Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city
- PMID: 37730594
- PMCID: PMC10510265
- DOI: 10.1186/s12889-023-16714-4
Mental resources, mental health and sociodemography: a cluster analysis based on a representative population survey in a large German city
Abstract
Background: Mental resources such as optimism and social support are important to face different stressors. The aim of this study is to identify groups in the population that are similar in terms of their mental resources.
Methods: For this purpose, a randomly selected general population community sample was used, representative for the city of Leipzig, Germany. In a two-stage process, three clusters were identified using hierarchical cluster analysis and the K-means method and then tested with a multinomial logistic regression analysis for differences in sociodemographic characteristics.
Results: Three clusters were identified which vary in their extent of social support and optimism. In distinguishing between those with higher and lower (medium or poor) mental resources, male gender, unemployment, being born abroad and low household income are risk factors for having fewer mental resources. Internal migrants from West Germany and persons with children at home have a higher chance of being in the type with good mental resources. The groups with medium and lower mental resources differ significantly only by variables living with a partner and employment.
Conclusion: Our results indicate that good mental resources are associated with good mental health. Special mental health care programs, focusing in particular on the needs of vulnerable groups with poor mental resources within a society, should be implemented.
Keywords: Cluster analyses; East Germany; Mental health; Mental resources; Optimism; Social support.
© 2023. BioMed Central Ltd., part of Springer Nature.
Conflict of interest statement
The authors declare no competing interests.
Similar articles
-
Mental health and life satisfaction in East and West Germany: Effects of generation and migration of citizens.Front Public Health. 2022 Nov 29;10:1000651. doi: 10.3389/fpubh.2022.1000651. eCollection 2022. Front Public Health. 2022. PMID: 36523589 Free PMC article.
-
[Associations of Internal Migration and Somatoform Symptoms, Depression, and Anxiety in a German Representative Sample].Psychother Psychosom Med Psychol. 2022 Dec;72(12):542-549. doi: 10.1055/a-1880-0347. Epub 2022 Oct 4. Psychother Psychosom Med Psychol. 2022. PMID: 36195101 German.
-
The association between unemployment and depression-Results from the population-based LIFE-adult-study.J Affect Disord. 2018 Aug 1;235:399-406. doi: 10.1016/j.jad.2018.04.073. Epub 2018 Apr 10. J Affect Disord. 2018. PMID: 29677604
-
[Mental burden, resilience and tendency towards absenteeism among healthcare personnel in Germany during the first wave of the COVID-19 pandemic in spring 2020 : An ad hoc survey].Nervenarzt. 2021 Jun;92(6):579-590. doi: 10.1007/s00115-021-01132-x. Epub 2021 May 19. Nervenarzt. 2021. PMID: 34009438 Free PMC article. Review. German.
-
The mental health module (BELLA study) within the German Health Interview and Examination Survey of Children and Adolescents (KiGGS): study design and methods.Eur Child Adolesc Psychiatry. 2008 Dec;17 Suppl 1:10-21. doi: 10.1007/s00787-008-1002-3. Eur Child Adolesc Psychiatry. 2008. PMID: 19132300 Review.
Cited by
-
Association of psychosocial state with subsequent risk of dementia: a prospective cohort study based on the UK Biobank.Alzheimers Res Ther. 2024 Oct 15;16(1):225. doi: 10.1186/s13195-024-01592-8. Alzheimers Res Ther. 2024. PMID: 39407224 Free PMC article.
References
-
- Lahelma E. Health and Social Stratification. In: Cockerham WC, editor. The New Blackwell companion to medical sociology. Malden, MA: Wiley-Blackwell; 2010. pp. 64–93.
-
- Lorant V, Deliège D, Eaton W, Robert A, Philippot P, Ansseau M. Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol. 2003;157(2):98–112. - PubMed
-
- Pearlin LI. The sociological study of stress. J Health Soc Behav. 1989;30(3):241. - PubMed
-
- Hurt CS, Burn DJ, Hindle J, Samuel M, Wilson K, Brown RG. Thinking positively about chronic illness: an exploration of optimism, illness perceptions and well-being in patients with Parkinson’s disease. Br J Health Psychol. 2014;19(2):363–379. - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical