Efficiency Analysis of Manufacturing Firms Using Data Envelopment Analysis Technique

Journal of Data Science

article

Tagdira Naznin Smriti ; Md Hasinur Rahaman Khan

关键词: Efficiency analysis;    Variable returns to scale;    Competitive market;   

DOI  :  10.6339/JDS.201801_16(1).0004

学科分类：土木及结构工程学

来源: JDS

【 摘 要 】

Efficiency analysis is very useful and important to measure the performance of the firms in com- petitive market of rapidly developing country like Bangladesh. The more efficient firms, and the decision making units (DMUs) are usually referred as benchmarking units for the development. In this study, efficiency scores are obtained using the non-parametric Data Envelopment Anal- ysis (DEA) technique for 1007 manufacturing firms in Bangladesh from the enterprise survey data. The DEA is used to calculate weights for inputs and outputs by assigning the maximum efficiency score for a DMU under evaluation. Total 29 firms are found efficient under variable returns to scale assumption. The significant determinants behind the inefficiency found in this analysis include mainly the firm size, manager’s experience in respective sector, annual losses due to power outage, number of production workers.

【 授权许可】

CC BY