Impact of input substitution and output transformation on data envelopment analysis decisions

References

• Afonso, A., and A. Venâncio. 2016. “The Relevance of Commuting Zones for Regional Spending Efficiency.” Applied Economics 48 (10): 865–877. doi:10.1080/00036846.2015.1088145.
   Web of Science ®Google Scholar
• Agasisti, T., and G. Johnes. 2010. “Heterogeneity and the Evaluation of Efficiency: The Case of Italian Universities.” Applied Economics 42 (11): 1365–1375. doi:10.1080/00036840701721463.
   Web of Science ®Google Scholar
• Arrieta, A., and A. García Prado. 2016. “Non-Elective C-Sections in Public Hospitals: Capacity Constraints and Doctor Incentives.” Applied Economics 1–13. doi:10.1080/00036846.2016.1164820.
   Web of Science ®Google Scholar
• Assaf, A. 2011. “A Fresh Look at the Productivity and Efficiency Changes of UK Airlines.” Applied Economics 43 (17): 2165–2175. doi:10.1080/00036840903085071.
   Web of Science ®Google Scholar
• Assaf, A., and K. M. Matawie. 2010. “Improving the Accuracy of DEA Efficiency Analysis: A Bootstrap Application to the Health Care Foodservice Industry.” Applied Economics 42 (27): 3547–3558. doi:10.1080/00036840802112497.
   Web of Science ®Google Scholar
• Banker, R. D., A. Charnes, and W. W. Cooper. 1984. “Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis.” Management Science 30 (9): 1078–1092. doi:10.1287/mnsc.30.9.1078.
   Web of Science ®Google Scholar
• Barnum, D., and J. Gleason. 2011. “Measuring Efficiency under Fixed Proportion Technologies.” Journal of Productivity Analysis 35 (3): 243–262. doi:10.1007/s11123-010-0194-y.
   Web of Science ®Google Scholar
• Barnum, D., K. Shields, S. Walton, and G. Schumock. 2011. “Improving the Efficiency of Distributive and Clinical Services in Hospital Pharmacy.” Journal of Medical Systems 35 (1): 59–70. doi:10.1007/s10916-009-9341-2.
   PubMed Web of Science ®Google Scholar
• Barnum, D. T., and J. M. Gleason. 2010. “DEA Efficiency Analysis Involving Multiple Production Processes.” Applied Economics Letters 17 (7): 627–632. doi:10.1080/13504850802297905.
   Web of Science ®Google Scholar
• Barnum, D. T., J. M. Gleason, and B. Hemily. 2009. “Using Panel Data Analysis to Estimate Confidence Intervals for the DEA Efficiency of Individual Decision Making Units.” Applied Economics 41 (26): 3319–3326. doi:10.1080/00036840701493741.
   Web of Science ®Google Scholar
• Barnum, D. T., J. M. Gleason, M. G. Karlaftis, G. T. Schumock, K. L. Shields, S. Tandon, and S. M. Walton. 2012. “Estimating DEA Confidence Intervals with Statistical Panel Data Analysis.” Journal of Applied Statistics 39 (4): 815–828. doi:10.1080/02664763.2011.620948.
   Web of Science ®Google Scholar
• Bilodeau, D., P.-Y. Crémieux, and P. Ouellette. 2009. “Hospital Performance in a Noncompetitive Environment.” Applied Economics 41 (4): 459–468. doi:10.1080/00036840701564384.
   Web of Science ®Google Scholar
• Buckell, J., A. Smith, R. Longo, and D. Holland. 2015. “Efficiency, Heterogeneity and Cost Function Analysis: Empirical Evidence from Pathology Services in the National Health Service in England.” Applied Economics 47 (31): 3311–3331. doi:10.1080/00036846.2015.1013617.
   Web of Science ®Google Scholar
• Cetin, V. R., and S. Bahce. 2016. “Measuring the Efficiency of Health Systems of OECD Countries by Data Envelopment Analysis.” Applied Economics 48 (37): 3497–3507. doi:10.1080/00036846.2016.1139682.
