View original document

The full text on this page is automatically extracted from the file linked above and may contain errors and inconsistencies.

FRBSF Economic Letter
2021-17 | June 28, 2021 | Research from the Federal Reserve Bank of San Francisco

Climate Risk and the Fed: Preparing for an Uncertain Certainty
Mary C. Daly
While the severity and scope of a changing climate remains unclear, the consensus is that it
poses a significant risk to the global economy and financial system. As monetary
policymakers, the Fed’s job is to navigate this uncertainty by anticipating the potential
changes and understanding their implications. The following is adapted from remarks by the
president of the Federal Reserve Bank of San Francisco to the Peterson Institute for
International Economics on June 22.

Economies are, in many ways, perpetually evolving, adapting to new conditions and moving from one
steady state to another. As these transitions occur, the path forward is often hazy. We can see the world
shifting around us, but we’re not completely sure where we’ll end up. All we know for certain is that change
is on the horizon.
Society has faced many of these uncertain certainties: industrialization, globalization, the digital revolution.
It’s increasingly clear that climate change is another one. While the severity and scope remain unclear, the
consensus is that a changing climate poses a significant risk to the global economy and financial system
(see, for example, USGCRP 2018, Auffhammer 2018, Hsiang and Kopp 2018, Hsiang et al. 2017, Brunetti et
al. 2021, Rudebusch 2021; see also Brainard 2021 for related discussion). And we know from experience
that ignoring these risks or failing to prepare for them will make the transformation more turbulent and the
destination less hospitable.
As monetary policymakers, our job is to navigate this uncertainty. We need to anticipate the changes before
us and understand their implications. Today, I will talk about how the Federal Reserve Bank of San
Francisco and the Federal Reserve more broadly think about climate risk and its implications for the
economy.

Preparing for uncertainty
Now, at this point, most people understand that their future, and the futures of their children and
grandchildren, will be affected by climate change. Defined as the current and projected trend toward higher
average temperatures and the environmental shifts that result, such as melting ice caps, rising sea levels,
more frequent severe storms, and changes in the pattern and predictability of rainfall (IPCC 2020, USGCRP
2018). Indeed, in a 2019 Pew Research survey, 62% of Americans said that climate change is having at least
some effect on their local communities (Funk and Hefferon 2019).

FRBSF Economic Letter 2021-17

June 28, 2021

But the future is a far-off place. And as humans, it can be tempting to discount or simply ignore it.
Unfortunately, that makes the path to change more treacherous. The better we understand the challenges
and opportunities of climate change, the better we’ll be able to manage them.
For many people, that future is already here. Drought and wildfires in California and the Pacific Northwest,
ice storms in Texas, floods in the Midwest, and hurricanes in the South have already cost lives, destroyed
property, and displaced communities, sometimes permanently (for research on extreme events and their
economic effects, see Aylward and Oliveira 2020, Bakkensen and Barrage 2020, Gallagher 2014, Tran and
Wilson 2020, Deryugina 2017, and Fried 2021). Assessing climate risk means understanding the likely
frequency and severity of these kinds of physical disruptions.
But physical risks are only part of the story. A complete picture has to recognize the preparations—
precautionary or proactive—that individuals, businesses, and governments are making to manage the
expected risks. These are especially uncertain since they depend on the awareness and reactions of
individuals, communities, and societies.
Early data tell us that adjustments are already under way. As the frequency of climate-related events has
increased, insurers and financial institutions have taken notice. They’re much less likely to shake off storms,
fires, and floods as occasional or “freak” occurrences. Instead, they’re recognizing them as indicative of a
more recurrent pattern that demands higher compensation or different treatment.
The economic impact is tangible. It’s already harder and more expensive to insure real estate in risk-prone
areas like Florida, Louisiana, Texas, and California (see, for example, Flavelle 2019, Grimaldi et al. 2020,
and Sheehan 2020.) Individuals and businesses in those areas are increasingly on the hook for property
damage. This limits their ability to get loans or attract investors, curtails production, and affects decisions
about the location of current and future operations. It also leaves property owners and the banks that hold
their mortgages with stranded assets: real estate investments that can no longer deliver their projected rate
of return.
These dynamics aren’t limited to businesses and households in areas prone to destructive weather events.
We’re seeing them in parts of the country facing less conspicuous climate effects, like prolonged extreme
temperatures and unpredictable rainfall. The outcomes may seem less acute than fires or hurricanes, but
they affect business operations in equally crucial ways—for example, by influencing which crops can be
grown or how many months of the year people can work outside. These kinds of shifts are already being
factored into businesses’ and insurers’ assessments of risk (Brunetti et al. 2021).
All of this highlights an important reality. The risks from climate change aren’t an isolated problem relevant
only to a few sectors or parts of the country. Large swaths of the nation and a wide range of industries are
vulnerable to disruption. These industries include the agricultural and resource sectors, leisure activities,
various manufacturing industries, and the financial institutions that support their operation (USGCRP
2018).

