IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v22y2013i2p212-223.html
   My bibliography  Save this article

Production Cost Structure In Us Outpatient Physical Therapy Health Care

Author

Listed:
  • Gregory G. Lubiani
  • Albert A. Okunade

Abstract

This paper investigates the technology cost structure in US physical therapy care. We exploit formal economic theories and a rich national data of providers to tease out implications for operational cost efficiencies. The 2008–2009 dataset comprising over 19 000 bi‐weekly, site‐specific physical therapy center observations across 28 US states and Occupational Employment Statistics data (Bureau of Labor Statistics) includes measures of output, three labor types (clinical, support, and administrative), and facilities (capital). We discuss findings from the iterative seemingly unrelated regression estimation system model. The generalized translog cost estimates indicate a well‐behaved underlying technology structure. We also find the following: (i) factor demands are downwardly sloped; (ii) pair‐wise factor relationships largely reflect substitutions; (iii) factor demand for physical therapists is more inelastic compared with that for administrative staff; and (iv) diminishing scale economies exist at the 25%, 50%, and 75% output (patient visits) levels. Our findings advance the timely economic understanding of operations in an increasingly important segment of the medical care sector that has, up‐to‐now (because of data paucity), been missing from healthcare efficiency analysis. Our work further provides baseline estimates for comparing operational efficiencies in physical therapy care after implementations of the 2010 US healthcare reforms. Copyright © 2012 John Wiley & Sons, Ltd.

Suggested Citation

  • Gregory G. Lubiani & Albert A. Okunade, 2013. "Production Cost Structure In Us Outpatient Physical Therapy Health Care," Health Economics, John Wiley & Sons, Ltd., vol. 22(2), pages 212-223, February.
  • Handle: RePEc:wly:hlthec:v:22:y:2013:i:2:p:212-223
    DOI: 10.1002/hec.2798
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.2798
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.2798?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
    ---><---

    References listed on IDEAS

    as
    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. Charles Blackorby & Daniel Primont & R. Russell, 2007. "The Morishima gross elasticity of substitution," Journal of Productivity Analysis, Springer, vol. 28(3), pages 203-208, December.
    3. Hadley, Jack & Zuckerman, Stephen, 1994. "The role of efficiency measurement in hospital rate setting," Journal of Health Economics, Elsevier, vol. 13(3), pages 335-340, October.
    4. Rajiv D. Banker & Robert F. Conrad & Robert P. Strauss, 1986. "A Comparative Application of Data Envelopment Analysis and Translog Methods: An Illustrative Study of Hospital Production," Management Science, INFORMS, vol. 32(1), pages 30-44, January.
    5. Blackorby, Charles & Russell, R Robert, 1989. "Will the Real Elasticity of Substitution Please Stand Up? (A Comparison of the Allen/Uzawa and Morishima Elasticities)," American Economic Review, American Economic Association, vol. 79(4), pages 882-888, September.
    6. Subhash C. Ray, 1982. "A Translog Cost Function Analysis of U.S. Agriculture, 1939–77," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(3), pages 490-498.
    7. Suraratdecha, Chutima & Okunade, Albert A., 2006. "Measuring operational efficiency in a health care system: A case study from Thailand," Health Policy, Elsevier, vol. 77(1), pages 2-23, June.
    8. Jensen, Gail A & Morrisey, Michael A, 1986. "The Role of Physicians in Hospital Production," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 432-442, August.
    9. Bhattacharya Jayanta & Cutler David M. & Goldman Dana P. & Hurd Michael D. & Joyce Geoffrey F. & Lakdawalla Darius N. & Panis Constantijn W. A. & Shang Baoping, 2004. "Disability Forecasts and Future Medicare Costs," Forum for Health Economics & Policy, De Gruyter, vol. 7(1), pages 1-22, January.
    10. Kavoi, Mutuku Muendo & Hoag, Dana L. & Pritchett, James G., 2009. "Production structure and derived demand for factor inputs in smallholder dairying in Kenya," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 3(2), pages 1-22, September.
    11. Albert A. Okunade & Chutima Suraratdecha, 1998. "Cost efficiency, factor interchange, and technical progress in US specialized hospital pharmacies," Health Economics, John Wiley & Sons, Ltd., vol. 7(4), pages 363-371, June.
    12. Bölük, Gülden & Koç, A. Ali, 2010. "Electricity demand of manufacturing sector in Turkey: A translog cost approach," Energy Economics, Elsevier, vol. 32(3), pages 609-615, May.
    13. Hanoch, Giora, 1975. "The Elasticity of Scale and the Shape of Average Costs," American Economic Review, American Economic Association, vol. 65(3), pages 492-497, June.
    14. Reinhardt, U, 1972. "A Product Function for Physician Services," The Review of Economics and Statistics, MIT Press, vol. 54(1), pages 55-66, February.
    15. Vita, Michael G., 1990. "Exploring hospital production relationships with flexible functional forms," Journal of Health Economics, Elsevier, vol. 9(1), pages 1-21, June.
    Full references (including those not matched with items on IDEAS)

