The Influence of Intellectual Capital on Financial Performance: Quantile Analysis Approach

Rola Nowara
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Abstract

Intellectual capital (IC) is being increasingly investigated in fields experiencing change. In management accounting, such changes are visible in areas like strategic management accounting, and environmental management accounting. The relevance of non-financial information is increasingly greater, seeking information from intangible assets that can be used to judge the market value of firms. Given the importance of the theme and consistent growth of intangible assets in today's economy, this research aims to explore the influence of IC components on the financial performance of Egyptian firms listed in EGX100. To investigate the relationship between IC and firms’ financial performance, secondary data were collected from Thomson Reuters DataStream for a sample of 30 firms listed in EGX 100, from 2017 to 2023 resulting in panel data of 210 firm-year observations. Quantile regression analysis is employed to explore the relationship between each component of IC and firms’ financial performance. Quantile regression models revealed that not all the quantile models have the same calculated significance value (P-value) regarding the relationship between IC components (Value added human capital VAHC, Value added structural capital VASC, Value added relational capital VARC, Value added capital employed VACE) and financial performance measures represented by Return on Equity ROE, Return on Assets ROA, Earning per Share EPS, Price to Book ratio P/B ratio, and Tobin’s Q. Modified Value Added Intellectual Coefficient (MVAIC) also have a positive significant impact on EPS, P/B, and Tobin’s Q. Firm size is negatively and significantly related to accounting-based measures, firm age has a positive impact on accounting-based measures while leverage have negative relationship with most financial performance measures. Size of the sample, and the exclusion of financial institutions from the sample represent the main research limitations. The research contributes to literature through measuring the total and individual influence of the four components of IC on firms’ financial performance using Quantile Regression Analysis which has not been employed before in investigating the relationship between IC and financial performance of Egyptian listed firms.
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智力资本对财务绩效的影响:定量分析方法
在经历变革的领域中,对智力资本(IC)的研究与日俱增。在管理会计领域,这种变化在战略管理会计和环境管理会计等领域显而易见。非财务信息的相关性越来越大,人们从无形资产中寻求可用于判断企业市场价值的信息。鉴于无形资产的主题和持续增长在当今经济中的重要性,本研究旨在探讨集成电路组成部分对埃及 EGX100 上市公司财务业绩的影响。为研究集成电路与公司财务业绩之间的关系,研究人员从汤森路透数据流中收集了 2017 年至 2023 年 EGX 100 指数中 30 家上市公司的样本二级数据,得出 210 个公司年观测值的面板数据。采用量子回归分析法探讨集成电路各组成部分与公司财务绩效之间的关系。量子回归模型显示,并非所有量子模型都具有相同的计算显著性值(P 值),即 IC 组成部分(人力资本增值 VAHC、结构资本增值 VASC、关系资本增值 VARC、已动用资本增值 VACE)与财务绩效指标(股权收益率 ROE、资产收益率 ROA、每股收益 EPS、市账率 P/B 比率和托宾 Q 值)之间的关系。公司规模与会计指标呈显著负相关,公司年龄与会计指标呈正相关,而杠杆率与大多数财务绩效指标呈负相关。样本规模和样本中不包括金融机构是研究的主要局限性。本研究通过使用定量回归分析法衡量集成电路的四个组成部分对公司财务绩效的总体和个别影响,为相关文献做出了贡献。
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The Influence of Intellectual Capital on Financial Performance: Quantile Analysis Approach تقارير الاستدامة وأثرها على الائتمان التجاري: دراسة تطبيقية تأثيرالمعرفة المالية علي التحيزات السلوكية للمستثمرين الأفراد في البورصة المصرية "دراسة تطبيقية" أثر الإفصاح عن مخاطر السيولة على الاستقرار المالي للبنوك التجارية المقيدة بالبورصة المصرية تأثير النقل اللينى فى تحسين أداء المرونة التشغيلية "دراسة ميدانية بالتطبيق على مستشفيات جامعة المنصورة"
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