2

FRBSF Economic Letter 2021-17

June 28, 2021

Of course, nowhere are these risks more acute than in the sectors of the economy that produce and use
carbon-based energy. The global and increasingly domestic momentum to “go green” is prompting
consumers and businesses to decarbonize and shift to more environmentally neutral forms of energy (Fried,
Novan, and Peterman 2021). These changes can lead to mispriced assets or misallocated capital, especially
for entities operating globally. We’re already seeing corporations take notice. A growing number of them are
including climate risk assessments in their daily business planning and financial disclosures. In many cases,
this is happening in the absence of regulatory requirements or government mandates (see the work by the
Task Force on Climate-Related Financial Disclosures, https://www.fsb-tcfd.org/, and CDP,
https://www.cdp.net/en/climate).
Many sectors are feeling the strain, including energy, automobiles, and construction. Firms in these carbonheavy sectors could see declines in asset prices, income, and profitability (Rudebusch 2021, Brunetti et al.
2021). Understandably, communities and businesses that rely on these industries are worried; they’re
thinking about falling production, stranded assets, and, ultimately, stranded people.
Their fears aren’t unfounded. We don’t have to go back very far in our history to see the devastating impact
economic shifts can have on whole segments of society. Think back to the 1980s wave of globalization. The
view of most economists, including me, was that freer trade would be an unqualified win for the aggregate
economy, raising output, driving growth, lowering inflation, and ultimately delivering higher GDP per
capita (Alston, Kearl, and Vaughan 1992). And globalization has led to many good things—just not across
the board (see, for example, Broda and Weinstein 2006, Ebenstein et al. 2014, Caliendo and Parro 2015,
and Hummels, Munch, and Xiang 2018).
Industries that had once been at the heart of the U.S. economy became less profitable and less viable.
Workers displaced from downsized and closing businesses found it hard to transition to alternative
employment with similar pay. Some remained idle for the rest of their working lives. While new jobs and
industries emerged, they often went to other people, in other places, far from the communities hardest hit
by globalization. Thirty years later, many of these communities still bear the scars, having never fully
recovered from the effects of the transition. Regarding persistent trade impacts on U.S. employment, see,
for example, Autor, Dorn, and Hanson (2013) and Autor et al. (2014).
Climate change could bring similar economic upheaval, boosting innovation, output, and jobs in green
sectors, while reducing them in carbon-intensive ones. While the evolution of these patterns is uncertain, it
is clear that where we end up will be different than where we’ve been. And the lesson from past experience
is that how we manage these shifts will shape not just the climate, but also the trajectory of the economy
and the individuals, families, and communities that make it up.

Climate risk and the Fed
So, what does all of this mean for the Fed? Well, like all other risks to the economy, it’s incumbent on the
Federal Reserve to understand the likely path of climate change and the transitions that could be part of this
evolution. At this juncture, when both the path of change and the eventual new equilibrium are so
uncertain, our role is to listen, study, and adjust to whatever comes our way.

