Kasper Planeta Kepp Profile picture
Computational biochemistry & biomedicine; protein evolution, disease modeling. Ph.D. Lund; Postdoc Yale & Stanford.

Nov 5, 2022, 7 tweets

Our analysis of pandemic excess deaths for the Nordic countries ๐Ÿ‡ฉ๐Ÿ‡ฐ๐Ÿ‡ซ๐Ÿ‡ฎ๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ณ๐Ÿ‡ด๐Ÿ‡ธ๐Ÿ‡ชis now published. #tldr:
-major dependencies on method and time-period used
-unusual 2018/2019 mortality years affect estimates
-concerns about @IHME_UW model. /1
doi.org/10.1093/ije/dyโ€ฆ

IHME @IHME_UW (doi.org/10.1016/S0140-โ€ฆ) is a major outlier, giving 2x total Nordic excess death vs. other models. Our estimate of IHME expected deaths (red) seem inconsistent with register data and substantially too low, causing too high excess deaths for ๐Ÿ‡ฉ๐Ÿ‡ฐ๐Ÿ‡ซ๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ช. /2

IHME also gives implausible reporting ratios and IFRs, e.g., ๐Ÿ‡ฉ๐Ÿ‡ฐ & ๐Ÿ‡ซ๐Ÿ‡ฎ several-fold worse at identifying covid-deaths and much more lethal infections than ๐Ÿ‡ณ๐Ÿ‡ด and ๐Ÿ‡ธ๐Ÿ‡ช -errors explained by erroneous death estimates. doi.org/10.1016/S0140-โ€ฆ /3

IHME models have major influence โ€“published this Spring in @TheLancet, already cited 100s of times and used in the Lancet Commissionsโ€™ report (doi.org/10.1016/S0140-โ€ฆ) as premise for all discussions, incl. country comparisons that we show are unreliable. /4

Other models that we analyzed, WHO, Economist (in two versions), WMD, and BME โ€“ had much more similar estimates, more consistent with trends derived from historic register data, and much more country-similar reporting ratios (below) and IFRs. /5

For the future, our study illustrates need for data-based critical post-publication review, comparison & sensitivity analysis of complex models whose uncertainties and assumptions are hard to interpret @TheLancet @richardhorton1 /6

Note: All estimates should be taken with caution as they miss detailed demographics, such as changes in the age group populations over the study period. We have a study soon to be submitted where we analyze population structure effects on mortality. /7

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