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Journal of Industrial and Systems Engineering، جلد ۱۳، شماره ۳، صفحات ۴۱-۶۰
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عنوان انگلیسی Applied decomposition of Malmquist, cost Malmquist, and allocation Malmquist indices by considering changes in cost-efficiency and technology
چکیده انگلیسی مقاله So far, various decompositions of the Malmquist productivity growth index have been presented. Although factors such as efficiency, scale, and technology have already been examined, there is no factor measures productivity growth from a financial perspective by covering costs. The purpose of this article is to show the impact of cost-efficiency changes as an important component on the productivity growth indices. This article evaluates the rate of productivity growth in the cost space and decomposes the Malmquist productivity growth index into components of cost-efficiency and Allocative efficiency. Then a similar Decomposition for the cost Malmquist index and the allocation Malmquist index based on changes in cost-efficiency and price effect obtained. In the following, we get the relation between the Malmquist index, the Cost Malmquist index, and the allocation Malmquist index with changes in technology and cost-efficiency. Then we model, and calculate the parsing factors of Malmquist indices related to decision-making units using data envelopment analysis and input distance functions. Finally, the data obtained from a real case study modeled and compared the results of previous Malmquist indices with the new Malmquist indices, and the preference of new decompositions have been analyzed.
کلیدواژه‌های انگلیسی مقاله Data Envelopment Analysis,Malmquist Index,cost Malmquist Index,allocation Malmquist Index,Allocative Efficiency,price effect
نویسندگان مقاله Mostafa Tavallaaee |
Behin KaraPajouhesh Institute of Operations Research, Tehran, Iran

Mohammad Reza Alirezaee |
School of Mathematics, Iran University of Science and Technology, Tehran, Iran

نشانی اینترنتی https://www.jise.ir/article_119870_e9186b2387495224243352fbe2a94608.pdf
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