    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. Suraratdecha, Chutima & Okunade, Albert A., 2006. "Measuring operational efficiency in a health care system: A case study from Thailand," Health Policy, Elsevier, vol. 77(1), pages 2-23, June.
    2. Albert A. Okunade & Chutima Suraratdecha, 1998. "Cost efficiency, factor interchange, and technical progress in US specialized hospital pharmacies," Health Economics, John Wiley & Sons, Ltd., vol. 7(4), pages 363-371, June.
    3. Albert A. Okunade, 2003. "Are Factor Substitutions in HMO Industry Operations Cost Saving?," Southern Economic Journal, John Wiley & Sons, vol. 69(4), pages 800-821, April.
    4. Albert Okunade & Vasudeva Murthy, 2008. "Are physician and non-physician providers of outpatient mental healthcare substitutes or complements? a conceptual clarification," Health Care Management Science, Springer, vol. 11(4), pages 393-398, December.
    5. Monica Giancotti & Annamaria Guglielmo & Marianna Mauro, 2017. "Efficiency and optimal size of hospitals: Results of a systematic search," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-40, March.
    6. Chang, Hsihui & Cheng, Mei-Ai & Das, Somnath, 2004. "Hospital ownership and operating efficiency: Evidence from Taiwan," European Journal of Operational Research, Elsevier, vol. 159(2), pages 513-527, December.
    7. Carol Propper & John Van Reenen, 2010. "Can Pay Regulation Kill? Panel Data Evidence on the Effect of Labor Markets on Hospital Performance," Journal of Political Economy, University of Chicago Press, vol. 118(2), pages 222-273, April.
    8. Rowena Jacobs, 2000. "Alternative methods to examine hospital efficiency: Data Envelopment Analysis and Stochastic Frontier Analysis," Working Papers 177chedp, Centre for Health Economics, University of York.
    9. Hajargasht, Gholamreza & Coelli, Tim & Rao, D.S. Prasada, 2008. "A dual measure of economies of scope," Economics Letters, Elsevier, vol. 100(2), pages 185-188, August.
    10. Galina Besstremyannaya, 2015. "Heterogeneous effect of residency matching and prospective payment on labor returns and hospital scale economies," Discussion Papers 15-001, Stanford Institute for Economic Policy Research.
    11. Noah J Miller & Jason S Bergtold & Allen M Featherstone, 2019. "Economic elasticities of input substitution using data envelopment analysis," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-15, August.
    12. William A. Barnett & Isaac Kalonda Kanyama, 2013. "Time-varying parameters in the almost ideal demand system and the Rotterdam model: will the best specification please stand up?," Applied Economics, Taylor & Francis Journals, vol. 45(29), pages 4169-4183, October.
    13. Mehdi Farsi & Massimo Filippini, 2008. "Effects of ownership, subsidization and teaching activities on hospital costs in Switzerland," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 335-350, March.
    14. Cremieux, Pierre-Yves & Ouellette, Pierre, 2001. "Omitted variable bias and hospital costs," Journal of Health Economics, Elsevier, vol. 20(2), pages 271-282, March.
    15. David Stern, 2011. "Elasticities of substitution and complementarity," Journal of Productivity Analysis, Springer, vol. 36(1), pages 79-89, August.
    16. Grosskopf, S. & Margaritis, D. & Valdmanis, V., 1995. "Estimating output substitutability of hospital services: A distance function approach," European Journal of Operational Research, Elsevier, vol. 80(3), pages 575-587, February.
    17. Elena Burmistrova & Sergey Lobanov, 2018. "The Allen--Uzawa elasticity of substitution for nonhomogeneous production functions," Papers 1802.06885, arXiv.org.
    18. Lukas Kwietniewski & Mareike Heimeshoff & Jonas Schreyögg, 2017. "Estimation of a physician practice cost function," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(4), pages 481-494, May.
    19. Anthony Scott & David Parkin, 1995. "Investigating hospital efficiency in the new NHS: The role of the translog cost function," Health Economics, John Wiley & Sons, Ltd., vol. 4(6), pages 467-478, November.
    20. Andrew Worthington, 1999. "An Empirical Survey Of Frontier Efficiency Measurement Techniques In Healthcare Services," School of Economics and Finance Discussion Papers and Working Papers Series 067, School of Economics and Finance, Queensland University of Technology.

    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:22:y:2013:i:2:p:212-223. 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.