3

FRBSF Economic Letter 2021-17

June 28, 2021

And we’ve already needed to do this. Over the past several years, severe weather and wildfires have
frequently distorted headline employment and growth numbers, making it more challenging to decipher the
true state of the economy. This has prompted us and others throughout the Federal Reserve System to look
at weather as a regular explanatory factor in economic performance—a necessary response to the increased
frequency and impact of climate events (Wilson 2019, Boldin and Wright 2015). This is different than
simple seasonal adjustment, which assumes the local and national patterns of weather are broadly similar
from year to year.
But the Fed and all central banks also need to be forward looking, responding to the risks we see today,
while anticipating those that have yet to unfold. This need has prompted many central banks to formally
consider climate risk in the regulation and supervision of financial institutions. For example, this month the
Bank of England (2021) launched an “experimental” climate risk stress test of major U.K. banks and
insurers. The European Central Bank (2020) includes climate risk in its supervisory guidance to financial
institutions.
The Federal Reserve is thinking about these risks, too. Earlier this year, we created a new Supervision
Climate Committee to ensure the resilience of financial firms under our supervision. The Federal Reserve
Board is also establishing a Financial Stability Climate Committee to identify, assess, and address climaterelated risks to financial stability. The Federal Reserve’s Supervision and Regulation Report (Board of
Governors 2020a) and Financial Stability Report (Board of Governors 2020b) discuss these issues from
microprudential and macroprudential perspectives, respectively (see Brainard 2021 for additional
discussion).
Of course, there are also risks to the economy that we don’t yet fully understand—the known but unknown
risks. One of those is the response of businesses and households to living in a more unpredictable world. As
uncertainty rises, so does the desire for precautionary savings that can be used to offset or hedge against
possible future losses. While such behavior is a prudent response to greater risk, a change in saving
behavior of a large number of individuals, both here and abroad, would contribute to a lower neutral rate of
interest, or r-star (Dietrich, Muller, and Schoenle 2021).
A similar downward force on r-star may arise from a reduction in labor productivity, as rising temperatures
impede outdoor work or skill demand outstrips skill supply, limiting growth. This would only add to the
structural factors currently depressing the neutral rate of interest and further curtail the Fed’s ability to cut
rates to combat economic downturns (for examinations of the structural factors depressing r-star see
Carvalho, Ferrero, and Nechio 2016, Holston, Laubach, and Williams 2017, Jordà and Taylor 2019). Of
course, there could also be offsetting pressure on r-star from increased investments to move to a more
sustainable economy. In other words, there’s a lot of uncertainty.
Another known but unknown risk is how much and how rapidly the structure of the economy will change. If
the journey occurs abruptly, the transition could put considerable pressure on both employment and prices.
For example, an abrupt shift from older, less green technologies to greener ones could leave workers in
declining sectors unprepared, lacking the skills to smoothly transition. We could also see prices jump in
emerging sectors and fall in declining ones, as supply responds to changes in demand. Without advance

4

FRBSF Economic Letter 2021-17

June 28, 2021

preparation to help industries transform and the workforce adapt, the transition costs could be large and
long-lasting. As monetary policymakers, we will need to watch these developments closely and prepare for
any and all scenarios.
So how do we do this? How do we watch for developments and assess risks when so many have yet to fully
develop? At the San Francisco Fed we have taken a very direct approach. We are working intentionally and
deliberately with our communities, other public institutions, and the private sector to catalog the risks and
how they are playing out in the 12th District, the nation, and across the globe. These data collection efforts
are multifaceted and include formal surveys, listening sessions, and targeted meetings with CEOs to better
understand how climate risk affects decisionmaking and resiliency planning.
We are also convening the best academic thinking on these topics, hosting conferences (see
https://www.frbsf.org/our-district/about/climate-risk/), and sponsoring a virtual seminar series on climate
economics that features a range of research on the issues we are facing. In addition, our Community
Development group is hosting a climate conference, https://www.frbsfevents.org/event/2c68afa2-7d0f465c-b386-8770185ff28f/summary, on July 21.
Finally, consistent with our history, we have assembled a team to study how these issues are likely to impact
the Federal Reserve’s mandates in the future. This team allows us to leverage our strength as students of the
economy to prepare for the challenges and uncertainties that lie ahead. Our new Sustainable Growth group
continues the San Francisco Fed’s long tradition of doing focused research on issues that affect the economy
(for example, previous groups have focused on the IT revolution, emerging Pacific Basin economies, and
quantitative assessment of financial vulnerability).

