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This is a Quantitative Study study.

The Effect of Capital Adequacy Ratio, Non-Performing Loan, Net Interest Margin, Loan to Deposit Ratio, and Cost to Income Ratio on the Firm Value of Banks Listed on the Indonesia Stock Exchange for the 2021–2024 Period

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Capital adequacy ratio negatively affects firm value, suggesting financial stability's critical role.
Non-performing loans and net interest margin also exhibit negative relationships with firm value, highlighting asset quality issues.
Multiple linear regression methodology ensures a thorough examination of financial ratios impacting banking firm evaluations.
Findings indicate that capital strength and credit distribution efficiency are essential for investor perception of bank value.

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Quantitative analysis reveals significant effects of capital adequacy and non-performing loans on bank value, indicating key financial parameters.

ATHAYYA et al. (2025) studied this question.

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Quantitative analysis reveals significant effects of capital adequacy and non-performing loans on bank value, indicating key financial parameters.