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Finding 3154Emerging EvidenceValidation V0

This paper leverages a natural experiment from the fair value hierarchy to examine how hard balance sheet information shapes debt contracting and credit supply. Contrasting public financial firms with private counterparts and applying $\text{DiD}$ and triple differences methodologies, it presents novel, empirically robust insights into contractual frictions and lending dynamics.

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Supporting75% linkage confidence
This paper leverages a natural experiment from the fair value hierarchy to examine how hard balance sheet information shapes debt contracting and credit supply. Contrasting public financial firms with private counterparts and applying $\text{DiD}$ and triple differences methodologies, it presents novel, empirically robust insights into contractual frictions and lending dynamics.

key_findings bullet 4 · key_findings

Inspect source: Credit supply and contracting on hard information in debt markets →
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This Finding was extracted from the configured corpus. It is versioned, traceable, and may evolve through editorial review or new corpus evidence.