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Published in: BMC Public Health 1/2022

Open Access 01-12-2022 | Research

The association between resilience resources, contextual factors and mental health status: a national population-based study

Authors: Foteini Tseliou, Pauline Ashfield-Watt

Published in: BMC Public Health | Issue 1/2022

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Abstract

Background

Although a range of risk factors have been linked with poor mental health across the population, the underlying pathways leading to mental ill health remain unclear. There is a need to investigate the effects and interplay of both protective and risk factors. This population-based study aimed to explore the effects of individual and contextual factors on mental health status. Record-linkage was implemented between health and lifestyle data drawn from HealthWise Wales (HWW), a national population health survey of people > 16 years who live or access their healthcare in Wales, and treatment data from primary healthcare records. Mental health status was assessed using three different measures, including the self-reported MHI-5 and WEMWBS scales and mental health treatment in electronic healthcare records (EHR).

Result

Using cross-sectional data from 27,869 HWW participants aged over 16 years, lifestyle factors, resilience, social cohesion and neighbourhood attraction were associated with mental health across all measures. However, compared to contextual factors, the cluster of individual factors was more closely associated with poor mental health, explaining more of the variance across all measures used (MHI-5: 9.8% versus 5.4%; WEMWBS: 15.9% versus 10.3%; EHR: 5.5% versus 3.0%). Additional analysis on resilience sub-constructs indicated that personal skills were the most closely correlated with poorer mental health.