The transition we choose
Future occurrences, especially when uncertain, are easy to push off. But doing so leaves a mark.
I saw this myself. As a teenager growing up in Missouri, I witnessed factory after factory move away, or
simply shutter. Each one of them left people behind. Some of those people—too many to count—never
recovered. I saw the same thing in Syracuse, where I got my PhD. Carrier air conditioning closed, and the
community struggled. Drive anywhere in America and you can see vestiges of a similar story.
Now, it’s tempting to blame globalization. And so many do. But the real miss was a lack of acknowledgment.
Acknowledgment that, while the economy would be better off in the end, the end is a long way off and the
transition would not benefit everyone equally. In fact, there could be collateral damage.
So, what do we learn from this? The key lesson is that transitions matter. And how they play out is our
choice. On the cusp of an economic transformation that will likely be even more far-reaching, we have an
opportunity to do things differently.
Our future is uncertain: no one really knows the severity and scale of climate change, where and who will be
most affected, or the nature, extent, and duration of our response to the risks. But one thing is certain—the

5

FRBSF Economic Letter 2021-17

June 28, 2021

economic ground is shifting. And we have a window of opportunity to prepare, to choose the degree of
hardship we will endure.
Economic transitions are inevitable, but the degree of pain they inflict is not. In the end, preparation gives us
agency. It is our duty to use it.
Mary C. Daly is president and chief executive officer of the Federal Reserve Bank of San Francisco.
I am grateful to Stephie Fried and Fernanda Nechio of the Federal Reserve Bank of San Francisco for
assistance in preparing this text.

References
Alston, Richard M., J.R. Kearl, and Michael B. Vaughan. 1992. “Is There a Consensus Among Economists in the 1990s?”
American Economic Review 82(2), pp. 203–209. https://www.jstor.org/stable/2117401
Auffhammer, Maximilian. 2018. “Quantifying Economic Damages from Climate Change.” Journal of Economic
Perspectives 32(4, Fall), pp. 33–52.
Autor, David H., David Dorn, and Gordon H. Hanson. 2013. “The China Syndrome: Local Labor Market Effects of Import
Competition in the United States.” American Economic Review 103(6), pp. 2,121–2,168.
Autor, David, David Dorn, Gordon Hanson, and Jae Song. 2014. “Trade Adjustment: Worker Level Evidence.” Quarterly
Journal of Economics 129(4), pp. 1,799–1,860.
Aylward, James, and Luiz E. Oliveira. 2020. “Rising Wildfire Risk for the 12th District Economy.” FRBSF Economic
Letter 2020-19 (July 13). https://www.frbsf.org/economic-research/publications/economic-letter/2020/july/risingwildfire-risk-for-12th-district-economy/
Bakkensen, Laura, and Lint Barrage. 2020. “Climate Shocks, Cyclones, and Economic Growth: Bridging the Micro-Macro
Gap.” National Bureau of Economic Research Working Paper 24893 (February).
Bank of England. 2021. “Stress Testing.” https://www.bankofengland.co.uk/stress-testing
Board of Governors of the Federal Reserve System. 2020a. Supervision and Regulation Report. November.
https://www.federalreserve.gov/publications/2020-november-supervision-and-regulation-report.htm
Board of Governors of the Federal Reserve System. 2020b. Financial Stability Report. November.
https://www.federalreserve.gov/publications/2020-november-financial-stability-report-purpose.htm
Boldin, Michael, and Jonathan H. Wright. 2015. “Weather Adjusting Economic Data.” Brookings Papers on Economic
Activity, Fall. https://www.brookings.edu/bpea-articles/weather-adjusting-economic-data/
Brainard, Lael. 2021. “Financial Stability Implications of Climate Change.” Speech at the “Transform Tomorrow Today”
Ceres 2021 Conference, Boston, MA (via webcast), March 23.
https://www.federalreserve.gov/newsevents/speech/brainard20210323a.htm
Broda, Christian, and David E. Weinstein. 2006. “Globalization and the Gains from Variety.” Quarterly Journal of
Economics 121(2, May), pp. 541–585.
Brunetti, Celso, Benjamin Dennis, Dylan Gates, Diana Hancock, David Ignell, Elizabeth K. Kiser, Gurubala Kotta, Anna
Kovner, Richard J. Rosen, and Nicholas K. Tabor. 2021. “Climate Change and Financial Stability.” Federal Reserve
Board of Governors FEDS Notes, March 19. https://doi.org/10.17016/2380-7172.2893
Caliendo, Lorenzo, and Fernando Parro. 2015. “Estimates of the Trade and Welfare Effects of NAFTA.” Review of
Economic Studies 82(1, January), pp. 1–44.
Carvalho, Carlos, Andrea Ferrero, and Fernanda Nechio. 2016. “Demographics and Real Interest Rates: Inspecting the
Mechanism.” European Economic Review 88, pp. 208–226.

