How to cite this paper
Mourad, N., Habib, A & Tharwat, A. (2021). Appraising healthcare systems’ efficiency in facing COVID-19 through data envelopment analysis.Decision Science Letters , 10(3), 301-310.
Refrences
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Alrashidi, A.N. (2015). Data envelopment analysis for measuring the efficiency of head trauma care in England and Wales. Ph.D. thesis, Salford Business School, University of Salford, Manchester, The United Kingdom.
Banker, R., Charnes, A., & Cooper, W.W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
Banker, R.D., Charnes, A., Cooper, W.W., Swarts, W., & Thomas, D. (1989). An introduction to data envelopment analysis with some of its models and their uses. Research in Governmental and Nonprofit Accounting, 5(1), 125-163.
Charnes, A., Cooper, W.W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429-444.
Chen, Z., Ming, X., Wang, R., & Bao, Y. (2020). Selection of design alternatives for the smart product-service system: A rough-fuzzy data envelopment analysis approach. Journal of Cleaner Production, 273, 122931.
Cooper, W.W., Seiford, L.M., & Tone, K., (2007). Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software. 2nd ed., Springer, New York.
Coronatracker Homepage, https://www.coronatracker.com (last accessed Oct. 1, 2020).
Emrouznejad, A., & Yang, G.L. (2018). A survey and analysis of the first 40 years of scholarly literature in DEA: 1978-2016. Socio-Economic Planning Sciences, 61(1), 4-8.
Fixler, T., Paradi, J.C., & Yang, X. (2014). A data envelopment analysis approach for measuring the efficiency of Canadian acute care hospitals. Health Services Management Research, 27(3-4), 57-69.
Golany, B.A., & Roll, Y., (1989). An application procedure for data envelopment analysis. Omega, 17(3), 237-250.
Habib, A.M., & Shahwan, T.M. (2020). Measuring the operational and financial efficiency using a Malmquist data envelopment analysis: a case of Egyptian hospitals. Benchmarking: An International Journal, 27(9), 2521-2536.
Hatami-Marbini, A., Emrouznejad, A., & Tavana, M. (2011). A taxonomy and review of the fuzzy data envelopment analysis literature: two decades in the making. European Journal of Operational Research, 214(3), 457-472.
Ibrahim, M. D., Daneshvar, S., Hocaoğlu, M. B., & Oluseye, O. W. G. (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, 143(1), 371-389.
Index Mundi Homepage, https://www.indexmundi.com (last accessed Sep. 13, 2020).
International Monetary Fund Homepage, https://www.imf.org/external/index.htm (last accessed Oct. 6, 2020).
Kohl, S., Schoenfelder, J., Fugener, A., & Brunner, J.O. (2019). The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals. Health Care Management Science, 22(2), 245-286.
Koltai, T., & Uzonyi-Kecskes, J. (2017). The Comparison of Data Envelopment Analysis (DEA) and Financial Analysis Results in a Production Simulation Game. Acta Polytechnica Hungarica: Journal of Applied Science, 14(4), 167-185.
Lo Storto, C. (2013). Evaluating Technical Efficiency of Italian Major Municipalities: A Data Envelopment Analysis model. Procedia - Social and Behavioral Sciences, 81, 346-350.
Masiye, F. (2007). Investigating health system performance: an application of data envelopment analysis to Zambian hospitals. BMC Health Services Research, 7(58), 1-11.
Mourad, N., & Tharwat, A. (2019). Mixed Stochastic Input Oriented Data Envelopment Analysis Model. International Journal of Scientific & Technology Research, 8(12), 1839-1845.
Mourad, N., & Tharwat, A. (2020). The Efficiency of a University’s Colleges: A Case Study using Data Envelopment Analysis. Journal of Advanced Research in Dynamical and Control Systems, 12(8), 515-523.
Olesen, O. B., & Petersen, N. C. (2016). Stochastic data envelopment analysis—A review. European Journal of Operational Research, 251(1), 2-21.
Sexton, T. R. (1986). The methodology of data envelopment analysis. New directions for program evaluation, 32, 7-29.
Shahwan, T.M., & Habib, A.M. (2020). Does the efficiency of corporate governance and intellectual capital affect a firm’s financial distress? Evidence from Egypt. Journal of Intellectual Capital, 21(3), 403-430.
Tone, K. (2016). Data Envelopment Analysis as a Kaizen Tool: SBM Variations Revisited. Bulletin of Mathematical Sciences and Applications, 16, 49-61.
Unger, J. P., & De Paepe, P. (2019). Commercial health care financing: the cause of US, Dutch, and Swiss health systems inefficiency?. International Journal of Health Services, 49(3), 431-456.
Verbeek, M. (2008). A guide to modern econometrics. John Wiley & Sons.
Wang, x., Luo, H., Qin, X., Feng, J., Gao, H., & Feng, Q. (2016). Evaluation of performance and impacts of maternal and child health hospital services using Data Envelopment Analysis in Guangxi Zhuang Autonomous Region, China: a comparison study among poverty and nonpoverty county-level hospitals. International Journal for Equity in Health, 15(131), 1-6.
World Health Organization Homepage, https://www.who.int (last accessed Oct. 1, 2020).
Worldometers Homepage, https://www.worldometers.info (last accessed Oct. 1, 2020).
Zakowska, I., & Godycki-Cwirko, M. (2020). Data envelopment analysis applications in primary health care: a systematic review. Family Practice, 37(2), 147-153.
Zheng, W., Sun, H., Zhang, P., Zhou, G., Jin, Q., & Lu, X. (2018). A four-stage DEA-based efficiency evaluation of public hospitals in China after the implementation of new medical reforms. Public Library of Science (PLOS), 13(10), 1-17.
