印度的微型手摇织机企业效率高吗?基于DEA和自举截断回归方法的估计

IF 1.5 Q2 MATERIALS SCIENCE, TEXTILES
Bijoy Kumar Dey, U. Paul, Gurudas Das
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引用次数: 1

摘要

虽然手织机是印度数百万人的重要生计来源,但与其他经济部门相比,它的表现不佳,这可能是技术效率低下的根源。到目前为止,还没有对技术效率进行测量的研究;因此,本研究的目的是评估印度手摇织机微型企业的技术效率。设计/方法/方法本研究包括来自印度阿萨姆邦的427名手摇织机微型企业家。采用自举截断回归方法,采用数据包络分析(DEA)计算技术效率,找出导致效率低下的因素。研究结果表明,手摇织机企业的纯技术效率为75%,表明投入还有减少的空间。自举截断回归结果显示,教育程度、从业经验、现代技术、信息通信技术、银行贷款、培训、性别和地域对手摇织机企业的技术效率有显著影响。研究局限性/意义尽管DEA方法最近取得了进展,但本研究使用的是传统形式的DEA。这项研究只使用了一个输出和一组有限的输入。通过扩大投入和产出的数量,可以获得更好的结果。最后,本研究的数据是从一个非常狭窄的地理区域获得的。该地区其他地区和其他州的手摇织机企业的生产实践可能会有很大差异。技术效率测量对企业有管理意义,因为它使企业家能够确定生产相同产出所需的投入少多少。细致的分析可以找出效率低下的原因。原创性/价值本文旨在对现存文献做出两项重大贡献。首先,据笔者所知,目前世界上还没有发表过分析手摇织机微型企业技术效率的文献。作者通过系统地分析阿萨姆邦手摇织机工业的技术效率来填补这一空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Are handloom micro-enterprises in India efficient? Estimation based on DEA and bootstrap truncated regression approach
Purpose Although handloom is a significant source of livelihood for millions of people in India, it performs poorly compared to other sectors of the economy, which may be the root of technical inefficiency. Until now, to measure technical efficiency, no studies have been carried out; therefore, the purpose of this study is to estimate the technical efficiency in the handloom micro-enterprises in India. Design/methodology/approach This study includes 427 handloom micro-entrepreneurs from the Indian state of Assam. Using bootstrap truncated regression, the data envelopment analysis (DEA) was used to calculate the technical efficiency and identify the factors responsible for inefficiency. Findings The findings of this study reveal that handloom enterprises are 75% pure technically efficient, suggesting room for input reduction. The bootstrap truncated regression results show that education, prior experience, modern technology, ICT, bank loan, training, gender and location significantly influence the technical efficiency of handloom enterprises. Research limitations/implications Despite recent advances in the DEA method, this study used a traditional form of DEA. This study used only one output and a limited set of inputs. Better results could have been obtained by expanding the number of inputs and output. Finally, the data for this study has been obtained from a very narrow geographic area. The production practices of the handloom enterprises in other parts of the region and other states might vary considerably. Practical implications Technical efficiency measurement has management implications for businesses because it allows entrepreneurs to determine how much less input is required to produce the same output. A meticulous analysis can pinpoint the causes of inefficiency. Originality/value This paper aims to make two significant contributions to the extant literature. First, to the best of the authors’ knowledge, no published document has analyzed the technical efficiency of handloom micro-enterprises anywhere in the world. The authors fill this void by systematically analyzing the technical efficiency of the handloom industry in Assam.
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来源期刊
Research journal of textile and apparel
Research journal of textile and apparel MATERIALS SCIENCE, TEXTILES-
CiteScore
2.90
自引率
13.30%
发文量
46
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