FRBSF Economic Letter 2021-17

June 28, 2021

Deryugina, Tatyana. 2017. “The Fiscal Cost of Hurricanes: Disaster Aid Versus Social Insurance.” American Economic
Journal: Economic Policy, 9(3), pp. 168–198. https://www.aeaweb.org/articles?id=10.1257/pol.20140296
Dietrich, Alexander M., Gernot J. Muller, and Raphael S. Schoenle. 2021. “The Expectations Channel of Climate Change:
Implications for Monetary Policy.” Brandeis University Working Paper, March.
https://peeps.unet.brandeis.edu/~schoenle/research/The_Expectations_Channel_of_Climate_Change.pdf
Ebenstein, Avraham, Ann Harrison, Margaret McMillan, and Shannon Phillips. 2014. “Estimating the Impact of Trade
and Offshoring on American Workers Using the Current Population Surveys.” Review of Economics and Statistics
96(4), pp. 581–595.
European Central Bank. 2020. Guide on Climate-Related and Environmental Risks. November.
https://www.bankingsupervision.europa.eu/ecb/pub/pdf/ssm.202011finalguideonclimaterelatedandenvironmentalrisks~58213f6564.en.pdf
Flavelle, Christopher. 2019. “As Wildfires Get Worse, Insurers Pull Back from Riskiest Areas.” New York Times, August
20. https://www.nytimes.com/2019/08/20/climate/fire-insurance-renewal.html
Fried, Stephie. 2021. “Seawalls and Stilts: A Quantitative Macro Study of Climate Adaptation.” FRB San Francisco
Working Paper 2021-07. https://doi.org/10.24148/wp2021-07
Fried, Stephie, Kevin Novan, and William B. Peterman. 2021. “The Economy’s Response to Potential Climate Policy.”
FRBSF Economic Letter 2021-16 (June 21). https://www.frbsf.org/economic-research/publications/economicletter/2021/june/economy-response-to-potential-climate-policy
Funk, Cary, and Meg Hefferon. 2019. “U.S. Public Views on Climate and Energy.” Report, Pew Research Center,
November 25. https://www.pewresearch.org/science/2019/11/25/u-s-public-views-on-climate-and-energy/
Gallagher, Justin. 2014. “Learning about an Infrequent Event: Evidence from Flood Insurance Take-Up in the United
States.” American Economic Journal: Applied Economics 6(3), pp. 206–233.
https://www.aeaweb.org/articles?id=10.1257/app.6.3.206
Grimaldi, Antonio, Kia Javanmardian, Dickon Pinner, Hamid Samandari, and Kurt Strovink. 2020. “Climate Change and
P&C Insurance: The Threat and Opportunity.” McKinsey & Company, Our Insights, November 19.
https://www.mckinsey.com/industries/financial-services/our-insights/climate-change-and-p-and-c-insurance-thethreat-and-opportunity
Holston, Kathryn, Thomas Laubach, and John C. Williams. 2017. “Measuring the Natural Rate of Interest: International
Trends and Determinants.” Journal of International Economics 108 (supplement 1, May), pp. S59–S75.
https://doi.org/10.1016/j.jinteco.2017.01.004
Hsiang, Solomon, and Robert E. Kopp. 2018. “An Economist’s Guide to Climate Change Science.” Journal of Economic
Perspectives 32(4, Fall), pp. 3–32.
Hsiang, Solomon, Robert Kopp, Amir Jina, James Rising, Michael Delgado, Shashank Mohan, D. J. Rasmussen, Robert
Muir-Wood, Paul Wilson, Michael Oppenheimer, Kate Larsen, and Trevor Houser. 2017. “Estimating Economic
Damage from Climate Change in the United States.” Science 356 (June 30), pp. 1,362–1,369.
https://science.sciencemag.org/content/356/6345/1362
Hummels, David, Jakob R. Munch, and Chong Xiang. 2018. “Offshoring and Labor Markets.” Journal of Economic
Literature 56(3), pp. 981–1,028.
IPCC. 2020. “Summary for Policymakers.” Special Report on Climate Change and Land. Intergovernmental Panel on
Climate Change, Geneva, Switzerland. https://www.ipcc.ch/srccl/chapter/summary-for-policymakers/
Jordà, Òscar, and Alan M. Taylor. 2019. “Riders on the Storm.” FRB San Francisco Working Paper 2019-20.
https://doi.org/10.24148/wp2019-20
Rudebusch, Glenn D. 2021. “Climate Change Is a Source of Financial Risk.” FRBSF Economic Letter 2021-03 (February
8). https://www.frbsf.org/economic-research/publications/economic-letter/2021/february/climate-change-issource-of-financial-risk/

