Key Points

Question  Where does COVID-19 rank as an underlying cause of death for children and young people aged 0 to 19 years in the US?

Findings  Among children and young people aged 0 to 19 years in the US, COVID-19 ranked eighth among all causes of deaths, fifth in disease-related causes of deaths (excluding unintentional injuries, assault, and suicide), and first in deaths caused by infectious or respiratory diseases. COVID-19 deaths constituted 2% of all causes of death in this age group.

Meaning  In this study, COVID-19 posed a significant disease burden for children and young people, so pharmaceutical and nonpharmaceutical interventions continue to be important to limit transmission of the virus and to mitigate severe disease.

Abstract

Importance  COVID-19 was the underlying cause of death for more than 940 000 individuals in the US, including at least 1289 children and young people (CYP) aged 0 to 19 years, with at least 821 CYP deaths occurring in the 1-year period from August 1, 2021, to July 31, 2022. Because deaths among US CYP are rare, the mortality burden of COVID-19 in CYP is best understood in the context of all other causes of CYP death.

Objective  To determine whether COVID-19 is a leading (top 10) cause of death in CYP in the US.

Design, Setting, and Participants  This national population-level cross-sectional epidemiological analysis for the years 2019 to 2022 used data from the US Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research (WONDER) database on underlying cause of death in the US to identify the ranking of COVID-19 relative to other causes of death among individuals aged 0 to 19 years. COVID-19 deaths were considered in 12-month periods between April 1, 2020, and August 31, 2022, compared with deaths from leading non–COVID-19 causes in 2019, 2020, and 2021.

Main Outcomes and Measures  Cause of death rankings by total number of deaths, crude rates per 100 000 population, and percentage of all causes of death, using the National Center for Health Statistics 113 Selected Causes of Death, for ages 0 to 19 and by age groupings (<1 year, 1-4 years, 5-9 years, 10-14 years, 15-19 years).

Results  There were 821 COVID-19 deaths among individuals aged 0 to 19 years during the study period, resulting in a crude death rate of 1.0 per 100 000 population overall; 4.3 per 100 000 for those younger than 1 year; 0.6 per 100 000 for those aged 1 to 4 years; 0.4 per 100 000 for those aged 5 to 9 years; 0.5 per 100 000 for those aged 10 to 14 years; and 1.8 per 100 000 for those aged 15 to 19 years. COVID-19 mortality in the time period of August 1, 2021, to July 31, 2022, was among the 10 leading causes of death in CYP aged 0 to 19 years in the US, ranking eighth among all causes of deaths, fifth in disease-related causes of deaths (excluding unintentional injuries, assault, and suicide), and first in deaths caused by infectious or respiratory diseases when compared with 2019. COVID-19 deaths constituted 2% of all causes of death in this age group.

Conclusions and Relevance  The findings of this study suggest that COVID-19 was a leading cause of death in CYP. It caused substantially more deaths in CYP annually than any vaccine-preventable disease historically in the recent period before vaccines became available. Various factors, including underreporting and not accounting for COVID-19’s role as a contributing cause of death from other diseases, mean that these estimates may understate the true mortality burden of COVID-19. The findings of this study underscore the public health relevance of COVID-19 to CYP. In the likely future context of sustained SARS-CoV-2 circulation, appropriate pharmaceutical and nonpharmaceutical interventions (eg, vaccines, ventilation, air cleaning) will continue to play an important role in limiting transmission of the virus and mitigating severe disease in CYP.

