“…To summarize, extant studies investigate bank risk-taking behavior, but the proxy variables used differ largely. Existing research use proxies such as volatility of ROA ( García-Kuhnert et al., 2015 ; Mourouzidou-Damtsa et al., 2019 ), risk assets-to-total assets ratio ( Delis and Kouretas, 2011 ), regulatory capital measured by core capital ratios, total risk-based capital ratios, and equity-to-total asset ratios ( Vodová, 2019 ; Aldasoro et al., 2022 ), credit risk measures such as impaired loan ratios, non-performing loan-to-total asset ratios, and loan loss reserve ratios (see Mio et al., 2022 ), insolvency risk measured by z-scores ( Aljughaiman and Salama, 2019 ; Teixeira et al., 2020 ; Mio et al., 2022 ), the CDS spread ( Drago et al., 2019 ; Di Tommaso and Thornton, 2020 ), and Merton's distance-to-default (DD) ( Chiaramonte et al., 2021 ; García et al., 2022 ; Jo et al., 2022 ).…”