Skip to main content
Top
Published in: International Journal for Equity in Health 1/2013

Open Access 01-12-2013 | Research

Redistributive effects of the National Health Insurance on physicians in Taiwan: a natural experiment time series study

Authors: Chiang-Hsing Yang, Yu-Tung A Huang, Ya-Seng A Hsueh

Published in: International Journal for Equity in Health | Issue 1/2013

Login to get access

Abstract

Background

Previous studies have evaluated the effects of various health manpower policies but did not include full consideration of the effect of universal health insurance on physician re-distribution. This study examines the effects of implementing National Health Insurance (NHI) on the problem of geographic mal-distribution of health providers in Taiwan.

Methods

Data on health providers and population between 1971 and 2001 are obtained from relevant governmental publications in Taiwan. Gini coefficients derived from the Lorenz curve are used under a spline regression model to examine the impact of the NHI on the geographic distribution of health providers.

Results

The geographic distribution equality of the three key health providers has improved significantly after the implementation of NHI program. After accounting for the influences of other confounding factors, Gini coefficients of the three key providers have a net reduction of 1.248% for dentists, 0.365% for western medicine physicians, and 0.311% for Chinese medicine physicians. Overall, the absolute values of the three key providers’ Gini coefficients also become close to one another.

Conclusions

This study found that NHI’s offering universal health coverage to all citizens and with proper financial incentives have resulted in more equal geographic distributions among the key health care providers in Taiwan.
Appendix
Available only for authorised users
Literature
1.
go back to reference Kobayashi Y, Takaki H: Geographic distribution of physicians in Japan. Lancet. 1992, 340: 1391-1393. 10.1016/0140-6736(92)92569-2.CrossRefPubMed Kobayashi Y, Takaki H: Geographic distribution of physicians in Japan. Lancet. 1992, 340: 1391-1393. 10.1016/0140-6736(92)92569-2.CrossRefPubMed
2.
go back to reference Brown MC: Do physicians locate as spatial competition models predict? evidence from Alberta. Can Med Assoc J. 1993, 148: 1301-1307. Brown MC: Do physicians locate as spatial competition models predict? evidence from Alberta. Can Med Assoc J. 1993, 148: 1301-1307.
3.
go back to reference Rabinowitz HK, Diamond JJ, Markham FW, Hazelwood CE: A program to increase the number of family physicians in rural and underserved areas: impact after 22 years. J Am Med Assoc. 1999, 281: 255-260. 10.1001/jama.281.3.255.CrossRef Rabinowitz HK, Diamond JJ, Markham FW, Hazelwood CE: A program to increase the number of family physicians in rural and underserved areas: impact after 22 years. J Am Med Assoc. 1999, 281: 255-260. 10.1001/jama.281.3.255.CrossRef
4.
go back to reference Hsueh YSA, Lee SYD, Huang YTA: Effects of global budgeting on the distribution of dentists and use of dental care in Taiwan. Health Serv Res. 2004, 39: 2135-2153. 10.1111/j.1475-6773.2004.00336.x.PubMedCentralCrossRefPubMed Hsueh YSA, Lee SYD, Huang YTA: Effects of global budgeting on the distribution of dentists and use of dental care in Taiwan. Health Serv Res. 2004, 39: 2135-2153. 10.1111/j.1475-6773.2004.00336.x.PubMedCentralCrossRefPubMed
5.