Introduction

In the 12-month period August 1, 2021, to July 31, 2022, there were more than 360 000 deaths from COVID-19 in the US1 (a rate of 109 per 100 000 population). In children and young people (CYP) aged 0 to 19 years, there were 821 deaths from COVID-19 reported in this time period (1.0 per 100 000 population). The overall risk of death from COVID-19 in CYP is thus substantially less than in other age groups in the US. However, deaths in US CYP from all causes are rare (49.4 per 100 000 in 2019 for those aged 0-19 years; 25.0 per 100 000 for those aged 1 to 19 years), and so the mortality burden of COVID-19 is best understood by comparing it with other significant causes of CYP mortality from a recent pre–COVID-19 period. For this purpose, we used the US Centers for Disease Control and Prevention (CDC) Wide-Ranging Online Data for Epidemiologic Research (WONDER) database of mortality statistics on Underlying Cause of Death. Rankable causes of death are defined by the US National Center for Health Statistics (NCHS)’s grouping of the 113 Selected Causes of Death mortality tabulation list of International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes for underlying cause of death. The Selected Causes of Death were originally drawn up in 1951 to allow comparisons for public health purposes and are regularly updated,2 with COVID-19 (ICD-10-CM code U07.1) added to this list in October 2020.3 Leading causes of death are one of various ways of understanding mortality and burden of disease. They are a starting point for a high-level understanding of public health priorities and resource allocation. We considered the 10 leading causes of death in 2019, that is, the ordered list (1st through 10th) of causes that occur most frequently among NCHS’s rankable causes of death.2 We assessed COVID-19 as the underlying cause of death among CYP aged 0 to 19 years in the US, determined whether it was among the 10 leading causes of death for CYP, and reported crude death rates per 100 000 population and the percentage of all deaths by rankable underlying cause of death.

Methods

We followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guidelines for cross-sectional studies. For ethics, we used the Health Research Authority decision tools.4 Our study was considered research, and according to the NHS Research Ethics Committee review tool,5 we did not need NHS Research Ethics Committee review or informed consent, as we only used (1) publicly available, (2) anonymized, and (3) aggregated data outside of clinical settings.

Statistical Analysis

We obtained the 10 leading causes of death among the rankable groupings of underlying causes of death from the NCHS 113 Selected Causes of Death by age group in 2019 from CDC WONDER,6 comprehensively described elsewhere.2 We compared these with COVID-19 mortality as an underlying cause of death in our study period, August 1, 2021, to July 31, 2022, obtained from CDC WONDER Provisional Mortality Statistics1 (the most recent 12-month period in which data are close to complete7). We chose the most recent period as this is likely to be representative of continuing widespread circulation of Omicron subvariants, availability of vaccines, and limited nonpharmaceutical interventions. However, we acknowledge that no study period is without limitations, so we also carried out sensitivity analyses for all possible 12-month periods between April 2020 to August 2022 to examine consistency in ranking over time. As further sensitivity analyses, we considered data from CDC WONDER on leading causes of death in 2015 to 2019 (in case 2019 was an outlier) and data from CDC WONDER on leading causes of death in 2020 and 2021. An underlying cause of death is defined as a disease or injury that initiates a series of events leading directly to death. To determine pediatric death rates by cause of death, we used 2019 and 2021 population size estimates by single year of age from the US Census Bureau8 and calculated crude death rates by dividing reported deaths in a given age group with the corresponding population size estimates. We report crude death rates per 100 000 population rather than per case, meaning that we are estimating the total burden in the population rather than case fatality or infection fatality ratios.

We note that NCHS’s list of rankable causes of death usually group together many individual ICD codes,2 but COVID-19 is considered as a cause of death for a single ICD-10-CM code, U07.1—COVID-19 (U07.2 was not adopted in the US9). Thus, we are comparing the underlying cause of death from a single pathogen (SARS-CoV-2) to groupings of multiple underlying causes of death (such as influenza and pneumonia). By definition, underlying cause of death statistics do not include deaths in which COVID-19 was considered to have been a contributing cause of death,1 and thus differ from other data sets reporting COVID-19 deaths, eg, NCHS has a separate source reporting counts of deaths involving COVID-1910 (a previous, preprinted version of this study used these data11). We also note that the CDC WONDER Provisional Mortality Statistics could still be revised in the future. Statistical analyses were carried out with R version 4.1.2 (R Project for Statistical Computing).

Results

There were 82 million CYP aged 0 to 19 years in the US in 2021. In the study period, August 1, 2021, to July 31, 2022, there were 821 deaths in this age group for which COVID-19 was the underlying cause of death, for a crude death rate of 1.0 per 100 000 population. Pediatric COVID-19 death rates followed a U-shaped curve across age groups in the US (Figure 1A), a commonly observed pattern.12,13 We considered 5 age brackets: younger than 1 year, 1 to 4 years, 5 to 9 years, 10 to 14 years, and 15 to 19 years. In the study period, COVID-19 death rates in infants younger than 1 year were 4.3 deaths per 100 000 population, 0.6 per 100 000 in children aged 1 to 4 years, 0.4 per 100 000 in children aged 5 to 9 years, and 0.5 per 100 000 in children aged 10 to 14 years, increasing to 1.8 per 100 000 in those aged 15 to 19 years.

