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Efficiency measurement of health care: a review of non‐parametric methods and applications

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Cited by:

  1. Pablo Cos & Enrique Moral-Benito, 2014. "Determinants of health-system efficiency: evidence from OECD countries," International Journal of Health Economics and Management, Springer, vol. 14(1), pages 69-93, March.
  2. Sebastian Kohl & Jan Schoenfelder & Andreas Fügener & Jens O. Brunner, 2019. "The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals," Health Care Management Science, Springer, vol. 22(2), pages 245-286, June.
  3. Jacques Ngoie Kibambe & Steven F. Koch, 2005. "DEA Applied to a Gauteng Sample of South African Public Hospitals," Working Papers 200512, University of Pretoria, Department of Economics.
  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. Rita Bastião & Nuno de Sousa Pereira, 2020. "Performance in the Delivery of Primary Health Care Services: A Longitudinal Analysis," CEF.UP Working Papers 2002, Universidade do Porto, Faculdade de Economia do Porto.
  6. Audibert, Martine & Mathonnat, Jacky & Pelissier, Aurore & Huang, Xiao Xian & Ma, Anning, 2013. "Health insurance reform and efficiency of township hospitals in rural China: An analysis from survey data," China Economic Review, Elsevier, vol. 27(C), pages 326-338.
  7. Gary Ferrier & Hervé Leleu & Vivian Valdmanis, 2009. "Hospital capacity in large urban areas: is there enough in times of need?," Journal of Productivity Analysis, Springer, vol. 32(2), pages 103-117, October.
  8. 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.
  9. Johnston, Katharine & Gerard, Karen, 2001. "Assessing efficiency in the UK breast screening programme: does size of screening unit make a difference?," Health Policy, Elsevier, vol. 56(1), pages 21-32, April.
  10. 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".
  11. Tomoki Fujii, 2018. "Sources of health financing and health outcomes: A panel data analysis," Health Economics, John Wiley & Sons, Ltd., vol. 27(12), pages 1996-2015, December.
  12. Herbert F. Lewis & Thomas R. Sexton & Kathleen A. Lock, 2007. "Player Salaries, Organizational Efficiency, and Competitiveness in Major League Baseball," Journal of Sports Economics, , vol. 8(3), pages 266-294, June.
  13. Juan Du & Justin Wang & Yao Chen & Shin-Yi Chou & Joe Zhu, 2014. "Incorporating health outcomes in Pennsylvania hospital efficiency: an additive super-efficiency DEA approach," Annals of Operations Research, Springer, vol. 221(1), pages 161-172, October.
  14. Antonio Giuffrida & Hugh Gravelle, 2001. "Measuring performance in primary care: econometric analysis and DEA," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 163-175.
  15. Daniela Figueiredo & Raquel Gabriel & Cristina Jácome & Alda Marques, 2014. "Caring for people with early and advanced chronic obstructive pulmonary disease: how do family carers cope?," Journal of Clinical Nursing, John Wiley & Sons, vol. 23(1-2), pages 211-220, January.
  16. Mansour Abdullah Almiman, 2021. "Measuring the Efficiency of Public Hospitals in Saudi Arabia Using the Data Envelopment Analysis Approach," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(12), pages 111-111, July.
  17. 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.
  18. Galina Besstremyannaya, 2014. "The efficiency of labor matching and remuneration reforms: a panel data quantile regression approach with endogenous treatment variables," Working Papers w0206, Center for Economic and Financial Research (CEFIR).
  19. Teresa Curristine & Zsuzsanna Lonti & Isabelle Joumard, 2007. "Improving Public Sector Efficiency: Challenges and Opportunities," OECD Journal on Budgeting, OECD Publishing, vol. 7(1), pages 1-41.
  20. Kao, Chiang & Pang, Rui-Zhi & Liu, Shiang-Tai & Bai, Xue-Jie, 2021. "Most productive types of hospitals: An empirical analysis," Omega, Elsevier, vol. 99(C).
  21. Agovino, Massimiliano & Musella, Gaetano & Scaletti, Alessandro, 2022. "Equilibrium and efficiency in the first aid services market: The case of the emergency department of Sorrento," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
  22. Jeff Richardson & John Wildman & Iain K. Robertson, 2003. "A critique of the World Health Organisation's evaluation of health system performance," Health Economics, John Wiley & Sons, Ltd., vol. 12(5), pages 355-366, May.
