Understanding profit margins of medical providers from prescription drugs: evidence from Taiwan
This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market. Our main data set is from the population-based claims data compiled by the National Health Insurance Research...
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Published in | International health Vol. 12; no. 4; pp. 272 - 280 |
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Format | Journal Article |
Language | English |
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Oxford University Press
01.07.2020
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Abstract | This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market.
Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model.
We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself.
Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs. |
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AbstractList | This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market.BACKGROUNDThis study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market.Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model.METHODSOur main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model.We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself.RESULTSWe found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself.Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs.CONCLUSIONSOur findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs. This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market. Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model. We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself. Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs. |
Author | Liu, Ya-Ming |
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Cites_doi | 10.1016/j.jhealeco.2012.01.003 10.1016/j.jhealeco.2009.06.008 10.1377/hlthaff.27.1.179 10.1257/089533002320950975 10.1111/j.1467-6451.2010.00408.x 10.2165/00019053-200624090-00006 10.1257/aer.102.6.2826 10.1016/j.jhealeco.2012.10.009 10.1016/j.jhealeco.2008.10.009 10.1007/s10754-012-9117-y 10.1016/0167-6296(91)90023-G 10.1162/003355300555097 10.1016/j.jhealeco.2012.03.003 10.1111/j.0741-6261.2007.00115.x |
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References | Epstein (2020062901535397300_ref6) 2012 2020062901535397300_ref13 Yang (2020062901535397300_ref12) 2008 Arrow (2020062901535397300_ref2) 1963 Iizuka (2020062901535397300_ref4) 2007 Lee (2020062901535397300_ref14) 2006 Duggan (2020062901535397300_ref15) 2000 McGuire (2020062901535397300_ref1) 2000 Ellison (2020062901535397300_ref11) 2010 Horwitz (2020062901535397300_ref16) 2009 Liu (2020062901535397300_ref10) 2012 Bayindir (2020062901535397300_ref17) 2012 Berndt (2020062901535397300_ref8) 2002 Meijer (2020062901535397300_ref9) 2013 Blomqvist (2020062901535397300_ref3) 1991 Liu (2020062901535397300_ref5) 2009 Iizuka (2020062901535397300_ref7) 2012 |
References_xml | – start-page: 359 issue: 2 year: 2012 ident: 2020062901535397300_ref17 article-title: Hospital ownership type and treatment choices publication-title: J Health Econ. doi: 10.1016/j.jhealeco.2012.01.003 – start-page: 924 issue: 5 year: 2009 ident: 2020062901535397300_ref16 article-title: Hospital ownership and medical services: market mix, spillover effects, and nonprofit objective publication-title: J Health Econ. doi: 10.1016/j.jhealeco.2009.06.008 – start-page: 179 issue: 1 year: 2008 ident: 2020062901535397300_ref12 article-title: Economic evaluation and pharmaceutical reimbursement reform in South Korea’s national health insurance publication-title: Health Aff (Millwood). doi: 10.1377/hlthaff.27.1.179 – start-page: 45 issue: 4 year: 2002 ident: 2020062901535397300_ref8 article-title: Pharmaceuticals in U.S. healthcare: determinants of quantity and price publication-title: J Econ Perspect. doi: 10.1257/089533002320950975 – start-page: 32 issue: 1 year: 2010 ident: 2020062901535397300_ref11 article-title: Countervailing power in wholesale pharmaceuticals publication-title: J Ind Econ. doi: 10.1111/j.1467-6451.2010.00408.x – start-page: 891 issue: 9 year: 2006 ident: 2020062901535397300_ref14 article-title: Impacts of cost containment strategies on pharmaceutical expenditures of the national health insurance in Taiwan, 1996–2003 publication-title: Pharmacoeconomics. doi: 10.2165/00019053-200624090-00006 – start-page: 2826 issue: 6 year: 2012 ident: 2020062901535397300_ref7 article-title: Physician agency and the adoption of generic pharmaceuticals publication-title: Am Econ Rev. doi: 10.1257/aer.102.6.2826 – start-page: 88 issue: 1 year: 2013 ident: 2020062901535397300_ref9 article-title: Health expenditure growth: looking beyond the average through decomposition of the full distribution publication-title: J Health Econ. doi: 10.1016/j.jhealeco.2012.10.009 – start-page: 341 issue: 2 year: 2009 ident: 2020062901535397300_ref5 article-title: Financial incentives and physicians’ prescription decisions on the choice between brand-name and generic drugs: evidence from Taiwan publication-title: J Health Econ. doi: 10.1016/j.jhealeco.2008.10.009 – start-page: 285 issue: 4 year: 2012 ident: 2020062901535397300_ref6 article-title: Physician response to financial incentives when choosing drugs to treat breast cancer publication-title: Int J Health Care Finance Econ. doi: 10.1007/s10754-012-9117-y – start-page: 411 issue: 4 year: 1991 ident: 2020062901535397300_ref3 article-title: The doctor as double agent: information asymmetry, health insurance, and medical care publication-title: J Health Econ. doi: 10.1016/0167-6296(91)90023-G – start-page: 1343 issue: 4 year: 2000 ident: 2020062901535397300_ref15 article-title: Hospital ownership and public medical spending publication-title: Q J Econ. doi: 10.1162/003355300555097 – start-page: 941 issue: 5 year: 1963 ident: 2020062901535397300_ref2 article-title: Uncertainty and the welfare economics of medical care publication-title: Am Econ Rev. – start-page: 471 issue: 3 year: 2012 ident: 2020062901535397300_ref10 article-title: Regulation and competition in the Taiwanese pharmaceutical market under national health insurance publication-title: J Health Econ. doi: 10.1016/j.jhealeco.2012.03.003 – ident: 2020062901535397300_ref13 – start-page: 461 volume-title: Handbook of health economics year: 2000 ident: 2020062901535397300_ref1 – start-page: 844 issue: 3 year: 2007 ident: 2020062901535397300_ref4 article-title: Experts’ agency problems: evidence from the prescription drug market in Japan publication-title: RAND J Econ. doi: 10.1111/j.0741-6261.2007.00115.x |
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SubjectTerms | Drug Costs - statistics & numerical data Drug Industry - economics Drugs, Generic - economics Drugs, Generic - supply & distribution Humans National Health Programs - statistics & numerical data Original Practice Patterns, Physicians' - economics Practice Patterns, Physicians' - statistics & numerical data Prescription Drugs - economics Prescription Drugs - supply & distribution Taiwan |
Title | Understanding profit margins of medical providers from prescription drugs: evidence from Taiwan |
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