The Moderating Effects Of Intellectual Capital On The Relationships Between Income Diversification And Banking Efficiency In Indonesia

Authors

  • Salsa Femilia Azra Student
  • Rachmat Sudarsono Universitas Padjadjaran

DOI:

https://doi.org/10.37385/msej.v7i1.10079

Keywords:

Income Diversification, Intellectual Capital, Cost To Income Ratio

Abstract

This study examines the impact of income diversification on cost-to-income ratio (CIR) in KBMI 4 banks over the quarterly period 2022–2024, with intellectual capital serving as a moderating variable. Quarterly panel data are analyzed using moderated regression analysis (MRA). The results indicate that income diversification does not have a significant direct effect on banking efficiency. However, intellectual capital significantly strengthens the negative effect of income diversification on CIR. These findings highlight the importance of effective internal resource management in supporting the efficiency of diversification strategies in large-scale banks.

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Published

2026-01-05

How to Cite

Azra, S. F., & Sudarsono, R. (2026). The Moderating Effects Of Intellectual Capital On The Relationships Between Income Diversification And Banking Efficiency In Indonesia . Management Studies and Entrepreneurship Journal (MSEJ), 7(1), 707–716. https://doi.org/10.37385/msej.v7i1.10079