Intellectual capital and firm risk: evidence from an emerging economy

Isma Zaighum, Qaiser Abbas, Kinza Batool, Shehar Bano, Syed Murtaza Sajjad
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Abstract

Purpose Intellectual capital (IC) plays a pivotal role in determining corporate risk profiles in the contemporary knowledge era. Consequently, this study aims to analyze the impact of IC on firm risk (FR) among the manufacturing companies listed on the Pakistan Stock Exchange (PSX). Design/methodology/approach The authors have adopted the modified value-added intellectual model which combines human capital efficiency, structural capital efficiency, efficiency of capital employed and relational capital efficiency. FR has been used as the dependent variable, measured as the standard deviation of the daily stock prices. The study has used panel data from a sample of 40 manufacturing companies listed in the KSE-100 Index from 2015 to 2021. Findings The results suggest that IC has a significant impact on the FR of manufacturing companies listed on the benchmark index of PSX. Moreover, this relationship is direct; thus, an increase in IC would also increase FR measured by the change in stock prices. Research limitations/implications The current study has only used linear techniques. Future researchers may consider investigating the impact of IC at varying levels of FR using nonlinear techniques. Practical implications This study provides corporate managers and policymakers valuable insight into the need to strike a balance between investment in IC and their FR, particularly in an emerging market context. Originality/value IC is frequently associated with firm performance. However, the relationship between IC and FR has generally been underexplored. This study adds to the strand of limited IC literature by investigating the impact of a modified IC model on FR in an emerging economy.
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知识资本与企业风险:来自新兴经济体的证据
目的在当代知识时代,知识资本(IC)在决定企业风险状况方面发挥着举足轻重的作用。因此,本研究旨在分析在巴基斯坦证券交易所(PSX)上市的制造业公司中智力资本对公司风险(FR)的影响。作者采用了修正的智力增值模型,该模型结合了人力资本效率、结构资本效率、资本使用效率和关系资本效率。FR 被用作因变量,用每日股票价格的标准偏差来衡量。研究使用了 2015 年至 2021 年 KSE-100 指数中 40 家制造业上市公司的面板数据。研究结果表明,IC 对 PSX 基准指数中制造业上市公司的 FR 有显著影响。此外,这种关系是直接的;因此,IC 的增加也会增加以股票价格变化衡量的 FR。本研究为企业管理者和政策制定者提供了有价值的见解,使他们认识到需要在集成电路投资和企业财务状况之间取得平衡,尤其是在新兴市场背景下。然而,人们对集成电路与财务报告之间的关系普遍探讨不足。本研究通过调查新兴经济体中修改后的集成电路模型对财务报告的影响,对有限的集成电路文献进行了补充。
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