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The pervasiveness of pharmaceutical expenditure inertia in the OECD countries

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  • Okunade, Albert A.
  • Suraratdecha, Chutima

Abstract

This paper constructs and estimates an economic model for testing statistically the strength of possible 'expenditure inertia' as a plausible reason for rising drug expenditures of the Organization for Economic Cooperation and Development (OECD) countries. The ethical drugs sector in the OECD health care systems is increasingly targeted as the major culprit in the rising cost. Using multiple regression analysis, and the maximum likelihood estimation method, the data of each country (taken from OECD Health Data, 1997) were first tested for functional form optimality with the Box-Cox power family transformations model. Drug expenditure elasticities, at data means, were computed using each country's optimal regression model estimates. The results indicate that the traditionally fitted a priori limited functional form models (e.g., linear, log-log) are not globally consistent with data across countries. The effect of a one-period lagged real per-capita drug expenditure (capturing inertia or habit persistence) on current period real per-capita prescription expenditure is statistically significant in most countries. Pharmaceutical demands are inelastic, and tend to behave like a necessity, as expected. Since the significant effects of economic, demographic, and other drivers of high drug spending differ across countries, country-specific implications and policy suggestions for cost controls ought to differ.

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  • Okunade, Albert A. & Suraratdecha, Chutima, 2006. "The pervasiveness of pharmaceutical expenditure inertia in the OECD countries," Social Science & Medicine, Elsevier, vol. 63(1), pages 225-238, July.
  • Handle: RePEc:eee:socmed:v:63:y:2006:i:1:p:225-238
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    1. Albert Okunade, 2001. "Cost-Output Relation, Technological Progress, and Clinical Activity Mix of US Hospital Pharmacies," Journal of Productivity Analysis, Springer, vol. 16(2), pages 167-193, September.
    2. Okunade, Albert A. & Murthy, Vasudeva N. R., 2002. "Technology as a 'major driver' of health care costs: a cointegration analysis of the Newhouse conjecture," Journal of Health Economics, Elsevier, vol. 21(1), pages 147-159, January.
    3. Lichtenberg, Frank R, 1996. "Do (More and Better) Drugs Keep People Out of Hospitals?," American Economic Review, American Economic Association, vol. 86(2), pages 384-388, May.
    4. Nina Pavcnik, 2002. "Do Pharmaceutical Prices Respond to Potential Patient Out-of-Pocket Expenses?," RAND Journal of Economics, The RAND Corporation, vol. 33(3), pages 469-487, Autumn.
    5. Okunade, Albert A & Haryanto, H & Means, Dwight B, Jr, 1996. "Testing the Unbiasedness Hypothesis of Foreign Exchange Rates and the Analysis of Transformations," Review of Quantitative Finance and Accounting, Springer, vol. 6(1), pages 39-46, January.
    6. Hansen, Paul & King, Alan, 1996. "The determinants of health care expenditure: A cointegration approach," Journal of Health Economics, Elsevier, vol. 15(1), pages 127-137, February.
    7. Albert Okunade & Mustafa Karakus, 2001. "Unit root and cointegration tests: timeseries versus panel estimates for international health expenditure models," Applied Economics, Taylor & Francis Journals, vol. 33(9), pages 1131-1137.
    8. Coulson, N Edward, et al, 1995. "Estimating the Moral-Hazard Effect of Supplemental Medical Insurance in the Demand for Prescription Drugs by the Elderly," American Economic Review, American Economic Association, vol. 85(2), pages 122-126, May.
    9. Coulson, N. Edward & Stuart, Bruce, 1992. "Persistence in the use of pharmaceuticals by the elderly : Evidence from annual claims," Journal of Health Economics, Elsevier, vol. 11(3), pages 315-328, October.
