Data Envelopment Analysis and Tobit Analysis for Firm Efficiency in Perspective of Working Capital Management in Manufacturing Sector of Pakistan

Muhammad Fawad Ahmad, M. Ishtiaq, K. Hamid, Muhammad Usman Khurram, A. Nawaz
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引用次数: 16

Abstract

This research is performed for dealing with some of the important working capital management policies and efficiency regarding to manufacturing sector of Pakistan. For this purpose data from 37 firms have been taken for the period 2009-2014. Data envelopment analysis (DEA) and Tobit regression analysis has been performed to achieve the objective of this study. DEA results indicate that only fifteen companies require increase in inputs to attain better output whereas six companies require decrease in the input. However sixteen companies have to consistent with their existing proportionate of inputs to sustain the output maximization. Tobit regression analysis concludes that average collection period has significant negative impact on efficiency and current ratio, gross working capital turnover ratio and financial leverage ratio have positive significant impact on efficiency.
巴基斯坦制造业营运资金管理视角下企业效率的数据包络分析与Tobit分析
本研究是为了处理巴基斯坦制造业的一些重要的营运资金管理政策和效率而进行的。为此,从37家公司获得了2009-2014年期间的数据。采用数据包络分析(DEA)和Tobit回归分析来达到本研究的目的。DEA结果表明,只有15家公司需要增加投入以获得更好的产出,而6家公司需要减少投入。然而,16家公司必须保持其现有的投入比例,以维持产出最大化。Tobit回归分析得出平均回收期对效率和流动比率有显著的负向影响,总营运资金周转率和财务杠杆率对效率有显著的正向影响。
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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