Dynamics of intellectual capital and financial performance in ASEAN banks

Wasim Ul Rehman, Omur Saltik, Suleyman Degirmen, Meti̇n Ocak, Hina Shabbir
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Abstract

PurposeThe purpose of this study is to examine the dynamic relationship between intellectual capital (IC) and its components on financial performance of banks within the selected eight countries of Association of Southeast Asian Nations (ASEAN).Design/methodology/approachThe study utilizes the balanced panel data of 37 publicly listed banks from eight leading ASEAN economies for the period of 2017–2021. In this sense, the authors applied the Ante Pulic's typology, i.e. value-added intellectual coefficient (VAIC™) to evaluate the efficiency of intangible and tangible assets. While, investigating the dynamic nature of relationship, the authors employed the generalized system method of moments because of its power to account for the problem of endogeneity and heteroscedasticity.FindingsThe results of the study demonstrate that banks in ASEAN countries shed a varied degree of a spotlight on VAIC™ and its components to create value. The findings revealed that structural capital efficiency is significantly associated with earning per share (EPS), return on assets (ROA) and return on equity (ROE), compared to human capital efficiency (HCE) and capital employed efficiency of ASEAN banks. These results endorse the importance of resource- and knowledge-based views of organizations to leverage the financial performance of banks. However, contrary to theoretical expectations, this study found no positive relationship between HCE with ROA and ROE. Whereas, the relationship of VAIC™ is positive and significant with EPS and ROE but it remains statistically very marginal.Research limitations/implicationsThere are some inherent limitations in this study that could be opportunities for future research. The current study uses the VAIC™ typology, but future researchers can use the modified value-added intellectual coefficient (MVAIC) or triangulation approach to enhance the validity and reliability of the study. Additionally, future research can investigate the similarities and differences among countries in terms of their cultural backgrounds and regulatory frameworks regarding the disclosure of intangibles. Furthermore, future research can increase the length and sample size of the study to enhance its generalizability.Practical implicationsThe robust empirical findings extend the academic debate on IC by unveiling the dynamic nature of relationship between IC and financial performance in context of ASEAN banking sector. The findings provide plausible recommendations for policy makers (managers, regulators and stakeholders) to understand how to increase the IC efficiently, especially human capital as a source to evaluate the firms’ ability in determining value-added and financial performance. Further, findings of this study also suggest that how can policy makers get the benefit by investing more on structural capital as a valuable strategic source to guarantee the optimal performance returns.Originality/valuePrior studies on IC have been country- and firm-specific, utilizing cross-sectional research designs. However, this research contributes to the limited literature by investigating the dynamic nature of the relationship between IC and financial performance of banks in the context of ASEAN countries using micro-panel data.
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东盟银行知识资本与财务业绩的动态变化
本研究旨在考察知识资本(IC)及其组成部分与东南亚国家联盟(东盟)选定的八个国家的银行财务业绩之间的动态关系。研究利用了东盟八个主要经济体的 37 家上市银行在 2017-2021 年期间的平衡面板数据。在此意义上,作者采用了 Ante Pulic 的类型学,即智力增值系数(VAIC™)来评估无形资产和有形资产的效率。研究结果表明,东盟国家的银行在不同程度上重视 VAIC™ 及其组成部分以创造价值。研究结果表明,与东盟国家银行的人力资本效率(HCE)和资本使用效率相比,结构资本效率与每股收益(EPS)、资产回报率(ROA)和股本回报率(ROE)有显著关联。这些结果证明了以资源和知识为基础的组织观点对银行财务绩效的重要性。然而,与理论预期相反,本研究发现 HCE 与 ROA 和 ROE 之间没有正相关关系。而 VAIC™ 与 EPS 和 ROE 之间的关系为正且显著,但在统计上仍然非常微弱。目前的研究使用的是 VAIC™ 类型,但未来的研究人员可以使用修正的增值智力系数 (MVAIC) 或三角测量法来提高研究的有效性和可靠性。此外,未来的研究还可以调查各国在无形资产披露方面的文化背景和监管框架的异同。实践启示有力的实证研究结果揭示了在东盟银行业背景下集成电路与财务绩效之间关系的动态性质,从而扩展了关于集成电路的学术辩论。研究结果为政策制定者(管理者、监管者和利益相关者)提供了合理的建议,帮助他们了解如何有效地提高集成电路,特别是人力资本作为评估企业决定增值和财务绩效能力的来源。此外,本研究的结果还表明,决策者如何才能通过加大对结构资本的投资来获得收益,因为结构资本是保证最佳绩效回报的宝贵战略资源。然而,本研究通过使用微观面板数据调查东盟国家银行集成电路与财务绩效之间关系的动态性质,为有限的文献做出了贡献。
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