FRBSF Economic Letter 2021-17

June 28, 2021

Sheehan, Matt. 2020. “RenRe Could Pull Back in Florida If Rates Stay Low, Says CEO.” Reinsurance News, February 7.
https://www.reinsurancene.ws/renre-could-pull-back-in-florida-if-rates-stay-low-says-ceo/
Tran, Brigitte Roth, and Daniel J. Wilson. 2020. “The Local Economic Impact of Natural Disasters.” FRB San Francisco
Working Paper 2020-34. https://doi.org/10.24148/wp2020-34
USGCRP (U.S. Global Change Research Program). 2018. Impacts, Risks, and Adaptation in the United States: Fourth
National Climate Assessment, Volume II. U.S. Global Change Research Program, Washington, DC.
https://doi.org/10.7930/NCA4.2018
Wilson, Daniel J. 2019. “Clearing the Fog: The Predictive Power of Weather for Employment Reports and their Asset
Price Responses.” American Economic Review: Insights 1(3), pp. 373–388.

Opinions expressed in FRBSF Economic Letter do not necessarily reflect the views of the management
of the Federal Reserve Bank of San Francisco or of the Board of Governors of the Federal Reserve
System. This publication is edited by Anita Todd and Karen Barnes. Permission to reprint portions of
articles or whole articles must be obtained in writing. Please send editorial comments and requests for
reprint permission to research.library@sf.frb.org

Recent issues of FRBSF Economic Letter are available at
https://www.frbsf.org/economic-research/publications/economic-letter/
2021-16

Fried /
Novan /
Peterman

The Economy’s Response to Potential Climate Policy
https://www.frbsf.org/economic-research/publications/economicletter/2021/june/economy-response-to-potential-climate-policy/

2021-15

Gilchrist /
Hobijn

The Divergent Signals about Labor Market Slack
https://www.frbsf.org/economic-research/publications/economicletter/2021/june/divergent-signals-about-labor-market-slack-covid-19/

2021-14

Goode /
Liu /
Nguyen

Fiscal Multiplier at the Zero Bound: Evidence from Japan
https://www.frbsf.org/economic-research/publications/economic-letter/2021/may/fiscalmultiplier-at-zero-bound-evidence-from-japan/

2021-13

Christensen /
Mirkov

Exploring the Safety Premium of Safe Assets
https://www.frbsf.org/economic-research/publications/economicletter/2021/may/exploring-swiss-safety-premium-of-safe-assets/

2021-12

Daly

The Last Resort in a Changing Landscape
https://www.frbsf.org/economic-research/publications/economic-letter/2021/may/lastresort-in-changing-landscape-speech/

2021-11

Wilson

Where Is the U.S. COVID-19 Pandemic Headed?
https://www.frbsf.org/economic-research/publications/economic-letter/2021/april/whereis-us-covid-19-pandemic-headed/

2021-10

Lofton /
Petrosky-Nadeau /
Seitelman

Parental Participation in a Pandemic Labor Market
https://www.frbsf.org/economic-research/publications/economicletter/2021/april/parental-participation-in-pandemic-labor-market/

2021-09

Diwan /
Lu /
Spiegel

Capitol Flow Surges and Rising Income Inequality
https://www.frbsf.org/economic-research/publications/economicletter/2021/march/capital-flow-surges-and-rising-income-inequality/