] KALISCH R,CRAMER AOJ,BINDER H,et al.Deconstructing and Reconstructing Resilience:A Dynamic Network Approach[J].Perspect Psychol Sci,2019,14(5):765-777.
[43] LIEBANA-PRESA C,ANDINA-DIAZ E,REGUERA-GARCIA M M,et al.Social Network Analysis and Resilience in University Students:An Approach from Cohesiveness[J].Int J Environ Res Public Health,2018,15(10):2119.
[44] TAVARES J P,VIEIRA L S,PAI D D,et al.Network of correlations between quality of life,resilience and effort-reward imbalance in military police officers[J].Cien Saude Colet,2021,26(5):1931-1940.
[45] BRINKHOF L P,HUTH K,MURRE J,et al.The Interplay Between Quality of Life and Resilience Factors in Later Life:A Network Analysis[J].Front Psychol,2021,12:752564.
[46] HOLTGE J,THERON L,VAN RENSBURG A,et al.Investigating the Interrelations Between Systems of Support in 13- to 18-Year-Old Adolescents:A Network Analysis of Resilience Promoting Systems in a High and Middle-Income Country[J].Child Dev,2021,92(2):586-599.
[47] HOLTGE J,THERON L,UNGAR M.A multisystemic perspective on the temporal interplay between adolescent depression and resilience-supporting individual and social resources[J].J Affect Disord,2022,297:225-232.
[48] CHMITORZ A,KUNZLER A,HELMREICH I,et al.Intervention studies to foster resilience-A systematic review and proposal for a resilience framework in future intervention studies[J].Clin Psychol Rev,2018,59:78-100.
[49] 刘伟伟,汪海彬,李梅,等.心理弹性的国内外研究回顾及展望[J].宁波大学学报(教育科学版),2017,39(1):18-23.
[50] DEYOUNG C G,KRUEGER R F.Understanding PsychopathologyC-ybernetics and Psychology on the Boundary between Order and Chaos[J].Psychol Inq,2018,29(3):165-174.