Alrashidi, A.N. (2015). Data envelopment analysis for measuring the efficiency of head trauma care in England and Wales. Ph.D. thesis, Salford Business School, University of Salford, Manchester, The United Kingdom.
Banker, R., Charnes, A., & Cooper, W.W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.
Banker, R.D., Charnes, A., Cooper, W.W., Swarts, W., & Thomas, D. (1989). An introduction to data envelopment analysis with some of its models and their uses. Research in Governmental and Nonprofit Accounting, 5(1), 125-163.
Charnes, A., Cooper, W.W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429-444.
Chen, Z., Ming, X., Wang, R., & Bao, Y. (2020). Selection of design alternatives for the smart product-service system: A rough-fuzzy data envelopment analysis approach. Journal of Cleaner Production, 273, 122931.
Cooper, W.W., Seiford, L.M., & Tone, K., (2007). Data envelopment analysis: a comprehensive text with models, applications, references and DEA-solver software. 2nd ed., Springer, New York.
Coronatracker Homepage, https://www.coronatracker.com (last accessed Oct. 1, 2020).
Emrouznejad, A., & Yang, G.L. (2018). A survey and analysis of the first 40 years of scholarly literature in DEA: 1978-2016. Socio-Economic Planning Sciences, 61(1), 4-8.
Fixler, T., Paradi, J.C., & Yang, X. (2014). A data envelopment analysis approach for measuring the efficiency of Canadian acute care hospitals. Health Services Management Research, 27(3-4), 57-69.
Golany, B.A., & Roll, Y., (1989). An application procedure for data envelopment analysis. Omega, 17(3), 237-250.
Habib, A.M., & Shahwan, T.M. (2020). Measuring the operational and financial efficiency using a Malmquist data envelopment analysis: a case of Egyptian hospitals. Benchmarking: An International Journal, 27(9), 2521-2536.
Hatami-Marbini, A., Emrouznejad, A., & Tavana, M. (2011). A taxonomy and review of the fuzzy data envelopment analysis literature: two decades in the making. European Journal of Operational Research, 214(3), 457-472.
Ibrahim, M. D., Daneshvar, S., Hocaoğlu, M. B., & Oluseye, O. W. G. (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, 143(1), 371-389.
Index Mundi Homepage, https://www.indexmundi.com (last accessed Sep. 13, 2020).
International Monetary Fund Homepage, https://www.imf.org/external/index.htm (last accessed Oct. 6, 2020).
Kohl, S., Schoenfelder, J., Fugener, A., & Brunner, J.O. (2019). The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals. Health Care Management Science, 22(2), 245-286.
Koltai, T., & Uzonyi-Kecskes, J. (2017). The Comparison of Data Envelopment Analysis (DEA) and Financial Analysis Results in a Production Simulation Game. Acta Polytechnica Hungarica: Journal of Applied Science, 14(4), 167-185.
Lo Storto, C. (2013). Evaluating Technical Efficiency of Italian Major Municipalities: A Data Envelopment Analysis model. Procedia - Social and Behavioral Sciences, 81, 346-350.
Masiye, F. (2007). Investigating health system performance: an application of data envelopment analysis to Zambian hospitals. BMC Health Services Research, 7(58), 1-11.
Mourad, N., & Tharwat, A. (2019). Mixed Stochastic Input Oriented Data Envelopment Analysis Model. International Journal of Scientific & Technology Research, 8(12), 1839-1845.
Mourad, N., & Tharwat, A. (2020). The Efficiency of a University’s Colleges: A Case Study using Data Envelopment Analysis. Journal of Advanced Research in Dynamical and Control Systems, 12(8), 515-523.
Olesen, O. B., & Petersen, N. C. (2016). Stochastic data envelopment analysis—A review. European Journal of Operational Research, 251(1), 2-21.
Sexton, T. R. (1986). The methodology of data envelopment analysis. New directions for program evaluation, 32, 7-29.
Shahwan, T.M., & Habib, A.M. (2020). Does the efficiency of corporate governance and intellectual capital affect a firm’s financial distress? Evidence from Egypt. Journal of Intellectual Capital, 21(3), 403-430.
Tone, K. (2016). Data Envelopment Analysis as a Kaizen Tool: SBM Variations Revisited. Bulletin of Mathematical Sciences and Applications, 16, 49-61.
Unger, J. P., & De Paepe, P. (2019). Commercial health care financing: the cause of US, Dutch, and Swiss health systems inefficiency?. International Journal of Health Services, 49(3), 431-456.
Verbeek, M. (2008). A guide to modern econometrics. John Wiley & Sons.
Wang, x., Luo, H., Qin, X., Feng, J., Gao, H., & Feng, Q. (2016). Evaluation of performance and impacts of maternal and child health hospital services using Data Envelopment Analysis in Guangxi Zhuang Autonomous Region, China: a comparison study among poverty and nonpoverty county-level hospitals. International Journal for Equity in Health, 15(131), 1-6.
World Health Organization Homepage, https://www.who.int (last accessed Oct. 1, 2020).
Worldometers Homepage, https://www.worldometers.info (last accessed Oct. 1, 2020).
Zakowska, I., & Godycki-Cwirko, M. (2020). Data envelopment analysis applications in primary health care: a systematic review. Family Practice, 37(2), 147-153.
Zheng, W., Sun, H., Zhang, P., Zhou, G., Jin, Q., & Lu, X. (2018). A four-stage DEA-based efficiency evaluation of public hospitals in China after the implementation of new medical reforms. Public Library of Science (PLOS), 13(10), 1-17.