In this age of information, math errors can lead to disaster. NASA’s Mars Orbiter crashed because engineers forgot to convert to metric measurements; JPMorgan Chase’s “London Whale” venture went bad in part because modelers divided by a sum instead of an average. So, did an Excel coding error destroy the economies of the Western world?

The story so far: At the beginning of 2010, two Harvard economists, Carmen Reinhart and Kenneth Rogoff, circulated a paper, “Growth in a Time of Debt,” that purported to identify a critical “threshold,” a tipping point, for government indebtedness. Once debt exceeds 90 percent of gross domestic product, they claimed, economic growth drops off sharply.

Ms. Reinhart and Mr. Rogoff had credibility thanks to a widely admired earlier book on the history of financial crises, and their timing was impeccable. The paper came out just after Greece went into crisis and played right into the desire of many officials to “pivot” from stimulus to austerity. As a result, the paper instantly became famous; it was, and is, surely the most influential economic analysis of recent years.

In fact, Reinhart-Rogoff quickly achieved almost sacred status among self-proclaimed guardians of fiscal responsibility; their tipping-point claim was treated not as a disputed hypothesis but as unquestioned fact. For example, a Washington Post editorial earlier this year warned against any relaxation on the deficit front, because we are “dangerously near the 90 percent mark that economists regard as a threat to sustainable economic growth.” Notice the phrasing: “economists,” not “some economists,” let alone “some economists, vigorously disputed by other economists with equally good credentials,” which was the reality.

For the truth is that Reinhart-Rogoff faced substantial criticism from the start, and the controversy grew over time. As soon as the paper was released, many economists pointed out that a negative correlation between debt and economic performance need not mean that high debt causes low growth. It could just as easily be the other way around, with poor economic performance leading to high debt. Indeed, that’s obviously the case for Japan, which went deep into debt only after its growth collapsed in the early 1990s.

Over time, another problem emerged: Other researchers, using seemingly comparable data on debt and growth, couldn’t replicate the Reinhart-Rogoff results. They typically found some correlation between high debt and slow growth — but nothing that looked like a tipping point at 90 percent or, indeed, any particular level of debt.

Finally, Ms. Reinhart and Mr. Rogoff allowed researchers at the University of Massachusetts to look at their original spreadsheet — and the mystery of the irreproducible results was solved. First, they omitted some data; second, they used unusual and highly questionable statistical procedures; and finally, yes, they made an Excel coding error. Correct these oddities and errors, and you get what other researchers have found: some correlation between high debt and slow growth, with no indication of which is causing which, but no sign at all of that 90 percent “threshold.”

In response, Ms. Reinhart and Mr. Rogoff have acknowledged the coding error, defended their other decisions and claimed that they never asserted that debt necessarily causes slow growth. That’s a bit disingenuous because they repeatedly insinuated that proposition even if they avoided saying it outright. But, in any case, what really matters isn’t what they meant to say, it’s how their work was read: Austerity enthusiasts trumpeted that supposed 90 percent tipping point as a proven fact and a reason to slash government spending even in the face of mass unemployment.

So the Reinhart-Rogoff fiasco needs to be seen in the broader context of austerity mania: the obviously intense desire of policy makers, politicians and pundits across the Western world to turn their backs on the unemployed and instead use the economic crisis as an excuse to slash social programs.

What the Reinhart-Rogoff affair shows is the extent to which austerity has been sold on false pretenses. For three years, the turn to austerity has been presented not as a choice but as a necessity. Economic research, austerity advocates insisted, showed that terrible things happen once debt exceeds 90 percent of G.D.P. But “economic research” showed no such thing; a couple of economists made that assertion, while many others disagreed. Policy makers abandoned the unemployed and turned to austerity because they wanted to, not because they had to.

So will toppling Reinhart-Rogoff from its pedestal change anything? I’d like to think so. But I predict that the usual suspects will just find another dubious piece of economic analysis to canonize, and the depression will go on and on.


ZNetwork is funded solely through the generosity of its readers.

Donate
Donate

Paul Krugman is an American economist and journalist who received the 2008 Nobel Prize for Economics for his work in economic geography and in identifying international trade patterns. He was also known for his op-ed column in The New York Times.

Leave A Reply

Subscribe

All the latest from Z, directly to your inbox.

Institute for Social and Cultural Communications, Inc. is a 501(c)3 non-profit.

Our EIN# is #22-2959506. Your donation is tax-deductible to the extent allowable by law.

We do not accept funding from advertising or corporate sponsors.  We rely on donors like you to do our work.

ZNetwork: Left News, Analysis, Vision & Strategy

Subscribe

All the latest from Z, directly to your inbox.

This is your article this month.

We’re glad you keep coming back. If Z’s work has informed, challenged, or inspired you, that’s no accident: there are no paywalls, no ads, and no billionaire owners here, and there never will be. Independent media survives because readers choose to support it.

Billionaires fund their own media. We fund ours. Help us reach 1,000 sustaining donors:

Number of donors684
Our goal1,000

Sustainers at $9/month or more receive the digital Z Magazine.

Already a sustainer? Click here and we won’t ask again. Thank you!

Your reading count is stored only in your browser and is never sent to us.

Sound is muted by default.  Tap 🔊 for the full experience

CRITICAL ACTION

Critical Action is a longtime friend of Z and a music and storytelling project grounded in liberation, solidarity, and resistance to authoritarian power. Through music, narrative, and multimedia, the project engages the same political realities and movement traditions that guide and motivate Z’s work.

If this project resonates with you, you can learn more about it and find ways to support the work using the link below.

Independent media is not disappearing because the ideas are weak.

It is disappearing because platforms reward speed, outrage, and algorithmic visibility over thoughtful analysis.

More than 100,000 people read Z every month, free of paywalls, ads, and billionaire owners. It takes fewer than 1 in 100 of them to fund all of it: 1,000 donors who keep Z independent, for everyone, and build what comes next.

Number of donors684
Our goal1,000

Sustainers at $9/month or more receive the digital Z Magazine.

Subscribe

Join the Z Community – receive event invites, announcements, a Weekly Digest, and opportunities to engage.

Exit mobile version