   Web of Science ®Google Scholar
• Charnes, A., W. W. Cooper, and E. Rhodes. 1978. “Measuring the Efficiency of Decision Making Units.” European Journal of Operational Research 2 (6): 429–444. doi:10.1016/0377-2217(78)90138-8.
   Web of Science ®Google Scholar
• Colin Glass, J., G. McCallion, D. G. McKillop, S. Rasaratnam, and K. S. Stringer. 2009. “Best-Practice Benchmarking in UK Higher Education: New Nonparametric Approaches Using Financial Ratios and Profit Efficiency Methodologies.” Applied Economics 41 (2): 249–267. doi:10.1080/00036840600994278.
   Web of Science ®Google Scholar
• Cook, W. D., K. Tone, and J. Zhu. 2014. “Data Envelopment Analysis: Prior to Choosing a Model.” Omega 44: 1–4. doi:10.1016/j.omega.2013.09.004.
   Web of Science ®Google Scholar
• Cook, W. D., and J. Zhu. 2008. Data Envelopment Analysis: Modeling Operational Processes and Measuring Productivity. CreateSpace Independent Publishing Platform.
   Google Scholar
• Cook, W. D., and J. Zhu. 2015. Data Envelopment Analysis: Balanced Benchmarking. Amazon Digital Services.
   Google Scholar
• Cooper, W. W., L. M. Seiford, and J. Zhu, edited by. 2011. Handbook on Data Envelopment Analysis. New York: Springer.
   Google Scholar
• Cowie, J. 2012. “Contestability in Bus Markets – Evidence from the British De-Regulated Market.” Applied Economics 44 (36): 4777–4785. doi:10.1080/00036846.2011.564146.
   Web of Science ®Google Scholar
• Cozad, M., and B. Wichmann. 2013. “Efficiency of Health Care Delivery Systems: Effects of Health Insurance Coverage.” Applied Economics 45 (29): 4082–4094. doi:10.1080/00036846.2012.750420.
   Web of Science ®Google Scholar
• De Witte, K., and M. Kortelainen. 2013. “What Explains the Performance of Students in a Heterogeneous Environment? Conditional Efficiency Estimation with Continuous and Discrete Environmental Variables.” Applied Economics 45 (17): 2401–2412. doi:10.1080/00036846.2012.665602.
   Web of Science ®Google Scholar
• DeSimone, J. 2010. “Drinking and Academic Performance in High School.” Applied Economics 42 (12): 1481–1497. doi:10.1080/00036840701721554.
   Web of Science ®Google Scholar
• Essid, H., P. Ouellette, and S. Vigeant. 2013. “Small Is Not that Beautiful after All: Measuring the Scale Efficiency of Tunisian High Schools Using a DEA-Bootstrap Method.” Applied Economics 45 (9): 1109–1120. doi:10.1080/00036846.2011.613795.
   Web of Science ®Google Scholar
• Fernandez-Castro, A. S., and P. C. Smith. 2002. “Lancaster’s Characteristics Approach Revisited: Product Selection Using Non-Parametric Methods.” Managerial and Decision Economics 23 (2): 83–91. doi:10.1002/(ISSN)1099-1468.
   Google Scholar
• Førsund, F. R. 2013. “Weight Restrictions in DEA: Misplaced Emphasis?.” Journal of Productivity Analysis 40 (3): 271–283. doi:10.1007/s11123-012-0296-9.
   Web of Science ®Google Scholar
• Franke, R. H., and J. D. Kaul. 1978. “The Hawthorne Experiments: First Statistical Interpretation.” American Sociological Review 43: 623–643. doi:10.2307/2094540.
   Web of Science ®Google Scholar
• Friesner, D., R. Roseman, and M. Q. McPherson. 2008. “Are Hospitals Seasonally Inefficient? Evidence from Washington State.” Applied Economics 40 (6): 699–723. doi:10.1080/00036840600749730.
