Do material, psychosocial and behavioural factors mediate the relationship between disability acquisition and mental health? A sequential causal mediation analysis

被引:29
|
作者
Aitken, Zoe [1 ]
Simpson, Julie Anne [2 ]
Gurrin, Lyle [2 ]
Bentley, Rebecca [1 ,2 ]
Kavanagh, Anne Marie [1 ]
机构
[1] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Ctr Hlth Equ, 207 Bouverie St, Carlton, Vic 3010, Australia
[2] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Ctr Epidemiol & Biostat, Carlton, Vic 3010, Australia
基金
澳大利亚研究理事会; 英国医学研究理事会;
关键词
disability; mental health; health inequalities; social epidemiology; causal mediation analysis; SOCIOECONOMIC INEQUALITIES; FUNCTIONAL DISABILITY; DEPRESSIVE SYMPTOMS; INCOME INEQUALITY; SOCIAL SUPPORT; SF-36; POPULATION; MORTALITY; VALIDITY; ONSET;
D O I
10.1093/ije/dyx277
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: There is evidence of a causal relationship between disability acquisition and poor mental health; however, the mechanism by which disability affects mental health is poorly understood. This gap in understanding limits the development of effective interventions to improve the mental health of people with disabilities. Methods: We used four waves of data from the Household, Income and Labour Dynamics in Australia Survey (2011-14) to compare self-reported mental health between individuals who acquired any disability (n = 387) and those who remained disability-free (n = 7936). We tested three possible pathways from disability acquisition to mental health, examining the effect of material, psychosocial and behavioural mediators. The effect was partitioned into natural direct and indirect effects through the mediators using a sequential causal mediation analysis approach. Multiple imputation using chained equations was used to assess the impact of missing data. Results: Disability acquisition was estimated to cause a five-point decline in mental health [ estimated mean difference: -5.3, 95% confidence interval (CI) -6.8, -3.7]. The indirect effect through material factors was estimated to be a 1.7-point difference (-1.7, 95% CI -2.8, -0.6), explaining 32% of the total effect, with a negligible proportion of the effect explained by the addition of psychosocial characteristics (material and psychosocial: -1.7, 95% CI -3.0, -0.5) and a further 5% by behavioural factors (material-psychosocial-behavioural: -2.0, 95% CI -3.4, -0.6). Conclusions: The finding that the effect of disability acquisition on mental health operates predominantly through material rather than psychosocial and behavioural factors has important implications. The results highlight the need for better social protection, including income support, employment and education opportunities, and affordable housing for people who acquire a disability.
引用
收藏
页码:829 / 840
页数:12
相关论文
共 47 条
  • [1] A causal mediation analysis of the effect of disability on mental health mediated by employment
    Aitken, Zoe
    Simpson, Julie
    Bentley, Rebecca
    Kavanagh, Anne
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2021, 50 : 11 - 11
  • [2] To what extent is the association between disability and mental health in adolescents mediated by bullying? A causal mediation analysis
    King, Tania
    Aitken, Zoe
    Milner, Allison
    Emerson, Eric
    Priest, Naomi
    Karahalios, Amalia
    Kavanagh, Anne
    Blakely, Tony
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2018, 47 (05) : 1402 - 1413
  • [3] The relationship between physical and mental health: A mediation analysis
    Ohrnberger, Julius
    Fichera, Eleonora
    Sutton, Matt
    [J]. SOCIAL SCIENCE & MEDICINE, 2017, 195 : 42 - 49
  • [4] To what extent do social support and mastery mediate the association between childhood maltreatment and depression? A sequential causal mediation analysis
    Su, Y. Y.
    Li, M.
    D'Arcy, C.
    Caron, J.
    O'Donnell, K.
    Meng, X.
    [J]. EPIDEMIOLOGY AND PSYCHIATRIC SCIENCES, 2022, 31
  • [5] Depressive symptoms mediate the relationship between sustained food insecurity and cognition: a causal mediation analysis
    Lu, Peiyi
    Kezios, Katrina
    Yaffe, Kristine
    Kim, Soohyun
    Zhang, Adina
    Milazzo, Floriana H.
    Al Hazzouri, Adina Zeki
    [J]. ANNALS OF EPIDEMIOLOGY, 2023, 81 : 6 - 13.e1
  • [6] Do employment factors reduce the effect of low education on mental health? A causal mediation analysis using a national panel study
    Milner, Allison
    Blakely, Tony
    Disney, George
    Kavanagh, Anne M.
    LaMontagne, Anthony D.
    Aitken, Zoe
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2018, 47 (05) : 1423 - 1431
  • [7] The relationship between immigration and mental health: what is the role of workplace psychosocial factors
    Font, Ariadna
    Moncada, Salvador
    Benavides, Fernando G.
    [J]. INTERNATIONAL ARCHIVES OF OCCUPATIONAL AND ENVIRONMENTAL HEALTH, 2012, 85 (07) : 801 - 806
  • [8] The relationship between immigration and mental health: what is the role of workplace psychosocial factors
    Ariadna Font
    Salvador Moncada
    Fernando G. Benavides
    [J]. International Archives of Occupational and Environmental Health, 2012, 85 : 801 - 806
  • [9] Do coping styles mediate the relationship between disability status and psychosocial loss in people with relapsing remitting multiple sclerosis?
    Gedik, Zumrut
    Sorias, Oya
    Idiman, Egemen
    [J]. JOURNAL OF HEALTH PSYCHOLOGY, 2017, 22 (06) : 707 - 721
  • [10] To what extent is the association between disability and mental health in adolescents mediated by bullying? A causal mediation analysis (vol 47, pg 1402, 2018)
    King, Tania
    Aitken, Zoe
    Milner, Allison
    Emerson, Eric
    Priest, Naomi
    Karahalios, Amalia
    Kavanagh, Anne
    Blakely, Tony
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2019, 48 (03) : 1025 - 1025