Conclusion

Mental health status was more closely linked with individual factors across the population than contextual factors. Interventions focusing on improving individual resilience and coping skills could improve mental health outcomes and reduce the negative effect of contextual factors such as negative neighbourhood perceptions.
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Literature
1.
go back to reference Mathers CD, Loncar D. Projections of global mortality and burden of disease from 2002 to 2030. PLoS Med. 2006;3(11):e442.CrossRef Mathers CD, Loncar D. Projections of global mortality and burden of disease from 2002 to 2030. PLoS Med. 2006;3(11):e442.CrossRef
3.
go back to reference Block JH, Block J. The role of ego-control and ego-resiliency in the organization of behavior. In: Collins WA, editor. Development of cognition, affect and social relations: The Minnesota symposia on child psychology, vol. 13. Hillsdale, NJ: Erlbaum; 1980. p. 39–101. Block JH, Block J. The role of ego-control and ego-resiliency in the organization of behavior. In: Collins WA, editor. Development of cognition, affect and social relations: The Minnesota symposia on child psychology, vol. 13. Hillsdale, NJ: Erlbaum; 1980. p. 39–101.
5.
go back to reference Ungar M, Liebenberg L. Assessing resilience across cultures using mixed methods: construction of the child and youth resilience measure. J Mix Methods Res. 2011;5(2):126–49.CrossRef Ungar M, Liebenberg L. Assessing resilience across cultures using mixed methods: construction of the child and youth resilience measure. J Mix Methods Res. 2011;5(2):126–49.CrossRef
6.
go back to reference Hu T, Zhang D, Wang J. A meta-analysis of the trait resilience and mental health. Pers Individ Differ. 2015;76:18–27.CrossRef Hu T, Zhang D, Wang J. A meta-analysis of the trait resilience and mental health. Pers Individ Differ. 2015;76:18–27.CrossRef
7.
go back to reference Kessler RC, McLeod JD, Wethington E. the costs of caring: a perspective on the relationship between sex and psychological distress. In: Sarason IG, Sarason BR (eds) Social support: theory, research and applications. NATO ASI Series (D: Behavioural and Social Sciences), Vol 24. Springer, Dordrecht; 1985. doi:https://doi.org/10.1007/978-94-009-5115-0_25. Kessler RC, McLeod JD, Wethington E. the costs of caring: a perspective on the relationship between sex and psychological distress. In: Sarason IG, Sarason BR (eds) Social support: theory, research and applications. NATO ASI Series (D: Behavioural and Social Sciences), Vol 24. Springer, Dordrecht; 1985. doi:https://​doi.​org/​10.​1007/​978-94-009-5115-0_​25.
8.
go back to reference McAneney H, Tully MA, Hunter RF, Kouvonen A, Veal P, Stevenson M, et al. Individual factors and perceived community characteristics in relation to mental health and mental well-being. BMC Public Health. 2015;15(1):1237.CrossRef McAneney H, Tully MA, Hunter RF, Kouvonen A, Veal P, Stevenson M, et al. Individual factors and perceived community characteristics in relation to mental health and mental well-being. BMC Public Health. 2015;15(1):1237.CrossRef
9.
go back to reference Araya R, Dunstan F, Thomas H, Bell T, Palmer S, Patterson J, Weaver N, Jones P, Lewis G. Perceptions of social capital and the built environment and mental health. Soc Sci Med. 2006;62:3072–83.CrossRef Araya R, Dunstan F, Thomas H, Bell T, Palmer S, Patterson J, Weaver N, Jones P, Lewis G. Perceptions of social capital and the built environment and mental health. Soc Sci Med. 2006;62:3072–83.CrossRef
11.
go back to reference Duncan SC, Duncan TE, Strycker LA. A Multilevel analysis of neighborhood context and youth alcohol and drug problems. Prev Sci. 2002;3:125–33.CrossRef Duncan SC, Duncan TE, Strycker LA. A Multilevel analysis of neighborhood context and youth alcohol and drug problems. Prev Sci. 2002;3:125–33.CrossRef
12.
go back to reference Mohnen SM, Groenewegen PP, Volker B, Flap H. Neighborhood social capital and individual health. Soc Sci Med. 2011;72:660–7.CrossRef Mohnen SM, Groenewegen PP, Volker B, Flap H. Neighborhood social capital and individual health. Soc Sci Med. 2011;72:660–7.CrossRef
13.
go back to reference Broady TR, Stone K. How can I take a break? Coping strategies and support needs of mental health carers. Soc Work Ment Health. 2015;13(4):318–35.CrossRef Broady TR, Stone K. How can I take a break? Coping strategies and support needs of mental health carers. Soc Work Ment Health. 2015;13(4):318–35.CrossRef
15.
go back to reference Tugade MM, Fredrickson BL, Barrett LF. Psychological resilience and positive emotional granularity: examining the benefits of positive emotions on coping and health. J Pers. 2004;72(6):1161–90.CrossRef Tugade MM, Fredrickson BL, Barrett LF. Psychological resilience and positive emotional granularity: examining the benefits of positive emotions on coping and health. J Pers. 2004;72(6):1161–90.CrossRef
16.
