Skip to main content
Top
Published in: Health Economics Review 1/2013

Open Access 01-12-2013 | Research

Patients’ mobility as an indicator for (in)efficiency:a panel data analysis on Italian health care authorities

Authors: Elisabetta Mafrolla, Eugenio D'Amico

Published in: Health Economics Review | Issue 1/2013

Login to get access

Abstract

This paper investigates the influence of internal managerial patterns of heath care authorities on the decision of patients to migrate towards different health care organizations to avail treatments. The efficiency and productivity issues are analyzed, considering the (passive) migration as a proxy for the (in)efficient service availed. We follow the “vote by feet” theorization by Tiebout , assuming that citizens can choose to avail a health treatment in a public service provider different from their resident one. The choice for a center that is far from home implies a negative judgment to the alternative health care supplier that is closer to the patient. Testing Fixed Effects Panel Model on a sample of Italian health care authorities, a strong correlation is found among variables in our model and some relevant dependence is tested between patients’ mobility behavior and their resident authorities’ efficiency in allocating resources on the proper operating cost. Spending in the proper way on health care could bring about an enhancement of performances. Instead, wasting resources is immediately perceived by the patient, who consequently seems to move to a different health care authority.
JEL code: M48
Literature
1.
go back to reference Hollingsworth B: The measurement of efficiency and productivity of health care delivery. Health Econ 2008,17(10):1107–1128. 10.1002/hec.1391PubMedCrossRef Hollingsworth B: The measurement of efficiency and productivity of health care delivery. Health Econ 2008,17(10):1107–1128. 10.1002/hec.1391PubMedCrossRef
2.
go back to reference Ferrier GD, Valdmanis VG: Do mergers improve hospital productivity? J Oper Res Soc 2004,55(10):1071–1080. 10.1057/palgrave.jors.2601738CrossRef Ferrier GD, Valdmanis VG: Do mergers improve hospital productivity? J Oper Res Soc 2004,55(10):1071–1080. 10.1057/palgrave.jors.2601738CrossRef
3.
go back to reference Hollingsworth B, Dawson PJ, Maniadakis N: Efficiency measurement of health care: a review of non-parametric methods and applications. Health Care Manag Sci 1999, 2: 161–172. 10.1023/A:1019087828488PubMedCrossRef Hollingsworth B, Dawson PJ, Maniadakis N: Efficiency measurement of health care: a review of non-parametric methods and applications. Health Care Manag Sci 1999, 2: 161–172. 10.1023/A:1019087828488PubMedCrossRef
4.
go back to reference Burgess JE, Wilson PW: Hospital ownership and technical inefficiency. Manage Sci 1996,42(1):110–123. 10.1287/mnsc.42.1.110CrossRef Burgess JE, Wilson PW: Hospital ownership and technical inefficiency. Manage Sci 1996,42(1):110–123. 10.1287/mnsc.42.1.110CrossRef
5.
go back to reference Rosko MD, Chilingerian JA, Zinn JS, Aaronson WE: The effects of ownership, operating environment, and strategic choices on nursing-home efficiency. Med Care 1995,33(10):1001–1021. 10.1097/00005650-199510000-00003PubMedCrossRef Rosko MD, Chilingerian JA, Zinn JS, Aaronson WE: The effects of ownership, operating environment, and strategic choices on nursing-home efficiency. Med Care 1995,33(10):1001–1021. 10.1097/00005650-199510000-00003PubMedCrossRef
6.
go back to reference Picone G, Chou S, Sloan F: Are for-profit hospital conversions harmful to patients and medicare? Rand J Econ 2002,33(3):507–523. 10.2307/3087470PubMedCrossRef Picone G, Chou S, Sloan F: Are for-profit hospital conversions harmful to patients and medicare? Rand J Econ 2002,33(3):507–523. 10.2307/3087470PubMedCrossRef
7.
go back to reference Harper J, Hauck K, Street A: Analysis of costs and efficiency in general surgery specialties in the United Kingdom. Eur J Health Econ 2001, 2: 150–157. 10.1007/s10198-001-0077-2CrossRef Harper J, Hauck K, Street A: Analysis of costs and efficiency in general surgery specialties in the United Kingdom. Eur J Health Econ 2001, 2: 150–157. 10.1007/s10198-001-0077-2CrossRef
8.
go back to reference Scutchfield FD, Bhandari MW, Lawhorn NA, Lamberth CD, Ingram RC: Public health performance. Am J Prev Med 2009,36(3):266–272. 10.1016/j.amepre.2008.11.007PubMedCrossRef Scutchfield FD, Bhandari MW, Lawhorn NA, Lamberth CD, Ingram RC: Public health performance. Am J Prev Med 2009,36(3):266–272. 10.1016/j.amepre.2008.11.007PubMedCrossRef
