IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v17y2008i3p335-350.html
   My bibliography  Save this article

Effects of ownership, subsidization and teaching activities on hospital costs in Switzerland

Author

Listed:
  • Mehdi Farsi
  • Massimo Filippini

Abstract

This paper explores the cost structure of Swiss hospitals, focusing on differences due to teaching activities and those related to ownership and subsidization types. A stochastic total cost frontier with a Cobb–Douglas functional form has been estimated for a panel of 148 general hospitals over the six‐year period from 1998 to 2003. Inpatient cases adjusted by DRG cost weights and ambulatory revenues are considered as two separate outputs. The adopted econometric specification allows for unobserved heterogeneity across hospitals. The results suggest that teaching activities are an important cost‐driving factor and hospitals that have a broader range of specialization are relatively more costly. The excess costs of university hospitals can be explained by more extensive teaching activities as well as the relative complexity of the offered medical treatments from a teaching point of view. However, even after controlling for such differences university hospitals have shown a relatively low cost‐efficiency especially in the first two or three years of the sample period. The analysis does not provide any evidence of significant efficiency differences across ownership/subsidy categories. Copyright © 2007 John Wiley & Sons, Ltd.

Suggested Citation

  • 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.
  • Handle: RePEc:wly:hlthec:v:17:y:2008:i:3:p:335-350
    DOI: 10.1002/hec.1268
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.1268
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.1268?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. Kumbhakar, Subal C., 1991. "Estimation of technical inefficiency in panel data models with firm- and time-specific effects," Economics Letters, Elsevier, vol. 36(1), pages 43-48, May.
    2. Silk Alvin J. & Berndt Ernst R., 2004. "Holding Company Cost Economies in the Global Advertising and Marketing Services Business," Review of Marketing Science, De Gruyter, vol. 2(1), pages 1-51, June.
    3. Quinn Weninger, 2003. "Estimating multiproduct costs when some outputs are not produced," Empirical Economics, Springer, vol. 28(4), pages 753-765, November.
    4. Dranove, David, 1998. "Economies of scale in non-revenue producing cost centers: Implications for hospital mergers," Journal of Health Economics, Elsevier, vol. 17(1), pages 69-83, January.
    5. Silk Alvin J. & Berndt Ernst R., 2004. "Holding Company Cost Economies in the Global Advertising and Marketing Services Business," Review of Marketing Science, De Gruyter, vol. 2(1), pages 1-51, June.
    6. Satbir Singh & Tim Coelli & Euan Fleming, 2001. "Performance of Dairy Plants in the Cooperative and Private Sectors in India," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 72(4), pages 453-479, December.
    7. William Greene, 2003. "Simulated Likelihood Estimation of the Normal-Gamma Stochastic Frontier Function," Journal of Productivity Analysis, Springer, vol. 19(2), pages 179-190, April.
    8. Mehdi Farsi & Massimo Filippini, 2006. "An Analysis of Efficiency and Productivity in Swiss Hospitals," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 142(I), pages 1-37, March.
    9. Sherman T. Folland & Richard A. Hofler, 2001. "How reliable are hospital efficiency estimates? Exploiting the dual to homothetic production," Health Economics, John Wiley & Sons, Ltd., vol. 10(8), pages 683-698, December.
    10. 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.
    11. Uwe Jensen, 2000. "Is it efficient to analyse efficiency rankings?," Empirical Economics, Springer, vol. 25(2), pages 189-208.
    12. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    13. Andrew Street, 2003. "How much confidence should we place in efficiency estimates?," Health Economics, John Wiley & Sons, Ltd., vol. 12(11), pages 895-907, November.
    14. William C. Horrace & Peter Schmidt, 2002. "Confidence Statements for Efficiency Estimates from Stochastic Frontier Models," Econometrics 0206006, University Library of Munich, Germany.
    15. Zuckerman, Stephen & Hadley, Jack & Iezzoni, Lisa, 1994. "Measuring hospital efficiency with frontier cost functions," Journal of Health Economics, Elsevier, vol. 13(3), pages 255-280, October.
