Research map: Structural gradients in excess mortality during and after the COVID-19 pandemic: economic development, preparedness, and cross-national differences, 2020–2024

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  1. Data Structures for Statistical Computing in Python · Wes McKinney · 2010 · 11808 citations · Cited by this paper
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  11. Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020–21 · Haidong Wang · 2022 · 1827 citations · Cited by this paper
  12. Aggressive end-of-life care among over half a million patients with cancer in Shandong, China, 2017–2022 · 2026 · Related
  13. Early estimates of the indirect effects of the COVID-19 pandemic on maternal and child mortality in low-income and middle-income countries: a modelling study · Timothy Roberton · 2020 · 1484 citations · Cited by this paper
  14. Modelling population dynamics, health system, and unmet need toward health burden: scenarios in ASEAN and WHO SEARO countries · 2026 · Related
  15. Offline: COVID-19 is not a pandemic · Richard Horton · 2020 · 1155 citations · Cited by this paper
  16. The high-risk B-to-E transitional phenotype: a prospective multi-centre validation of patient reclassification under the updated GOLD 2026 criteria · 2026 · Related
  17. Inferring the effectiveness of government interventions against COVID-19 · Jan Brauner · 2020 · 1142 citations · Cited by this paper
  18. Plasma proteomic signatures predict incident benign prostatic hyperplasia: a prospective cohort study of 20 996 men · 2026 · Related
  19. The WHO estimates of excess mortality associated with the COVID-19 pandemic · William Msemburi · 2022 · 1103 citations · Cited by this paper
  20. Predictors of sedentary behaviour in adults: the role of social media addiction and physical activity – a cross-sectional study from Turkey · 2026 · Related
  21. The Lancet Commission on lessons for the future from the COVID-19 pandemic · Jeffrey David Sachs · 2022 · 902 citations · Cited by this paper
  22. Lessons learnt from easing COVID-19 restrictions: an analysis of countries and regions in Asia Pacific and Europe · Emeline Kai Lin Han · 2020 · 858 citations · Cited by this paper
  23. Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset · Ariel Karlinsky · 2021 · 719 citations · Cited by this paper
  24. Are high-performing health systems resilient against the COVID-19 epidemic? · Helena Legido‐Quigley · 2020 · 587 citations · Cited by this paper
  25. Fragmented health systems in COVID-19: rectifying the misalignment between global health security and universal health coverage · Arush Lal · 2020 · 555 citations · Cited by this paper
  26. Excess deaths associated with covid-19 pandemic in 2020: age and sex disaggregated time series analysis in 29 high income countries · Nazrul Islam · 2021 · 493 citations · Cited by this paper
  27. Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile · Gonzalo E. Mena · 2021 · 470 citations · Cited by this paper
  28. Magnitude, demographics and dynamics of the effect of the first wave of the COVID-19 pandemic on all-cause mortality in 21 industrialized countries · Vasilis Kontis · 2020 · 461 citations · Cited by this paper
  29. Pandemic preparedness and COVID-19: an exploratory analysis of infection and fatality rates, and contextual factors associated with preparedness in 177 countries, from Jan 1, 2020, to Sept 30, 2021 · Thomas J Bollyky · 2022 · 442 citations · Cited by this paper
  30. Excess mortality: the gold standard in measuring the impact of COVID-19 worldwide? · Thomas E Beaney · 2020 · 420 citations · Cited by this paper
  31. Quantifying impacts of the COVID-19 pandemic through life-expectancy losses: a population-level study of 29 countries · José Manuel Aburto · 2021 · 396 citations · Cited by this paper
  32. Looming threat of COVID-19 infection in Africa: act collectively, and fast · John N. Nkengasong · 2020 · 394 citations · Cited by this paper
  33. COVID-19: exposing and amplifying inequalities · Michael Gideon Marmot · 2020 · 303 citations · Cited by this paper
  34. A multinational Delphi consensus to end the COVID-19 public health threat · Jeffrey Victor Lazarus · 2022 · 242 citations · Cited by this paper
  35. COVID-19 and public-sector capacity · Mariana Mazzucato · 2020 · 234 citations · Cited by this paper
  36. Governance of the Covid-19 response: a call for more inclusive and transparent decision-making · Dheepa Rajan · 2020 · 202 citations · Cited by this paper
  37. COVID-19 gives the lie to global health expertise · Sarah L Dalglish · 2020 · 168 citations · Cited by this paper
  38. The Global Health Security Index is not predictive of coronavirus pandemic responses among Organization for Economic Cooperation and Development countries · Enoch Joseph Abbey · 2020 · 164 citations · Cited by this paper
  39. Exploring the Gap Between Excess Mortality and COVID-19 Deaths in 67 Countries · Francesco Sanmarchi · 2021 · 151 citations · Cited by this paper

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