What type of study is this?

This is a Bootstrap study (also classified as: Panel Regression).

CAML as determinants for return on assets of Ghanaian banks: a bootstrap panel regression approach

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Analysis using bootstrap panel regression shows capital adequacy positively influences ROA in banks, suggesting solid management strategies.

Return on assets is significantly influenced by capital adequacy and management efficiency ratios.
Bootstrap regression highlights a positive relationship between asset quality and ROA, contrary to previous claims.
Liquidity ratio shows a significant negative influence on ROA in Ghanaian banks.
Analysis involved 19 commercial banks over a longitudinal period from 2011 to 2022.

Ayimah et al. (2025) studied this question.

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Analysis using bootstrap panel regression shows capital adequacy positively influences ROA in banks, suggesting solid management strategies.