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Distinguishing Between Heterogeneity and Inefficiency: Stochastic Frontier Analysis of the World Health Organization’s Panel Data on National Health Care Systems

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Cited by:

  1. Massimo Filippini & William Greene, 2016. "Persistent and transient productive inefficiency: a maximum simulated likelihood approach," Journal of Productivity Analysis, Springer, vol. 45(2), pages 187-196, April.
  2. 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.
  3. Trigo Gamarra, Lucinda, 2008. "The effects of liberalization and deregulation on the performance of financial institutions: The case of the German life insurance market," Thuenen-Series of Applied Economic Theory 93, University of Rostock, Institute of Economics.
  4. Lundgren, Tommy & Marklund, Per-Olov & Zhang, Shanshan, 2016. "Industrial energy demand and energy efficiency – Evidence from Sweden," Resource and Energy Economics, Elsevier, vol. 43(C), pages 130-152.
  5. Giannis Karagiannis & Magnus Kellermann, 2019. "Stochastic frontier models with correlated effects," Journal of Productivity Analysis, Springer, vol. 51(2), pages 175-187, June.
  6. Kopsakangas-Savolainen, Maria & Svento, Rauli, 2011. "Observed and unobserved heterogeneity in stochastic frontier models: An application to the electricity distribution industry," Energy Economics, Elsevier, vol. 33(2), pages 304-310, March.
  7. Carlos Pestana Barros & António Gomes de Menezes & Jos頠 Cabral Vieira, 2013. "Measurement of hospital efficiency, using a latent class stochastic frontier model," Applied Economics, Taylor & Francis Journals, vol. 45(1), pages 47-54, January.
  8. Jana Votápková & Lenka Šťastná, 2013. "Efficiency of Hospitals in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2013(4), pages 524-541.
  9. repec:dau:papers:123456789/12066 is not listed on IDEAS
  10. Kexin Li & Jianxu Liu & Yuting Xue & Sanzidur Rahman & Songsak Sriboonchitta, 2022. "Consequences of Ignoring Dependent Error Components and Heterogeneity in a Stochastic Frontier Model: An Application to Rice Producers in Northern Thailand," Agriculture, MDPI, vol. 12(8), pages 1-17, July.
  11. Philippe Widmer, 2015. "Does prospective payment increase hospital (in)efficiency? Evidence from the Swiss hospital sector," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(4), pages 407-419, May.
  12. Eduardo Fé & Richard Hofler, 2013. "Count data stochastic frontier models, with an application to the patents–R&D relationship," Journal of Productivity Analysis, Springer, vol. 39(3), pages 271-284, June.
  13. Barros, Carlos Pestana & Chen, Zhongfei & Managi, Shunsuke & Antunes, Olinda Sequeira, 2013. "Examining the cost efficiency of Chinese hydroelectric companies using a finite mixture model," Energy Economics, Elsevier, vol. 36(C), pages 511-517.
  14. Deng, Yaguo, 2024. "A Bayesian semi-parametric approach to stochastic frontier models with inefficiency heterogeneity," DES - Working Papers. Statistics and Econometrics. WS 43837, Universidad Carlos III de Madrid. Departamento de Estadística.
  15. Rangan Gupta & Zinnia Mukherjee & Mike G. Tsionas & Peter Wanke, 2016. "Productive Efficiency of Connecticut Long Island Lobster Fishery Using a Finite Mixture Model," Working Papers 201614, University of Pretoria, Department of Economics.
  16. Karanki, Fecri & Lim, Siew Hoon, 2021. "Airport use agreements and cost efficiency of U.S. airports," Transport Policy, Elsevier, vol. 114(C), pages 68-77.
  17. Michael Danquah & Kunal Sen, 2022. "Informal institutions, transaction risk, and firm productivity in Myanmar," Small Business Economics, Springer, vol. 58(3), pages 1721-1737, March.
  18. Galina Besstremyannaya, 2011. "Managerial performance and cost efficiency of Japanese local public hospitals: A latent class stochastic frontier model," Health Economics, John Wiley & Sons, Ltd., vol. 20(S1), pages 19-34, September.
  19. Carlos Pestana Barros & Eduardo Couto & Antonio Samagaio, 2014. "Management ability, strategy, tactics and team performance," Chapters, in: John Goddard & Peter Sloane (ed.), Handbook on the Economics of Professional Football, chapter 11, pages 166-188, Edward Elgar Publishing.
