TRACKER

Daily excess deaths by income

Updated daily
Daily estimated excess deaths 7-day smoothed average

EXPLAINER

This chart shows the evolution over time of the estimated daily excess mortality toll in absolute numbers across World Bank income groups. 

The excess death estimates are the mid-point estimates derived from excess death model of The Economist, which fills data gaps on the basis of a machine-learning algorithm that learns from official excess mortality date, where available, and over 100 other statistical indicators. The indicator is available on a weekly frequency and its values are converted into a smoothed average. For more details on methods and sources, check out the excess mortality entry in the list of background notes below.

The absolute expression of the excess mortality toll is useful to highlight the the contribution of countries or groups of countries to the global total. Excess mortality rates, which express the absolute toll relative to population size, provide an indication of performance controlling for population size. The absolute numbers however take the view that a life lost is a life lost, no matter where the person happened to live. It offers a valuable perspective on the absolute scale of the pandemic’s death toll. 

It should be noted that the different income groups shown here are of very different population size dimensions. The global population as per the 2021 medium-variant projection of World Population Prospects is 7,866 million people, which is distributed as follows:

  • High-income countries (HICs): 1,236 million
  • Upper-middle-income countries (UMICs): 2,567 million
  • Lower-middle-income countries (LMICs): 3,361 million
  • Low-income countries (LICs): 702 million

In light of these differences in population size, we expect large differences in absolute excess mortality numbers even if excess mortality rates were constant across groups.