   Web of Science ®Google Scholar
• Kempkes, G., and C. Pohl. 2010. “The Efficiency of German Universities–Some Evidence from Nonparametric and Parametric Methods.” Applied Economics 42 (16): 2063–2079. doi:10.1080/00036840701765361.
   Web of Science ®Google Scholar
• Liu, C.-C. 2008. “Evaluating the Operational Efficiency of Major Ports in the Asia-Pacific Region Using Data Envelopment Analysis.” Applied Economics 40 (13): 1737–1743. doi:10.1080/00036840600905126.
   Web of Science ®Google Scholar
• Mayston, D. J. 2014. “Effectiveness Analysis of Quality Achievements for University Departments of Economics.” Applied Economics 46 (31): 3788–3797. doi:10.1080/00036846.2014.939373.
   Web of Science ®Google Scholar
• Moreno, A. A., and R. Tadepalli. 2002. “Assessing Academic Department Efficiency at a Public University.” Managerial and Decision Economics 23 (7): 385–397. doi:10.1002/(ISSN)1099-1468.
   Google Scholar
• Nataraja, N. R., and A. L. Johnson. 2011. “Guidelines for Using Variable Selection Techniques in Data Envelopment Analysis.” European Journal of Operational Research 215: 662–669. doi:10.1016/j.ejor.2011.06.045.
   Web of Science ®Google Scholar
• Ouellette, P., and S. Vigeant. 2016. “From Partial Derivatives of DEA Frontiers to Marginal Products, Marginal Rates of Substitution, and Returns to Scale.” European Journal of Operational Research 253 (3): 880–887. doi:10.1016/j.ejor.2016.02.036.
   Web of Science ®Google Scholar
• Reichmann, G., and M. Sommersguter-Reichmann. 2010. “Efficiency Measures and Productivity Indexes in the Context of University Library Benchmarking.” Applied Economics 42 (3): 311–323. doi:10.1080/00036840701604511.
   Web of Science ®Google Scholar
• Salim, R. 2013. “Foreign Direct Investment Spillovers and Technical Efficiency in the Indonesian Pharmaceutical Sector: Firm Level Evidence.” Applied Economics 45 (3): 383–395. doi:10.1080/00036846.2011.605554.
   Web of Science ®Google Scholar
• Spinks, J., and B. Hollingsworth. 2009. “Cross-Country Comparisons of Technical Efficiency of Health Production: A Demonstration of Pitfalls.” Applied Economics 41 (4): 417–427. doi:10.1080/00036840701604354.
   Web of Science ®Google Scholar
• Tsang, E. W. K., and K.-M. Kwan. 1999. “Replication and Theory Development in Organizational Science.” Academy of Management Review 24 (4): 759–780.
   Web of Science ®Google Scholar
• Tulkens, H. 1993. “On FDH Efficiency Analysis: Some Methodological Issues and Applications to Retail Banking, Courts, and Urban Transit.” Journal of Productivity Analysis 4 (1–2): 183–210. doi:10.1007/BF01073473.
   Google Scholar
• Veiderpass, A., and M. McKelvey. 2015. “Evaluating the Performance of Higher Education Institutions in Europe: A Nonparametric Efficiency Analysis of 944 Institutions.” Applied Economics 47 (1): 1–11.
   Web of Science ®Google Scholar
• Wanke, P., and C. P. Barros. 2015. “Slacks Determinants in Brazilian Railways: A Distance Friction Minimization Approach with Fixed Factors.” Applied Economics 47 (47): 5103–5120. doi:10.1080/00036846.2015.1042145.
   Web of Science ®Google Scholar
• Yang, C., and T.-P. Wang. 2016. “Productivity Comparison of European Airlines: Bootstrapping Malmquist Indices.” Applied Economics 1–11. doi:10.1080/00036846.2016.1170937.
   Web of Science ®Google Scholar
• Yu, M.-M.. 2008. “Measuring the Efficiency and Return to Scale Status of Multi-Mode Bus Transit - Evidence from Taiwan’s Bus System.” Applied Economics Letters 15 (8): 647–653. doi:10.1080/13504850600721858.
   Web of Science ®Google Scholar