  20. Mathieu Lefebvre & Sergio Perelman & Pierre Pestieau, 2015. "Productivity and performance in the public sector," Working Papers of BETA 2015-15, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
  21. Yohannes Kinfu, 2013. "The efficiency of the health system in South Africa: evidence from stochastic frontier analysis," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 1003-1010, March.
  22. Chen, Yi-Yi & Schmidt, Peter & Wang, Hung-Jen, 2014. "Consistent estimation of the fixed effects stochastic frontier model," Journal of Econometrics, Elsevier, vol. 181(2), pages 65-76.
  23. Keller, Michael, 2020. "Wasted windfalls: Inefficiencies in health care spending in oil rich countries," Resources Policy, Elsevier, vol. 66(C).
  24. repec:hal:wpaper:hal-01521269 is not listed on IDEAS
  25. Carlos Pestana Barros & Zhongfei Chen & Peter Wanke, 2016. "Efficiency in Chinese seaports: 2002–2012," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 18(3), pages 295-316, September.
  26. A. Tonini, 2012. "A Bayesian stochastic frontier: an application to agricultural productivity growth in European countries," Economic Change and Restructuring, Springer, vol. 45(4), pages 247-269, November.
  27. Herwartz, Helmut & Schley, Katharina, 2018. "Improving health care service provision by adapting to regional diversity: An efficiency analysis for the case of Germany," Health Policy, Elsevier, vol. 122(3), pages 293-300.
  28. Jorge Galán & Helena Veiga & Michael Wiper, 2014. "Bayesian estimation of inefficiency heterogeneity in stochastic frontier models," Journal of Productivity Analysis, Springer, vol. 42(1), pages 85-101, August.
  29. Manuel Llorca & Jose Banos & Somoza Jose & Pelayo Arbues, 2017. "A Stochastic Frontier Analysis Approach for Estimating Energy Demand and Efficiency in the Transport Sector of Latin America and the Caribbean," The Energy Journal, , vol. 38(5), pages 153-174, September.
  30. Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022. "Stochastic Frontier Analysis: Foundations and Advances I," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 8, pages 331-370, Springer.
  31. Lin, Boqiang & Du, Kerui, 2015. "Modeling the dynamics of carbon emission performance in China: A parametric Malmquist index approach," Energy Economics, Elsevier, vol. 49(C), pages 550-557.
  32. Mustapha D. Ibrahim & Sahand Daneshvar & Mevhibe B. Hocaoğlu & Olasehinde-Williams G. Oluseye, 2019. "An Estimation of the Efficiency and Productivity of Healthcare Systems in Sub-Saharan Africa: Health-Centred Millennium Development Goal-Based Evidence," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 371-389, May.
  33. Kamil Makieła & Błażej Mazur, 2022. "Model uncertainty and efficiency measurement in stochastic frontier analysis with generalized errors," Journal of Productivity Analysis, Springer, vol. 58(1), pages 35-54, August.
  34. Constantin Ogloblin, 2023. "Health care financing and productivity of health care in OECD countries: a stochastic frontier analysis," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 13(2), pages 259-283, June.
  35. Olanubi, Sijuola Orioye & Osode, Oluwanbepelumi Esther, 2017. "The efficiency of government spending on health: A comparison of different administrations in Nigeria," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 79-98.
  36. Ozbugday, Fatih Cemil & Tirgil, Abdullah & Kose, Elif Gul, 2020. "Efficiency changes in long-term care in OECD countries: A non-parametric Malmquist Index approach," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
  37. Efthymios G. Tsionas & Kien C. Tran & Panayotis G. Michaelides, 2019. "Bayesian inference in threshold stochastic frontier models," Empirical Economics, Springer, vol. 56(2), pages 399-422, February.
  38. William Greene, 2010. "A stochastic frontier model with correction for sample selection," Journal of Productivity Analysis, Springer, vol. 34(1), pages 15-24, August.
  39. Marta Zieba, 2013. "Is theatre efficiency affected by the legal form type? A case study of German public theatres," Working Papers WP032013, University of Limerick, Department of Economics, revised Jul 2013.
  40. Karlaftis, Matthew G. & Tsamboulas, Dimitrios, 2012. "Efficiency measurement in public transport: Are findings specification sensitive?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(2), pages 392-402.
  41. Tovar, Beatriz & Wall, Alan, 2015. "Can ports increase traffic while reducing inputs? Technical efficiency of Spanish Port Authorities using a directional distance function approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 71(C), pages 128-140.
