The DOI matches its Crossref record; 49 of the 49 references it cites were found in a registry or an index.
Climate Change, Firm Performance, and Investor Surprises
Open accessAbstract
We link records of firm performance, equity analyst forecast errors, and stock returns around companies’ earnings announcements to firm-specific measures of heat exposure for more than 17,000 firms in 93 countries from 1995 to 2019. We find that increased exposure to extremely high temperatures reduces firms’ revenues and operating income. A one-standard-deviation increase in the number of hot days decreases revenues (operating income) by 0.6% (1.8%) of the average quarterly revenue (operating income). Moreover, we provide evidence that increased heat exposure impacts negatively on firm financial performance relative to analyst predictions and on earnings announcement returns. These findings indicate that capital market participants do not fully anticipate the economic consequences of heat as a first order physical climate risk. This paper was accepted by Colin Mayer, Special Section of Management Science on Business and Climate Change. Funding: N. Pankratz gratefully acknowledges financial support from the French Social Investment Forum and the Principles for Responsible Investment [PhD Research Grant 2017]. Supplemental Material: Data are available at https://doi.org/10.1287/mnsc.2023.4685 .
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Mishra, A. K., & Singh, V. P. (2010) · Journal of Hydrology · doi:10.1016/j.jhydrol.2010.07.012 · Cited by 5,436
Mostly Harmless Econometrics: An Empiricist's Companion
Angrist, J. D., & Pischke, J.-S. (2008) · doi:10.2307/j.ctvcm4j72 · Cited by 5,051
Do Investors Care about Carbon Risk?
Bolton, P., & Kacperczyk, M. (2021) · Journal of Financial Economics · doi:10.1016/j.jfineco.2021.05.008 · Cited by 3,380
The Importance of Climate Risks for Institutional Investors
Krueger, P., Sautner, Z., & Starks, L. T. (2020) · The Review of Financial Studies · doi:10.1093/rfs/hhz137 · Cited by 3,034
Global non-linear effect of temperature on economic production
Burke, M., Hsiang, S. M., & Miguel, E. (2015) · Nature · doi:10.1038/nature15725 · Cited by 2,913
GMM Estimation with Cross Sectional Dependence
Conley, T. G. (1999) · Journal of Econometrics · doi:10.1016/s0304-4076(98)00084-0 · Cited by 2,685
Does the stock market fully value intangibles? Employee satisfaction and equity prices
Edmans, A. (2011) · Journal of Financial Economics · doi:10.1016/j.jfineco.2011.03.021 · Cited by 2,511
What Do We Learn from the Weather? The New Climate-Economy Literature
Dell, M., Jones, B. F., & Olken, B. A. (2014) · Journal of Economic Literature · doi:10.1257/jel.52.3.740 · Cited by 2,300
Temperature Shocks and Economic Growth: Evidence from the Last Half Century
Dell, M., Jones, B. F., & Olken, B. A. (2012) · American Economic Journal: Macroeconomics · doi:10.1257/mac.4.3.66 · Cited by 2,223
Corporate goodness and shareholder wealth
Krüger, P. (2015) · Journal of Financial Economics · doi:10.1016/j.jfineco.2014.09.008 · Cited by 1,901
Cited by
Climate Sensitivity and Predictable Returns
Kumar, A., Xin, W., & Zhang, C. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3331872 · Cited by 55
Metadata
- Authors
- Pankratz, N., Bauer, R., & Derwall, J.
- Venue
- Management Science
- Published
- 2023-12
- Volume
- 69
- Issue
- 12
- Pages
- 7352-7398
- ISSN
- 0025-1909 (ISSN-L)
- 1526-5501
- OpenAlex
- W4328094166
- Cited by
- 615
- References
- 49
- FWCI
- 126.15
- Type
- journal article
- Language
- en
- Open access
- green
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