ScholarGate
دستیار

مقایسهٔ روش‌ها

روش‌های انتخابی خود را کنار هم مرور کنید؛ ردیف‌های متفاوت برجسته شده‌اند.

شاخص بهره‌وری مالکوئیست×تحلیل پوششی داده‌های پنجره‌ای×
حوزهتحلیل کاراییتحلیل کارایی
خانوادهRegression modelRegression model
سال پیدایش19941984
پدیدآورFäre, Grosskopf, Norris & ZhangCharnes, Clark, Cooper & Golany
نوعNon-parametric productivity indexNon-parametric panel efficiency model
منبع بنیادینFäre, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83. link ↗Charnes, A., Clark, C. T., Cooper, W. W., & Golany, B. (1984). A developmental study of data envelopment analysis in measuring the efficiency of maintenance units in the U.S. Air Forces. Annals of Operations Research, 2(1), 95–112. DOI ↗
نام‌های دیگرMPI, Malmquist Index, Malmquist DEA Productivity Index, Malmquist Verimlilik EndeksiSliding-Window DEA, Temporal DEA, Rolling-Period DEA, Pencere VZA
مرتبط12
خلاصهThe Malmquist Productivity Index (MPI) is a non-parametric measure of total factor productivity (TFP) change over time. Formally grounded in distance functions by Caves, Christensen, and Diewert (1982) and operationalized using Data Envelopment Analysis by Färe, Grosskopf, Norris, and Zhang (1994), MPI decomposes productivity growth into two components: efficiency change (catching-up to the frontier) and technical change (shift of the frontier itself).Window Data Envelopment Analysis (Window DEA) is a non-parametric panel efficiency method that evaluates decision-making units (DMUs) over time by embedding each DMU's observations across a rolling temporal window into a single cross-sectional DEA problem. Introduced by Charnes, Clark, Cooper, and Golany in 1984, it enables longitudinal efficiency tracking without requiring a full panel, increasing discriminatory power by pooling observations across consecutive periods.
ScholarGateمجموعه‌داده
  1. v1
  2. 2 منابع
  3. PUBLISHED
  1. v1
  2. 1 منابع
  3. PUBLISHED

رفتن به جست‌وجو دریافت اسلایدها

ScholarGateمقایسهٔ روش‌ها: Malmquist Productivity Index · Window DEA. بازیابی‌شده در 2026-06-17 از https://scholargate.app/fa/compare