go back to reference Spahni S, Morselli D, Perrig-Chiello P, Bennett KM. Patterns of psychological adaptation to spousal bereavement in old age. Gerontology. 2015;61(5):456–68.CrossRef Spahni S, Morselli D, Perrig-Chiello P, Bennett KM. Patterns of psychological adaptation to spousal bereavement in old age. Gerontology. 2015;61(5):456–68.CrossRef
17.
go back to reference Gooding PA, Hurst A, Johnson J, Tarrier N. Psychological resilience in young and older adults. Int J Geriatr Psychiatry. 2012;27(3):262–70.CrossRef Gooding PA, Hurst A, Johnson J, Tarrier N. Psychological resilience in young and older adults. Int J Geriatr Psychiatry. 2012;27(3):262–70.CrossRef
18.
go back to reference Nygren B, Aléx L, Jonsén E, Gustafson Y, Norberg A, Lundman B. Resilience, sense of coherence, purpose in life and self-transcendence in relation to perceived physical and mental health among the oldest old. Aging Ment Health. 2005;9(4):354–62.CrossRef Nygren B, Aléx L, Jonsén E, Gustafson Y, Norberg A, Lundman B. Resilience, sense of coherence, purpose in life and self-transcendence in relation to perceived physical and mental health among the oldest old. Aging Ment Health. 2005;9(4):354–62.CrossRef
20.
go back to reference Lund C, Brooke-Sumner C, Baingana F, Baron EC, Breuer E, Chandra P, et al. Social determinants of mental disorders and the sustainable development goals: a systematic review of reviews. Lanc Psychiatr. 2018;5:357–69.CrossRef Lund C, Brooke-Sumner C, Baingana F, Baron EC, Breuer E, Chandra P, et al. Social determinants of mental disorders and the sustainable development goals: a systematic review of reviews. Lanc Psychiatr. 2018;5:357–69.CrossRef
21.
go back to reference O’Brien DT, Farrell C, Welsh BC. Broken (windows) theory: a meta-analysis of the evidence for the pathways from neighborhood disorder to resident health outcomes and behaviors. Soc Sci Med. 2019;228:272–92.CrossRef O’Brien DT, Farrell C, Welsh BC. Broken (windows) theory: a meta-analysis of the evidence for the pathways from neighborhood disorder to resident health outcomes and behaviors. Soc Sci Med. 2019;228:272–92.CrossRef
22.
go back to reference Sampson RJ, Raudenbush SW, Earls F. Neighborhoods and violent crime: a multilevel study of collective efficacy. Science. 1997;277:918–24.CrossRef Sampson RJ, Raudenbush SW, Earls F. Neighborhoods and violent crime: a multilevel study of collective efficacy. Science. 1997;277:918–24.CrossRef
23.
go back to reference Domènech-Abella J, Switsers L, Mundó J, Dierckx E, Dury S, De Donder L. The association between perceived social and physical environment and mental health among older adults: mediating effects of loneliness. Aging Ment Health. 2021;25(5):962–8.CrossRef Domènech-Abella J, Switsers L, Mundó J, Dierckx E, Dury S, De Donder L. The association between perceived social and physical environment and mental health among older adults: mediating effects of loneliness. Aging Ment Health. 2021;25(5):962–8.CrossRef
25.
go back to reference Buyck JF, Bonnaud S, Boumendil A, Andrieu S, Bonenfant S, Goldberg M, et al. Informal caregiving and self-reported mental and physical health: results from the Gazel cohort study. Am J Public Health. 2011;101:1971–9.CrossRef Buyck JF, Bonnaud S, Boumendil A, Andrieu S, Bonenfant S, Goldberg M, et al. Informal caregiving and self-reported mental and physical health: results from the Gazel cohort study. Am J Public Health. 2011;101:1971–9.CrossRef
26.
go back to reference Luthar SS, Cicchetti D, Becker B. The construct of resilience: a critical evaluation and guidelines for future work. Child Dev. 2000;71:543–62.CrossRef Luthar SS, Cicchetti D, Becker B. The construct of resilience: a critical evaluation and guidelines for future work. Child Dev. 2000;71:543–62.CrossRef
30.
go back to reference Resilience Research Centre. The Resilience Research Centre Adult Resilience Measure (RRC-ARM). Resilience Research Centre: Dalhousie University, Canada; 2016. Resilience Research Centre. The Resilience Research Centre Adult Resilience Measure (RRC-ARM). Resilience Research Centre: Dalhousie University, Canada; 2016.
33.
go back to reference Office for National Statistics. 2011 Rural urban classification of output areas in England and Wales. London: Office for National Statistics; 2011. Office for National Statistics. 2011 Rural urban classification of output areas in England and Wales. London: Office for National Statistics; 2011.
36.
go back to reference Fone DL, Farewell D, Dunstan FD. An ecometric analysis of neighbourhood cohesion. Popul Health Metrics. 2006;4:17.CrossRef Fone DL, Farewell D, Dunstan FD. An ecometric analysis of neighbourhood cohesion. Popul Health Metrics. 2006;4:17.CrossRef
37.
go back to reference Berwick DM, Murphy JM, Goldman PA, Ware AJAE, Barsky AJ, Weinstein MC. Performance of a five-item mental health screening test. Med Care. 1991;29:169–76.CrossRef Berwick DM, Murphy JM, Goldman PA, Ware AJAE, Barsky AJ, Weinstein MC. Performance of a five-item mental health screening test. Med Care. 1991;29:169–76.CrossRef
40.