Figure 1.  COVID-19 Deaths Among Children and Young People Aged 0 to 19 Years in the US

A, COVID-19 death rates in the US for children and young people, where COVID-19 is listed as the underlying cause of death (International Statistical Classification of Diseases and Related Health Problems, Tenth Revision code U07.1) on the death certificate.1 Rates are calculated as COVID-19 deaths for the period August 1, 2021, to July 31, 2022, per 100 000 population (2021 population estimates). B, Monthly COVID-19 deaths in the US of children and young people, where COVID-19 is listed as the underlying cause of death (International Statistical Classification of Diseases and Related Health Problems, Tenth Revision code U07.1) on the death certificate.1

In 2019, leading causes of CYP deaths (Table 1) were perinatal conditions (12.7 per 100 000), unintentional injuries (9.1 per 100 000), congenital malformations or deformations (6.5 per 100 000), assault (3.4 per 100 000), suicide (3.4 per 100 000), malignant neoplasms (2.1 per 100 000), diseases of the heart (1.1 per 100 000), and influenza and pneumonia (0.6 per 100 000). For comparison, in the study period, August 1, 2021, to July 31, 2022, there were 821 CYP deaths reported for which the underlying cause was COVID-19 (1.0 per 100 000), meaning COVID-19 ranked as the eighth leading cause of death (Table 1) and accounted for 2.0% of all causes of death. Rankings disaggregated by age group are shown in eTable 1 in Supplement 1. COVID-19 ranked consistently in the top 10 leading causes of death in CYP in all age groups: seventh among those younger than 1 year; seventh among those aged 1 to 4 years; sixth among those aged 5 to 9 years; sixth among those aged 10 to 14 years; and fifth among those aged 15 to 19 years. COVID-19 accounted for 0.7% of deaths among those younger than 1 year; 2.5% among those aged 1 to 4 years; 3.8% among those aged 5 to 9 years; 3.5% among those aged 10 to 14 years; and 3.7% among those aged 15 to 19 years of all causes of death by age group.

Table 1.  Deaths Among Individuals Aged 0 to 19 Years
Leading causes of death (ICD-10 codes)aCrude rate per 100 000Deaths, No.Rank% Of all causes
#Certain conditions originating in the perinatal period (P00-P96)12.710 387125.7
#Accidents (unintentional injuries) (V01-X59, Y85-Y86)9.17444218.4
#Congenital malformations, deformations, and chromosomal abnormalities (Q00-Q99)6.55286313.1
#Assault (homicide) (*U01-*U02, X85-Y09, Y87.1)3.4277046.9
#Intentional self-harm (suicide) (*U03, X60-X84, Y87.0)3.4275656.8
#Malignant neoplasms (C00-C97)2.1170464.2
#Diseases of heart (I00-I09, I11, I13, I20-I51)1.186772.1
#COVID-19 (U07.1)1.082182.0
#Influenza and pneumonia (J09-J18)0.647291.2
#Cerebrovascular diseases (I60-I69)0.4297100.7

Excluding causes of death unrelated to disease (unintentional injuries, assault, and suicide), COVID-19 ranked as the fifth leading cause of death in US CYP (Table 1). Considering infectious and respiratory diseases only, COVID-19 ranked as the top (first) cause of death in US CYP (Table 2), followed by influenza and pneumonia as the second leading cause; although we note that the causative agents of pneumonia may include multiple pathogens.

Table 2.  Causes of Death Among Individuals Aged 0 to 19 Years: Certain Infectious and Parasitic Diseases and Diseases of the Respiratory System
Leading cause of death, certain infectious and parasitic diseases and diseases of the respiratory system (ICD-10 code)aNo.
Crude rate (per 100 000)Deaths, No.Rank
#COVID-19 (U07.1)1.08211
#Influenza and pneumonia (J09-J18)0.64722
Other and unspecified infectious and parasitic diseases and their sequelae (A00, A05, A20-A36, A42-A44, A48-A49, A54-A79, A81-A82, A85.0-A85.1, A85.8, A86-B04, B06-B09, B25-B49, B55-B99, U07.1)0.54323
Other diseases of respiratory system (J00-J06, J30- J39, J67, J70-J98)0.54214
Pneumonia (J12-J18)0.43005
#Septicemia (A40-A41)0.42876
#Chronic lower respiratory diseases (J40-J47)0.32597
Certain other intestinal infections (A04, A07-A09)0.32238
Asthma (J45-J46)0.32069
Influenza (J09-J11)0.217210