  42. Angelo Castaldo & Maria Alessandra Antonelli & Valeria De Bonis & Giorgia Marini, 2020. "Determinants of health sector efficiency: evidence from a two-step analysis on 30 OECD countries," Economics Bulletin, AccessEcon, vol. 40(2), pages 1651-1666.
  43. Carlos Pestana Barros & Peter U.C. Dieke & Carlos M. Santos, 2010. "Heterogeneous Technical Efficiency of Hotels in Luanda, Angola," Tourism Economics, , vol. 16(1), pages 137-151, March.
  44. Kopsakangas-Savolainen, Maria & Svento, Rauli, 2008. "Estimation of cost-effectiveness of the Finnish electricity distribution utilities," Energy Economics, Elsevier, vol. 30(2), pages 212-229, March.
  45. Growitsch, Christian & Jamasb, Tooraj & Wetzel, Heike, 2012. "Efficiency effects of observed and unobserved heterogeneity: Evidence from Norwegian electricity distribution networks," Energy Economics, Elsevier, vol. 34(2), pages 542-548.
  46. Massimiliano Piacenza & Gilberto Turati, 2014. "Does Fiscal Discipline Towards Subnational Governments Affect Citizens' Well‐Being? Evidence On Health," Health Economics, John Wiley & Sons, Ltd., vol. 23(2), pages 199-224, February.
  47. Duygun, Meryem & Sena, Vania & Shaban, Mohamed, 2016. "Trademarking activities and total factor productivity: Some evidence for British commercial banks using a metafrontier approach," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 70-80.
  48. William Griffiths & Xiaohui Zhang & Xueyan Zhao, 2010. "A Stochastic Frontier Model for Discrete Ordinal Outcomes: A Health Production Function," Department of Economics - Working Papers Series 1092, The University of Melbourne.
  49. Santiago Herrera & Gaobo Pang, 2008. "Eficiency of Infrastructure: The Case of Container Ports," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 9(1), pages 165-194.
  50. Greene, William & Orea, Luis & Wall, Alan, 2010. "Stochastic Frontiers using a Fixed-effect Vector Decomposition Approach with an Application to ICT and Regional Productivity in Spain," Efficiency Series Papers 2010/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  51. Laureti, Tiziana & Secondi, Luca & Biggeri, Luigi, 2014. "Measuring the efficiency of teaching activities in Italian universities: An information theoretic approach," Economics of Education Review, Elsevier, vol. 42(C), pages 147-164.
  52. Guarini, Giulio & Laureti, Tiziana & Garofalo, Giuseppe, 2020. "Socio-institutional determinants of educational resource efficiency according to the capability approach: An endogenous stochastic frontier analysis," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
  53. Tamara RUDINSKAYA, 2017. "Heterogeneity and efficiency of food processing companies in the Czech Republic," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 63(9), pages 411-420.
  54. Heike Wetzel, 2008. "Productivity Growth in European Railways: Technological Progress,Efficiency Change and Scale Effects," Working Paper Series in Economics 101, University of Lüneburg, Institute of Economics.
  55. Marta Zieba, 2011. "An Analysis of Technical Efficiency and Efficiency Factors for Austrian and Swiss Non-Profit Theatres," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 147(II), pages 233-274, June.
  56. Samuel Fankhauser & Thomas K.J. McDermott, 2013. "Understanding the adaptation deficit: why are poor countries more vulnerable to climate events than rich countries?," GRI Working Papers 134, Grantham Research Institute on Climate Change and the Environment.
  57. Mehdi Farsi & Massimo Filippini & William Greene, 2005. "Efficiency Measurement in Network Industries: Application to the Swiss Railway Companies," Journal of Regulatory Economics, Springer, vol. 28(1), pages 69-90, July.
  58. Yang Yu & Edward C. Jaenicke, 2020. "Estimating Food Waste as Household Production Inefficiency," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 525-547, March.
  59. Ben Amor, Tawfik & Mellah, Thuraya, 2023. "Cost efficiency of Tunisian water utility districts: Does heterogeneity matter?," Utilities Policy, Elsevier, vol. 84(C).
  60. Dino Rizzi & Michele Zanette, 2021. "Potential efficiency gains and expenditure savings in the Italian Regional Healthcare Systems," Politica economica, Società editrice il Mulino, issue 2, pages 187-214.
  61. María A. Ramón-Jerónimo & Inés Herrero, 2017. "Capturing Firms’ Heterogeneity through Marketing and IT Capabilities in SMEs," Sustainability, MDPI, vol. 9(12), pages 1-25, November.