  23. 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.
  24. 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.
  25. Stefan Felder & Horst Schmitt, 2004. "Data envelopment analysis based bonus payments," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 5(4), pages 357-364, November.
  26. Daniel Friesner & Matthew McPherson & Robert Rosenman, 2006. "Are Hospitals Seasonally Inefficient? Evidence from Washington State Hospitals," Working Papers 2006-3, School of Economic Sciences, Washington State University.
  27. Kontodimopoulos, Nick & Niakas, Dimitris, 2005. "Efficiency measurement of hemodialysis units in Greece with data envelopment analysis," Health Policy, Elsevier, vol. 71(2), pages 195-204, February.
  28. Chumpitaz, Ruben & Kerstens, Kristiaan & Paparoidamis, Nicholas & Staat, Matthias, 2010. "Comparing efficiency across markets: An extension and critique of the methodology," European Journal of Operational Research, Elsevier, vol. 205(3), pages 719-728, September.
  29. Márcia N. F. Manoel & Sérgio P. Santos & Carla A. F. Amado, 2023. "Assessing the impact of COVID-19 on the performance of organ transplant services using data envelopment analysis," Health Care Management Science, Springer, vol. 26(2), pages 217-237, June.
  30. Filipe Amado, Carla Alexandra & Dyson, Robert G., 2008. "On comparing the performance of primary care providers," European Journal of Operational Research, Elsevier, vol. 185(3), pages 915-932, March.
  31. Bruce Hollingsworth, 2008. "The measurement of efficiency and productivity of health care delivery," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1107-1128, October.
  32. A. Davoodi & M. Zarepisheh & H. Rezai, 2015. "The nearest MPSS pattern in data envelopment analysis," Annals of Operations Research, Springer, vol. 226(1), pages 163-176, March.
  33. Pinar Guven Uslu & Thuy Pham Linh, 2008. "Effects of Changes in Public Policy on Efficiency and Productivity of General Hospitals in Vietnam," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2008-30, Centre for Competition Policy, University of East Anglia, Norwich, UK..
  34. Sérgio Santos & Carla Amado & Mauro Santos, 2012. "Assessing the efficiency of mother-to-child HIV prevention in low- and middle-income countries using data envelopment analysis," Health Care Management Science, Springer, vol. 15(3), pages 206-222, September.
  35. Richard Kališ, 2018. "Technical efficiency of Slovak general hospitals," Department of Economic Policy Working Paper Series 012, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
  36. Rajitkanok Puenpatom & Robert Rosenman, 2008. "Efficiency of Thai provincial public hospitals during the introduction of universal health coverage using capitation," Health Care Management Science, Springer, vol. 11(4), pages 319-338, December.
  37. Shih-Heng Yu & Chia-Wei Hsu, 2020. "A unified extension of super-efficiency in additive data envelopment analysis with integer-valued inputs and outputs: an application to a municipal bus system," Annals of Operations Research, Springer, vol. 287(1), pages 515-535, April.
  38. Marketta Veihola & Pekka Aroviita & Riitta Kekomäki & Miika Linna & Harri Sintonen, 2008. "Discarded cellular components and the technical efficiency of component preparation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 9(4), pages 325-331, November.
  39. Paul Marschall & Steffen Flessa, 2011. "Efficiency of primary care in rural Burkina Faso. A two-stage DEA analysis," Health Economics Review, Springer, vol. 1(1), pages 1-15, December.
  40. Zhichao Wang & Valentin Zelenyuk, 2021. "Performance Analysis of Hospitals in Australia and its Peers: A Systematic Review," CEPA Working Papers Series WP012021, School of Economics, University of Queensland, Australia.
  41. Gorgemans, Sophie & Urbina-Pérez, Olga, 2022. "New legal forms in health services: Evaluation of a Spanish public policy," Health Policy, Elsevier, vol. 126(8), pages 802-807.
  42. Katharaki, Maria, 2008. "Approaching the management of hospital units with an operation research technique: The case of 32 Greek obstetric and gynaecology public units," Health Policy, Elsevier, vol. 85(1), pages 19-31, January.
