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A Comparative Application of Data Envelopment Analysis and Translog Methods: An Illustrative Study of Hospital Production

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  1. Daniele Fabbri, 2000. "Riforma sanitaria e produzione ospedaliera," Politica economica, Società editrice il Mulino, issue 1, pages 131-164.
  2. Schang, Laura & Hynninen, Yrjänä & Morton, Alec & Salo, Ahti, 2016. "Developing robust composite measures of healthcare quality – Ranking intervals and dominance relations for Scottish Health Boards," Social Science & Medicine, Elsevier, vol. 162(C), pages 59-67.
  3. Lukas Steinmann & Gunnar Dittrich & Alexander Karmann & Peter Zweifel, 2004. "Measuring and comparing the (in)efficiency of German and Swiss hospitals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 5(3), pages 216-226, September.
  4. Butler, Timothy W. & Li, Ling, 2005. "The utility of returns to scale in DEA programming: An analysis of Michigan rural hospitals," European Journal of Operational Research, Elsevier, vol. 161(2), pages 469-477, March.
  5. N. Maniadakis & N. Kotsopoulos & P. Prezerakos & J. Yfantopoulos, 2009. "Health Care Services Performance Measurement: Theory, Methods and Empirical Evidence," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 151-170.
  6. Richard Bozec & Mohamed Dia & Gaétan Breton, 2006. "Ownership–efficiency relationship and the measurement selection bias," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(5), pages 733-754, December.
  7. 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.
  8. George E. Halkos & Nickolaos G. Tzeremes & Stavros A. Kourtzidis, 2010. "An application of statistical interference in DEA models: An analysis of public owned university departments' efficiency," EERI Research Paper Series EERI_RP_2010_17, Economics and Econometrics Research Institute (EERI), Brussels.
  9. Chien-Ming Chen & Magali A. Delmas & Marvin B. Lieberman, 2015. "Production frontier methodologies and efficiency as a performance measure in strategic management research," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 19-36, January.
  10. Madau, Fabio A., 2015. "Technical and Scale Efficiency in the Italian Citrus Farming: Comparison between SFA and DEA Approaches," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 16(2), pages 1-13.
  11. Goncharuk, Anatoliy G. & Storto, Corrado lo, 2017. "Challenges and policy implications of gas reform in Italy and Ukraine: Evidence from a benchmarking analysis," Energy Policy, Elsevier, vol. 101(C), pages 456-466.
  12. 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.
  13. J. Cummins & Hongmin Zi, 1998. "Comparison of Frontier Efficiency Methods: An Application to the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 10(2), pages 131-152, October.
  14. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
  15. Shuguang Lin & Paul Rouse & Ying-Ming Wang & Lin Lin & Zhen-Quan Zheng, 2023. "Performance measurement of nonhomogeneous Hong Kong hospitals using directional distance functions," Health Care Management Science, Springer, vol. 26(2), pages 330-343, June.
  16. Javier Salinas-Jimenez & Peter Smith, 1994. "Data envelopment analysis applied to quality in primary health care," Working Papers 124chedp, Centre for Health Economics, University of York.
  17. 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.
  18. Po-Chin Wu & Chiung-Wen Fan & Sheng-Chieh Pan, 2014. "Does Human Development Index Provide Rational Development Rankings? Evidence from Efficiency Rankings in Super Efficiency Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(2), pages 647-658, April.
  19. Nozick, Linda K. & Borderas, Hector & Meyburg, Arnim H., 1998. "Evaluation of travel demand measures and programs: a data envelopment analysis approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(5), pages 331-343, September.
  20. Gary Ferrier & Hervé Leleu & James Moises & Vivian Valdmanis, 2013. "The Focus Efficiency of U.S. Hospitals," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 41(3), pages 241-263, September.
  21. Jean-Philippe Boussemart & Herv頌eleu & Vivian Valdmanis, 2015. "A two-stage translog marginal cost pricing approach for Floridian hospital outputs," Applied Economics, Taylor & Francis Journals, vol. 47(38), pages 4116-4127, August.
  22. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
  23. Yu, Chunyan, 1998. "The effects of exogenous variables in efficiency measurement--A monte carlo study," European Journal of Operational Research, Elsevier, vol. 105(3), pages 569-580, March.
  24. Khem Sharma & Pingsun Leung & Halina Zaleski, 1997. "Productive Efficiency of the Swine Industry in Hawaii: Stochastic Frontier vs. Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 8(4), pages 447-459, November.
  25. Joon Mahn Lee & Rahul Kapoor, 2017. "Complementarities and Coordination: Implications for Governance Mode and Performance of Multiproduct Firms," Organization Science, INFORMS, vol. 28(5), pages 931-946, October.
  26. Brenda Gannon, 2005. "Testing for Variation in Technical Efficiency of Hospitals in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 36(3), pages 273-294.
