IDEAS home Printed from
   My bibliography  Save this paper

Finance versus costs for teaching hospitals in Spain



In this paper we analyse the observed systematic differences in costs for teaching hospitals (THhenceforth) in Spain. Concern has been voiced regarding the existence of a bias in the financing of TH’s has been raised once prospective budgets are in the arena for hospital finance, and claims for adjusting to take into account the ‘legitimate’ extra costs of teaching on hospital expenditure are well grounded. We focus on the estimation of the impact of teaching status on average cost. We used a version of a multiproduct hospital cost function taking into account some relevant factors from which to derive the observed differences. We assume that the relationship between the explanatory and the dependent variables follows a flexible form for each of the explanatory variables. We also model the underlying covariance structure of the data. We assumed two qualitatively different sources of variation: random effects and serial correlation. Random variation refers to both general level variation (through the random intercept) and the variation specifically related to teaching status. We postulate that the impact of the random effects is predominant over the impact of the serial correlation effects. The model is estimated by restricted maximum likelihood. Our results show that costs are 9% higher (15% in the case of median costs) in teaching than in non-teaching hospitals. That is, teaching status legitimately explains no more than half of the observed difference in actual costs. The impact on costs of the teaching factor depends on the number of residents, with an increase of 51.11% per resident for hospitals with fewer than 204 residents (third quartile of the number of residents) and 41.84% for hospitals with more than 204 residents. In addition, the estimated dispersion is higher among teaching hospitals. As a result, due to the considerable observed heterogeneity, results should be interpreted with caution. From a policy making point of view, we conclude that since a higher relative burden for medical training is under public hospital command, an explicit adjustment to the extra costs that the teaching factor imposes on hospital finance is needed, before hospital competition for inpatient services takes place.

Suggested Citation

  • Guillem López & Marc Sáez, 1998. "Finance versus costs for teaching hospitals in Spain," Economics Working Papers 265, Department of Economics and Business, Universitat Pompeu Fabra.
  • Handle: RePEc:upf:upfgen:265

    Download full text from publisher

    File URL:
    File Function: Whole Paper
    Download Restriction: no

    Other versions of this item:

    References listed on IDEAS

    1. Martin Gaynor & Gerard F. Anderson, 1991. "Hospital Costs and the Cost of Empty Hospital Beds," NBER Working Papers 3872, National Bureau of Economic Research, Inc.
    2. Guillem López Casasnovas & Adam Wagstaff, 1988. "La combinación de los factores productivos en el hospital: una aproximación a la función de producción," Investigaciones Economicas, Fundación SEPI, vol. 12(2), pages 305-327, May.
    3. 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.
    4. Barer, Morris L., 1982. "Case mix adjustment in hospital cost analysis : Information theory revisited," Journal of Health Economics, Elsevier, vol. 1(1), pages 53-80, May.
    5. Grannemann, Thomas W. & Brown, Randall S. & Pauly, Mark V., 1986. "Estimating hospital costs : A multiple-output analysis," Journal of Health Economics, Elsevier, vol. 5(2), pages 107-127, June.
    6. 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)


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

    Cited by:

    1. García Prieto, C., 2003. "La ineficiencia en costes de los hospitales del Insalud:un estudio detallado / Cost inefficiency in spanish public hospitals: A detailled stydy," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 21, pages 467-484, December.

    More about this item


    Cost functions; semi-parametric estimation; regression analysis; teaching hospitals; prospective payments;

    JEL classification:

    • I19 - Health, Education, and Welfare - - Health - - - Other
    • I10 - Health, Education, and Welfare - - Health - - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • H19 - Public Economics - - Structure and Scope of Government - - - Other
    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions


    Access and download statistics


    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:upf:upfgen:265. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (). General contact details of provider: .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.