  43. Sepideh Kaffash & Marianna Marra, 2017. "Data envelopment analysis in financial services: a citations network analysis of banks, insurance companies and money market funds," Annals of Operations Research, Springer, vol. 253(1), pages 307-344, June.
  44. Ana Rodriguez‐Alvarez & David Roibás & Alan Wall, 2012. "Reserve Capacity Of Public And Private Hospitals In Response To Demand Uncertainty," Health Economics, John Wiley & Sons, Ltd., vol. 21(7), pages 839-851, July.
  45. Gary D. Ferrier, 2014. "Improving the "usefulness" of stochastic frontier analysis for health care," Economics and Business Letters, Oviedo University Press, vol. 3(1), pages 27-34.
  46. Fabienne Miller & Justin Wang & Joe Zhu & Ya Chen & Jason Hockenberry, 2017. "Investigation of the Impact of the Massachusetts Health Care Reform on Hospital Costs and Quality of Care," Annals of Operations Research, Springer, vol. 250(1), pages 129-146, March.
  47. Kreng, Victor B. & Yang, Chi-Tien, 2011. "The equality of resource allocation in health care under the National Health Insurance System in Taiwan," Health Policy, Elsevier, vol. 100(2), pages 203-210.
  48. Pelone, Ferruccio & Kringos, Dionne Sofia & Valerio, Luca & Romaniello, Alessandro & Lazzari, Agnese & Ricciardi, Walter & de Belvis, Antonio Giulio, 2012. "The measurement of relative efficiency of general practice and the implications for policy makers," Health Policy, Elsevier, vol. 107(2), pages 258-268.
  49. Alejandro Arvelo-Martín & Juan José Díaz-Hernández & Ignacio Abásolo-Alessón, 2019. "Hospital productivity bias when not adjusting for cost heterogeneity: The case of Spain," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-17, June.
  50. Bruce Hollingsworth & John Wildman, 2003. "The efficiency of health production: re‐estimating the WHO panel data using parametric and non‐parametric approaches to provide additional information," Health Economics, John Wiley & Sons, Ltd., vol. 12(6), pages 493-504, June.
  51. Björn A. Kuchinke & Ansgar Wübker, 2009. "Defizite von öffentlichen Allgemeinkrankenhäusern in Deutschland: Empirische Befunde von 1998 bis 2004 und wirtschaftspolitische Implikationen," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 10(3), pages 290-308, August.
  52. Shanmugam, Ramalingam & Johnson, Charles, 2007. "At a crossroad of data envelopment and principal component analyses," Omega, Elsevier, vol. 35(4), pages 351-364, August.
  53. Anthun, Kjartan Sarheim & Kittelsen, Sverre Andreas Campbell & Magnussen, Jon, 2017. "Productivity growth, case mix and optimal size of hospitals. A 16-year study of the Norwegian hospital sector," Health Policy, Elsevier, vol. 121(4), pages 418-425.
  54. Daraio, Cinzia & Kerstens, Kristiaan & Nepomuceno, Thyago & Sickles, Robin C., 2019. "Empirical Surveys of Frontier Applications: A Meta-Review," Working Papers 19-005, Rice University, Department of Economics.
  55. Anatoly I. Pilyavsky & William E. Aaronson & Patrick M. Bernet & Michael D. Rosko & Vivian G. Valdmanis & Mikhail V. Golubchikov, 2006. "East–west: does it make a difference to hospital efficiencies in Ukraine?," Health Economics, John Wiley & Sons, Ltd., vol. 15(11), pages 1173-1186, November.
  56. Shahari, Mohd Ridzwan & See, Kok Fong & Mohammed, Noor Syahireen & Yu, Ming-Miin, 2023. "Constructing the performance index of Malaysia’s district health centers using effectiveness-based hierarchical data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
  57. Olena Kalinichenko & Carla A. F. Amado & Sérgio P. Santos, 2013. "Performance Assessment in Primary Health Care: A Systematic Literature Review," CEFAGE-UE Working Papers 2013_03, University of Evora, CEFAGE-UE (Portugal).
