Educational attainment and allostatic load in later life: Evidence using genetic markers

被引:23
作者
Ding, Xuejie [1 ,2 ]
Barban, Nicola [3 ]
Mills, Melinda C. [1 ,2 ,4 ]
机构
[1] Univ Oxford, Dept Sociol, Oxford, England
[2] Univ Oxford Nuffield Coll, Oxford, England
[3] Univ Essex, ISER, Colchester, Essex, England
[4] Univ Oxford, Leverhulme Ctr Demog Sci, Oxford, England
基金
欧洲研究理事会;
关键词
Allostatic load; Polygenic risk score; Instrumental variable; Years of education; Mendelian randomization; MENDELIAN RANDOMIZATION; HEALTH; DIFFERENTIALS; ASSOCIATION; MECHANISMS; HISTORY; ADULTS;
D O I
10.1016/j.ypmed.2019.105866
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Education is strongly correlated with health outcomes in older adulthood. Whether the impact of education expansion improves health remains unclear due to a lack of clarity over the causal relationship. Previous health research within the social sciences has tended to use specific activities of daily living or self-reported health status. This study uses a broader and objective health measure - allostatic load (AL) - to take into consideration the exposures that accumulate throughout the life course. This paper applies a Mendelian Randomization (MR) approach to identify causality in relation to education on health as measured by AL. Using the Health and Retirement Study 2008 (N = 3935), we adopt a polygenic score built from genetic variants associated with years of education. To test whether our analyses violate the exclusion assumption, we further run MR Egger regressions to test for bias from pleiotropy. We also explore the potential pathways between education and AL, including smoking, drinking, marital length, health insurance, etc. Using this genetic instrument, we find a 0.3 unit (19% of a standard deviation) reduction in AL per year of schooling. The effect is mainly driven by BMI and Hba1c. Smoking and marital stability are two potential pathways that also causally influenced by education. If our main and sensitivity analyses are valid, the results find support that a higher level of education is causally related to better health in older adulthood.
引用
收藏
页数:7
相关论文
共 34 条
  • [1] The effect of weight on labor market outcomes: An application of genetic instrumental variables
    Bockerman, Petri
    Cawley, John
    Viinikainen, Jutta
    Lehtimaki, Terho
    Rovio, Suvi
    Seppala, Ilkka
    Pehkonen, Jaakko
    Raitakari, Olli
    [J]. HEALTH ECONOMICS, 2019, 28 (01) : 65 - 77
  • [2] Does higher education protect against obesity? Evidence using Mendelian randomization
    Bockerman, Petri
    Viinikainen, Jutta
    Pulkki-Raback, Laura
    Hakulinen, Christian
    Pitkanen, Niina
    Lehtimaki, Terho
    Pehkonen, Jaakko
    Raitakari, Olli T.
    [J]. PREVENTIVE MEDICINE, 2017, 101 : 195 - 198
  • [3] Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator
    Bowden, Jack
    Smith, George Davey
    Haycock, Philip C.
    Burgess, Stephen
    [J]. GENETIC EPIDEMIOLOGY, 2016, 40 (04) : 304 - 314
  • [4] The Importance of Spousal Education for the Self-Rated Health of Married Adults in the United States
    Brown, Dustin C.
    Hummer, Robert A.
    Hayward, Mark D.
    [J]. POPULATION RESEARCH AND POLICY REVIEW, 2014, 33 (01) : 127 - 151
  • [5] The Causal Effect of Education on Body Mass: Evidence from Europe
    Brunello, Giorgio
    Fabbri, Daniele
    Fort, Margherita
    [J]. JOURNAL OF LABOR ECONOMICS, 2013, 31 (01) : 195 - 223
  • [6] Cutler David M., 2008, ED HLTH EVALUATING T, P29, DOI [DOI 10.3386/W12352, 10.3386/W12352]
  • [7] The relationship between cognitive decline and a genetic predictor of educational attainment
    Ding, Xuejie
    Barban, Nicola
    Tropf, Felix C.
    Mills, Melinda C.
    [J]. SOCIAL SCIENCE & MEDICINE, 2019, 239
  • [8] Health of midlife and older adults in China: the role of regional economic development, inequality, and institutional setting
    Ding, Xuejie
    Billari, Francesco C.
    Gietel-Basten, Stuart
    [J]. INTERNATIONAL JOURNAL OF PUBLIC HEALTH, 2017, 62 (08) : 857 - 867
  • [9] Mortality selection in a genetic sample and implications for association studies
    Domingue, Benjamin W.
    Belsky, Daniel W.
    Harrati, Amal
    Conley, Dalton
    Weir, David R.
    Boardman, Jason D.
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2017, 46 (04) : 1285 - 1294
  • [10] Estimating the relation between health and education: What do we know and what do we need to know?
    Eide, Eric R.
    Showalter, Mark H.
    [J]. ECONOMICS OF EDUCATION REVIEW, 2011, 30 (05) : 778 - 791