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The encyclopedia · R&D & Science · Strategic decision · 2010–2013

Reinhart and Rogoff set a 90% debt threshold — one omitted Excel row collapsed it

A 2010 paper claimed growth collapses above 90% debt and became the citation for austerity. A graduate student found the number was a spreadsheet error.

Harvard University · 2010

What happened

In 2010, Harvard economists Carmen Reinhart and Kenneth Rogoff published 'Growth in a Time of Debt' in the Papers and Proceedings of the American Economic Review — a non-peer-reviewed section. The paper claimed that when public debt passed 90% of GDP, average growth was roughly halved; their headline figure put average growth above the threshold at −0.1%.

The 90% figure became the standard citation for austerity. The Paul Ryan budget proposal quoted the study as conclusive evidence on the consequences of high debt. EU Commissioner Olli Rehn cited it to argue that European public debt would be 'a permanent drag on growth.' UK Chancellor George Osborne leaned on it from 2010.

In April 2013, Thomas Herndon — a graduate student at the University of Massachusetts Amherst who could not reproduce the result in a class exercise — published a critique with Michael Ash and Robert Pollin. They found an Excel coding error that omitted several countries from the averages, selective exclusion of early post-war data for Australia, Canada and New Zealand, and a New Zealand figure weighted on a single 1951 year of −7.6% instead of five years averaging +2.6%.

Correctly calculated, average real GDP growth above 90% debt was +2.2%, not −0.1%. Reinhart and Rogoff acknowledged the coding error in The New York Times — 'Full stop. HAP are on point' — while contesting the rest. The paper was never retracted; the critique ran in the Cambridge Journal of Economics in 2014. Paul Krugman wrote that the affair showed austerity had been 'sold on false pretenses.'

Why it happened

  • They published a sweeping policy claim in a non-peer-reviewed forum and did not release the data — a number no one outside the spreadsheet could check for three years.
  • The headline result rested on one workbook: a single omitted row moved the finding from −0.1% to +2.2%, changing the conclusion entirely.
  • The '90% threshold' framing was exactly what policymakers needed to cite, so the error travelled furthest and fastest before anyone could test it.
  • When the error surfaced, nothing was unwound: the paper was never retracted, and the austerity programs built on the threshold were already in force.
What it cost90% threshold for austerity — one omitted Excel rowcostly

The lesson

A threshold that moves budgets must survive one student's spreadsheet check. The 90% number became +2.2% the moment the omitted row was restored — check striking numbers before they travel.

Aftermath

The paper was never retracted. Reinhart and Rogoff replied in The New York Times, conceding the coding error and contesting the rest of the critique; Herndon, Ash and Pollin's paper ran in the Cambridge Journal of Economics in 2014. By then the threshold had already been cited in the Paul Ryan budget proposal and by EU and UK policymakers — the policies enacted on its strength were not unwound when the number was corrected. The affair became the standard example of why economics needs replication and shared data.

Sources

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