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The Role of Networks in Loan Syndicate Markets

Author

Listed:
  • Jeffrey H. Harris

    (Kogod School of Business, American University, Washington, District of Columbia 20016)

  • Ioannis Spyridopoulos

    (Kogod School of Business, American University, Washington, District of Columbia 20016)

  • Morad Zekhnini

    (Eli Broad College of Business, Michigan State University, East Lansing, Michigan 48824)

  • Celso Brunetti

    (Federal Reserve Board of Governors, Washington, District of Columbia 20551)

Abstract

Several large, well-connected banks jointly underwrite the vast majority of syndicated loans. Although syndication reduces risk by spreading large loans across multiple banks and may benefit borrowers, the process may also facilitate collusive pricing. Disentangling these two effects requires a network view of loan syndicates as traditional measures of market concentration do not capture the collaborative nature of syndication. We find that well-connected banks offer 5- to 15-basis-point-lower loan rates. Well-connected lenders leverage their network position to structure larger, more dispersed syndicates with fewer coarrangers, allowing them to earn higher fee income and reduce their loan risk exposure. We address potential selection biases by exploiting the stickiness in firm-bank relationships and the transfer of credit relationships around forced mergers during the 2007–2009 financial crisis. Using new supervisory data on borrowers’ loan repayment and on-site inspections, we find little evidence that connectedness is related to superior monitoring or performance. Our findings suggest that connectivity is instrumental in lowering loan prices rather than facilitating collusive pricing.

Suggested Citation

  • Jeffrey H. Harris & Ioannis Spyridopoulos & Morad Zekhnini & Celso Brunetti, 2026. "The Role of Networks in Loan Syndicate Markets," Management Science, INFORMS, vol. 72(6), pages 5463-5489, June.
  • Handle: RePEc:inm:ormnsc:v:72:y:2026:i:6:p:5463-5489
    DOI: 10.1287/mnsc.2024.06313
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