For consistency, we have used the NCHS 113 Selected Causes of Death (which was designed for ages 1 year and older) for all CYP age group disaggregations and combinations, rather than the NCHS 130 Selected Causes of Infant Death. Perinatal causes of death predominate for neonates, and thus, COVID-19 is not a top 10 cause of death in the first 28 days of life using the 130 Causes List (eTable 2A in Supplement 1). Restricting to the post-neonatal age group of 28 to 364 days using the 130 Causes List, COVID-19 was a top 10 leading cause of death (eTable 2B in Supplement 1).

Our study period, August 1, 2021, to July 31, 2022, coincides with substantial infection waves of the COVID-19 Delta and Omicron variants (Figure 1B). As a sensitivity analysis, we considered every 12-month period from April 2020 to August 2022 (Figure 2).14 In the pre-Delta period, before July 2021, COVID-19 death rates were considerably lower than in the Delta and Omicron periods. Nevertheless, in the pre-Delta period, COVID-19 would have ranked as the ninth leading cause of death, rather than the eighth leading cause of death.

Figure 2.  Leading Causes of Death in Children and Young People Compared With COVID-19 Deaths in Different 12 Month Periods

For children and young people aged 0 to 19 years in 2019, leading causes of death included heart disease (ranked seventh), influenza/pneumonia (eighth), and cerebrovascular diseases (ninth). We compare these causes of death to COVID-19 deaths in each 12 month period for which data were available: April 2020 to March 2021, May 2020 to April 2021, and so on. Data for recent months are not yet complete.14

The 10 leading causes of death among CYP were largely unchanged when comparing 2019 with 2015 to 2019, with 2020, and with 2021, with the exception that in 2021 COVID-19 entered the top 10 as the eighth leading cause of death among CYP. This is the same rank we found for our study period (Table 1). As a final sensitivity analysis, had the 821 COVID-19 deaths in our study period occurred in 2015 to 2019 (annualized), 2020, or 2021 (3 separate comparisons as sensitivity analyses), COVID-19 would have ranked as the seventh or eighth leading cause of death in all 3 comparisons.

Discussion

In this cross-sectional study of underlying causes of death among children aged 0 to 19 years in the US, we compared leading causes of death in 2019 with COVID-19 deaths. Early in the COVID-19 pandemic, comparisons of COVID-19 disease severity between age groups were a vital tool for appropriately allocating limited resources and prioritizing vaccination campaigns. However, long-term public health planning and management needs to be informed by the leading causes of deaths within each age group, a practice in the US dating back at least 7 decades, beginning with the first publication of a leading cause of death ranking in 1952.2 The most recent comprehensive prepandemic data on leading causes of death covers 2019.2 Compared with this period, we found that COVID-19 was a leading cause of death in CYP aged 0 to 19 years in the US for the period of August 1, 2021, to July 31, 2022, ranking eighth among all causes of deaths (representing 2.0% of all causes of death). Considering other 12-month periods during the pandemic did not qualitatively change our findings (Figure 2), nor did comparing with non–COVID-19 causes of death in other periods (ie, 2015-2019, 2020, and 2021).

While other causes of death, such as unintentional injuries (18.4%), assault (6.9%), and suicide (6.8%) represented a large percentage of all causes of death, COVID-19 ranked fifth in disease-related causes of deaths (excluding unintentional injuries, assault, and suicide), and first in deaths caused by infectious and respiratory diseases. Comparing deaths from COVID-19 with deaths from other vaccine-preventable diseases historically, COVID-19 caused substantially more deaths (821 deaths in our study period in CYP) than major vaccine-preventable diseases did before vaccines became available: hepatitis A (3 reported deaths in children per year in the US), rotavirus (20-60 reported deaths in children per year in the US), rubella (17 reported deaths in children per year in the US), varicella (50 reported deaths in children per year in the US),15 and measles (495 total reported deaths per year,16 the vast majority in children17).