9.
go back to reference Farrell MJ: The measurement of productive efficiency (with discussion). J R Stat Soc A Stat Soc 1957,120(3):253–290. 10.2307/2343100CrossRef Farrell MJ: The measurement of productive efficiency (with discussion). J R Stat Soc A Stat Soc 1957,120(3):253–290. 10.2307/2343100CrossRef
10.
go back to reference Timmer CP: Using a probabilistic frontier production function to measure technical efficiency. J Polit Econ 1971, 79: 776–794. 10.1086/259787CrossRef Timmer CP: Using a probabilistic frontier production function to measure technical efficiency. J Polit Econ 1971, 79: 776–794. 10.1086/259787CrossRef
11.
go back to reference Sengupta JK: Production frontier estimation to measure efficiency: A critical evaluation in light of Data Envelopment Analysis. Manage Decis Econ 1987, 8: 93–99. 10.1002/mde.4090080203CrossRef Sengupta JK: Production frontier estimation to measure efficiency: A critical evaluation in light of Data Envelopment Analysis. Manage Decis Econ 1987, 8: 93–99. 10.1002/mde.4090080203CrossRef
12.
go back to reference Sherman DH: Interpreting hospital performance with financial statement analysis. Account Rev 1986,61(3):526–550. Sherman DH: Interpreting hospital performance with financial statement analysis. Account Rev 1986,61(3):526–550.
13.
go back to reference Stone M: How not to measure the efficiency of public services (and how one might). J R Stat Soc A Stat Soc 2002,165(3):405–434. Stone M: How not to measure the efficiency of public services (and how one might). J R Stat Soc A Stat Soc 2002,165(3):405–434.
14.
go back to reference Hulka B, Zyzanski S, Cassel J, Thompson S: Scale for the measurement of attitudes towards physicians and primary medical care. Med Care 1970,8(5):429–436. 10.1097/00005650-197009000-00010PubMedCrossRef Hulka B, Zyzanski S, Cassel J, Thompson S: Scale for the measurement of attitudes towards physicians and primary medical care. Med Care 1970,8(5):429–436. 10.1097/00005650-197009000-00010PubMedCrossRef
15.
go back to reference Nishimuzu M, Page NM: Total factor productivity growth, technological progress and technical efficiency change: dimensions of productivity change in Yugoslavia 1965–1978. Econ J 1982, 92: 920–936. 10.2307/2232675CrossRef Nishimuzu M, Page NM: Total factor productivity growth, technological progress and technical efficiency change: dimensions of productivity change in Yugoslavia 1965–1978. Econ J 1982, 92: 920–936. 10.2307/2232675CrossRef
16.
go back to reference Färe R, Grosskopf S, Lindgren B, Poullier JP: Productivity growth in health care delivery. Med Care 1997,35(4):354–366. 10.1097/00005650-199704000-00006PubMedCrossRef Färe R, Grosskopf S, Lindgren B, Poullier JP: Productivity growth in health care delivery. Med Care 1997,35(4):354–366. 10.1097/00005650-199704000-00006PubMedCrossRef
17.
go back to reference Malmquist S: Index numbers and indifference surfaces. Trabajos de Estatistics 1953, 4: 209–242. 10.1007/BF03006863CrossRef Malmquist S: Index numbers and indifference surfaces. Trabajos de Estatistics 1953, 4: 209–242. 10.1007/BF03006863CrossRef
18.
go back to reference Shepherd R: Cost and Production Functions. Princeton, U.S.: Princeton Univ. Press; 1953. Shepherd R: Cost and Production Functions. Princeton, U.S.: Princeton Univ. Press; 1953.
19.
go back to reference Hollingsworth B: Revolution, evolution, or status quo? Guidelines for efficiency measurement in health care. J Prod Anal 2012,37(1):1–5. 10.1007/s11123-011-0221-7CrossRef Hollingsworth B: Revolution, evolution, or status quo? Guidelines for efficiency measurement in health care. J Prod Anal 2012,37(1):1–5. 10.1007/s11123-011-0221-7CrossRef
20.
go back to reference Hood C: The new public management in the 1980s: variations on a theme. J Account Org Soc 1995,20(2/3):93–109.CrossRef Hood C: The new public management in the 1980s: variations on a theme. J Account Org Soc 1995,20(2/3):93–109.CrossRef
21.
go back to reference Gill L, White L: A critical review of patient satisfaction. Leadersh Health Serv 2009,22(1):8–19. 10.1108/17511870910927994CrossRef Gill L, White L: A critical review of patient satisfaction. Leadersh Health Serv 2009,22(1):8–19. 10.1108/17511870910927994CrossRef
22.
