Evaluating treatment effects using data envelopment analysis on matched samples: an analysis of electronic information sharing and firm performance

DOI10.1016/J.EJOR.2018.03.013zbMath1403.90401OpenAlexW2791523400MaRDI QIDQ1754755

Lene Kromann, Peter Bogetoft

Publication date: 31 May 2018

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://research.cbs.dk/en/publications/d53fdb07-41a5-42d2-8022-bdd5d4d96b6f

zbMATH Keywords

matchingdata envelopment analysisbiaspropensity score

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50) Special problems of linear programming (transportation, multi-index, data envelopment analysis, etc.) (90C08)

Uses Software

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• sfa
• Benchmarking

Cites Work

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• Measuring the efficiency of decision making units
• Rejoinder: ``Does matching overcome LaLonde's critique of nonexperimental estimators?
• Benchmarking with DEA, SFA, and R.
• DEA Malmquist productivity measure: new insights with an application to computer industry
• The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity
• On the quality of the data envelopment analysis model
• The central role of the propensity score in observational studies for causal effects
• Matching Using Estimated Propensity Scores: Relating Theory to Practice
• On Estimation of Monotone and Concave Frontier Functions
• Index numbers and indifference surfaces

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