  62. Antonio Alvarez & Rafael Garduño-Rivera & Hector M. Nuñez, 2017. "Mexico's North-South divide: The regional distribution of state inefficiency 1988–2008," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 843-858, November.
  63. Katharina Schley, 2018. "Health care service provision in Europe and regional diversity: a stochastic metafrontier approach," Health Economics Review, Springer, vol. 8(1), pages 1-11, December.
  64. Rajendra Dulal, 2018. "Technical efficiency of nursing homes: do five-star quality ratings matter?," Health Care Management Science, Springer, vol. 21(3), pages 393-400, September.
  65. Novignon, Jacob & Lawanson, Akanni, 2014. "Efficiency of health systems in sub-Sahara Africa: a comparative analysis of time varying stochastic frontier models," MPRA Paper 56897, University Library of Munich, Germany.
  66. Rafael Sanchez & Francisca Pacheco, 2014. "A Longitudinal Parametric Approach to Estimate Local Government Efficiency," Working Papers wp_033, Adolfo Ibáñez University, School of Government.
  67. Farsi, Mehdi & Filippini, Massimo & Kuenzle, Michael, 2007. "Cost efficiency in the Swiss gas distribution sector," Energy Economics, Elsevier, vol. 29(1), pages 64-78, January.
  68. Liang, Jing & Yang, Shilei & Xia, Yu, 2023. "The role of financial slack on the relationship between demand uncertainty and operational efficiency," International Journal of Production Economics, Elsevier, vol. 262(C).
  69. Rouven Edgar Haschka & Katharina Schley & Helmut Herwartz, 2020. "Provision of health care services and regional diversity in Germany: insights from a Bayesian health frontier analysis with spatial dependencies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 55-71, February.
  70. 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.
  71. Llorca, Manuel & Baños, José & Somoza, José & Arbués, Pelayo, 2014. "A latent class approach for estimating energy demands and efficiency in transport: An application to Latin America and the Caribbean," Efficiency Series Papers 2014/04, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  72. Nadia Belhaj Hassine, 2008. "Technology Diffusion, International Spillovers and Human Capital in the Mediterranean Agricultural Sector," Working Papers 405, Economic Research Forum, revised 06 Jan 2008.
  73. Guohua Feng & Chuan Wang & Xibin Zhang, 2019. "Estimation of inefficiency in stochastic frontier models: a Bayesian kernel approach," Journal of Productivity Analysis, Springer, vol. 51(1), pages 1-19, February.
  74. Peter Zweifel & Philippe K. Widmer, 2023. "Accounting for heterogeneity in the measurement of hospital performance," Applied Economics, Taylor & Francis Journals, vol. 55(57), pages 6701-6716, December.
  75. Madalina Ecaterina Popescu & Eva Militaru & Amalia Cristescu & Maria Denisa Vasilescu & Monica Mihaela Maer Matei, 2018. "Investigating Health Systems in the European Union: Outcomes and Fiscal Sustainability," Sustainability, MDPI, vol. 10(9), pages 1-28, September.
  76. Vahidin Jeleskovic & Benjamin Schwanebeck, 2012. "Assessment of a spatial panel model for the efficiency analysis of the heterogonous healthcare systems in the world," MAGKS Papers on Economics 201248, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  77. Glass, Anthony J. & Kenjegalieva, Karligash & Ajayi, Victor & Adetutu, Morakinyo & Sickles, Robin C., 2016. "Relative Winners and Losers from Efficiency Spillovers in Africa with Policy Implications for Regional Integration," Working Papers 16-003, Rice University, Department of Economics.
  78. Elena Cottini & Claudio Lucifora & Gilberto Turati & Daria Vigani, 2020. "Children Use of Emergency Care: Differences Between Natives and Migrants in Italy," DISCE - Working Papers del Dipartimento di Economia e Finanza def093, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  79. Kopsakangas-Savolainen, Maria & Svento, Rauli, 2010. "Comparing welfare effects of different regulation schemes: An application to the electricity distribution industry," Energy Policy, Elsevier, vol. 38(11), pages 7370-7377, November.
  80. Cazals Catherine & Dudley Paul & Florens Jean-Pierre & Jones Michael, 2011. "The Effect of Unobserved Heterogeneity in Stochastic Frontier Estimation: Comparison of Cross Section and Panel with Simulated Data for the Postal Sector," Review of Network Economics, De Gruyter, vol. 10(3), pages 1-22, September.