go back to reference von Hippel PT. How to impute interactions, squares, and other transformed variables. Sociol Methodol. 2009;39(1):265–91.CrossRef von Hippel PT. How to impute interactions, squares, and other transformed variables. Sociol Methodol. 2009;39(1):265–91.CrossRef
41.
go back to reference Rubin DB. Multiple imputation for nonresponse in surveys. New York Chichester: Willey; 1987.CrossRef Rubin DB. Multiple imputation for nonresponse in surveys. New York Chichester: Willey; 1987.CrossRef
42.
go back to reference Van Ginkel JR. Significance tests and estimates for R2 for multiple regression in multiply imputed datasets: a cautionary note on earlier findings, and alternative solutions. Multivariate Behav Res. 2019;54(4):514–29.CrossRef Van Ginkel JR. Significance tests and estimates for R2 for multiple regression in multiply imputed datasets: a cautionary note on earlier findings, and alternative solutions. Multivariate Behav Res. 2019;54(4):514–29.CrossRef
44.
go back to reference Cherry M, Salmon P, Dickson J, Powell D, Sikdar S, Ablett J. Factors influencing the resilience of carers of individuals with dementia. Rev Clin Gerontol. 2013;23(4):251–66.CrossRef Cherry M, Salmon P, Dickson J, Powell D, Sikdar S, Ablett J. Factors influencing the resilience of carers of individuals with dementia. Rev Clin Gerontol. 2013;23(4):251–66.CrossRef
45.
go back to reference GhaneiGheshlagh R, Sayehmiri K, Ebadi A, Dalvandi A, Dalvand S, BagherMaddah SS, Tabrizi KN. The relationship between mental health and resilience: a systematic review and meta-analysis. Iran Red Crescent Med J. 2017;19(6):e13537. GhaneiGheshlagh R, Sayehmiri K, Ebadi A, Dalvandi A, Dalvand S, BagherMaddah SS, Tabrizi KN. The relationship between mental health and resilience: a systematic review and meta-analysis. Iran Red Crescent Med J. 2017;19(6):e13537.
47.
go back to reference Jaureguizar J, Garaigordobil M, Bernaras E. Self-concept, social skills, and resilience as moderators of the relationship between stress and childhood depression. School Ment Health. 2018;10:488–99.CrossRef Jaureguizar J, Garaigordobil M, Bernaras E. Self-concept, social skills, and resilience as moderators of the relationship between stress and childhood depression. School Ment Health. 2018;10:488–99.CrossRef
48.
go back to reference Kunicki ZJ, Harlow LL. Towards a higher-order model of resilience. Soc Indic Res. 2020;151(1):329–44.CrossRef Kunicki ZJ, Harlow LL. Towards a higher-order model of resilience. Soc Indic Res. 2020;151(1):329–44.CrossRef
49.
go back to reference Gireesh A, Das S, Viner RM. Impact of health behaviours and deprivation on well-being in a national sample of English young people. BMJ Paediatrics Open. 2018;2:e000335.CrossRef Gireesh A, Das S, Viner RM. Impact of health behaviours and deprivation on well-being in a national sample of English young people. BMJ Paediatrics Open. 2018;2:e000335.CrossRef
50.
go back to reference Velten J, Lavallee KL, Scholten S, Meyer AH, Zhang X, Schneider S. Erratum to: lifestyle choices and mental health: a representative population survey. BMC Psychol. 2016;4:2.CrossRef Velten J, Lavallee KL, Scholten S, Meyer AH, Zhang X, Schneider S. Erratum to: lifestyle choices and mental health: a representative population survey. BMC Psychol. 2016;4:2.CrossRef
51.
go back to reference Latkin CA, Edwards C, Davey-Rothwell MA, Tobin KE. The relationship between social desirability bias and self-reports of health, substance use, and social network factors among urban substance users in Baltimore. Maryland Addict Behav. 2017;73:133–6.CrossRef Latkin CA, Edwards C, Davey-Rothwell MA, Tobin KE. The relationship between social desirability bias and self-reports of health, substance use, and social network factors among urban substance users in Baltimore. Maryland Addict Behav. 2017;73:133–6.CrossRef
53.
go back to reference Stranges S, Samaraweera PC, Taggart F, et al. Major health-related behaviours and mental well-being in the general population: the health survey for England. BMJ Open. 2014;4:e005878.CrossRef Stranges S, Samaraweera PC, Taggart F, et al. Major health-related behaviours and mental well-being in the general population: the health survey for England. BMJ Open. 2014;4:e005878.CrossRef
57.
go back to reference Gardarsdottir H, Egberts AC, van Dijk L, Sturkenboom MC, Heerdink ER. An algorithm to identify antidepressant users with a diagnosis of depression from prescription data. Pharmacoepidemiol Drug Saf. 2009;18(1):7–15.CrossRef Gardarsdottir H, Egberts AC, van Dijk L, Sturkenboom MC, Heerdink ER. An algorithm to identify antidepressant users with a diagnosis of depression from prescription data. Pharmacoepidemiol Drug Saf. 2009;18(1):7–15.CrossRef
Metadata
Title
The association between resilience resources, contextual factors and mental health status: a national population-based study
Authors
Foteini Tseliou
Pauline Ashfield-Watt
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2022
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-022-13013-2

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