    16. Miika Linna, 1998. "Measuring hospital cost efficiency with panel data models," Health Economics, John Wiley & Sons, Ltd., vol. 7(5), pages 415-427, August.
    17. Mehdi Farsi & Massimo Filippini & William Greene, 2005. "Efficiency Measurement in Network Industries: Application to the Swiss Railway Companies," Journal of Regulatory Economics, Springer, vol. 28(1), pages 69-90, July.
    18. Cornes,Richard, 1992. "Duality and Modern Economics," Cambridge Books, Cambridge University Press, number 9780521336017.
    19. Michael D. Rosko, 2001. "Cost efficiency of US hospitals: a stochastic frontier approach," Health Economics, John Wiley & Sons, Ltd., vol. 10(6), pages 539-551, September.
    20. Donald F. Vitaliano & Mark Toren, 1996. "Hospital Cost and Efficiency in a Regime of Stringent Regulation," Eastern Economic Journal, Eastern Economic Association, vol. 22(2), pages 161-175, Spring.
    21. Mehdi Farsi & Massimo Filippini, 2004. "An Empirical Analysis of Cost Efficiency in Non‐profit and Public Nursing Homes," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 75(3), pages 339-365, September.
    22. Skinner, Jonathan, 1994. "What do stochastic frontier cost functions tell us about inefficiency?," Journal of Health Economics, Elsevier, vol. 13(3), pages 323-328, October.
    23. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    24. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    25. Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2005. "Unobserved heterogeneity in stochastic cost frontier models: an application to Swiss nursing homes," Applied Economics, Taylor & Francis Journals, vol. 37(18), pages 2127-2141.
    26. Heshmati, Almas, 2002. "Productivity measurement in Swedish departments of gynecology and obstetrics," Structural Change and Economic Dynamics, Elsevier, vol. 13(3), pages 315-336, September.
    27. Vassilis H. Aletras, 1999. "A comparison of hospital scale effects in short‐run and long‐run cost functions," Health Economics, John Wiley & Sons, Ltd., vol. 8(6), pages 521-530, September.
    28. H. Shelton Brown, 2003. "Managed care and technical efficiency," Health Economics, John Wiley & Sons, Ltd., vol. 12(2), pages 149-158, February.
    29. Polachek, Solomon W & Yoon, Bong Joon, 1996. "Panel Estimates of a Two-Tiered Earnings Frontier," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(2), pages 169-178, March-Apr.
    30. Griffin, Ronald C. & Montgomery, John M. & Rister, M. Edward, 1987. "Selecting Functional Form In Production Function Analysis," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 12(2), pages 1-12, December.
    31. Newhouse, Joseph P., 1994. "Frontier estimation: How useful a tool for health economics?," Journal of Health Economics, Elsevier, vol. 13(3), pages 317-322, October.
    32. Massimo Filippini & Diego Lunati & Luca Crivelli, 2001. "Dimensione ottima degli ospedali in uno Stato federale," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2001(5).
    33. Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1990. "Production frontiers with cross-sectional and time-series variation in efficiency levels," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 185-200.
    34. Rowena Jacobs & Diane Dawson, 2003. "Hospital efficiency targets," Health Economics, John Wiley & Sons, Ltd., vol. 12(8), pages 669-684, August.
    35. Vita, Michael G., 1990. "Exploring hospital production relationships with flexible functional forms," Journal of Health Economics, Elsevier, vol. 9(1), pages 1-21, June.
    36. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    37. Tong Li & Robert Rosenman, 2001. "Estimating hospital costs with a generalized Leontief function," Health Economics, John Wiley & Sons, Ltd., vol. 10(6), pages 523-538, September.
    38. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    39. Sickles, Robin C., 2005. "Panel estimators and the identification of firm-specific efficiency levels in parametric, semiparametric and nonparametric settings," Journal of Econometrics, Elsevier, vol. 126(2), pages 305-334, June.
    40. Kim, H Youn, 1987. "Economies of Scale in Multi-product Firms: An Empirical Analysis," Economica, London School of Economics and Political Science, vol. 54(214), pages 185-206, May.
    41. Breyer, Friedrich, 1987. "The specification of a hospital cost function : A comment on the recent literature," Journal of Health Economics, Elsevier, vol. 6(2), pages 147-157, June.
