Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah
Vol. 8 No. 10 (2026): Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah

The Effect of Human Capital Efficiency on Bank Performance : Evidence from ASEAN-5 Listed Banks

Ahmad Sudiyana Suwandi (Universitas Airlangga)
Praptini Yulianti (Universitas Airlangga)



Article Info

Publish Date
05 Oct 2026

Abstract

The banking industry is the most human capital-intensive sector, yet amidst pressures for digitalization and post-pandemic efficiency, the contribution of human resources to performance is often questioned. However, empirical evidence on the effect of Human Capital Efficiency (HCE) on bank performance across ASEAN countries remains limited and yields inconsistent results. This study examines the effect of Human Capital Efficiency (HCE) on banking performance in five ASEAN countries during 2016–2024, while comparing its relative contribution to other intellectual capital components. Human capital is measured through the HCE component of the Value Added Intellectual Coefficient (VAIC) model, while performance is proxied by Return on Assets (ROA) and Return on Equity (ROE). Using panel data of 88 banks (731 bank-year observations) from Bloomberg and random effects estimation with robust clustered standard errors, HCE is found to have a positive and significant effect on bank performance. This finding is robust to alternative performance measures, intellectual capital measures, sample composition, and a one-year lag specification to mitigate simultaneity. Standardized analysis shows HCE to be the largest contributor compared to physical and structural capital. The results support the Resource-Based View and Human Capital Theory and imply that personnel costs should be viewed as a strategic investment, not simply a cost.

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Journal Info

Abbrev

alkharaj

Publisher

Subject

Agriculture, Biological Sciences & Forestry Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

Description

Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah is a scientific journal published by Pusat Riset dan Kebijakan Strategis PRKS) of  Institut Agama Islam Nasional (IAI-N) Laa Roiba Bogor in collaboration with Masyarakat Ekonomi Syariah (MES) and Intelectual Association for Islamic Studies ...