go back to reference Horev T, Pesis-Katz I, Mukamel DB: Trends in geographic disparities in allocation of health care resources in the US. Health Policy. 2004, 68: 223-332. 10.1016/j.healthpol.2003.09.011.CrossRefPubMed Horev T, Pesis-Katz I, Mukamel DB: Trends in geographic disparities in allocation of health care resources in the US. Health Policy. 2004, 68: 223-332. 10.1016/j.healthpol.2003.09.011.CrossRefPubMed
6.
go back to reference Inoue K, Matsumoto M, Sawada T: Evaluation of a medical school for rural doctors. J Rural Health. 2007, 23: 183-187. 10.1111/j.1748-0361.2007.00088.x.CrossRefPubMed Inoue K, Matsumoto M, Sawada T: Evaluation of a medical school for rural doctors. J Rural Health. 2007, 23: 183-187. 10.1111/j.1748-0361.2007.00088.x.CrossRefPubMed
7.
go back to reference Nomura K, Inoue S, Yano E: The shortage of pediatrician workforce in rural areas of Japan. Tohoku J Exp Med. 2009, 217: 299-305. 10.1620/tjem.217.299.CrossRefPubMed Nomura K, Inoue S, Yano E: The shortage of pediatrician workforce in rural areas of Japan. Tohoku J Exp Med. 2009, 217: 299-305. 10.1620/tjem.217.299.CrossRefPubMed
9.
go back to reference Cheng TM: Taiwan’s new national health insurance program: genesis and experience so far. Health Aff. 2003, 22 (3): 61-76. 10.1377/hlthaff.22.3.61.CrossRef Cheng TM: Taiwan’s new national health insurance program: genesis and experience so far. Health Aff. 2003, 22 (3): 61-76. 10.1377/hlthaff.22.3.61.CrossRef
10.
go back to reference Chiang TL: Economic transition and changing relation between income inequality and mortality in Taiwan: regression analysis. Br Med J. 1999, 319: 1162-1165. 10.1136/bmj.319.7218.1162.CrossRef Chiang TL: Economic transition and changing relation between income inequality and mortality in Taiwan: regression analysis. Br Med J. 1999, 319: 1162-1165. 10.1136/bmj.319.7218.1162.CrossRef
11.
go back to reference Lairson DR, Hindson P, Hauquitz A: Equity of health care in Australia. Soc Sci Med. 1995, 41: 475-482. 10.1016/0277-9536(94)00352-T.CrossRefPubMed Lairson DR, Hindson P, Hauquitz A: Equity of health care in Australia. Soc Sci Med. 1995, 41: 475-482. 10.1016/0277-9536(94)00352-T.CrossRefPubMed
12.
go back to reference Lönnroth K, Aung T, Maung W, Kluge H, Uplekar M: Social franchising of TB care through private GPs in Myanmar: an assessment of treatment results, access, equity financial protection. Health Policy Plann. 2007, 22: 156-166. 10.1093/heapol/czm007.CrossRef Lönnroth K, Aung T, Maung W, Kluge H, Uplekar M: Social franchising of TB care through private GPs in Myanmar: an assessment of treatment results, access, equity financial protection. Health Policy Plann. 2007, 22: 156-166. 10.1093/heapol/czm007.CrossRef
13.
go back to reference Gastwirth JL: The estimation of the Lorenz curve and Gini index. Rev Econ Stat. 1972, 54: 306-316. 10.2307/1937992.CrossRef Gastwirth JL: The estimation of the Lorenz curve and Gini index. Rev Econ Stat. 1972, 54: 306-316. 10.2307/1937992.CrossRef
14.
go back to reference Peacock D, Devlin N, McGee R: The horizontal equity of health care in New Zealand. Aust N Z J Public Health. 1999, 23: 126-130. 10.1111/j.1467-842X.1999.tb01221.x.CrossRefPubMed Peacock D, Devlin N, McGee R: The horizontal equity of health care in New Zealand. Aust N Z J Public Health. 1999, 23: 126-130. 10.1111/j.1467-842X.1999.tb01221.x.CrossRefPubMed
15.
go back to reference Newdick C, Derrett S: Access, equity and the role of rights in health care. Health Care Anal. 2006, 14: 57-68.CrossRef Newdick C, Derrett S: Access, equity and the role of rights in health care. Health Care Anal. 2006, 14: 57-68.CrossRef
