Analysing drivers of efficiency in the leather industry: a two-stage double bootstrap DEA approach

被引:2
|
作者
Singh, Aparajita [1 ]
Gundimeda, Haripriya [2 ]
机构
[1] Indian Inst Technol Roorkee, Dept Humanities & Social Sci, Roorkee, Uttar Pradesh, India
[2] Indian Inst Technol, Dept Humanities & Social Sci, Mumbai, Maharashtra, India
关键词
Technical efficiency; Data envelopment analysis (DEA); Bootstrap DEA; Meta group frontier analysis; Leather industry; India; NONPARAMETRIC META-FRONTIER; TECHNICAL EFFICIENCY; ENERGY EFFICIENCY; INDIA; DETERMINANTS; CHINA; FIRMS; STRATEGIES; COUNTRIES; COMPANIES;
D O I
10.1108/BIJ-04-2021-0178
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose The Indian leather industry contributes to economic growth at a significant environmental cost. Due to the rising global demand for sustainable leather products, promoting efficient input utilisation has become vital. This study measures input efficiency and its determinants for leather industry in order for it to improve its future performance. Design/methodology/approach In the first stage, bootstrap data envelopment analysis (DEA) approach is used for measuring efficiency and analysing firms' differences based on their geographical location, organisational structures, urban-rural location and sub-industrial groups. A second stage regression examines efficiency determinants using size, age, skill and capital-labour intensity as the explanatory variables. Findings Efficiency result shows a significant potential of minimising inputs by 47% provided the firms adopt best practices. West Bengal firms, urban located firms, individual and proprietorship owned firms and leather consumer goods firms are found to be relatively efficient to their counterparts. Size, skilled managerial staff and labour-intensive firms positively affect efficiency. Practical implications Construction of well-connected roads for accessing urban retail markets and provision of reliable electricity would improve efficiency of rural firms. Small-scale enterprises have a larger share in Indian leather industry; therefore, policy should focus on enhancing the firms' scale and investing in training facilities to skill employed labour for ensuring optimal use of inputs. Originality/value Previous studies on the leather industry have used the conventional DEA efficiency measurement approach. This study uses DEA bootstrapping model for robust efficiency estimates and provides consistent inferences about the determinants.
引用
收藏
页码:2780 / 2805
页数:26
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