Nicholas Institute for Energy, Environment & Sustainability, Duke University, Durham, NC, United States of America.
Breckinridge Capital Advisors, Boston, MA, United States of America.
PLoS One. 2023 Aug 9;18(8):e0288979. doi: 10.1371/journal.pone.0288979. eCollection 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.
气候风险和种族都是可能影响市政债券收益率的因素,但两者都受到了相对有限的实证研究关注。我们分析了超过 71.2 万份市政债券,代表了近 2 万亿美元的票面余额,重点关注信用利差,即债务发行人的借款利息成本与基准“无风险”市政利率之间的差额。信用利差与实际气候风险之间存在显著的正相关关系,但该系数表明,实际气候风险增加并没有带来有意义的信用利差惩罚。我们还发现,种族构成(社区中黑人的比例)即使在控制了发行人地理位置、债券结构(如债券期限)、信用评级和非种族经济变量(如人均收入)等领域的各种变量后,也可以解释市政信用利差的很大一部分,而且具有统计学意义。假设整个市政市场的年未偿票面余额为 4 万亿美元,并且根据每个发行人的黑人比例对其进行加权,那么对于美国黑人来说,估计每年有 19 个基点的惩罚,总计约为 9 亿美元。我们的综合研究结果表明,市政债券市场存在系统性的风险定价错误,其中种族会影响资本成本,而气候因素不会。