Correlation of COVID-19 Fatality Risk with Health Care Access and Quality in 87 Countries

preprint OA: gold CC-BY-4.0
📄 Open PDF View at publisher

Abstract

Background: The coronavirus disease 2019 (COVID-19) pandemic has been a severe threat to global health. Method: We calculated Spearman rank correlation coefficients between a country’s case fatality risk at various stages of the pandemic and the Healthcare Access and Quality (HAQ) index in 87 countries. Results: . COVID-19 case fatality risks and HAQ indexes were negatively correlated at 5000 confirmed cases. As for per-capita cases, the aforementioned correlation was significantly negative at 500 cases per million people. Conclusion: Negative correlations between COVID-19 case fatality risks and HAQ indexes weakened and then disappeared with the progressive burden of COVID-19 infection over time. In the end, even the best public health systems were overwhelmed by the COVID-19 pandemic.

My notes (saved in your browser only)

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-05-19T01:45:01.086888+00:00
unpaywall
last seen: 2026-05-21T05:10:58.409756+00:00
License: CC-BY-4.0