  81. Carlos Pestana Barros & Peter Wanke & Otávio Figueiredo, 2015. "The Brazilian Soccer Championship: an efficiency analysis," Applied Economics, Taylor & Francis Journals, vol. 47(9), pages 906-915, February.
  82. Séraphin Yao PRAO & Guy-Roland MENZAN & Salimata DIABATÉ, 2024. "Ownership type and technical efficiency of banks in Côte d’Ivoire: parametric and non-parametric evidence," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(1(638), S), pages 271-294, Spring.
  83. Shamsuzzoha & Makoto Tanaka, 2021. "The role of human capital on the performance of manufacturing firms in Bangladesh," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(1), pages 21-33, January.
  84. Helen Louri & Costas Peppas & Efthymios Tsionas, 2006. "Foreign Presence, Technical Efficiency and Firm Survival in Greece: A Simultaneous Equation Model with Latent Variables Approach," International Studies in Entrepreneurship, in: Enrico Santarelli (ed.), Entrepreneurship, Growth, and Innovation, chapter 0, pages 199-221, Springer.
  85. Hakan Güneş & Dilem Yıldırım, 2016. "Estimating Cost Efficiency of Turkish Commercial Banks under Unobserved Heterogeneity with Stochastic Frontier Models," ERC Working Papers 1603, ERC - Economic Research Center, Middle East Technical University, revised Mar 2016.
  86. Karim L. Anaya & Michael G. Pollitt, 2014. "Does Weather Have an Impact on Electricity Distribution Efficiency? Evidence from South America," Cambridge Working Papers in Economics 1424, Faculty of Economics, University of Cambridge.
  87. Shaik, Saleem, 2015. "Impact of liquidity risk on variations in efficiency and productivity: A panel gamma simulated maximum likelihood estimation," European Journal of Operational Research, Elsevier, vol. 245(2), pages 463-469.
  88. Akihiro Otsuka, 2020. "How do population agglomeration and interregional networks improve energy efficiency?," Asia-Pacific Journal of Regional Science, Springer, vol. 4(1), pages 1-25, February.
  89. Gearhart Richard, 2019. "The Impact of Secondary Environmental Variables on OECD Healthcare Efficiency: A Robust Conditional Approach," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(2), pages 1-16, April.
  90. Lajos Barath & Raushan Bokusheva & Imre Ferto, 2016. "Studying Farm Insurance Demand under Financial Constraints," CERS-IE WORKING PAPERS 1625, Institute of Economics, Centre for Economic and Regional Studies.
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  93. Vlaicu, Razvan & Verhoeven, Marijn & Grigoli, Francesco & Mills, Zachary, 2014. "Multiyear budgets and fiscal performance: Panel data evidence," Journal of Public Economics, Elsevier, vol. 111(C), pages 79-95.
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  95. Bonasia, Mariangela & Kounetas, Konstantinos & Oreste, Napolitano, 2020. "Assessment of regional productive performance of European health systems under a metatechnology framework," Economic Modelling, Elsevier, vol. 84(C), pages 234-248.
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  108. Valentin Zelenyuk & Zhichao Wang, 2023. "Random vs. Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals," CEPA Working Papers Series WP052023, School of Economics, University of Queensland, Australia.
  109. Bao Hoang Nguyen & Robin C. Sickles & Valentin Zelenyuk, 2022. "Efficiency Analysis with Stochastic Frontier Models Using Popular Statistical Softwares," Springer Books, in: Duangkamon Chotikapanich & Alicia N. Rambaldi & Nicholas Rohde (ed.), Advances in Economic Measurement, chapter 0, pages 129-171, Springer.
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  122. Andreas Behr & Katja Theune, 2017. "Health System Efficiency: A Fragmented Picture Based on OECD Data," PharmacoEconomics - Open, Springer, vol. 1(3), pages 203-221, September.
  123. Carlos Pestana Barros & Shunsuke Managi & Yuichiro Yoshida, 2010. "Technical Efficiency, Regulation And Heterogeneity In Japanese Airports," Pacific Economic Review, Wiley Blackwell, vol. 15(5), pages 685-696, December.
  124. Medin, Emma & Häkkinen, Unto & Linna, Miika & Anthun, Kjartan S. & Kittelsen, Sverre A.C. & Rehnberg, Clas, 2013. "International hospital productivity comparison: Experiences from the Nordic countries," Health Policy, Elsevier, vol. 112(1), pages 80-87.
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