  27. Shokhrukh-Mirzo Jalilov & Mohammed Mainuddin & Md. Maniruzzaman & Md. Mahbubul Alam & Md. Towfiqul Islam & Md. Jahangir Kabir, 2019. "Efficiency in the Rice Farming: Evidence from Northwest Bangladesh," Agriculture, MDPI, vol. 9(11), pages 1-14, November.
  28. Zanakis, Stelios H. & Mandakovic, Tomislav & Gupta, Sushil K. & Sahay, Sundeep & Hong, Sungwan, 1995. "A review of program evaluation and fund allocation methods within the service and government sectors," Socio-Economic Planning Sciences, Elsevier, vol. 29(1), pages 59-79, March.
  29. Diogo Ferraz & Enzo B. Mariano & Daisy Rebelatto & Dominik Hartmann, 2020. "Linking Human Development and the Financial Responsibility of Regions: Combined Index Proposals Using Methods from Data Envelopment Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(2), pages 439-478, July.
  30. Eduardo Ley, 1991. "Eficiencia productiva: un estudio aplicado al sector hospitalario," Investigaciones Economicas, Fundación SEPI, vol. 15(1), pages 71-88, January.
  31. L. Steinmann & P. Zweifel, 2003. "On the (in)efficiency of Swiss hospitals," Applied Economics, Taylor & Francis Journals, vol. 35(3), pages 361-370.
  32. Robert Rosenman & Kris Siddharthan & Melissa Ahern, 1997. "Output Efficiency of Health Maintenance Organizations in Florida," Health Economics, John Wiley & Sons, Ltd., vol. 6(3), pages 295-302, May.
  33. Rozpędowska-Matraszek Danuta J., 2020. "Efficiency Frontiers in Treating Lifestyle Diseases," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 341-359, June.
  34. Akkan, Can & Karadayi, Melis Almula & Ekinci, Yeliz & Ülengin, Füsun & Uray, Nimet & Karaosmanoğlu, Elif, 2020. "Efficiency analysis of emergency departments in metropolitan areas," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
  35. Nupia Oscar Andrés & Fabio Sánchez, 2001. "Eficiencia de los hospitales públicos de Bogotá," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, September.
  36. Johnes, Jill, 1996. "Performance assessment in higher education in Britain," European Journal of Operational Research, Elsevier, vol. 89(1), pages 18-33, February.
  37. Delmas, Magali & Tokat, Yesim, 2003. "Deregulation Process, Governance Structures and Efficiency: The U.S. Electric Utility Sector," Research Papers 1790, Stanford University, Graduate School of Business.
  38. Gunnar Dittrich & Alexander Karmann & Lukas Steinmann & Peter Zweifel, 2005. "Effiziente Krankenhäuser? : ein Vergleich sächsischer und schweizerischer Krankenhäuser," ifo Dresden berichtet, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(02), pages 9-18, 04.
  39. Chilingerian, Jon A., 1995. "Evaluating physician efficiency in hospitals: A multivariate analysis of best practices," European Journal of Operational Research, Elsevier, vol. 80(3), pages 548-574, February.
  40. Chang, Hsi-Hui, 1998. "Determinants of Hospital Efficiency: the Case of Central Government-owned Hospitals in Taiwan," Omega, Elsevier, vol. 26(2), pages 307-317, April.
  41. Bjurek, Hans & Hjalmarsson, Lennart & Forsund, Finn R., 1989. "Productivity Change in Public Service - The Case of Swedish Social Insurance Offices," Working Paper Series 253, Research Institute of Industrial Economics.
  42. Madau, Fabio A., 2012. "Technical and scale efficiency in the Italian Citrus Farming: A comparison between Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis(DEA) Models," MPRA Paper 41403, University Library of Munich, Germany.
  43. Bozec, Richard & Dia, Mohamed, 2007. "Board structure and firm technical efficiency: Evidence from Canadian state-owned enterprises," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1734-1750, March.
  44. Tzeremes, Nickolaos & Halkos, George, 2010. "A DEA approach for measuring university departments’ efficiency," MPRA Paper 24029, University Library of Munich, Germany.
  45. Bifulco, Robert & Bretschneider, Stuart, 2001. "Estimating school efficiency: A comparison of methods using simulated data," Economics of Education Review, Elsevier, vol. 20(5), pages 417-429, October.
  46. Yongjun Li & Xiyang Lei & Alec Morton, 2019. "Performance evaluation of nonhomogeneous hospitals: the case of Hong Kong hospitals," Health Care Management Science, Springer, vol. 22(2), pages 215-228, June.
  47. Chen, Andrew & Hwang, Yuhchang & Shao, Benjamin, 2005. "Measurement and sources of overall and input inefficiencies: Evidences and implications in hospital services," European Journal of Operational Research, Elsevier, vol. 161(2), pages 447-468, March.
