Efficiency Wage and Productivity in the Indian Microfinance Industry: A Panel Evidence

IF 1.8 Q3 MANAGEMENT
Md Aslam Mia, L. D. Pellegrina, Cheng Zhang, Sunil Sangwan
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Abstract

Enhanced productivity remains a crucial agenda for firms to attain cost and competitive advantages in the market. Hence, the main purpose of this study is to investigate the effects of efficiency wage (EW) on the productivity of microfinance institutions (MFIs) with respect to their dual objectives, namely, outreach (depth and breadth) and financial sustainability. Unbalanced panel data of 179 Indian MFIs were collected over the period 2010–2018 from the Microfinance Information Exchange (MIX) market platform (now obtainable from the World Bank catalogue). Under a static model setting (fixed effects model), the observed relationship between EW and MFI’s productivity is mixed. On the one hand, EW exhibits a strong and statistically significant positive relationship with the breadth of outreach, even after considering various control variables and alternative proxies of EW. On the other hand, EW shows no positive influence on the MFIs’ depth of outreach; rather, it results in a mission drift of MFIs, with the poorest of the poor being neglected (weak and insignificant for proxy of EW). Concerning the financial sustainability of MFIs, EW exhibits a positive and statistically significant effect, except for the profitability dimension when an alternative proxy of EW is used. A two-step system generalized method of moments (GMM) performed to limit endogeneity problems also validates most of our findings. The outcomes of this study could help MFIs’ managers in designing appropriate financial packages to enhance MFIs’ productivity and subsequently attain the dual objective of outreach and sustainability.
印度小额信贷行业的效率、工资和生产率:一个小组证据
提高生产力仍然是企业在市场上获得成本和竞争优势的关键议程。因此,本研究的主要目的是调查效率工资(EW)对小额金融机构生产力的影响,涉及其双重目标,即外展(深度和广度)和财务可持续性。2010-2018年期间,从小额信贷信息交易所(MIX)市场平台(现在可从世界银行目录中获得)收集了179家印度小额信贷机构的不平衡面板数据。在静态模型设置(固定效应模型)下,观察到的EW和MFI生产率之间的关系是混合的。一方面,即使在考虑了电子战的各种控制变量和替代指标后,电子战也与外联的广度呈现出强烈且具有统计学意义的正相关关系。另一方面,EW对小额金融机构的外联深度没有显示出积极影响;相反,它导致了MFI的使命漂移,穷人中最贫穷的人被忽视了(对于EW的代表来说,软弱和微不足道)。关于小额金融机构的财务可持续性,EW表现出积极和统计上显著的影响,但使用EW替代指标时的盈利能力除外。一种两步系统广义矩方法(GMM)用于限制内生性问题,也验证了我们的大部分发现。这项研究的结果可以帮助小额金融机构的管理人员设计适当的金融方案,以提高小额金融机构生产力,从而实现外联和可持续性的双重目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.90
自引率
31.20%
发文量
25
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