研究團隊發表效率測量模型構建的研究成果

研究團隊於學術期刊「運籌學」(Operations research)發表題為「常規可變規模收益生產前沿和效率測量」(Regular Variable Returns to Scale Production Frontier and Efficiency Measurement)的學術文章,分析了常規可變規模收益生產技術的構建及其效率測量的應用。有關研究為研究資助局2021/2022年度本地自資學位界別競逐研究資助計劃下的「教員發展計劃」資助項目「結構效率測量的統一框架:理論與應用」(UGC/FDS15/E02/21)成果的一部分。

論文摘要(英文):

The most frequently used empirical production frontier in data envelopment analysis, the variable returns to scale frontier, has a convex technology set and displays a special structure in economics, called the regular variable returns to scale in this paper; the production technology exhibits increasing returns to scale at the beginning of the production process followed by constant returns to scale and decreasing returns to scale. When the assumption of convexity is relaxed, modeling regular variable returns to scale becomes difficult, and currently, no satisfactory solution is available in multioutput production. Overcoming these difficulties, this paper adopts a suggestion in literature to incorporate regular variable returns to scale into the free disposal hull frontier under multiple outputs. We establish a framework for analyzing regular variable returns to scale and recommend an empirical production frontier for measuring technical efficiency with such pattern and multiple outputs. In the presence of regular variable returns to scale without convexity, the value of the technical efficiency measure computed from this new frontier is closer to the “true” value than that from the free disposal hull frontier, and the conventional variable returns to scale frontier may cause misleading implications.

https://pubsonline.informs.org/doi/full/10.1287/opre.2021.0470