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Keywords: Logistic regression
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Journal Articles
Determinants of bank credit ratings: evidence from Africa, the EU13, and Latin America/Caribbean
Available to Purchase
Journal:
Managerial Finance
Managerial Finance (2026) 52 (5): 773–794.
Published: 15 September 2025
.../approach This research analyzes a panel dataset comprising 752 banks from 95 countries from 2011 to 2020, using ordered logistic regression. Findings The results reveal that corporate governance factors, including board size, board age, and board gender diversity, significantly impact credit ratings...
Journal Articles
The influence of financial literacy on financial resilience – New evidence from Europe during the COVID-19 crisis
Available to Purchase
Journal:
Managerial Finance
Managerial Finance (2022) 48 (9-10): 1453–1471.
Published: 24 May 2022
.../methodology/approach Variable importance may vary with the technique applied. Therefore, different classification techniques, such as logistic regression, partial proportional odds regression, and conditional random forest, have been employed. The analysis relies on the Survey of Health, Ageing...
Journal Articles
What determines firms’ zero-leverage policy in India?
Available to Purchase
Journal:
Managerial Finance
Managerial Finance (2016) 42 (12): 1138–1158.
Published: 05 December 2016
... been used to differentiate between constrained and unconstrained firms. It uses t-test and logistic regression to draw inferences. Findings In general, firms pursuing ZL policy are financially constrained. However, there is a sub-section of ZL firms found unconstrained with high...