16.
go back to reference Fiedler JL: The privatization of health care in three Latin American social security system. Health Policy Plann. 1996, 11: 406-417. 10.1093/heapol/11.4.406.CrossRef Fiedler JL: The privatization of health care in three Latin American social security system. Health Policy Plann. 1996, 11: 406-417. 10.1093/heapol/11.4.406.CrossRef
17.
go back to reference Sheldon TA, Smith PC: Equity in the allocation of health care resources. Health Econ. 2000, 9: 571-574. 10.1002/1099-1050(200010)9:7<571::AID-HEC555>3.0.CO;2-8.CrossRefPubMed Sheldon TA, Smith PC: Equity in the allocation of health care resources. Health Econ. 2000, 9: 571-574. 10.1002/1099-1050(200010)9:7<571::AID-HEC555>3.0.CO;2-8.CrossRefPubMed
18.
go back to reference LeBaron C, Massoudi M, Stevenson J, Lyons B: Vaccination coverage and physician distribution in the United States, 1997. Pediatrics. 2001, 107: E31-10.1542/peds.107.3.e31.CrossRefPubMed LeBaron C, Massoudi M, Stevenson J, Lyons B: Vaccination coverage and physician distribution in the United States, 1997. Pediatrics. 2001, 107: E31-10.1542/peds.107.3.e31.CrossRefPubMed
19.
go back to reference Rabinowitz HK: Recruitment, retention, and follow-up of graduates of a program to increase the number of family physicians in rural and underserved areas. N Engl J Med. 1993, 328: 934-939. 10.1056/NEJM199304013281307.CrossRefPubMed Rabinowitz HK: Recruitment, retention, and follow-up of graduates of a program to increase the number of family physicians in rural and underserved areas. N Engl J Med. 1993, 328: 934-939. 10.1056/NEJM199304013281307.CrossRefPubMed
20.
go back to reference Salsberg ES, Wing P, Dionne MG, Jemiolo D: Graduate medical education and physician supply in New York State. J Am Med Assoc. 1996, 276: 693-698.CrossRef Salsberg ES, Wing P, Dionne MG, Jemiolo D: Graduate medical education and physician supply in New York State. J Am Med Assoc. 1996, 276: 693-698.CrossRef
21.
go back to reference Chang RKR, Halfon N: Geographic distribution of pediatricians in the United States: an analysis of the fifty states and Washington. DC. Pediatrics. 1997, 100: 172-179. 10.1542/peds.100.2.172.CrossRefPubMed Chang RKR, Halfon N: Geographic distribution of pediatricians in the United States: an analysis of the fifty states and Washington. DC. Pediatrics. 1997, 100: 172-179. 10.1542/peds.100.2.172.CrossRefPubMed
22.
go back to reference Lorenz MO: Methods of measuring the concentration of wealth. J Am Stat Assoc. 1905, 70: 209-219. Lorenz MO: Methods of measuring the concentration of wealth. J Am Stat Assoc. 1905, 70: 209-219.
23.
go back to reference Gini C: Measurement of inequality of incomes. Econ J. 1921, 31: 124-126. 10.2307/2223319.CrossRef Gini C: Measurement of inequality of incomes. Econ J. 1921, 31: 124-126. 10.2307/2223319.CrossRef
24.
go back to reference McConnel CE, Tobias LA: Distributional change in physician manpower, United States, 1963–80. Am J Public Health. 1986, 76: 638-642. 10.2105/AJPH.76.6.638.PubMedCentralCrossRefPubMed McConnel CE, Tobias LA: Distributional change in physician manpower, United States, 1963–80. Am J Public Health. 1986, 76: 638-642. 10.2105/AJPH.76.6.638.PubMedCentralCrossRefPubMed
25.
