Urbanization and Health Expenditure: An Empirical Investigation from Households in Vietnam

被引:4
作者
Nguyen-Phung, Hang Thu [1 ,2 ]
Le, Hai [3 ]
机构
[1] Asian Growth Res Inst, Res Div, Fukuoka 8030814, Japan
[2] Hanoi Univ, Fac Informat Technol, Hanoi 100000, Vietnam
[3] FPT Univ, Dept Business, Swinburne Vietnam, Hanoi 700000, Vietnam
基金
日本学术振兴会;
关键词
urbanization; health expenditure; health insurance; instrumental variable; ICT; VHLSS; D10; I10; I15; I31; O10; O18; FINANCIAL PROTECTION; SEEKING BEHAVIOR; INSURANCE; INCOME; CHINA; DETERMINANTS; TRANSITION; IMPACT; RISK;
D O I
10.3390/economies12060153
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study examines the effects of urbanization on household health expenditure. Using a unique bi-annually household-level dataset from 2012-2016 from Vietnam, we obtain key findings as follows. To mitigate possible endogeneity concerns, we utilize a two-stage least squares regression (2SLS) approach, employing the development of information and communication (ICT) infrastructure at the province level as an instrumental variable (IV). The key findings can be summarized as follows. First, urbanization significantly reduces Vietnamese households' inpatient and outpatient health expenses. Second, the self-treatment expenses of households increase as the process of urbanization advances. In addition, we perform various robustness checks, encompassing different measures of urbanization, the use of lag of urbanization as an additional IV, and the plausible exogenous IV. The outcomes derived from these rigorous sensitivity analyses substantiate the reliability and consistency of our key results. Finally, we propose different ways to explain these results, including health insurance expenses and household income.
引用
收藏
页数:17
相关论文
共 44 条
[1]   The Effects of Health Insurance on Health-Seeking Behaviour: Evidence from the Kingdom of Saudi Arabia [J].
Al-Hanawi, Mohammed Khaled ;
Mwale, Martin Limbikani ;
Kamninga, Tony Mwenda .
RISK MANAGEMENT AND HEALTHCARE POLICY, 2020, 13 :595-607
[2]   The Effect of Health Insurance Coverage on the Use of Medical Services [J].
Anderson, Michael ;
Dobkin, Carlos ;
Gross, Tal .
AMERICAN ECONOMIC JOURNAL-ECONOMIC POLICY, 2012, 4 (01) :1-27
[3]   Multilevel examination of diabetes in modernising China: what elements of urbanisation are most associated with diabetes? [J].
Attard, S. M. ;
Herring, A. H. ;
Mayer-Davis, E. J. ;
Popkin, B. M. ;
Meigs, J. B. ;
Gordon-Larsen, P. .
DIABETOLOGIA, 2012, 55 (12) :3182-3192
[4]  
CETIN M A., 2019, Dumlupinar Universitesi Sosyal Bilimler Dergisi, V61, P208
[5]   Urbanization and Income Inequality in Post-Reform China: A Causal Analysis Based on Time Series Data [J].
Chen, Guo ;
Glasmeier, Amy K. ;
Zhang, Min ;
Shao, Yang .
PLOS ONE, 2016, 11 (07)
[6]   Practical considerations for questionable IVs [J].
Clarke, Damian ;
Matta, Benjamin .
STATA JOURNAL, 2018, 18 (03) :663-691
[7]   PLAUSIBLY EXOGENOUS [J].
Conley, Timothy G. ;
Hansen, Christian B. ;
Rossi, Peter E. .
REVIEW OF ECONOMICS AND STATISTICS, 2012, 94 (01) :260-272
[8]   The Global Cardiovascular Risk Transition Associations of Four Metabolic Risk Factors with National Income, Urbanization, and Western Diet in 1980 and 2008 [J].
Danaei, Goodarz ;
Singh, Gitanjali M. ;
Paciorek, Christopher J. ;
Lin, John K. ;
Cowan, Melanie J. ;
Finucane, Mariel M. ;
Farzadfar, Farshad ;
Stevens, Gretchen A. ;
Riley, Leanne M. ;
Lu, Yuan ;
Rao, Mayuree ;
Ezzati, Majid ;
Aamodt, Geir ;
Abdeen, Ziad ;
Abdella, Nabila A. ;
Rahim, Hanan F. Abdul ;
Addo, Juliet ;
Aekplakorn, Wichai ;
Afifi, Mustafa M. ;
Agabiti-Rosei, Enrico ;
Salinas, Carlos A. Aguilar ;
Agyemang, Charles ;
Ali, Mohamed M. ;
Al-Nsour, Mohannad ;
Al-Nuaim, Abdul R. ;
Ambady, Ramachandran ;
Aro, Pertti ;
Azizi, Fereidoun ;
Barbagallo, Carlo M. ;
Barbieri, Marco Antonio M. ;
Barcelo, Alberto ;
Barreto, Sandhi M. ;
Barros, Henrique ;
Bautista, Leonelo E. ;
Benetos, Athanase ;
Bjerregaard, Peter ;
Bjoerkelund, Cecilia ;
Bo, Simona ;
Bobak, Martin ;
Bonora, Enzo ;
Bontha, Babu V. ;
Botana, Manuel A. ;
Bovet, Pascal ;
Breckenkamp, Juergen ;
Breteler, Monique M. ;
Broda, Grazyna ;
Brown, Ian J. ;
Bursztyn, Michael ;
de Leon, Antonio Cabrera ;
Campos, Hannia .
CIRCULATION, 2013, 127 (14) :1493-+
[9]   Do the more educated utilize more health care services? Evidence from Vietnam using a regression discontinuity design [J].
Dang, Thang .
INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT, 2018, 18 (03) :277-299
[10]  
Duc Thanh Nguyen, 2021, Health Serv Insights, V14, p11786329211017411, DOI 10.1177/11786329211017411