International Journal for Equity in Health | |
Income-related health inequalities across regions in Korea | |
Byung Chul Ahn1  Eunju Hong2  | |
[1] School of Economics and Finance, Yeungnam University 280 Daehak-ro Kyungsan-si, Kyungbuk 712-749 Korea;Department of Senior Industry Management, Hanyang Cyber University Haengdang 1 Dong, Seongdong Gu, Seoul 133-791, Korea | |
关键词: Concentration Index; Self-Rated Health; Convergence; Health Inequality; Gini Coefficient; Bootstrapping; | |
Others : 829625 DOI : 10.1186/1475-9276-10-41 |
|
received in 2011-04-25, accepted in 2011-10-03, 发布年份 2011 | |
【 摘 要 】
Introduction
In addition to economic inequalities, there has been growing concern over socioeconomic inequalities in health across income levels and/or regions. This study measures income-related health inequalities within and between regions and assesses the possibility of convergence of socioeconomic inequalities in health as regional incomes converge.
Methods
We considered a total of 45,233 subjects (≥ 19 years) drawn from the four waves of the Korean National Health and Nutrition Examination Survey (KNHANES). We considered true health as a latent variable following a lognormal distribution. We obtained ill-health scores by matching self-rated health (SRH) to its distribution and used the Gini Coefficient (GC) and an income-related ill-health Concentration Index (CI) to examine inequalities in income and health, respectively.
Results
The GC estimates were 0.3763 and 0.0657 for overall and spatial inequalities, respectively. The overall CI was -0.1309, and the spatial CI was -0.0473. The spatial GC and CI estimates were smaller than their counterparts, indicating substantial inequalities in income (from 0.3199 in Daejeon to 0.4233 Chungnam) and income-related health inequalities (from -0.1596 in Jeju and -0.0844 in Ulsan) within regions.
The results indicate a positive relationship between the GC and the average ill-health and a negative relationship between the CI and the average ill-health. Those regions with a low level of health tended to show an unequal distribution of income and health. In addition, there was a negative relationship between the GC and the CI, that is, the larger the income inequalities, the larger the health inequalities were. The GC was negatively related to the average regional income, indicating that an increase in a region's average income reduced income inequalities in the region. On the other hand, the CI showed a positive relationship, indicating that an increase in a region's average income reduced health inequalities in the region.
Conclusion
The results suggest that reducing health inequalities across regions require a more equitable distribution of income and a higher level of average income and that the higher the region's average income, the smaller its health inequalities are.
【 授权许可】
2011 Hong and Ahn; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20140714074050736.pdf | 619KB | download | |
Figure 6. | 22KB | Image | download |
Figure 5. | 12KB | Image | download |
Figure 4. | 21KB | Image | download |
Figure 3. | 19KB | Image | download |
Figure 2. | 24KB | Image | download |
Figure 1. | 16KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
【 参考文献 】
- [1]Statistics Korea [http://kostat.go.kr] webcite
- [2]Kang Y: Socioeconomic inequality in mortality from Korean Labor & Income Panel Study (1998-2002). [http:/ / www.kli.re.kr/ _FILE/ REPORTPANELBOARD/ 4503e37c2ad75dd457860091b4097f3d.pd f] webcite 2004. (in Korean)
- [3]Park I, Lee D: Regional comparisons in medical service usages from national health insurance data: focusing cancer patients. [http://www.nhic.or.kr/cms/board/Download.jsp?fileId=56927&communityKey=B0069] webciteSeoul: Health Insurance Policy Research Institute; 2010.
- [4]National Health Insurance Corporation: National Health Insurance Statistical Yearbook for 2009. Seoul: NHIC; 2010.
- [5]Park I: [http://www.nhic.or.kr/cms/board/Download.jsp?fileId=46232&communityKey=B0070] webciteRegional comparisons in medical service usages between 2006-2008. Seoul: Health Insurance Policy Research Institute; 2009.
- [6]Kakwani N, Wagstaff A, van Doorslaer E: Socioeconomic inequalities in health: measurement, computation, and statistical inference. Journal of Econometrics 1997, 77(1):87-103.
- [7]van Doorslaer E, Wagstaff A, Bleichrodt H, Calonge S, Gerdtham U, Gerfin M, Geurts J, Gross L, Hakkinen U, Leu R, O'Donnell O, Propper C, Puffer F, Rodriguez M, Sundberg G, Winkelhake O: Income-related inequalities in health: some international comparisons. Journal of Health Economics 1997, 16:93-112.
