A SBM DEA Model of Performance Generation via Input–Output Ratios under Pseudo-Returns to Scale
سال انتشار: 1404
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 28
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شناسه ملی سند علمی:
DEA17_133
تاریخ نمایه سازی: 28 شهریور 1405
چکیده مقاله:
Data Envelopment Analysis with ratio measures (DEA-R) provides an effective framework for evaluating the performance of decision-making units based on ratio indicators. However, existing DEA-R studies generally treat outputs as a homogeneous set and overlook systems in which outputs play different functional roles and exhibit distinct scaling behaviors. This study introduces a novel ratio-based technology with two categories of outputs. The first category is combined with inputs to construct ratio-based performance indicators, whereas the second category represents outcome outputs generated through the utilization of these performance structures. A new axiomatic framework is developed, and the concept of pseudo-returns to scale is extended to the ratio–output space. The proposed approach characterizes pseudo-returns to scale within ratio-based technologies. The framework provides a new perspective for analyzing organizations in which performance indicators and outcome indicators respond differently to resource utilization and operational development.
کلیدواژه ها:
Data Envelopment Analysis (DEA) ، Ratio-Based Technology ، Pseudo-Returns to Scale ، Ratio Performance Indicators ، Outcome Outputs
نویسندگان
Sohiela Dehghan-Chenari
Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran
Farhad Hossienzadeh-Lotfi
Research Center of Performance and Productivity Analysis, Istinye University, Istanbul, Turkiye