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Tyler Goodspeed Says Recessions Defy Prediction Models

by Rena Tran
May 11, 2026
in Economy
Tyler Goodspeed Says Recessions Defy Prediction Models

For generations, economists have tried to explain recessions through recurring business cycles and predictable market signals. Tyler Goodspeed, chief economist at ExxonMobil, believes history tells a very different story.

In his new book Recession: The Real Reasons Economies Shrink and What to Do About It, Goodspeed argues that economic downturns are not part of a reliable pattern. After examining roughly 400 years of economic disruptions, he concludes that recessions are usually triggered by singular historical events that arrive with little warning, from wars and oil shocks to piracy and terrorist attacks.

Goodspeed, who previously served as acting chair of the Council of Economic Advisers in the Trump administration, said the book was written largely before he joined ExxonMobil and reflects his own research rather than the company’s position.

Atlantic Piracy and the Collapse of Colonial Trade

One of the more unusual episodes in Goodspeed’s research centres on the early 18th century, when the American colonies entered a severe economic contraction despite the absence of war or a financial panic. He attributes much of the downturn to the peak of Atlantic piracy during the era of Blackbeard.

According to Goodspeed, pirate activity disrupted shipping routes and trade flows from the Caribbean to the eastern seaboard, damaging commerce and shrinking the money supply across colonial economies. The example supports his broader argument that recessions often stem from unexpected disruptions rather than the slow build-up of financial excesses alone.

That conclusion led him to challenge many of the traditional theories surrounding business cycles. Economists have long proposed repeating patterns, ranging from short-term inventory cycles to multi-decade “super cycles.” Goodspeed says his historical analysis found no meaningful relationship between the duration of economic expansions and the severity of the recessions that followed.

He argues that economists and investors often impose narratives on market events after the fact because people instinctively search for patterns during periods of instability. In practice, he says, forecasting models frequently explain recessions only after they have already unfolded.

Why Energy Shocks Matter More Than Wall Street

Goodspeed’s research places significant emphasis on war and energy disruptions as recession triggers. He argues that modern economies remain deeply dependent on stable energy supplies because fuel costs affect transportation, industrial production, agriculture, and manufacturing simultaneously.

That framework leads him to reinterpret several major downturns in recent history. Goodspeed contends that the 2008 recession was driven not only by weaknesses in mortgage markets and financial regulation, but also by the sharp spike in oil prices that strained household finances at the same time adjustable-rate mortgages were resetting.

He also disputes the label commonly attached to the 2001 downturn. Rather than describing it as the “dot-com recession,” he argues the economic contraction aligned more directly with the aftermath of the September 11 terrorist attacks.

The argument arrives as energy security has returned to the forefront of global economic policy. According to the International Energy Agency, governments and businesses have accelerated investment in domestic energy production and supply chain resilience since geopolitical tensions intensified following Russia’s invasion of Ukraine.

Goodspeed also rejects the idea that recessions improve economic efficiency by eliminating weaker businesses. His research found downturns tend to hurt younger firms and less secure workers while larger incumbents often emerge relatively stronger. Research spending also contracts during recessions, reducing innovation and delaying long-term growth.

Policymakers Cannot Eliminate Economic Shocks

The economist’s conclusions carry important implications for governments and business leaders. If recessions are largely caused by unpredictable external shocks, then policymakers may have less ability to prevent them than traditional economic theory assumes.

Goodspeed argues that governments risk worsening downturns when they apply overly restrictive fiscal or monetary policies during periods of economic stress. He points to historical examples, including policy mistakes during the Great Depression, where attempts to tighten conditions deepened the damage.

For corporate leaders, the lesson is not necessarily to stop preparing for recessions, but to rethink how risk is assessed. Businesses exposed to energy supply disruptions, geopolitical instability, or concentrated trade dependencies may need to treat those risks as permanent operational concerns rather than temporary anomalies.

As markets continue searching for signals about the next downturn, Goodspeed’s broader message is that history remains too unpredictable for any forecasting model to fully capture.

Rena Tran

Rena Tran

Staff writer and editorial researcher at Millionaire News, a business publication covering entrepreneurs, founders and executives across global markets. Rena covers founder stories, startup ecosystems and emerging business leaders across Asia, the Middle East and beyond.

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