ArticleLancet (London, England)2021
Global minimum estimates of children affected by COVID-19-associated orphanhood and deaths of caregivers: a modelling study.
Article in Lancet (London, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 91 papers, 1 of them a synthesis that pooled it.
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Who cites it
91 citing papers in PubMed, 1 synthesis or guideline pooled it, 293 citations in OpenAlex.
- Electroencephalogram activity related to psychopathological and neuropsychological symptoms in institutionalised minors: a systematic review.Acta neuropsychiatrica · 2025Pooled it
- A Comprehensive Multilevel Analysis of the Bucharest Early Intervention Project: Causal Effects on Recovery From Early Severe Deprivation.The American journal of psychiatry · 2023Trial
- Foster care leads to sustained cognitive gains following severe early deprivation.Proceedings of the National Academy of Sciences of the United States of America · 2022Trial
- Trial
- Family dynamics after sibling loss in a migration context: the experiences of Ethiopian bereaved siblings.European journal of psychotraumatology · 2026Article
- Incidence and prevalence of orphanhood in Rakai, Uganda: a population-based cohort study, 1995-2022.The Lancet. Global health · 2026Article
- Investigating Longitudinal Trajectories of COVID-19 Disruption: Methodological Challenges and Recommendations.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Maternal Cancer Mortality and Orphanhood: A Neglected Global Health and Equity Challenge.Annals of global health · 2026Review
- Mass Trauma in Children: Expanding the Concept of Exposure in the Context of the COVID-19 Pandemic.Current psychiatry reports · 2025Review
- Regional and national estimates of children affected by all-cause and COVID-19-associated orphanhood and caregiver death in Brazil, by age and family circumstance: a modeling study.Lancet regional health. Americas · 2025Article
- Early adversity alters brain architecture and increases susceptibility to mental health disorders.Nature reviews. Neuroscience · 2025Review
- Levels and predictors of PTSS in young children aged 3-12 years at the hardest-hit area of China during early COVID-19 outbreak.BMC psychology · 2025Article
- Impact of adjustment for differential testing by age and sex on apparent epidemiology of SARS-CoV- 2 infection in Ontario, Canada.BMC infectious diseases · 2025Article
- Clinical characteristics and prevalence of adolescent self-harm before, during and after the COVID-19 pandemic: retrospective cross-sectional database study.BJPsych open · 2025Article
- Restoring life expectancy in low-income countries: the combined impact of COVID-19, health expenditure, GDP, and child mortality.BMC public health · 2025Article
- Visualizing the effects and causes of caregiver deaths on children in the USA.Nature medicine · 2025Article
- How adolescents' lives were disrupted over the course of the COVID-19 pandemic: A longitudinal investigation in 12 cultural groups in 9 nations from March 2020 to July 2022.Development and psychopathology · 2025Article
- Orphanhood and caregiver death among children in the United States by all-cause mortality, 2000-2021.Nature medicine · 2025Article
- Mortality in the families of children during the COVID-19 pandemic: evidence from a repeated cross-sectional study of children in the United States.BMC public health · 2025Article
- Protective behaviours among orphaned learners in a district of Gauteng province, South Africa.Health SA = SA Gesondheid · 2025Article
31 more citing papers are in PubMed but not listed here.
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Authors and funding
16 authors at 10 institutions in 5 countries.
Funding
Abstract
backgroundThe COVID-19 pandemic priorities have focused on prevention, detection, and response. Beyond morbidity and mortality, pandemics carry secondary impacts, such as children orphaned or bereft of their caregivers. Such children often face adverse consequences, including poverty, abuse, and institutionalisation. We provide estimates for the magnitude of this problem resulting from COVID-19 and describe the need for resource allocation.
methodsWe used mortality and fertility data to model minimum estimates and rates of COVID-19-associated deaths of primary or secondary caregivers for children younger than 18 years in 21 countries. We considered parents and custodial grandparents as primary caregivers, and co-residing grandparents or older kin (aged 60-84 years) as secondary caregivers. To avoid overcounting, we adjusted for possible clustering of deaths using an estimated secondary attack rate and age-specific infection-fatality ratios for SARS-CoV-2. We used these estimates to model global extrapolations for the number of children who have experienced COVID-19-associated deaths of primary and secondary caregivers.
findingsGlobally, from March 1, 2020, to April 30, 2021, we estimate 1 134 000 children (95% credible interval 884 000-1 185 000) experienced the death of primary caregivers, including at least one parent or custodial grandparent. 1 562 000 children (1 299 000-1 683 000) experienced the death of at least one primary or secondary caregiver. Countries in our study set with primary caregiver death rates of at least one per 1000 children included Peru (10·2 per 1000 children), South Africa (5·1), Mexico (3·5), Brazil (2·4), Colombia (2·3), Iran (1·7), the USA (1·5), Argentina (1·1), and Russia (1·0). Numbers of children orphaned exceeded numbers of deaths among those aged 15-50 years. Between two and five times more children had deceased fathers than deceased mothers.
interpretationOrphanhood and caregiver deaths are a hidden pandemic resulting from COVID-19-associated deaths. Accelerating equitable vaccine delivery is key to prevention. Psychosocial and economic support can help families to nurture children bereft of caregivers and help to ensure that institutionalisation is avoided. These data show the need for an additional pillar of our response: prevent, detect, respond, and care for children.
fundingUK Research and Innovation (Global Challenges Research Fund, Engineering and Physical Sciences Research Council, Medical Research Council), UK National Institute for Health Research, US National Institutes of Health, and Imperial College London.
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