In summary, we found that COVID-19 is now a leading cause of death for CYP aged 0-19 years in the US, and the top (first) leading cause of death among infectious and respiratory diseases. Overall, deaths in CYP increased over the Delta and Omicron waves compared with previous waves, likely reflecting the large numbers of CYP infected during these periods. Future variants (or subvariants) capable of displacing current Omicron subvariants will, by definition, have a growth advantage over these lineages, and there is no guarantee that their intrinsic severity will be reduced.18 In the context of sustained transmission and circulation of SARS-CoV-2 in the US, the nontrivial risk posed by COVID-19 to CYP warrants use of a wide and robust array of tools to limit the extent of infection and severe disease in this age group, through a combination of safe and efficacious vaccination against the disease,19 appropriate pharmaceutical treatments, mitigations such as ventilation,20,21 and other nonpharmaceutical interventions (eg, testing, supported isolation).

Limitations

Our findings need to be considered in the context of several limitations which mean that we may have underestimated the true mortality burden of COVID-19 in CYP aged 0 to 19 years. Analyses of excess deaths have suggested underreporting bias in COVID-19 deaths22; specific criteria for determining COVID-19 deaths is heterogeneous across the US and has changed over time; and delays to reporting may be substantial for recent time periods.14 We consider COVID-19 as an underlying (and not contributing) cause of death only, but COVID-19 amplifies the severe impacts of other diseases, and mortality hazards from coinfection (eg, influenza23) are increased with accompanying comorbidities. The category of deaths from influenza and pneumonia combines a variety of causes, to which SARS-CoV-2 could be a contributing factor.23,24 Recent evidence also suggests that COVID-19 may contribute to serious long-term sequelae25 in children and adolescents, which are unlikely to have been captured in these data.

It is important to note that population death rates result from the combination of SARS-CoV-2 transmission rates and COVID-19 disease severity (infection fatality ratios), and both have varied significantly over the course of the pandemic. Transmission rates have varied due to changing nonpharmaceutical interventions (eg, school and business closures), behavior (eg, mask usage), and increasing population immunity from previous infection and vaccination. Varying population immunity also leads to lower infection fatality ratios. COVID-19 disease severity varies between variants26,27 with inconsistent findings for children vs older age groups.27,28 Nevertheless, our sensitivity analyses across time periods consistently showed COVID-19 to be a leading cause of death in CYP. We caution against using differences in COVID-19 death rates between periods to understand variant-specific severity given changes in viral transmission and disease severity.

Conclusions

In this study, COVID-19 was a leading cause of death among individuals aged 0 to 19 years in the US. Our findings underscore the public health relevance of COVID-19 to CYP. In the likely future context of sustained SARS-CoV-2 circulation, appropriate pharmaceutical and nonpharmaceutical interventions (eg, vaccines, ventilation, air cleaning) will continue to play an important role in limiting transmission of the virus and mitigating severe disease in CYP.

Back to top
Article Information

Accepted for Publication: December 9, 2022.

Published: January 30, 2023. doi:10.1001/jamanetworkopen.2022.53590

Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2023 Flaxman S et al. JAMA Network Open.

Corresponding Author: Seth Flaxman, PhD, Department of Computer Science, University of Oxford, Oxford, Wolfson Bldg, Parks Rd, Oxford OX1 3QD, UK ([email protected]).

Author Contributions: Dr Flaxman had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: Flaxman, Whittaker, Bhatt, Gurdasani, Ratmann.

Acquisition, analysis, or interpretation of data: Flaxman, Whittaker, Semenova, Rashid, Parks, Blenkinsop, Unwin, Mishra.

Drafting of the manuscript: Flaxman, Whittaker, Rashid, Parks, Mishra, Bhatt, Ratmann.

Critical revision of the manuscript for important intellectual content: Flaxman, Whittaker, Semenova, Blenkinsop, Unwin, Mishra, Gurdasani, Ratmann.

Statistical analysis: Flaxman, Whittaker, Semenova, Parks, Bhatt, Ratmann.

Obtained funding: Flaxman.

Administrative, technical, or material support: Flaxman, Whittaker, Rashid, Parks.

Supervision: Flaxman, Bhatt, Ratmann.

Conflict of Interest Disclosures: Dr Semenova reported being employed by AstraZeneca from March 2019 to June 2021; the appointment was not related to the current work. Dr Ratmann reported receiving grants from the Medical Research Council (MRC) outside the submitted work. No other disclosures were reported.

