Aside from maybe a few blinkered members from some of society’s more fortunate demographics (e.g., white-collar remote workers, monied introverts, etc.), most people don’t particularly recall the covid-19 pandemic fondly. But new research from social scientists in London and Jerusalem is now providing strong indications that the scope of this tragedy was far worse than many governments let on.
Moses Shayo and Ariel Karlinsky, two researchers who specialize in political and health economics, compiled an unusually comprehensive dataset from “all-cause mortality” reports, taken across 134 countries and territories both before and during the covid-19 pandemic. They then compared this more concrete data, some of it obtained by local journalists via freedom of information laws, to contemporaneous official government pronouncements during the heights of the pandemic in 2020 and 2021. As many as 45% to 55% of these nations, Shayo and Karlinsky found, misreported covid’s death toll—in most cases underplaying the severity of the crisis.
Compared to the 5.08 million deaths attributed to covid-19 by state officials during this two-year period, the researchers determined that the actual number of covid-related deaths (based on these governments’ own hard numbers) was more than twice that: about 12.47 million.
“Our evidence shows that manipulation was remarkably widespread and large in magnitude,” Shayo and Karlinsky said in a press statement. In the 62 countries where they found covid deaths were underreported, aspiring and successful “informational autocrats” managed to avoid counting 14.5% of the expected covid deaths on average, they found.
Means, motive, and opportunity
Shayo and Karlinsky devoted considerable effort in their study, published in the Journal of Economic Growth, to dissecting and delineating between possible explanations for why a given country might have underreported its covid-19 deaths. Plenty of nations, they noted, simply did not have the resources to adequately keep up with the punishing deluge of deaths, whether in terms of medical diagnostics, hospital access, or sheer personnel.
But, as they adjusted for these factors, the researchers found a troubling correlation indicative of multiple premeditated efforts to minimize the scope of the pandemic’s impact.
Shayo and Karlinsky used state-level data on the share of adults with either a college education and/or internet access, alongside information collected by the United Nations’ Human Development Education Index, to craft a metric for each nation’s relative “audience sophistication.” The measure—when viewed alongside the structural checks and balances reining in each government’s executive power—tended to mirror the scale of underreported covid deaths.
“In countries where formal and informal checks and balances are weak, executives tend to act as ‘informational autocrats,’” Shayo and Karlinsky said.
“The most important set of constraints appear to be institutional constraints on the executive. Additionally, the severity of underreporting drops significantly the more sophisticated the domestic audience is,” the pair wrote in their study. “We find less evidence relating it to cultural factors and to macroeconomic incentives to underreport.”
A tyranny of small decisions
Shayo and Karlinsky stopped short of claiming causality, however, merely framing it as “probably noteworthy” that states with the most accurate covid-19 reporting were “strongly associated with constraints on the government’s ability to effectively manipulate information.”
More benign institutional policies might lead certain state bureaucracies to repeatedly err on ambiguous deaths, leading edge cases to either be always or never logged as covid-related, they noted.
“[Some] countries may be reluctant to report a given death as Covid unless they are absolutely certain the death was due to Covid, even though this violates [U.N. World Health Organization] WHO guidelines, [independent] of capacity or intention to obfuscate,” according to the pair, who are currently based at the Hebrew University of Jerusalem in Israel. (Shayo is also a professor at King’s College London).
In perhaps the duo’s most unsurprising finding, Shayo and Karlinsky uncovered signs that incumbent politicians somehow succumbed to the temptation to skew government data in their favor: “There is also evidence that misreporting is higher in countries holding elections during the pandemic,” they wrote.
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