go back to reference Brown MC: Using Gini-style indices to evaluate the spatial patterns of health practitioners: theoretical considerations and an application based on Alberta data. Soc Sci Med. 1994, 38: 1243-1256. 10.1016/0277-9536(94)90189-9.CrossRefPubMed Brown MC: Using Gini-style indices to evaluate the spatial patterns of health practitioners: theoretical considerations and an application based on Alberta data. Soc Sci Med. 1994, 38: 1243-1256. 10.1016/0277-9536(94)90189-9.CrossRefPubMed
26.
go back to reference Ono K, Visonnavong V, Konyama K, Hiratsuka Y, Murakami A: Geographical distribution of eye health professionals and cataract surgery in Lao People’s Democratic Republic. Ophthal Epidemiol. 2009, 16: 354-361. 10.3109/09286580903312244.CrossRef Ono K, Visonnavong V, Konyama K, Hiratsuka Y, Murakami A: Geographical distribution of eye health professionals and cataract surgery in Lao People’s Democratic Republic. Ophthal Epidemiol. 2009, 16: 354-361. 10.3109/09286580903312244.CrossRef
27.
go back to reference Sen A, Srivastava M: Regression Analysis- Theory, Methods, and Applications. 1990, New York: Springer-Verlag Publishing Sen A, Srivastava M: Regression Analysis- Theory, Methods, and Applications. 1990, New York: Springer-Verlag Publishing
28.
go back to reference Donato F, Tagger A, Gelatti U, Parrinello G, Boffetta P, Albertini A, Decarli A, Trevisi P, Ribero ML, Porru S, Nardi G: Alcohol and hepatocellular carcinoma: the effect of lifetime intake and hepatitis virus infections in men and women. Am J Epidemiol. 2002, 155: 323-331. 10.1093/aje/155.4.323.CrossRefPubMed Donato F, Tagger A, Gelatti U, Parrinello G, Boffetta P, Albertini A, Decarli A, Trevisi P, Ribero ML, Porru S, Nardi G: Alcohol and hepatocellular carcinoma: the effect of lifetime intake and hepatitis virus infections in men and women. Am J Epidemiol. 2002, 155: 323-331. 10.1093/aje/155.4.323.CrossRefPubMed
29.
go back to reference Chiang TL: Taiwan’s 1995 health care reform. Health Policy. 1997, 39: 225-239. 10.1016/S0168-8510(96)00877-9.CrossRefPubMed Chiang TL: Taiwan’s 1995 health care reform. Health Policy. 1997, 39: 225-239. 10.1016/S0168-8510(96)00877-9.CrossRefPubMed
30.
go back to reference Taiwan Medical Association: Annual Report of Taiwan Medical Association 1995. 1996, Taipei, Taiwan: Taiwan Medical Association press Taiwan Medical Association: Annual Report of Taiwan Medical Association 1995. 1996, Taipei, Taiwan: Taiwan Medical Association press
31.
go back to reference Pfeffer J, Salancik GR: The External Control of Organizations: A Resource Dependence Perspective. 1978, New York: Harper and Rew Publishing Pfeffer J, Salancik GR: The External Control of Organizations: A Resource Dependence Perspective. 1978, New York: Harper and Rew Publishing
32.
go back to reference Toyokawa S, Kobayashi Y: Increasing supply of dentists induces their geographic diffusion in contrast with physicians in Japan. Soc Sci Med. 2010, 71: 2014-2019. 10.1016/j.socscimed.2010.09.005.CrossRefPubMed Toyokawa S, Kobayashi Y: Increasing supply of dentists induces their geographic diffusion in contrast with physicians in Japan. Soc Sci Med. 2010, 71: 2014-2019. 10.1016/j.socscimed.2010.09.005.CrossRefPubMed
Metadata
Title
Redistributive effects of the National Health Insurance on physicians in Taiwan: a natural experiment time series study
Authors
Chiang-Hsing Yang
Yu-Tung A Huang
Ya-Seng A Hsueh
Publication date
01-12-2013
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2013
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/1475-9276-12-13

Other articles of this Issue 1/2013

International Journal for Equity in Health 1/2013 Go to the issue