Score contribution per author:
α: calibrated so average coauthorship-adjusted count equals average raw count
This paper studies how bank managers’ hierarchy influences guarantee use. Analyzing 17,900 Italian loan contracts, we show lower-level managers mitigate information asymmetries via relationship lending, while higher-level managers rely on quantitative data, increasing guarantee requirements. Results remain robust across subsamples.