  58. González, Eduardo & García, Vicente, 2006. "Using Value Efficiency Analysis (VEA) to Measure Productivity Efficiency in Primary Health Care," Efficiency Series Papers 2006/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  59. Gary D. Ferrier & Hervé Leleu & James Moises & Vivian Valdmanis, 2009. "The Size and Service Offering Efficiencies of U.S. Hospitals," Working Papers 2009-ECO-09, IESEG School of Management.
  60. Bracalente, Bruno & Polinori, Paolo, 2010. "L’efficienza tecnico-economica dei servizi pubblici locali: i casi delle farmacie comunali e dei servizi di igiene urbana [Technical And Economic Efficiency Of Local Public Services: The Cases Of T," MPRA Paper 34455, University Library of Munich, Germany.
  61. Kankana Mukherjee & Rexford Santerre & Ning Jackie Zhang, 2010. "Explaining the efficiency of local health departments in the U.S.: an exploratory analysis," Health Care Management Science, Springer, vol. 13(4), pages 378-387, December.
  62. Laurie J. Bates & Kankana Mukherjee & Rexford E. Santerre, 2010. "Medical Insurance Coverage and Health Production Efficiency," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(1), pages 211-229, March.
  63. Kontodimopoulos, Nick & Nanos, Panagiotis & Niakas, Dimitris, 2006. "Balancing efficiency of health services and equity of access in remote areas in Greece," Health Policy, Elsevier, vol. 76(1), pages 49-57, March.
  64. Stefan Felder & Harald Tauchmann, 2013. "Federal state differentials in the efficiency of health production in Germany: an artifact of spatial dependence?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(1), pages 21-39, February.
  65. María José Aragón Aragón & Adriana Castelli & Martin Chalkley & James Gaughan, 2019. "Can productivity growth measures identify best performing hospitals? Evidence from the English National Health Service," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 364-372, March.
  66. Kok Fong See & Shawna Grosskopf & Vivian Valdmanis & Valentin Zelenyuk, 2021. "What do we know from the vast literature on efficiency and productivity in healthcare? A Systematic Review and Bibliometric Analysis," CEPA Working Papers Series WP072021, School of Economics, University of Queensland, Australia.
  67. Chew Lian Chua & Alfons Palangkaraya & Jongsay Yong, 2011. "Hospital Competition, Technical Efficiency and Quality," The Economic Record, The Economic Society of Australia, vol. 87(277), pages 252-268, June.
  68. Amado, Carla Alexandra da Encarnação Filipe & Santos, Sérgio Pereira dos, 2009. "Challenges for performance assessment and improvement in primary health care: The case of the Portuguese health centres," Health Policy, Elsevier, vol. 91(1), pages 43-56, June.
  69. Faridah Djellal & Faïz Gallouj, 2007. "Les services publics à l'épreuve de la productivité et la productivité à l'épreuve des services publics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 2-2.
  70. Yeşilyurt, M. Ensar & Şahin, Emre & Elbi, M. Doğan & Kızılkaya, Aydın & Koyuncuoğlu, M. Ulaş & Akbaş-Yeşilyurt, Filiz, 2021. "A novel method for computing single output for DEA with application in hospital efficiency," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
  71. N. Maniadakis & N. Kotsopoulos & P. Prezerakos & J. Yfantopoulos, 2008. "Measuring Intra-Hospital Clinic Efficiency and Productivity: Application to a Greek University General Hospital," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 95-110.
  72. Jean-François Brun & Constantin Thierry Compaore, 2021. "Public Expenditures Efficiency On Education Distribution in Developing Countries," Working Papers hal-03116615, HAL.
  73. Jean-François Brun & Constantin Thierry Compaore, 2021. "Public Expenditures Efficiency On Education Distribution in Developing Countries," CERDI Working papers hal-03116615, HAL.
  74. Maurice Ogada & Dianah Muchai & Germano Mwabu & Mary Mathenge, 2014. "Technical efficiency of Kenya’s smallholder food crop farmers: do environmental factors matter?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 16(5), pages 1065-1076, October.
  75. Sørensen, Torben H. & Olsen, Kim R. & Gyrd-Hansen, Dorte, 2009. "Differences in general practice initiated expenditures across Danish local health authorities--A multilevel analysis," Health Policy, Elsevier, vol. 92(1), pages 35-42, September.
