The geography of information: evidence from the public debt market

Bill Francis, Iftekhar Hasan and Maya Waisman

Journal of Economic Geography, 2023, vol. 23, issue 1, 91-138

Abstract: We investigate the link between the spatial concentration of firms in large, central metropolitans (i.e. urban agglomeration) and the cost of public corporate debt. Looking at bond issues over the period 1985–2014, we find that bonds issued by companies headquartered in urban agglomerates have lower at-issue yield spreads than bonds issued by firms based in remote, sparsely populated areas. Measures of the count of institutional bondholders in a firm’s vicinity confirm that the spatial cross-sectional variation in bond spreads is driven by the proximity of metropolitan firms to large concentrations of institutional investors. Our results are robust to controls for firm productivity and governance, analyst following, and exogenous shocks to institutional investor attention. The effect of headquarters location on bond spreads is especially pronounced for more difficult to value, speculative-grade bonds, bonds issued by smaller, less visible firms and bonds issued without protective covenants. Overall, we provide evidence that the geographical distribution of firms and investors generates a corresponding distribution of value-relevant, firm-level information that affects its cost of capital.

Keywords: Bond yield; information network; local social ties; urban agglomeration; institutional investors; underwriters (search for similar items in EconPapers)
JEL-codes: D80 G23 G24 G30 O18 (search for similar items in EconPapers)
Date: 2023
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