The impact of diabetes on employment:: genetic IVs in a bivariate probit

被引:64
作者
Brown, HS
Pagán, JA
Bastida, E
机构
[1] Univ Penn, Robert Wood Johnson Hlth & Soc Scholars Program, Philadelphia, PA 19104 USA
[2] Univ Texas Pan Amer, Dept Econ & Finance, Edinburg, TX 78539 USA
[3] Univ Texas Pan Amer, Dept Sociol, Edinburg, TX 78539 USA
[4] Univ Texas Pan Amer, Ctr Aging & Hlth, Edinburg, TX 78539 USA
关键词
diabetes; IV; econometrics;
D O I
10.1002/hec.942
中图分类号
F [经济];
学科分类号
02 ;
摘要
Diabetes has been shown to have a detrimental impact on employment and labor market productivity, which results in lost work days and higher mortality/disability. This study utilizes data from the Border Epidemiologic Study on Aging to analyze the endogeneity of diabetes in an employment model. We use family history of diabetes as genetic instrumental variables. We show that assuming that diabetes is an exogenous variable results in an overestimate (underestimate) of the negative impact of diabetes on female (male) employment. Our results are particularly relevant in the case of populations where genetic predisposition has an important role in the etiology of diabetes. Copyright (c) 2004 John Wiley & Sons, Ltd.
引用
收藏
页码:537 / 544
页数:8
相关论文
共 23 条
[1]  
*AM DIAB ASS, 1997, DIABETES CARE, V24, P296
[2]   The impact of diabetes on adult employment and earnings of Mexican Americans:: Findings from a community based study [J].
Bastida, E ;
Pagán, JA .
HEALTH ECONOMICS, 2002, 11 (05) :403-413
[3]  
BASTIDA E, 2004, WORKER DISPLACEMENT, P65
[4]   PROBLEMS WITH INSTRUMENTAL VARIABLES ESTIMATION WHEN THE CORRELATION BETWEEN THE INSTRUMENTS AND THE ENDOGENOUS EXPLANATORY VARIABLE IS WEAK [J].
BOUND, J ;
JAEGER, DA ;
BAKER, RM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (430) :443-450
[5]  
BROWN CJ, 2004, WORKER DISPLACEMENT, P6
[6]   Non-insulin-dependent diabetes mellitus in minorities in the United States [J].
Carter, JS ;
Pugh, JA ;
Monterrosa, A .
ANNALS OF INTERNAL MEDICINE, 1996, 125 (03) :221-232
[7]  
Diabet Control Complications Trial Res Grp, 1997, DIABETES, V46, P1829
[8]   Further evidence for a type 2 diabetes susceptibility locus on chromosome 11q [J].
Duggirala, R ;
Almasy, L ;
Blangero, J ;
Jenkinson, CP ;
Arya, R ;
DeFronzo, RA ;
Stern, MP ;
O'Connell, P .
GENETIC EPIDEMIOLOGY, 2003, 24 (03) :240-242
[9]   Gender economics courses in liberal arts colleges: Further results [J].
Greene, WH .
JOURNAL OF ECONOMIC EDUCATION, 1998, 29 (04) :291-+
[10]  
Greene WilliamH., 2003, Economic Analysis