Can Lending Hierarchies Balance Bias? The Role of Personal Environmental Values in Credit to Green Firms

Abstract How do bankers treat green firms? Using unique loan application and banker preference data from a mid-sized bank, we find that customer managers, serving as front-line bankers, give more favorable recommendations to green firms, especially when they hold green values themselves. However, a minority of environmentally skeptical loan officers, aware through internal training that customer managers generally have greener preferences, counter this by downgrading positive evaluations of green firms. Despite not knowing the customer manager’s identity, these officers use their discretion to mitigate what they perceive as green biases, demonstrating the significant moderating role of superiors within the bank’s hierarchy.

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Publication Details

Journal
Journal of Financial and Quantitative Analysis
Published
2026-01-05
DOI
https://doi.org/10.1017/s0022109025102561
Primary Topic
Corporate Social Responsibility Reporting
Type
article
Field-Weighted Citation Impact
0.00
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article

Can Lending Hierarchies Balance Bias? The Role of Personal Environmental Values in Credit to Green Firms

Matti Keloharju, Di Bu, Steven R. G. Ongena, Yin Liao
Journal of Financial and Quantitative Analysis
Corporate Social Responsibility Reporting
article

Can Lending Hierarchies Balance Bias? The Role of Personal Environmental Values in Credit to Green Firms

Matti Keloharju, Di Bu, Steven R. G. Ongena, Yin Liao
article en

Abstract

Abstract How do bankers treat green firms? Using unique loan application and banker preference data from a mid-sized bank, we find that customer managers, serving as front-line bankers, give more favorable recommendations to green firms, especially when they hold green values themselves. However, a minority of environmentally skeptical loan officers, aware through internal training that customer managers generally have greener preferences, counter this by downgrading positive evaluations of green firms. Despite not knowing the customer manager’s identity, these officers use their discretion to mitigate what they perceive as green biases, demonstrating the significant moderating role of superiors within the bank’s hierarchy.

Journal of Financial and Quantitative Analysis
Economic Policy Institute (US), Swiss Finance Institute (CH), Macquarie University (AU)
Openalex Percentile: Top 97%
Corporate Social Responsibility Reporting
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