    42. Adam Wagstaff & Guillem Lopez, 1996. "Hospital costs in Catalonia: a stochastic frontier analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 3(7), pages 471-474.
    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. Mehdi Farsi, 2008. "The temporal variation of cost-efficiency in Switzerland’s hospitals: an application of mixed models," Journal of Productivity Analysis, Springer, vol. 30(2), pages 155-168, October.
    2. Farsi, Mehdi & Filippini, Massimo, 2009. "An analysis of cost efficiency in Swiss multi-utilities," Energy Economics, Elsevier, vol. 31(2), pages 306-315, March.
    3. Mehdi Farsi & Massimo Filippini & Diego Lunati, 2008. "Economies of Scale and Efficiency Measurement in Switzerland's Nursing Homes," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(III), pages 359-378, September.
    4. Roberto Colombi & Gianmaria Martini & Giorgio Vittadini, 2017. "Determinants of transient and persistent hospital efficiency: The case of Italy," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 5-22, September.
    5. Mehdi Farsi & Aurelio Fetz & Massimo Filippini, 2007. "Benchmarking and Regulation in the Electricity Distribution Sector," CEPE Working paper series 07-54, CEPE Center for Energy Policy and Economics, ETH Zurich.
    6. Mehdi Farsi & Massimo Filippini & William Greene, 2006. "Application Of Panel Data Models In Benchmarking Analysis Of The Electricity Distribution Sector," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 77(3), pages 271-290, September.
    7. Valentin Zelenyuk & Zhichao Wang, 2023. "Random vs. Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals," CEPA Working Papers Series WP052023, School of Economics, University of Queensland, Australia.
    8. Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2005. "Unobserved heterogeneity in stochastic cost frontier models: an application to Swiss nursing homes," Applied Economics, Taylor & Francis Journals, vol. 37(18), pages 2127-2141.
    9. Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2006. "Cost Efficiency in Regional Bus Companies: An Application of Alternative Stochastic Frontier Models," Journal of Transport Economics and Policy, University of Bath, vol. 40(1), pages 95-118, January.
    10. Per J. Agrell & Mehdi Farsi & Massimo Filippini & Martin Koller, 2013. "Unobserved heterogeneous effects in the cost efficiency analysis of electricity distribution systems," Working Papers 0038, Swiss Economics.
    11. Farsi, Mehdi & Filippini, Massimo & Kuenzle, Michael, 2007. "Cost efficiency in the Swiss gas distribution sector," Energy Economics, Elsevier, vol. 29(1), pages 64-78, January.
    12. Martijn Ludwig & Frits Merode & Wim Groot, 2010. "Principal agent relationships and the efficiency of hospitals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(3), pages 291-304, June.
    13. Michael D. Rosko, 2001. "Cost efficiency of US hospitals: a stochastic frontier approach," Health Economics, John Wiley & Sons, Ltd., vol. 10(6), pages 539-551, September.
    14. Massimo Filippini & William Greene, 2016. "Persistent and transient productive inefficiency: a maximum simulated likelihood approach," Journal of Productivity Analysis, Springer, vol. 45(2), pages 187-196, April.
    15. Cyril Chang & Jennifer Troyer, 2009. "The impact of TennCare on hospital efficiency," Health Care Management Science, Springer, vol. 12(3), pages 201-216, September.
    16. Di Giorgio, L. & Filippini, M. & Masiero, G., 2015. "Structural and managerial cost differences in nonprofit nursing homes," Economic Modelling, Elsevier, vol. 51(C), pages 289-298.
    17. Almas Heshmati, 2003. "Productivity Growth, Efficiency and Outsourcing in Manufacturing and Service Industries," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 79-112, February.
    18. Stefan Meyer, 2015. "Payment schemes and cost efficiency: evidence from Swiss public hospitals," International Journal of Health Economics and Management, Springer, vol. 15(1), pages 73-97, March.
    19. Federico Belotti & Silvio Daidone & Giuseppe Ilardi & Vincenzo Atella, 2013. "Stochastic frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 13(4), pages 718-758, December.
    20. Sebastian Linde, 2023. "Hospital cost efficiency: an examination of US acute care inpatient hospitals," International Journal of Health Economics and Management, Springer, vol. 23(3), pages 325-344, 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:17:y:2008:i:3:p:335-350. 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.