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Style of practice and assortative mating: a recursive probit analysis of cesarean section scheduling in Italy

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Author Info
Daniele Fabbri ()
Chiara Monfardini ()

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Abstract

We study practice variation in scheduling of cesarean section delivery across public and private hospitals in Italy. Adopting a novel perspective, we look at the role played by patients’ preferences for the treatment. The recursive probit model is revisited as a useful tool to assess the presence of assortative mating of patients and provider driven by style of practice. According to our evidence the propensity to scheduling a cesarean section is codetermined with patient self-sorting into hospital types. We measure a significantly higher inclination to practice cesarean section scheduling in private hospitals and conclude that assortative mating is of minor relevance in our case, even if we cannot exclude it to be present.

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File URL: http://www.child-centre.it/papers/child06_2006.pdf
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Publisher Info
Paper provided by CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY in its series CHILD Working Papers with number wp06_06.

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Length: 21 pages
Date of creation: Feb 2006
Date of revision:
Handle: RePEc:wpc:wplist:wp06_06

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Related research
Keywords: practice variation; assortative mating; cesarean section scheduling; recursive probit model;

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Find related papers by JEL classification:
I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Jon Gruber & John Kim & Dina Mayzlin, 1998. "Physician Fees and Procedure Intensity: The Case of Cesarean Delivery," NBER Working Papers 6744, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Chiara Monfardini & Rosalba Radice, 2008. "Testing Exogeneity in the Bivariate Probit Model: A Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 271-282, 04. [Downloadable!] (restricted)
  3. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December. [Downloadable!] (restricted)
  4. Andrew Epstein & Sean Nicholson, 2005. "The Formation and Evolution of Physician Treatment Styles: An Application to Cesarean Sections," NBER Working Papers 11549, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Gruber, Jon & Kim, John & Mayzlin, Dina, 1999. "Physician fees and procedure intensity: the case of cesarean delivery," Journal of Health Economics, Elsevier, vol. 18(4), pages 473-490, August. [Downloadable!] (restricted)
  6. Phelps, Charles E., 2000. "Information diffusion and best practice adoption," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 5, pages 223-264 Elsevier. [Downloadable!] (restricted)
  7. Richard G. Frank, 2004. "Behavioral Economics and Health Economics," NBER Working Papers 10881, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  8. Thomas G. McGuire & Mark V. Pauly, 1991. "Physician Response to Fee Changes with Multiple Payers," Papers 0015, Boston University - Industry Studies Programme.
  9. Jonathan Gruber & Maria Owings, 1996. "Physician Financial Incentives and Cesarean Section Delivery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring. [Downloadable!] (restricted)
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  10. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-59, July. [Downloadable!] (restricted)
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  11. Andrew Epstein, 2005. "The Formation And Evolution Of Physician Treatment Styles: An Application To Cesarean Sections," Working Papers id:176, esocialsciences.com. [Downloadable!]
  12. John Geweke & Gautam Gowrisankaran & Robert J. Town, 2003. "Bayesian Inference for Hospital Quality in a Selection Model," Econometrica, Econometric Society, vol. 71(4), pages 1215-1238, 07. [Downloadable!] (restricted)
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  13. McGuire, Thomas G. & Pauly, Mark V., 1991. "Physician response to fee changes with multiple payers," Journal of Health Economics, Elsevier, vol. 10(4), pages 385-410. [Downloadable!] (restricted)
  14. Mandy Ryan & Jenny Hughes, 1997. "Using Conjoint Analysis to Assess Women's Preferences for Miscarriage Management," Health Economics, John Wiley & Sons, Ltd., vol. 6(3), pages 261-273.
  15. Cromwell, Jerry & Mitchell, Janet B., 1986. "Physician-induced demand for surgery," Journal of Health Economics, Elsevier, vol. 5(4), pages 293-313, December. [Downloadable!] (restricted)
  16. Dubay, Lisa & Kaestner, Robert & Waidmann, Timothy, 1999. "The impact of malpractice fears on cesarean section rates," Journal of Health Economics, Elsevier, vol. 18(4), pages 491-522, August. [Downloadable!] (restricted)
  17. San Miguel, Fernando & Ryan, Mandy & McIntosh, Emma, 2000. "Applying Conjoint Analysis in Economic Evaluations: An Application to Menorrhagia," Applied Economics, Taylor and Francis Journals, vol. 32(7), pages 823-33, June. [Downloadable!] (restricted)
  18. Svejnar, Jan, 1986. "Bargaining Power, Fear of Disagreement, and Wage Settlements: Theory and Evidence from U.S. Industry," Econometrica, Econometric Society, vol. 54(5), pages 1055-78, September. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Rainer Winkelmann, 2009. "Copula-based bivariate binary response models," Working Papers 0913, University of Zurich, Socioeconomic Institute. [Downloadable!]
  2. Sergi Jimenez-Martin & Jose M. Labeaga & Cristina Vilaplana Prieto, 2007. "Award errors and permanent disability benefits in Spain," Health, Econometrics and Data Group (HEDG) Working Papers 07/04, HEDG, c/o Department of Economics, University of York. [Downloadable!]
    Other versions:
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