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.
机构:
Univ Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Bockerman, Petri
Cawley, John
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Policy Anal & Management, Ithaca, NY USA
Cornell Univ, Dept Econ, Ithaca, NY 14853 USAUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Cawley, John
Viinikainen, Jutta
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Viinikainen, Jutta
Lehtimaki, Terho
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Lehtimaki, Terho
Rovio, Suvi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Rovio, Suvi
Seppala, Ilkka
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Seppala, Ilkka
Pehkonen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Pehkonen, Jaakko
Raitakari, Olli
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
机构:
Labour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
IZA, Bonn, GermanyLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Bockerman, Petri
Viinikainen, Jutta
论文数: 0引用数: 0
h-index: 0
机构:
Jyvaskyla Univ, Sch Business & Econ, Jyvaskyla, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Viinikainen, Jutta
Pulkki-Raback, Laura
论文数: 0引用数: 0
h-index: 0
机构:
Univ Helsinki, Helsinki Collegium Adv Studies, Helsinki, Finland
Univ Helsinki, Fac Med, Dept Psychol & Logoped, Helsinki, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pulkki-Raback, Laura
Hakulinen, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Helsinki, Fac Med, Dept Psychol & Logoped, Helsinki, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Hakulinen, Christian
Pitkanen, Niina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pitkanen, Niina
Lehtimaki, Terho
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Dept Clin Chem, Fimlab Labs, Fac Med & Life Sci, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Lehtimaki, Terho
Pehkonen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Jyvaskyla Univ, Sch Business & Econ, Jyvaskyla, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pehkonen, Jaakko
Raitakari, Olli T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
机构:
Stanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Domingue, Benjamin W.
Belsky, Daniel W.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Dept Med, 2020 W Main St, Durham, NC 27705 USA
Duke Univ, Populat Res Inst, 2020 W Main St, Durham, NC 27705 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Belsky, Daniel W.
论文数: 引用数:
h-index:
机构:
Harrati, Amal
Conley, Dalton
论文数: 0引用数: 0
h-index: 0
机构:
Princeton Univ, Off Populat Res, Dept Sociol, 153 Wallace Hall Princeton, Princeton, NJ 08544 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Conley, Dalton
Weir, David R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Populat Studies Ctr, Survey Res Ctr, 426 Thompson St, Ann Arbor, MI 48104 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Weir, David R.
Boardman, Jason D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Inst Behav Sci, Dept Sociol, 483 UCB, Boulder, CO 80309 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
机构:
Univ Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Bockerman, Petri
Cawley, John
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Policy Anal & Management, Ithaca, NY USA
Cornell Univ, Dept Econ, Ithaca, NY 14853 USAUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Cawley, John
Viinikainen, Jutta
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Viinikainen, Jutta
Lehtimaki, Terho
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Lehtimaki, Terho
Rovio, Suvi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Rovio, Suvi
Seppala, Ilkka
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Fimlab Labs, Dept Clin Chem, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Seppala, Ilkka
Pehkonen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
Pehkonen, Jaakko
Raitakari, Olli
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, FinlandUniv Jyvaskyla, Sch Business & Econ, Labour Inst Econ Res & IZA, Jyvaskyla, Finland
机构:
Labour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
IZA, Bonn, GermanyLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Bockerman, Petri
Viinikainen, Jutta
论文数: 0引用数: 0
h-index: 0
机构:
Jyvaskyla Univ, Sch Business & Econ, Jyvaskyla, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Viinikainen, Jutta
Pulkki-Raback, Laura
论文数: 0引用数: 0
h-index: 0
机构:
Univ Helsinki, Helsinki Collegium Adv Studies, Helsinki, Finland
Univ Helsinki, Fac Med, Dept Psychol & Logoped, Helsinki, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pulkki-Raback, Laura
Hakulinen, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Helsinki, Fac Med, Dept Psychol & Logoped, Helsinki, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Hakulinen, Christian
Pitkanen, Niina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pitkanen, Niina
Lehtimaki, Terho
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tampere, Dept Clin Chem, Fimlab Labs, Fac Med & Life Sci, Tampere, Finland
Univ Tampere, Finnish Cardiovasc Res Ctr Tampere, Fac Med & Life Sci, Tampere, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Lehtimaki, Terho
Pehkonen, Jaakko
论文数: 0引用数: 0
h-index: 0
机构:
Jyvaskyla Univ, Sch Business & Econ, Jyvaskyla, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
Pehkonen, Jaakko
Raitakari, Olli T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Res Ctr Appl & Prevent Cardiovasc Med, Turku, Finland
Turku Univ Hosp, Dept Clin Physiol & Nucl Med, Turku, FinlandLabour Inst Econ Res, Turku Sch Econ, Helsinki, Finland
机构:
Stanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Domingue, Benjamin W.
Belsky, Daniel W.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Dept Med, 2020 W Main St, Durham, NC 27705 USA
Duke Univ, Populat Res Inst, 2020 W Main St, Durham, NC 27705 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Belsky, Daniel W.
论文数: 引用数:
h-index:
机构:
Harrati, Amal
Conley, Dalton
论文数: 0引用数: 0
h-index: 0
机构:
Princeton Univ, Off Populat Res, Dept Sociol, 153 Wallace Hall Princeton, Princeton, NJ 08544 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Conley, Dalton
Weir, David R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Populat Studies Ctr, Survey Res Ctr, 426 Thompson St, Ann Arbor, MI 48104 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA
Weir, David R.
Boardman, Jason D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Inst Behav Sci, Dept Sociol, 483 UCB, Boulder, CO 80309 USAStanford Univ, Grad Sch Educ, 520 Galvez Mall, Stanford, CA 94305 USA