Journal of Business and Management Inaba
Vol. 5 No. 1 (2026): Volume 5 Number 1, June 2026

Maintaining Banking Asset Quality Through Investor Sentiment: Evidence From KBMI 3 Banks In Indonesia

Widy Muchamad (Politeknik Sukabumi)
Dedi Supiyadi (Universitas Indonesia Membangun)
Arus Reka Prasetia (Universitas Widyatama)
Wufron Wufron (Universitas Garut)
Ahmad Mudzakir (Universitas Islam Negeri Bandung)



Article Info

Publish Date
29 Jun 2026

Abstract

This paper investigates the transmission mechanism through which capital structure decisions shape bank credit quality, with investor sentiment serving as the mediating channel. Drawing on a balanced panel of 11 KBMI 3-classified commercial banks listed on the Indonesia Stock Exchange over the 2021–2025 post-pandemic period, the study employs the Debt-to-Equity Ratio (DER), Price-to-Book Value (PBV), and Non-Performing Loan (NPL) as proxies for the respective constructs. The empirical strategy combines Random Effect Model (REM) estimation with bootstrap-resampling mediation analysis (5,000 iterations) to yield robust inference across 55 balanced observations. Estimation results show that DER does not exert a statistically significant direct influence on PBV, yet PBV demonstrates a significant inverse relationship with NPL. More importantly, the indirect effect of DER on NPL through PBV is statistically significant under bootstrap confidence intervals that exclude zero, confirming full mediation. The evidence points to market perception—captured by PBV—as the primary conduit through which funding-structure choices ultimately affect loan portfolio quality. Theoretically, the findings reconcile Signaling Theory, Trade-Off Theory, and Market Discipline Theory within a single mediating framework, enriching the literature on bank risk transmission in emerging economies. Practically, the results underscore the strategic value of cultivating positive investor sentiment as an indirect lever for reducing credit risk and reinforcing financial stability.

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Journal Info

Abbrev

jbmi

Publisher

Subject

Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Social Sciences

Description

This journal encompasses original research articles, review articles, and short communications, including: Financial Management, Marketing Management, Human Resource Management, Organizational Behavior, Strategic Management, Operations Management, Change Management, Management of Sharia, ...