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The Impact of a Three‐Tier Formulary on Demand Response for Prescription Drugs

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  • Haiden A. Huskamp
  • Richard G. Frank
  • Kimberly A. McGuigan
  • Yuting Zhang

Abstract

A large number of health plans and employers have adopted three‐tier prescription drug formularies in an effort to control rising prescription drug costs. We assessed the behavioral response to three‐tier adoption by estimating econometric models of the probability of selecting drugs assigned to the third tier with the highest co‐payment requirement and changes in expected out‐of‐pocket (OOP) spending. We concluded that implementation of the three‐tier formulary resulted in some shifting of costs from the plan to enrollees and some bargaining power gained for the payer, with plan savings from manufacturer rebates a likely result.

Suggested Citation

  • Haiden A. Huskamp & Richard G. Frank & Kimberly A. McGuigan & Yuting Zhang, 2005. "The Impact of a Three‐Tier Formulary on Demand Response for Prescription Drugs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(3), pages 729-753, September.
  • Handle: RePEc:bla:jemstr:v:14:y:2005:i:3:p:729-753
    DOI: 10.1111/j.1530-9134.2005.00080.x
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    References listed on IDEAS

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    1. Sara Ellison Fisher & Iain Cockburn & Zvi Griliches & Jerry Hausman, 1997. "Characteristics of Demand for Pharmaceutical Products: An Examination of Four Cephalosporins," RAND Journal of Economics, The RAND Corporation, vol. 28(3), pages 426-446, Autumn.
    2. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    3. Fiona Scott Morton, 1997. "The Strategic Response by Pharmaceutical Firms to the Medicaid Most-Favored-Customer Rules," RAND Journal of Economics, The RAND Corporation, vol. 28(2), pages 269-290, Summer.
    4. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    5. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    6. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    7. Manning, Willard G. & Marquis, M. Susan, 1996. "Health insurance: The tradeoff between risk pooling and moral hazard," Journal of Health Economics, Elsevier, vol. 15(5), pages 609-639, October.
    8. Leibowitz, Arleen & Manning, Willard G. & Newhouse, Joseph P., 1985. "The demand for prescription drugs as a function of cost-sharing," Social Science & Medicine, Elsevier, vol. 21(10), pages 1063-1069, January.
    9. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    10. Dranove, David, 1989. "Medicaid Drug Formulary Restrictions," Journal of Law and Economics, University of Chicago Press, vol. 32(1), pages 143-162, April.
    11. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
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    Cited by:

    1. Herr, A. & Suppliet, M., 2011. "Co-Payment Exemptions and Reference Prices: an Empirical Study of Pharmaceutical Prices in Germany," Health, Econometrics and Data Group (HEDG) Working Papers 11/18, HEDG, c/o Department of Economics, University of York.
    2. Suppliet, Moritz & Herr, Annika, 2016. "Cost-Sharing and Drug Pricing Strategies : Introducing Tiered Co-Payments in Reference Price Markets," Other publications TiSEM 4d692f0e-8577-4392-b413-2, Tilburg University, School of Economics and Management.
    3. Christian Trudeau & Zheng Wang, 2017. "Should the most efficient firm invest in its capacity? A value capture approach," Working Papers 1706, University of Windsor, Department of Economics.
    4. Trudeau, Christian & Wang, Zheng, 2019. "Should the more efficient firm expand? A bargaining perspective," Economics Letters, Elsevier, vol. 180(C), pages 25-27.
    5. David Ridley & Kirsten Axelsen, 2006. "Impact of Medicaid Preferred Drug Lists on Therapeutic Adherence," PharmacoEconomics, Springer, vol. 24(3), pages 65-78, December.
    6. Glazer Jacob & Huskamp Haiden A. & McGuire Thomas G., 2012. "A Prescription for Drug Formulary Evaluation: An Application of Price Indexes," Forum for Health Economics & Policy, De Gruyter, vol. 15(1), pages 1-26, March.
    7. Florian Heiss & Daniel McFadden & Joachim Winter, 2010. "Mind the Gap! Consumer Perceptions and Choices of Medicare Part D Prescription Drug Plans," NBER Chapters, in: Research Findings in the Economics of Aging, pages 413-481, National Bureau of Economic Research, Inc.
    8. Allon Zuker & Tsipi Heart & Yisrael Parmet & Nava Pliskin & Joseph S. Pliskin, 2011. "Electronic Notifications about Drug Substitutes Can Change Physician Prescription Habits," Medical Decision Making, , vol. 31(3), pages 395-404, May.

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