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Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study

Previous studies have analyzed the impact of diabetes mellitus on labor market participation by men and women, but gender difference between type 2 diabetes mellitus (T2DM) and employment has not been the focus. This study aims to explore gender differences between T2DM and employment status. Data f...

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Detalles Bibliográficos
Autores principales: Kim, Jeung-Hee, Lee, Weon-Young, Lim, Song Soo, Kim, Young Taek, Hong, Yeon-Pyo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579632/
https://www.ncbi.nlm.nih.gov/pubmed/32993053
http://dx.doi.org/10.3390/ijerph17197040
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author Kim, Jeung-Hee
Lee, Weon-Young
Lim, Song Soo
Kim, Young Taek
Hong, Yeon-Pyo
author_facet Kim, Jeung-Hee
Lee, Weon-Young
Lim, Song Soo
Kim, Young Taek
Hong, Yeon-Pyo
author_sort Kim, Jeung-Hee
collection PubMed
description Previous studies have analyzed the impact of diabetes mellitus on labor market participation by men and women, but gender difference between type 2 diabetes mellitus (T2DM) and employment has not been the focus. This study aims to explore gender differences between T2DM and employment status. Data from the Korea Health Panel Study, 2013–2015 were analyzed by distinguishingT2DM and non-diabetes (N = 11,216). The empirical model was established and the generalized two-stage least squares (2SLS) was estimated, controlling for endogeneity. A family history of diabetes, as an instrumental variable, was related to an individual’s genetic predisposition to develop diabetes. The estimated results for the 2SLS showed the interaction effects between T2DM and employment. T2DM had a statistically significant and negative effect on employment for women only. The comparison with non-diabetes showed that women with T2DM had a lower probability of employment by 51.9% (p < 0.05). Exposing gender bias in employment suggests that healthcare policies and disease management programs for diabetic patients should adopt gender-specific remedies.
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spelling pubmed-75796322020-10-29 Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study Kim, Jeung-Hee Lee, Weon-Young Lim, Song Soo Kim, Young Taek Hong, Yeon-Pyo Int J Environ Res Public Health Article Previous studies have analyzed the impact of diabetes mellitus on labor market participation by men and women, but gender difference between type 2 diabetes mellitus (T2DM) and employment has not been the focus. This study aims to explore gender differences between T2DM and employment status. Data from the Korea Health Panel Study, 2013–2015 were analyzed by distinguishingT2DM and non-diabetes (N = 11,216). The empirical model was established and the generalized two-stage least squares (2SLS) was estimated, controlling for endogeneity. A family history of diabetes, as an instrumental variable, was related to an individual’s genetic predisposition to develop diabetes. The estimated results for the 2SLS showed the interaction effects between T2DM and employment. T2DM had a statistically significant and negative effect on employment for women only. The comparison with non-diabetes showed that women with T2DM had a lower probability of employment by 51.9% (p < 0.05). Exposing gender bias in employment suggests that healthcare policies and disease management programs for diabetic patients should adopt gender-specific remedies. MDPI 2020-09-26 2020-10 /pmc/articles/PMC7579632/ /pubmed/32993053 http://dx.doi.org/10.3390/ijerph17197040 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Jeung-Hee
Lee, Weon-Young
Lim, Song Soo
Kim, Young Taek
Hong, Yeon-Pyo
Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title_full Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title_fullStr Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title_full_unstemmed Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title_short Gender Differences in the Relationship between Type 2 Diabetes Mellitus and Employment: Evidence from the Korea Health Panel Study
title_sort gender differences in the relationship between type 2 diabetes mellitus and employment: evidence from the korea health panel study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579632/
https://www.ncbi.nlm.nih.gov/pubmed/32993053
http://dx.doi.org/10.3390/ijerph17197040
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