Based on the micro individual data from China Health and Nutrition Survey (CHNS) database and the development of China’s medical and health system reform since the reform and opening-up in 1978, this paper applies a two-tier stochastic frontier model to measure the degree of asymmetric information between physicians and patients in China’s medical service market and estimate the impact of bargaining on the final price of health care both holistically and annually. The empirical results show that: 1) The information mastered by physicians and patients have significant but opposing effects on the final medical service price. Physicians hold more information relative to patients and thus have stronger bargaining power. 2) Almost all patients will be forced to accept a medical price higher than the benchmark price by 16.52% on average by receiving excessive and expensive medical services, despite the differences in bargaining power between physicians and patients are highly heterogeneous. 3) The series of medical reforms in China had different impacts on medical care pricing efficiency. Especially, the early medical reforms could impose a positive impact on the efficiency of the medical market in the initial stage. I further propose that the path choice of China’s new round of medical reform should be as follows: It is necessary to insist on government-led efforts to protect the public welfare of medical services, and to introduce market mechanisms to mobilize social resources and improve the efficiency of the medical market. In addition, I point out that the establishment and improvement of the general practitioner system may reduce the degree of information asymmetry between physicians and patients, thus alleviating China's deteriorating physician-patient relationship.
Li, X. (2018) China Doctor-Patient Relationship. Investigation Report—Analysis of Doctor-Patient Relationship. Contemporary Medicine, 24, 183-186.
Li, L. (2004) Foreign Medical and Health System and Its Enlightenment to China’s Medical and Health Care Reform. Red Flag Document, No. 21, 18-21.
Li, L. (2006) China’s Medical System Reform Trend. Red Flag Document, No. 10, 19-21.
Gu, X., Gao, M.T. and Yao, Y. (2006) Diagnosis and Prescription—Facing the Reform of China’s Medical System. Social Sciences Academic Press, Beijing.
Liu, G.G. and Zhan, C.H. (2006) Do Not Misread the “Government-Led”. Chinese Health, No. 9, 24-26.
Wang, H.F. (2010) The Role of Government and Market Should Both Be Played in China’s Medical Reform. China Medical Insurance, No. 6, 34.
Zhou, S.L. (2011) Fairness Enforced by the Government and Efficiency Promoted by Market—Pathway to Medical Reform Following the Rule of Socialist Market Economy. The Chinese Health Service Management, 28, 484-485.
Akin, J.S., Griffin, C.C., Guilkey, D.K. and Popkin, B.M. (1986) The Demand for Primary Health Care Services in the Bicol Region of the Philippines. Economic Development and Cultural Change, 34, 755-782. https://doi.org/10.1086/451558
Hansen, K.K. and Zwanziger, J. (1996) Marginal Costs in General Acute Care Hospitals: A Comparison Among California, New York and Canada. Health Economics, 5, 195-216. https://doi.org/10.1002/(SICI)1099-1050(199605)5:3 3.0.CO;2-Q
Gupta, S., Verhoeven, M. and Tiongson, E.R. (2002) The Effectiveness of Government Spending on Education and Health Care in Developing and Transition Economies. European Journal of Political Economy, 18, 717-737. https://doi.org/10.1016/S0176-2680(02)00116-7
Wang, Y., Gong, X.W. and Zhao, P. (2005). Information Economics Explain of Excessive Growth of Medical Cost in China. Journal of Chongqing University, 28, 142-145.
Wang, J., Chang, Z.Z. and Liu, H. (2008) Health Care Demand and Choice of Medical Treatment. Economic Research Journal, No. 7, 105-117.
Gauthier, B. and Wane, W. (2011) Bypassing Health Providers: The Quest for Better Price and Quality of Health Care in Chad. Social Science and Medicine, 73, 540-549. https://doi.org/10.1016/j.socscimed.2011.06.008
Huang, Y.X., Ye, Y.R. and Hu, Z.L. (2003) Analysis of the Competitive Situation of China’s Medical Service Market in the Next Ten Years. International Medicine and Health Guidance News, No. 7, 63-65.
Li, C.X., Wu, Z.C., Xu, L. and Gao, J. (2006) Gender Differences in Medical Expenditure in China. Chinese Health Economics, 25, 46-48.
Zong, L., Wen, X.N. and Gao, B. (2006) Research on Prediction of Medical Expenses in China. Statistics and Decision, No. 5, 71-72.
Phelps, C.E. (1992) Diffusion of Information in Medical Care. Journal of Economic Perspectives, 6, 23-42. https://doi.org/10.1257/jep.6.3.23
Lu, H.Y., Lian, Y.J. and Lu, S.F. (2011) Measurement of the Information Asymmetric in Medical Service Market of China. Economic Research Journal, No. 4, 94-106.
Xu, W., Ding, Y.L. and Liu, Y. (2013) Measurement about Information Asymmetry Degree of Chinese Medical Service Market. Computer Modelling and New Technologies, 17, 277-288.
Wang, S.G. and Lei, H. (2017) Measurement of Medical Bargaining Power of the Elderly Population in China. Scientific Research on Aging, 5, 35-45.
Phelps, C.E. (1997) Health Economics. Addison-Wesley Educational Publishers Inc., New York, NY.
Yang, X.X. (2013) The Economic Characteristics and Reform Path Selection of Medical Services. Commercial Times, No. 23, 106-107.
Hadley, J., Holahan, J. and Scanlon, W. (1979) Can Fee-For-Service Reimbursement Coexist with Demand Creation? Inquiry, 16, 247-258.
Feldstein, M.S. (1970) The Rising Price of Physician’s Services. Review of Economics and Statistics, 52, 121-133. https://doi.org/10.2307/1926113
Rice, T.H. (1983) The Impact of Changing Medicare Reimbursement Rates on Physician-Induced Demand. Medical Care, 21, 803-815. https://doi.org/10.1097/00005650-198308000-00004
Yip, W.C. (1998) Physician Response to Medicare Fee Reductions: Changes in the Volume of Coronary Artery Bypass Graft (CABG) Surgeries in the Medicare and Private Sectors. Journal of Health Economics, 17, 675-699. https://doi.org/10.1016/S0167-6296(98)00024-1
Zhu, H.P. (2007) Abuses in the Health Care System and Distortions in Pharmaceutical Pricing. Chinese Social Science, No. 4, 89-103.
Gao, C.L., Mao, F.F. and Yu, H. (2009) Incentive Mechanism, Financial Burden and Evolution of China’s Medicare System—Based on Interpretation of Relevant Documents of Medical System after the Founding of China. Management World, No. 4, 66-74.
Gu, X. (2011) The Failure of Price Control and the High Price of Medicine in Public Hospitals. Governance Studies, 27, 12-22.
Du, C. (2013) Price Control and Excessive Medical Care. The Journal of World Economy, 36, 116-140.
Mommaerts, C. (2018) Are Coresidence and Nursing Homes Substitutes? Evidence from Medicaid Spend-Down Provisions. Journal of Health Economics, 59, 125-138. https://doi.org/10.1016/j.jhealeco.2018.04.003
Gong, X.W., Wang, Y. and Li, T.Y. (2004) Game of Hospital-Patient Relationship under Asymmetric Information. Journal of Chongqing University, 27, 126-129.
Xu, Z.D. and Zang, L.L. (2002) The Influence of Medical Service Information Publicity System on Hospitals and Its Countermeasures. Chinese Journal of Hospital Administration, 18, 183-184.
Du, X.N., Wang, X.J., Xu, Z. and Heng, Y.L. (2016) Using Micro-Media to Improve the Asymmetry of Doctor-Patient Information. Health Management in Jiangsu, 27, 153-154.
Satterthwaite, M. (1979) Consumer Information, Equilibrium Industry Price, and the Number of Sellers. The Bell Journal of Economics, 10, 483-502. https://doi.org/10.2307/3003348
Akin, J.S. and Hutchinson, P. (1999) Health-Care Facility Choice and the Phenomenon of Bypassing. Health Policy and Planning, 14, 135-151. https://doi.org/10.1093/heapol/14.2.135
Leonard, K.L., Mliga, G.R. and Mariam, D.H. (2002) Bypassing Health Centers in Tanzania: Revealed Preferences for Quality. Journal of African Economies, 11, 441-471. https://doi.org/10.1093/jae/11.4.441
Sun, Q.X., Zhu, J.S., Zheng, W. and Li, M.Q. (2007) Reform of China’s Medical Insurance System: The Three Pillar Framework for Universal Health Insurance. Economic Science, No. 5, 8-17.
Liu, H.L., He, S.H., Xiao, J.H., Zeng, L.B. and Chen, Q. (2013) Research on the Reform of Payment Methods of Social Medical Insurance Suppliers in China under the Background of New Medical Reform. Labor Security World, No. 2, 32-34.
Ding, J.H. and Zhu, M.L. (2004) Discussion on the Reform of Medical Insurance System and Effective Control of Medical Expenses Growth in China. Nankai Economic Studies, No. 4, 96-99.
Wang, Z.F. (2011) The Definition of Medical Insurance Negotiation Mechanism. China Social Security, No. 4, 80-82.
Zhong, Y.M. (2011) The Basic Course and Evaluation of China’s Medical Reform Decision Since 1949. New Horizons from Tian Fu, No. 4, 96-100.
Lian, Y.J. and Chung, C.F. (2008) Are Chinese Listed Firms Over-Investing? Social Science Electronic Publishing, Rochester, NY.
Huang, S.W., Jia, J. and Wang, W.J. (2017) Research of IPO Underpricing Decomposition Based on Two-tiered Stochastic Frontier Model: Evidence from Chinese Growth Enterprises Market. Chinese Journal of Management Science, 25, 21-29.
Tan, Y. and Shen, J.A. (2015) Measurement of the Bargaining Ability of CPA Firms and Issuers in IPOs: Based on Bilateral Random Boundary Model. Finance and Accounting Monthly, No. 36, 86-91.
Kumbhakar, S.C. and Parmeter, C.F. (2010) Estimation of Hedonic Price Functions with Incomplete Information. Empirical Economics, 39, 1-25. https://doi.org/10.1007/s00181-009-0292-8
Shinya, K. and Kazuyuki, M. (2010) Bargaining in Technology Markets: An Empirical Study of Biotechnology Alliances. Discussion Papers, 39.
Ferona, A. and Tsionas, E.G. (2012) Measurement of Excess Bidding in Auctions. Economics Letters, 116, 377-380. https://doi.org/10.1016/j.econlet.2012.04.025
Kumbhakar, S.C. and Parmeter, C.F. (2009) The Effects of Match Uncertainty and Bargaining on Labor Market Outcomes: Evidence from Firm and Worker Specific Estimates. Journal of Productivity Analysis, 31, 1-14. https://doi.org/10.1007/s11123-008-0117-3
Gaynor, M. and Polachek, S.W. (1994) Measuring Information in the Market: An Application to Physician Services. Southern Economic Journal, 60, 815-831. https://doi.org/10.2307/1060422
Chawla, M. (2002) Estimating the Extent of Patient Ignorance of the Health Care Market. In: Devarajan, S. and Rogers, F.H., Eds., World Bank Economists’ Forum, Vol. 2, World Bank Publications, Washington DC, 3-24.
Tomini, S. and Pavlova, M. (2012) Paying Informally in the Albanian Health Care Sector: A Two-Tiered Stochastic Frontier Model. European Journal of Health Economics, 13, 777-788. https://doi.org/10.1007/s10198-011-0331-1
Osbourne, M.J. and Rubinstein, A. (1990) Bargaining and Markets (Chapter 5). Academic Press, San Diego.
Kumbhakar, S.C. and Lovell, C.A.K. (2000) Stochastic Frontier Analysis. Cambridge University Press, New York, 90. https://doi.org/10.1017/CBO9781139174411
Polachek, S.W. and Yoon, B.J. (1987) A Two-Tiered Earnings Frontier Estimation of Employer and Employee Information in the Labor Market. Review of Economics and Statistics, 69, 296-302. https://doi.org/10.2307/1927237
Polachek, S.W. and Yoon, B.J. (1996) Panel Estimates of a Two-Tiered Earnings Frontier. Journal of Applied Econometrics, 11, 169-178. https://doi.org/10.1002/(SICI)1099-1255(199603)11:2 3.0.CO;2-#
Sutherland, K., Norlen, P., Masutani, K., Fleecs, T., Bromwich, D. and Mungello, D. (2016) An Inquiry into the Nature and Causes of the Wealth of Nations: A Selected Edition (Oxford World’s Classics).
Gu, X. (2012) Towards a Public Contract Model: The Strategic Significance of Provider-Payment Reforms to China’s New Healthcare Reforms. Comparative Economic and Social Systems, No. 4, 21-31.
Duran, A., Sheiman, I., Schneider, M. and Ovretveit, J. (2005) Purchasers, Providers and Contracts. In: Figueras, J., Robinson, R. and Jakubowski, E., Eds., Purchasing to Improve Health Systems Performance, Open University Press, Maidenhead, UK, 187-214.
Guo, K. and Gu, X. (2017) Dealing with the Issue of Supplier-Induced Over-Consumption: Price Regulation, Competition, or Provider-Payment Reforms? Social Sciences in Guangdong, No. 5, 176-185.