Do material, psychosocial and behavioural factors mediate the relationship between disability acquisition and mental health? A sequential causal mediation analysis
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.
机构:
McGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Douglas Res Ctr, Montreal, PQ, CanadaMcGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Su, Y. Y.
Li, M.
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机构:
McGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Douglas Res Ctr, Montreal, PQ, CanadaMcGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
机构:
McGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Douglas Res Ctr, Montreal, PQ, CanadaMcGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Caron, J.
O'Donnell, K.
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McGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Douglas Res Ctr, Montreal, PQ, Canada
Yale Univ, Yale Sch Med, Yale Child Study Ctr, New Haven, CT USA
Yale Univ, Yale Sch Med, Dept Obstet Gynecol & Reprod Sci, New Haven, CT USA
CIFAR, Child & Brain Dev Program, Toronto, ON, CanadaMcGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
O'Donnell, K.
Meng, X.
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McGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
Douglas Res Ctr, Montreal, PQ, CanadaMcGill Univ, Fac Med & Hlth Sci, Dept Psychiat, Montreal, PQ, Canada
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
722 West 168th St, New York, NY 10032 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Lu, Peiyi
Kezios, Katrina
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Kezios, Katrina
Yaffe, Kristine
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Univ Calif San Francisco, Dept Neurol Epidemiol & Biostat, San Francisco, CA USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Yaffe, Kristine
Kim, Soohyun
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Kim, Soohyun
Zhang, Adina
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Zhang, Adina
Milazzo, Floriana H.
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
Milazzo, Floriana H.
Al Hazzouri, Adina Zeki
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Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA