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Climate, race, and the cost of capital in the municipal bond market.

Publication ,  Journal Article
Smull, E; Kodra, E; Stern, A; Teras, A; Bonanno, M; Doyle, M
Published in: PloS one
January 2023

Both climate risk and race are factors that may affect municipal bond yields, yet each has received relatively limited empirical research attention. We analyzed > 712,000 municipal bonds representing nearly 2 trillion USD in par outstanding, focusing on credit spread or the difference between a debt issuer's interest cost to borrow and a benchmark "risk-free" municipal rate. The relationship between credit spread and physical climate risk is significant and slightly positive, yet the coefficient indicates no meaningful spread penalty for increased physical climate risk. We also find that racial composition (the percent of a community that is Black) explains a statistically significant and meaningful portion of municipal credit spreads, even after controlling for a variety of variables in domains such as geographic location of issuer, bond structure (e.g., bond maturity), credit rating, and non-race economic variables (e.g., per capita income). Assuming 4 trillion USD in annual outstanding par across the entire municipal market, and weighting each issuer by its percent Black, an estimated 19 basis point (bp) penalty for Black Americans sums to approximately 900 million USD annually in aggregate. Our combined findings indicate a systemic mispricing of risk in the municipal bond market, where race impacts the cost of capital, and climate does not.

Duke Scholars

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Published In

PloS one

DOI

EISSN

1932-6203

ISSN

1932-6203

Publication Date

January 2023

Volume

18

Issue

8

Start / End Page

e0288979

Related Subject Headings

  • Investments
  • Income
  • Humans
  • General Science & Technology
  • Financial Management, Hospital
  • Capital Financing
 

Citation

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Smull, E., Kodra, E., Stern, A., Teras, A., Bonanno, M., & Doyle, M. (2023). Climate, race, and the cost of capital in the municipal bond market. PloS One, 18(8), e0288979. https://doi.org/10.1371/journal.pone.0288979
Smull, Erika, Evan Kodra, Adam Stern, Andrew Teras, Michael Bonanno, and Martin Doyle. “Climate, race, and the cost of capital in the municipal bond market.PloS One 18, no. 8 (January 2023): e0288979. https://doi.org/10.1371/journal.pone.0288979.
Smull E, Kodra E, Stern A, Teras A, Bonanno M, Doyle M. Climate, race, and the cost of capital in the municipal bond market. PloS one. 2023 Jan;18(8):e0288979.
Smull, Erika, et al. “Climate, race, and the cost of capital in the municipal bond market.PloS One, vol. 18, no. 8, Jan. 2023, p. e0288979. Epmc, doi:10.1371/journal.pone.0288979.
Smull E, Kodra E, Stern A, Teras A, Bonanno M, Doyle M. Climate, race, and the cost of capital in the municipal bond market. PloS one. 2023 Jan;18(8):e0288979.

Published In

PloS one

DOI

EISSN

1932-6203

ISSN

1932-6203

Publication Date

January 2023

Volume

18

Issue

8

Start / End Page

e0288979

Related Subject Headings

  • Investments
  • Income
  • Humans
  • General Science & Technology
  • Financial Management, Hospital
  • Capital Financing