IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v24y2015i8p1027-1041.html
   My bibliography  Save this article

Machines that Go ‘Ping’: Medical Technology and Health Expenditures in OECD Countries

Author

Listed:
  • Peter Willemé
  • Michel Dumont

Abstract

Technology is believed to be a major determinant of increasing health spending. The main difficulty to quantify its effect is to find suitable proxies to measure medical technological innovation. This paper's main contribution is the use of data on approved medical devices and drugs to proxy for medical technology. The effects of these variables on total real per capita health spending are estimated using a panel model for 18 Organisation for Economic Co‐operation and Development (OECD) countries covering the period 1981–2012. The results confirm the substantial cost‐increasing effect of medical technology, which accounts for almost 50% of the explained historical growth of spending. Despite the overall net positive effect of technology, the effect of two subgroups of approvals on expenditure is significantly negative. These subgroups can be thought of as representing ‘incremental medical innovation’, whereas the positive effects are related to radically innovative pharmaceutical products and devices. A separate time series model was estimated for the USA because the FDA approval data in fact only apply to the USA, while they serve as proxies for the other OECD countries. Our empirical model includes an indicator of obesity, and estimations confirm the substantial contribution of this lifestyle variable to health spending growth in the countries studied. Copyright © 2014 John Wiley & Sons, Ltd.

