Life-course and cohort trajectories of mental health in the UK, 1991-2008-A multilevel age-period-cohort analysis

被引:89
作者
Bell, Andrew [1 ,2 ]
机构
[1] Univ Bristol, Sch Geog Sci, Bristol BS8 1SS, Avon, England
[2] Univ Bristol, Ctr Multilevel Modelling, Bristol BS8 1SS, Avon, England
基金
英国经济与社会研究理事会;
关键词
General Health Questionnaire (GHQ); Mental health; Age-period-cohort models; Life-course analysis; British Household Panel Survey; Multilevel models; UK; CONTEXTUAL RISK-FACTORS; GREAT-BRITAIN; FUTILE QUEST; DISORDERS; PREVALENCE; DEPRESSION; MODELS; SHAPE; INEQUALITIES; DISPARITIES;
D O I
10.1016/j.socscimed.2014.09.008
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
There is ongoing debate regarding the shape of life-course trajectories in mental health. Many argue the relationship is U-shaped, with mental health declining with age to mid-life, then improving. However, I argue that these models are beset by the age period cohort (APC) identification problem, whereby age, cohort and year of measurement are exactly collinear and their effects cannot be meaningfully separated. This means an apparent life-course effect could be explained by cohorts. This paper critiques two sets of literature: the substantive literature regarding life-course trajectories in mental health, and the methodological literature that claims erroneously to have 'solved' the APC identification problem statistically (e.g. using Yang and Land's Hierarchical APC-HAPC-model). I then use a variant of the HAPC model, making strong but justified assumptions that allow the modelling of life-course trajectories in mental health (measured by the General Health Questionnaire) net of any cohort effects, using data from the British Household Panel Survey, 1991-2008. The model additionally employs a complex multilevel structure that allows the relative importance of spatial (households, local authority districts) and temporal (periods, cohorts) levels to be assessed. Mental health is found to increase throughout the lifecourse; this slows at mid-life before worsening again into old age, but there is no evidence of a U-shape I argue that such findings result from confounding with cohort processes (whereby more recent cohorts have generally worse mental health). Other covariates were also evaluated; income, smoking, education, social class, urbanity, ethnicity, gender and marriage were all related to mental health, with the latter two in particular affecting life-course and cohort trajectories. The paper shows the importance of understanding AFC in life-course research generally, and mental health research in particular. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:21 / 30
页数:10
相关论文
共 69 条
[21]   Income, health, and well-being around the world: Evidence from the Gallup World Poll [J].
Deaton, Angus .
JOURNAL OF ECONOMIC PERSPECTIVES, 2008, 22 (02) :53-72
[22]  
Department of Health, 2012, PUBL HLTH LOC GOV NE
[23]   Cohort Analysis' Unholy Quest: A Discussion [J].
Fienberg, Stephen E. .
DEMOGRAPHY, 2013, 50 (06) :1981-1984
[24]   Midlife Crisis: A Debate [J].
Freund, Alexandra M. ;
Ritter, Johannes O. .
GERONTOLOGY, 2009, 55 (05) :582-591
[25]   The mystery of the U-shaped relationship between happiness and age [J].
Frijters, Paul ;
Beatton, Tony .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2012, 82 (2-3) :525-542
[26]   Social inequalities and the common mental disorders - A systematic review of the evidence [J].
Fryers, T ;
Melzer, D ;
Jenkins, R .
SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY, 2003, 38 (05) :229-237
[27]  
Glenn N.D., 1977, COHORT ANAL
[28]   COHORT ANALYSTS FUTILE QUEST - STATISTICAL ATTEMPTS TO SEPARATE AGE, PERIOD AND COHORT EFFECTS [J].
GLENN, ND .
AMERICAN SOCIOLOGICAL REVIEW, 1976, 41 (05) :900-904
[29]   Is the apparent U-shape of well-being over the life course a result of inappropriate use of control variables? A commentary on Blanchflower and Oswald (66:8,2008,1733-1749) [J].
Glenn, Norval .
SOCIAL SCIENCE & MEDICINE, 2009, 69 (04) :481-485
[30]  
Goldberg D.P., 1988, A user's guide to the General Health Questionnaire