  76. Trakakis Anastasios & Nektarios Miltiadis & Tziaferi Styliani & Prezerakos Panagiotis, 2021. "Measuring Technical Efficiency of Health Centers in Greece: A Data Envelopment Analysis Application for the Primary Health System of Greece," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 1333-1353.
  77. Varabyova, Yauheniya & Schreyögg, Jonas, 2013. "International comparisons of the technical efficiency of the hospital sector: Panel data analysis of OECD countries using parametric and non-parametric approaches," Health Policy, Elsevier, vol. 112(1), pages 70-79.
  78. Flores, Daniel & García, Arturo, 2016. "On the output and welfare effects of a non-profit firm in a mixed duopoly: A generalization," Economic Systems, Elsevier, vol. 40(4), pages 631-637.
  79. Steven F. Koch & Jean D. Slabbert, 2010. "Semiparametric Stochastic Frontier Analysis Of Specialist Surgeon Clinics," Working Papers 201020, University of Pretoria, Department of Economics.
  80. Jos L. T. Blank & Bart L. Van Hulst, 2009. "Productive innovations in hospitals: an empirical research on the relation between technology and productivity in the Dutch hospital industry," Health Economics, John Wiley & Sons, Ltd., vol. 18(6), pages 665-679, June.
  81. António Afonso & Sónia Fernandes, 2008. "Assessing Hospital Efficiency: Non-parametric Evidence for Portugal," Working Papers Department of Economics 2008/07, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
  82. Claudio Pinto, 2014. "Efficiency comparison for directly managed public hospitals for different geographical area in Italy," Working papers 5, Società Italiana di Economia Pubblica.
  83. Halkos, George & Tzeremes, Nickolaos, 2008. "Measuring regional public health provision," MPRA Paper 23762, University Library of Munich, Germany.
  84. Anatoly Pilyavsky & Matthias Staat, 2008. "Efficiency and productivity change in Ukrainian health care," Journal of Productivity Analysis, Springer, vol. 29(2), pages 143-154, April.
  85. Tiziana Cuccia & Calogero Guccio & Ilde Rizzo, 2013. "Does Unesco inscription affect the performance of tourism destinations? A regional perspective," ACEI Working Paper Series AWP-04-2013, Association for Cultural Economics International, revised Oct 2013.
  86. Androutsou, Lorena & Metaxas, Theodore, 2018. "Measuring the effeciency of medical tourism industry in EU members states," MPRA Paper 92461, University Library of Munich, Germany.
  87. Galina Besstremyannaya, 2014. "The efficiency of labor matching and remuneration reforms: a panel data quantile regression approach with endogenous treatment variables," Working Papers w0206, New Economic School (NES).
  88. Nahra, Tammie A. & Mendez, David & Alexander, Jeffrey A., 2009. "Employing super-efficiency analysis as an alternative to DEA: An application in outpatient substance abuse treatment," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1097-1106, August.
  89. Färe, Rolf & Karagiannis, Giannis, 2022. "Aggregating Farrell efficiencies without value data: The case of hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
  90. Kim Rose Olsen & Andrew Street, 2008. "The analysis of efficiency among a small number of organisations: How inferences can be improved by exploiting patient‐level data," Health Economics, John Wiley & Sons, Ltd., vol. 17(6), pages 671-681, June.
  91. 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.
  92. Aguado Correa, Francisco & Álvarez, María José & Barcos, Lucía, 2005. "Benefits of connecting rfid and lean principles in health care," DEE - Working Papers. Business Economics. WB wb054410, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
  93. Matthias Staat, 2003. "The efficiency of treatment strategies of general practitioners," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 4(3), pages 232-238, September.
  94. Bianca B P Antunes & Leonardo S L Bastos & Silvio Hamacher & Fernando A Bozza, 2021. "Using data envelopment analysis to perform benchmarking in intensive care units," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-13, November.
  95. Chiao‐Lee Chu & Tung‐liang Chiang & Ray‐E Chang, 2011. "Hospital competition and inpatient services efficiency in Taiwan: a longitudinal study," Health Economics, John Wiley & Sons, Ltd., vol. 20(10), pages 1268-1280, October.
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