Suggested Citation

  • Peter Willemé & Michel Dumont, 2015. "Machines that Go ‘Ping’: Medical Technology and Health Expenditures in OECD Countries," Health Economics, John Wiley & Sons, Ltd., vol. 24(8), pages 1027-1041, August.
  • Handle: RePEc:wly:hlthec:v:24:y:2015:i:8:p:1027-1041
    DOI: 10.1002/hec.3089
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3089
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.3089?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Christian Hagist & Laurence Kotlikoff, 2005. "Who's Going Broke? Comparing Growth in Healthcare Costs in Ten OECD Countries," NBER Working Papers 11833, National Bureau of Economic Research, Inc.
    2. Grabowski, Henry, 2002. "Patents, Innovation and Access to New Pharmaceuticals," Working Papers 02-28, Duke University, Department of Economics.
    3. Andreas Werblow & Stefan Felder & Peter Zweifel, 2007. "Population ageing and health care expenditure: a school of ‘red herrings’?," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1109-1126, October.
    4. 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.
    5. Di Matteo, Livio, 2005. "The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time," Health Policy, Elsevier, vol. 71(1), pages 23-42, January.
    6. Narayan, Paresh Kumar, 2006. "Examining structural breaks and growth rates in international health expenditures," Journal of Health Economics, Elsevier, vol. 25(5), pages 877-890, September.
    7. Gianluca Baio & Laura Magazzini & Claudia Oglialoro & Fabio Pammolli & Massimo Riccaboni, 2005. "Medical Devices: Competitiveness and Impact on Public Health Expenditure," Working Papers CERM 05-2005, Competitività, Regole, Mercati (CERM).
    8. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
    9. Peter Zweifel & Stefan Felder & Markus Meiers, 1999. "Ageing of population and health care expenditure: a red herring?," Health Economics, John Wiley & Sons, Ltd., vol. 8(6), pages 485-496, September.
    10. Helmut Herwartz & Bernd Theilen, 2003. "The determinants of health care expenditure: testing pooling restrictions in small samples," Health Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 113-124, February.
    11. Frank R. Lichtenberg, 2012. "Pharmaceutical Innovation and Longevity Growth in 30 Developing and High-income Countries, 2000-2009," NBER Working Papers 18235, National Bureau of Economic Research, Inc.
    12. Francette Koechlin & Luca Lorenzoni & Paul Schreyer, 2010. "Comparing Price Levels of Hospital Services Across Countries: Results of Pilot Study," OECD Health Working Papers 53, OECD Publishing.
    13. Baltagi, Badi H. & Griffin, James M., 1997. "Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasoline," Journal of Econometrics, Elsevier, vol. 77(2), pages 303-327, April.
    14. John Nixon & Philippe Ulmann, 2006. "The relationship between health care expenditure and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(1), pages 7-18, March.
    15. 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.
    16. Rexford E. Santerre, 2011. "National and International Tests of the New Drug Cost Offset Theory," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 1033-1043, April.
    17. Henry Grabowski, 2002. "Patents, Innovation and Access to New Pharmaceuticals," Journal of International Economic Law, Oxford University Press, vol. 5(4), pages 849-860, December.
    18. repec:bla:scandj:v:85:y:1983:i:2:p:127-46 is not listed on IDEAS
    19. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
    20. Okunade, Albert A., 2004. "Concepts, measures, and models of technology and technical progress in medical care and health economics," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(3), pages 363-368, July.
    21. Jennifer Roberts, 1999. "Sensitivity of elasticity estimates for OECD health care spending: analysis of a dynamic heterogeneous data field," Health Economics, John Wiley & Sons, Ltd., vol. 8(5), pages 459-472, August.
    22. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    23. Jewell, Todd & Lee, Junsoo & Tieslau, Margie & Strazicich, Mark C., 2003. "Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks," Journal of Health Economics, Elsevier, vol. 22(2), pages 313-323, March.
    24. Blomqvist, A. G. & Carter, R. A. L., 1997. "Is health care really a luxury?," Journal of Health Economics, Elsevier, vol. 16(2), pages 207-229, April.
    25. Oecd, 2010. "Comparing Price Levels of Hospital Services Across Countries: Results of a Pilot Study," OECD Statistics Working Papers 2010/3, OECD Publishing.
    26. Baltagi, Badi H & Griffin, James M, 1988. "A General Index of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 20-41, February.
    27. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Karine Lamiraud & Stephane Lhuillery, 2016. "Endogenous Technology Adoption and Medical Costs," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1123-1147, September.
    2. Karine Lamiraud & Stéphane Lhuillery, 2015. "Endogenous Technology Adoption and Medical Costs," Working Papers hal-01218064, HAL.
    3. Son Hong Nghiem & Luke Brian Connelly, 2017. "Convergence and determinants of health expenditures in OECD countries," Health Economics Review, Springer, vol. 7(1), pages 1-11, December.
    4. Mauro Laudicella & Paolo Li Donni & Kim Rose Olsen & Dorte Gyrd‐Hansen, 2022. "Age, morbidity, or something else? A residual approach using microdata to measure the impact of technological progress on health care expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1184-1201, June.