- [8]Doran T, Drever F, Whitehead M: Is There a North-South Divide in Social Class Inequalities in Health in Great Britain? Cross sectional study using data from the 2001 census. British Medical Journal 2004, 328:1043-1045.
- [9]Lahiri K, Pulungan Z: Between and Within-Groups Health Inequality in the U.S. Population. Discussion papers, Department of Economics, State University of New York at Albany 2006.
- [10]Yu M, Sarri R: Women's health status and gender inequality in China. Social Science & Medicine 1997, 45(12):1885-1898.
- [11]Liu Y, Hsiao W, Eggleston K: Equity in health and health care: the Chinese experience. Social Science & Medicine 1999, 49(10):1349-1356.
- [12]Gao J, Tang S, Tolhurst R, Rao K: Changing access to health services in urban China: implications for equity. Health Policy and Planning 2001, 16(3):302-312.
- [13]Wu J, Liu Y, Rao K, Sun Q, Qian J, Li Z: Education-Related Gender Differences in Health in Rural China. American Journal of Public Health 2004, 94(10):1713-1716.
- [14]Zhang X, Kanbur R: Spatial Inequality in Education and Health Care in China. China Economic Review 2005, 16:189-204.
- [15]Ahn B, Engelhardt K, Joung H: Income related health inequalities in Korea. Asia-Pacific Journal of Public Health 2010, 22(1):32-41.
- [16]Ourti T, van Doorslaer E, Koolman X: The effect of income growth and inequality on health inequality: Theory and empirical evidence from the European Panel. Journal of Health Economics 2009, 28(3):525-539.
- [17]Gerdtham U, Johannesson M, Lundberg L, Isacson D: A note on validating Wagstaff and van Doorslaer's health measure in the analysis of inequalities in health. Journal of Health Economics 1999, 18(1):117-124.
- [18]Fleurbaey M, Schokkaert E: Unfair inequalities in health and health care. Journal of Health Economics 2009, 28(1):73-90.
- [19]Erreygers G, Ourti T: Measuring socioeconomic inequality in health, health care and health financing by means of rank-dependent indices: A recipe for good practice. Journal of Health Economics 2011.
- [20]KNHANES [http://knhanes.cdc.go.kr] webcite
- [21]Karagiannis E, Kovacevic M: A method to calculate the jackknife variance estimator for the Gini coefficient. Oxford Bulletin of Economics and Statistics 2000, 62(1):119-122.
- [22]Ogwang T: A convenient method of computing the Gini index and its standard error. Oxford Bulletin of Economics and Statistics 2000, 62(1):123-129.
- [23]Ogwang T: Calculating a standard error for the Gini coefficient: Some further results: Reply. Oxford Bulletin of Economics and Statistics 2004, 66(3):435-437.
- [24]Giles D: Calculating a standard error for the Gini coefficient: Some further results. Oxford Bulletin of Economics and Statistics 2004, 66(3):425-433.
- [25]Fang P, Donga S, Xiao J, Liud C, Feng X, Wang Y: Regional inequality in health and its determinants: Evidence from China. Health Policy 2010, 94(1):14-25.
- [26]Kim J, Kang S, Lee K: Time series analysis of income redistribution by within groups and between groups. Korean Journal of Public Finance 2009, 60:41-77. (in Korean)
- [27]Park S, Yu B: Inter-regional economic growth gap and IT industry concentration. Journal of Korean Economic Studies 2006, 15:199-226. (in Korean)
- [28]Koo J, Lee S: Regional Income Convergence Revisited. Korea international economic association 1999 winter conference proceedings: 1999; Seoul 1999, 1029-1042.
- [29]Kim H, Kim Y, Kim C: Human Capital and Regional Income Convergence in Korea using Nonstationary Panel Data. Journal of Korean Economy Analysis 2003, 9(2):109-164. (in Korean)
- [30]Moon C, Park K: Empirical Investigation into Regional Convergence in Korea. Korean Journal of Public Economics 2005, 10(2):49-79. (in Korean)
- [31]Yu B, Park S: Estimates and Convergence of Regional Human Capital. Journal of Korean Economic Studies 2004, 13:81-110. (in Korean)