The impact of education on dental health - Ways to measure causal effects

被引:10
作者
Grytten, Jostein [1 ]
机构
[1] Univ Oslo, Dept Community Dent, Oslo, Norway
关键词
causal estimates; dental health; education; instrumental variables; regression discontinuity; twin studies; LOW-BIRTH-WEIGHT; BODY-MASS INDEX; COMPULSORY SCHOOLING LAWS; SOCIOECONOMIC-STATUS; INSTRUMENTAL VARIABLES; INCOME INEQUALITY; ADULT MORTALITY; ORAL-HEALTH; POOR HEALTH; POPULATION HEALTH;
D O I
10.1111/cdoe.12319
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
To our knowledge, there are no studies in which a possible causal effect of education on dental health has been examined. Such studies are needed to predict whether more schooling for people with poor dental health improves their dental health. Within social science, and in economics in particular, several methods have been developed to make causal inferences of the relationship between education and general health. These methods, which are based on observational data, are relevant to use for estimating a possible causal effect of education on dental health. This commentary provides an overview of the state of the art of the following methods: the use of instrumental variables, twin studies and a regression discontinuity design. Using these methods, reversed causality and the omission of a third variable that influences both education and dental health can be controlled for. In that way, an unbiased estimate of the effect of education on dental health can be obtained. To implement each of the methods correctly, several criteria have to be fulfilled. These criteria are outlined and discussed below.
引用
收藏
页码:485 / 495
页数:11
相关论文
共 144 条
[1]   Socioeconomic status and health: What we know and what we don't [J].
Adler, NE ;
Ostrove, JM .
SOCIOECONOMIC STATUS AND HEALTH IN INDUSTRIAL NATIONS: SOCIAL, PSYCHOLOGICAL, AND BIOLOGICAL PATHWAYS, 1999, 896 :3-15
[2]   Does compulsory education lower mortality? [J].
Albouy, Valerie ;
Lequien, Laurent .
JOURNAL OF HEALTH ECONOMICS, 2009, 28 (01) :155-168
[3]   Neurobehavioral outcomes of school-age children born extremely low birth weight or very preterm in the 1990s [J].
Anderson, P ;
Doyle, LW .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2003, 289 (24) :3264-3272
[4]  
Andreas M, 2002, BRIT MED J, V324, P1
[5]  
Angrist JD, 1996, J AM STAT ASSOC, V91, P444, DOI 10.2307/2291629
[6]  
Angrist JD., 2009, MOSTLY HARMLESS ECON, DOI DOI 10.1515/9781400829828
[7]  
Angrist JD, 2009, MOSTLY HARMLESS ECONOMETRICS: AN EMPIRICISTS COMPANION, P251
[8]  
Angrist JD, 2009, MOSTLY HARMLESS ECONOMETRICS: AN EMPIRICISTS COMPANION, P113
[9]   The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics [J].
Angrist, Joshua D. ;
Pischke, Joern-Steffen .
JOURNAL OF ECONOMIC PERSPECTIVES, 2010, 24 (02) :3-30
[10]  
[Anonymous], 2006, ED GLANC 2006