    5. Karmann Alexander & Rösel Felix & Schneider Markus, 2016. "Produktivitätsmotor Gesundheitswirtschaft: Finanziert sich der medizinisch-technische Fortschritt selbst?," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 17(1), pages 54-67, April.
    6. Kris Ivanovski & Sefa Awaworyi Churchill, 2021. "Has healthcare expenditure converged across Australian states and territories?," Empirical Economics, Springer, vol. 61(6), pages 3401-3417, December.
    7. Elisabet Rodriguez Llorian & Janelle Mann, 2022. "Exploring the technology–healthcare expenditure nexus: a panel error correction approach," Empirical Economics, Springer, vol. 62(6), pages 3061-3086, June.
    8. Okunade, Albert A. & Osmani, Ahmad Reshad, 2018. "Technology, Productivity, and Costs in Healthcare," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-21.
    9. Aleksandra Torbica & Helen Banks & Cinzia Valzania & Giuseppe Boriani & Giovanni Fattore, 2017. "Investigating Regional Variation of Cardiac Implantable Electrical Device Implant Rates in European Healthcare Systems: What Drives Differences?," Health Economics, John Wiley & Sons, Ltd., vol. 26(S1), pages 30-45, February.
    10. Anne Mason & Idaira Rodriguez Santana & María José Aragón & Nigel Rice & Martin Chalkley & Raphael Wittenberg & Jose-Luis Fernandez, 2019. "Drivers of health care expenditure: Final report," Working Papers 169cherp, Centre for Health Economics, University of York.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Michel Dumont & Peter Willemé, 2013. "Working Paper 02-13 - Machines that go ‘ping’: medical technology and health expenditures in OECD countries," Working Papers 1302, Federal Planning Bureau, Belgium.
    2. Okunade, Albert A. & Osmani, Ahmad Reshad, 2018. "Technology, Productivity, and Costs in Healthcare," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-21.
    3. Fabio Pammolli & Francesco Porcelli & Francesco Vidoli & Monica Auteri & Guido Borà, 2017. "La spesa sanitaria delle Regioni in Italia - Saniregio2017," Working Papers CERM 01-2017, Competitività, Regole, Mercati (CERM).
    4. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    5. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
    6. Héctor Bellido & Lorena Olmos & Juan Antonio Román-Aso, 2019. "Do political factors influence public health expenditures? Evidence pre- and post-great recession," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 455-474, April.
    7. Elisabet Rodriguez Llorian & Janelle Mann, 2022. "Exploring the technology–healthcare expenditure nexus: a panel error correction approach," Empirical Economics, Springer, vol. 62(6), pages 3061-3086, June.
    8. Caravaggio, Nicola & Resce, Giuliano, 2023. "Enhancing Healthcare Cost Forecasting: A Machine Learning Model for Resource Allocation in Heterogeneous Regions," Economics & Statistics Discussion Papers esdp23090, University of Molise, Department of Economics.
    9. Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011. "Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
    10. Isabel Casas & Jiti Gao & Bin Peng & Shangyu Xie, 2021. "Time‐varying income elasticities of healthcare expenditure for the OECD and Eurozone," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 328-345, April.
    11. Thomas Barnay & Olivier Damette, 2012. "What drives Health Care Expenditure in France since 1950? A time-series study with structural breaks and nonlinearity approaches," Working Papers halshs-00856117, HAL.
    12. Gianluca Baio & Laura Magazzini & Claudia Oglialoro & Fabio Pammolli & Massimo Riccaboni, 2005. "Medical Devices: Competitiveness and Impact on Public Health Expenditure," Working Papers CERM 05-2005, Competitività, Regole, Mercati (CERM).
    13. Kamil Dybczak & Bartosz Przywara, 2010. "The role of technology in health care expenditure in the EU," European Economy - Economic Papers 2008 - 2015 400, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    14. Vitor Castro, 2017. "Pure, White and Deadly… Expensive: A Bitter Sweetness in Health Care Expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1644-1666, December.
    15. Fabio Pammolli & Massimo Riccaboni & Laura Magazzini, 2012. "The sustainability of European health care systems: beyond income and aging," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 623-634, October.
    16. Muhammad Arshad Khan & Muhammad Iftikhar Ul Husnain, 2019. "Is health care a luxury or necessity good? Evidence from Asian countries," International Journal of Health Economics and Management, Springer, vol. 19(2), pages 213-233, June.
    17. Maciej Lis, 2016. "Age or time-to-death – what drives health care expenditures? Panel data evidence from the OECD countries," IBS Working Papers 04/2016, Instytut Badan Strukturalnych.
    18. Thomas Barnay & Olivier Damette, 2012. "What drives Health Care Expenditure in France since 1950?," Working Papers hal-00717435, HAL.
    19. Roel van Elk & Esther Mot & P.H. Franses, 2009. "Modelling health care expenditures; overview of the literature and evidence from a panel time series model," CPB Discussion Paper 121.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Karine Lamiraud & Stephane Lhuillery, 2016. "Endogenous Technology Adoption and Medical Costs," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1123-1147, September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:hlthec:v:24:y:2015:i:8:p:1027-1041. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.