go back to reference Kenagy JW, Berwick DM, Shore MF: Service quality in health care. J Am Med Assoc 1999,281(7):661–665. 10.1001/jama.281.7.661CrossRef Kenagy JW, Berwick DM, Shore MF: Service quality in health care. J Am Med Assoc 1999,281(7):661–665. 10.1001/jama.281.7.661CrossRef
23.
go back to reference Crowe R, Gage H, Hampson S, Hart J, Kimber A, Storey L, Thomas H: The measurement of satisfaction with healthcare: implications for practice from a systematic review of the literature. Health Technol Assess 2002,32(6):1–244. Crowe R, Gage H, Hampson S, Hart J, Kimber A, Storey L, Thomas H: The measurement of satisfaction with healthcare: implications for practice from a systematic review of the literature. Health Technol Assess 2002,32(6):1–244.
24.
go back to reference Urden KD: Patient satisfaction measurement: current issues and implications. Outcomes Manag 2002,6(6):125–131.PubMed Urden KD: Patient satisfaction measurement: current issues and implications. Outcomes Manag 2002,6(6):125–131.PubMed
25.
go back to reference Barbetta GP, Turati G: L'analisi dell'efficienza tecnica nel settore della sanità. Un'applicazione al caso della Lombardia. Economia Pubblica 2001,31(2):97–127. Barbetta GP, Turati G: L'analisi dell'efficienza tecnica nel settore della sanità. Un'applicazione al caso della Lombardia. Economia Pubblica 2001,31(2):97–127.
26.
go back to reference Canta C, Piacenza M, Turati G: Riforme del Servizio Sanitario Nazionale e dinamica dell’efficienza ospedaliera in Piemonte. Politica Economica 2006,36(2):157–191. Canta C, Piacenza M, Turati G: Riforme del Servizio Sanitario Nazionale e dinamica dell’efficienza ospedaliera in Piemonte. Politica Economica 2006,36(2):157–191.
27.
go back to reference de Rosis F, Pizzutilo S: A multiple regression model to look into the possible consequences of organizing a national health service in Italy. Socio-Econ Plan Sci 1982,16(2):85–94. 10.1016/0038-0121(82)90004-0CrossRef de Rosis F, Pizzutilo S: A multiple regression model to look into the possible consequences of organizing a national health service in Italy. Socio-Econ Plan Sci 1982,16(2):85–94. 10.1016/0038-0121(82)90004-0CrossRef
28.
go back to reference Fabbri D: Riforma sanitaria e produzione ospedaliera. Economia pubblica 2000,30(1):132–164. Fabbri D: Riforma sanitaria e produzione ospedaliera. Economia pubblica 2000,30(1):132–164.
29.
go back to reference Giuffrida A, Lapecorella F, Pignataro G: Organizzazione dell'assistenza ospedaliera: un'analisi dell'efficienza delle aziende ospedaliere e dei presidi ospedalieri. Economia pubblica 2000, 4: 101–124. Giuffrida A, Lapecorella F, Pignataro G: Organizzazione dell'assistenza ospedaliera: un'analisi dell'efficienza delle aziende ospedaliere e dei presidi ospedalieri. Economia pubblica 2000, 4: 101–124.
30.
go back to reference Dell’Anno R, Longo F: Un’Analisi dell’efficienza di scala e di costo del Sistema Sanitario Pugliese. Economia Pubblica 2009,39(5–6):99–132. Dell’Anno R, Longo F: Un’Analisi dell’efficienza di scala e di costo del Sistema Sanitario Pugliese. Economia Pubblica 2009,39(5–6):99–132.
31.
go back to reference Tiebout CH: A pure theory of local expenditures. J Polit Econ 1956,64(5):416–424. 10.1086/257839CrossRef Tiebout CH: A pure theory of local expenditures. J Polit Econ 1956,64(5):416–424. 10.1086/257839CrossRef
32.
go back to reference Kao EPC, Tung GG: Bed allocation in a public health care delivery system. Manage Sci 1981,27(5):507–520. 10.1287/mnsc.27.5.507CrossRef Kao EPC, Tung GG: Bed allocation in a public health care delivery system. Manage Sci 1981,27(5):507–520. 10.1287/mnsc.27.5.507CrossRef
33.
go back to reference Smith HL, Fottler MD, Saxberg BO: Cost containment in health care: a model for management research. Acad Manage Rev 1981,6(3):397–407.PubMed Smith HL, Fottler MD, Saxberg BO: Cost containment in health care: a model for management research. Acad Manage Rev 1981,6(3):397–407.PubMed
34.
go back to reference Draper N, Smith H: Applied Regression Analysis. 3rd edition. New York: Wiley; 1998. Draper N, Smith H: Applied Regression Analysis. 3rd edition. New York: Wiley; 1998.
Metadata
Title
Patients’ mobility as an indicator for (in)efficiency:a panel data analysis on Italian health care authorities
Authors
Elisabetta Mafrolla
Eugenio D'Amico
Publication date
01-12-2013
Publisher
Springer Berlin Heidelberg
Published in
Health Economics Review / Issue 1/2013
Electronic ISSN: 2191-1991
DOI
https://doi.org/10.1186/2191-1991-3-3

Other articles of this Issue 1/2013

Health Economics Review 1/2013 Go to the issue