Intellectual capital: A key driver of financial performance in the Macedonian banking industry

Bojan Malchev, Atanasko Atanasovski, Marina Trpeska
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Abstract

Research Question: How does intellectual capital, measured by the Value Added Intellectual Coefficient (VAIC) and its components, influence the financial performance of banks in North Macedonia? Motivation: In the evolving landscape of the banking sector, understanding the impact of intellectual capital on financial performance is crucial. This study builds upon existing research (Appuhami, 2007; Ozkan et al., 2017; Joshi et al., 2013) to explore this relationship in the specific context of North Macedonia. It addresses the research gap by using the VAIC model to quantify intellectual capital and examines its effect on Return on Assets (ROA) and Return on Equity (ROE). Idea: The research employs linear regression models to analyze the effect of intellectual capital, as measured by VAIC and its components, on the financial performance indicators ROA and ROE in Macedonian banks. Data: The study analyzes a decade of data (2012-2021) from ten Macedonian banks, using the VAIC model to measure intellectual capital. Tools: The study utilizes linear regression analyses with the Statistical Package for the Social Sciences (SPSS) to examine the relationship between intellectual capital and financial performance. Findings: The study finds a significant and positive impact of VAIC and its components on both ROA and ROE. These results underscore the importance of intellectual capital in enhancing financial performance in the banking sector. Notably, the study reveals a high average VAIC value among Macedonian banks, indicating their substantial intellectual capability. Contribution: This research adds to the literature by elucidating the relationship between intellectual capital, measured through VAIC, and financial performance in the banking sector of North Macedonia.
智力资本:马其顿银行业财务业绩的关键驱动力
研究问题以智力增值系数(VAIC)及其组成部分衡量的智力资本如何影响北马其顿银行的财务业绩?研究动机在银行业不断发展的形势下,了解智力资本对财务业绩的影响至关重要。本研究以现有研究(Appuhami,2007 年;Ozkan 等人,2017 年;Joshi 等人,2013 年)为基础,在北马其顿的特定背景下探索这种关系。本研究利用 VAIC 模型量化智力资本,并考察其对资产回报率(ROA)和股本回报率(ROE)的影响,从而填补了研究空白。观点研究采用线性回归模型,分析马其顿银行中以 VAIC 及其组成部分衡量的智力资本对财务业绩指标 ROA 和 ROE 的影响。数据:研究分析了马其顿十家银行十年(2012-2021 年)的数据,使用 VAIC 模型来衡量智力资本。工具:本研究利用社会科学统计软件包(SPSS)的线性回归分析来研究知识资本与财务业绩之间的关系。研究结果:研究发现,VAIC 及其组成部分对 ROA 和 ROE 都有显著的积极影响。这些结果凸显了知识资本在提高银行业财务绩效方面的重要性。值得注意的是,研究显示马其顿银行的平均 VAIC 值很高,这表明它们具有很强的知识能力。贡献:本研究阐明了通过 VAIC 衡量的智力资本与北马其顿银行业财务业绩之间的关系,为相关文献提供了新的内容。
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