    10. Granger, Clive W. J. & King, Maxwell L. & White, Halbert, 1995. "Comments on testing economic theories and the use of model selection criteria," Journal of Econometrics, Elsevier, vol. 67(1), pages 173-187, May.
    11. Joseph P. Newhouse, 2001. "Medical Care Price Indices: Problems and Opportunities / The Chung-Hua Lectures," NBER Working Papers 8168, National Bureau of Economic Research, Inc.
    12. Parkin, David & McGuire, Alistair & Yule, Brian, 1987. "Aggregate health care expenditures and national income : Is health care a luxury good?," Journal of Health Economics, Elsevier, vol. 6(2), pages 109-127, June.
    13. Albert Okunade & Chutima Suraratdecha, 2000. "Health care expenditure inertia in the OECD countries: A heterogeneous analysis," Health Care Management Science, Springer, vol. 3(1), pages 31-42, January.
    14. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    15. Sindelar, Jody L, 1982. "Differential Use of Medical Care by Sex," Journal of Political Economy, University of Chicago Press, vol. 90(5), pages 1003-1019, October.
    16. Gerdtham, Ulf-G. & Jonsson, Bengt, 2000. "International comparisons of health expenditure: Theory, data and econometric analysis," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 1, pages 11-53, Elsevier.
    17. Carrion-i-Silvestre, Josep Lluis, 2005. "Health care expenditure and GDP: Are they broken stationary?," Journal of Health Economics, Elsevier, vol. 24(5), pages 839-854, September.
    18. Gerdtham, Ulf-G. & Sogaard, Jes & Andersson, Fredrik & Jonsson, Bengt, 1992. "An econometric analysis of health care expenditure: A cross-section study of the OECD countries," Journal of Health Economics, Elsevier, vol. 11(1), pages 63-84, May.
    19. Weisbrod, Burton A, 1991. "The Health Care Quadrilemma: An Essay on Technological Change, Insurance, Quality of Care, and Cost Containment," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 523-552, June.
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    2. Andrea Leiter & Engelbert Theurl, 2012. "The convergence of health care financing structures: empirical evidence from OECD-countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(1), pages 7-18, February.
    3. Laura Magazzini & Fabio Pammolli & Nicola Carmine Salerno, 2006. "La spesa farmaceutica pubblica - Analisi degli ultimi anni e indicazioni per una nuova politica economica," Working Papers CERM 03-2006, Competitività, Regole, Mercati (CERM).
    4. Barros, Pedro Pita & Nunes, Luis C., 2010. "The impact of pharmaceutical policy measures: An endogenous structural-break approach," Social Science & Medicine, Elsevier, vol. 71(3), pages 440-450, August.
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    7. Jorgen Lauridsen & Mariluz Sánchez & Mickael Bech, 2010. "Public pharmaceutical expenditure: identification of spatial effects," Journal of Geographical Systems, Springer, vol. 12(2), pages 175-188, June.
    8. Chiara Bonassi & Laura Magazzini & Fabio Pammolli & Massimo Riccaboni & Nicola Carmine Salerno, 2007. "La spesa farmaceutica territoriale convenzionata: il modello FarmaRegio per l'analisi della variabilità regionale," Working Papers CERM 03-2007, Competitività, Regole, Mercati (CERM).
    9. Fiorio, Carlo V. & Siciliani, Luigi, 2010. "Co-payments and the demand for pharmaceuticals: Evidence from Italy," Economic Modelling, Elsevier, vol. 27(4), pages 835-841, July.
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    11. Fabio Pammolli & Nicola Carmine Salerno, 2008. "Occupazione, produttività e demografia: le sfide per la crescita del Mezzogiorno - Riforme strutturali per dare basi al federalismo," Working Papers CERM 02-2008, Competitività, Regole, Mercati (CERM).
    12. Paresh Kumar Narayan, 2007. "Do health expenditures 'catch-up'? Evidence from OECD countries," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 993-1008.
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    14. Thierry Nianogo & Albert Okunade & Demba Fofana & Weiwei Chen, 2016. "Determinants of US Prescription Drug Utilization using County Level Data," Health Economics, John Wiley & Sons, Ltd., vol. 25(5), pages 606-619, May.

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