  48. Miryam Daoud Marrakchi & Hédi Essid, 2019. "Efficiency Assessment of Tunisian Public hospitals Using Data Envelopment Analysis (DEA)," Working Papers 1291, Economic Research Forum, revised 2019.
  49. Banker, Rajiv D. & Chang, Hsihui, 1995. "A simulation study of hypothesis tests for differences in efficiencies," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 37-54, April.
  50. Nathalie Bosmans & Fabienne Fecher, 1995. "Performance of Belgian hospitals: A frontier approach," Health Economics, John Wiley & Sons, Ltd., vol. 4(5), pages 389-397, September.
  51. Singh, Shweta & Murthi, B.P.S. & Steffes, Erin, 2013. "Developing a measure of risk adjusted revenue (RAR) in credit cards market: Implications for customer relationship management," European Journal of Operational Research, Elsevier, vol. 224(2), pages 425-434.
  52. Papadas, Christos T. & Dahl, Dale C., 1991. "Technical Efficiency And Farm Size: A Non-Parametric Frontier Analysis," Staff Papers 13679, University of Minnesota, Department of Applied Economics.
  53. Olesen, O. B., 1995. "Some unsolved problems in data envelopment analysis: A survey," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 5-36, April.
  54. John W. Boudreau, 2004. "50th Anniversary Article: Organizational Behavior, Strategy, Performance, and Design in Management Science," Management Science, INFORMS, vol. 50(11), pages 1463-1476, November.
  55. Homburg, Carsten, 2001. "Using data envelopment analysis to benchmark activities," International Journal of Production Economics, Elsevier, vol. 73(1), pages 51-58, August.
  56. Halkos, George E. & Tzeremes, Nickolaos G., 2011. "A conditional nonparametric analysis for measuring the efficiency of regional public healthcare delivery: An application to Greek prefectures," Health Policy, Elsevier, vol. 103(1), pages 73-82.
  57. Dino Rizzi & Vincenzo Rebba, 2006. "Measuring Hospital Efficiency through Data Envelopment Analysis when Policy-makers� Preferences Matter. An Application to a sample of Italian NHS hospitals," Working Papers 2006_13, Department of Economics, University of Venice "Ca' Foscari".
  58. Gunnar Dittrich & Alexander Karmann & Lukas Steinmann & Peter Zweifel, 2005. "Effiziente Krankenhäuser? : ein Vergleich sächsischer und schweizerischer Krankenhäuser," ifo Dresden berichtet, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(02), pages .9-18, April.
  59. Mohamed Dia & Amirmohsen Golmohammadi & Pawoumodom M. Takouda, 2020. "Relative Efficiency of Canadian Banks: A Three-Stage Network Bootstrap DEA," JRFM, MDPI, vol. 13(4), pages 1-25, April.
  60. Mohamed Dia & Pawoumodom M. Takouda & Amirmohsen Golmohammadi, 2022. "Assessing the performance of Canadian credit unions using a three-stage network bootstrap DEA," Annals of Operations Research, Springer, vol. 311(2), pages 641-673, April.
  61. Touqeer Abbas & Muhammad Amir Aslam & Muhammad Waqas, 2011. "Analyzing the Efficiency Differences among Basic Health Units in Sargodha District," Journal of Economics and Behavioral Studies, AMH International, vol. 3(1), pages 42-50.
  62. Fengyi Lin & Yung-Jr Deng & Wen-Min Lu & Qian Long Kweh, 2019. "Impulse response function analysis of the impacts of hospital accreditations on hospital efficiency," Health Care Management Science, Springer, vol. 22(3), pages 394-409, September.
  63. O'Neill, Liam & Rauner, Marion & Heidenberger, Kurt & Kraus, Markus, 2008. "A cross-national comparison and taxonomy of DEA-based hospital efficiency studies," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 158-189, September.
  64. Benita Maldonado, Francisco J. & Gaytán Alfaro, Edgar D. & Rodallegas Portillo, Mayra C., 2012. "Un estudio no paramétrico de eficiencia para la minería de Zacatecas, México || A Non-Parametric Approach to Efficiency for Mining in Zacatecas, Mexico," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 14(1), pages 54-75, December.
  65. R. Banker & W. Cooper & E. Grifell-Tajté & Jesús Pastor & Paul Wilson & Eduardo Ley & C. Lovell, 1994. "Validation and generalization of DEA and its uses," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 249-314, December.
  66. 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.
  67. Abbas, Touqeer & Awan, Masood Sarwar & Aslam, Muhammad Amir & Waqas, Muhammad, 2011. "Analyzing the efficiency differences among basic health units in Sargodha District," MPRA Paper 32244, University Library of Munich, Germany.
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