Impact of firm characteristics and ownership structure on firm efficiency: evidence from non-financial firms of Pakistan

Impact of firm characteristics and ownership structure on firm efficiency: evidence from non-financial firms of Pakistan

This study aims to examine the impact of firm characteristics and ownership structure on the firm efficiency of listed non-financial firms in Pakistan from 2012 to 2017. Firm characteristics include market capitalization, cash holdings, book-to-market ratio and negative book-to-market ratio and owne...

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Bibliographic Details
Main Authors: Shafaat Muhammad Habib, Haroon Hussain, Mamdouh Abdulaziz Saleh Al-Faryan, Rana Yassir Hussain
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Cogent Economics & Finance
Subjects:
firm Efficiency
DEA
cash holdings
book-to-market ratio
negative book-to-market ratio
Online Access:https://www.tandfonline.com/doi/10.1080/23322039.2022.2106628
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