Funding/Support: Drs Semenova and Flaxman acknowledge funding from the Engineering and Physical Sciences Research Council (EPSRC) (EP/V002910/2) and from the MRC (MR/V038109/1). Drs Mishra and Bhatt acknowledge funding from the Novo Nordisk Young Investigator Award (NNF20OC0059309). Dr Whittaker acknowledges funding from the MRC Doctoral Training Programme that supports his PhD studies (award reference 1975152). Dr Parks was supported by the National Institute of Environmental Health Sciences (NIEHS) grant K99 ES033742. Dr Whittaker is supported by Sir Henry Wellcome Postdoctoral Fellowship, reference 224190/Z/21/Z. Mr Rashid is supported by an Imperial College President’s PhD scholarship. Drs Whittaker, Unwin, and Bhatt acknowledge funding from the MRC Centre for Global Infectious Disease Analysis (reference MR/R015600/1), jointly funded by the UK MRC and the UK Foreign, Commonwealth & Development Office (FCDO), under the MRC/FCDO Concordat agreement and is also part of the EDCTP2 programme supported by the European Union.

Role of the Funder/Sponsor: EPSRC, FCDO, MRC, NIEHS, the Wellcome Trust, and Novo Nordisk had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.

Data Sharing Statement: See Supplement 2.

References
1.
CDC WONDER. About Provisional Mortality Statistics, 2018 through last month. Accessed June 23, 2022. https://wonder.cdc.gov/mcd-icd10-provisional.html
2.
Heron  M.  Deaths: leading causes for 2019.   Natl Vital Stat Rep. 2021;70(9):1-114.PubMedGoogle Scholar
3.
National Center for Health Statistics. ICD-10 cause-of-death lists for tabulating mortality statistics (updated October 2020 to include WHO updates to ICD-10 for data year 2020). Accessed June 24, 2022. https://www.cdc.gov/nchs/data/dvs/Part9InstructionManual2020-508.pdf
4.
Medical Research Council. Is my study research? Accessed December 27, 2022. https://www.hra-decisiontools.org.uk/research/
5.
Medical Research Council. Do I need NHS REC review? Accessed December 27, 2022. https://www.hra-decisiontools.org.uk/ethics/
6.
CDC WONDER. About underlying cause of death, 1999-2020. Accessed May 13, 2022. https://wonder.cdc.gov/ucd-icd10.html
7.
CDC WONDER. Provisional mortality by multiple cause of death and by single race, for 2018 through present. Accessed June 27, 2022. https://wonder.cdc.gov/wonder/help/mcd-provisional.html
8.
US Census Bureau. National population by characteristics: 2020-2021. Accessed June 27, 2022. https://www.census.gov/data/tables/time-series/demo/popest/2020s-national-detail.html
9.
FPM. COVID-19 diagnosis coding explained in a flowchart. Accessed December 2, 2022. https://www.aafp.org/pubs/fpm/blogs/inpractice/entry/covid_diagnosis_flowcharts.html
10.
National Center for Health Statistics. Weekly updates by select demographic and geographic characteristics. Accessed June 27, 2022. https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm
11.
Flaxman  S, Whittaker  C, Semenova  E,  et al.  COVID-19 is a leading cause of death in children and young people ages 0-19 years in the United States.   medRxiv. Preprint posted online May 27, 2022. doi:10.1101/2022.05.23.22275458Google Scholar
12.
Kinzina  ED, Podolskiy  DI, Dmitriev  SE, Gladyshev  VN.  Patterns of aging biomarkers, mortality, and damaging mutations illuminate the beginning of aging and causes of early-life mortality.   Cell Rep. 2019;29(13):4276-4284.e3. doi:10.1016/j.celrep.2019.11.091PubMedGoogle ScholarCrossref
14.
National Center for Health Statistics. Technical notes. Accessed November 14, 2022. https://www.cdc.gov/nchs/nvss/vsrr/covid19/tech_notes.htm
15.
Anderson  EJ, Campbell  JD, Creech  CB,  et al.  Warp speed for coronavirus disease 2019 (COVID-19) vaccines: why are children stuck in neutral?   Clin Infect Dis. 2021;73(2):336-340. doi:10.1093/cid/ciaa1425PubMedGoogle ScholarCrossref
16.
Hinman  AR, Brandling-Bennett  AD, Nieburg  PI.  The opportunity and obligation to eliminate measles from the United States.   JAMA. 1979;242(11):1157-1162. doi:10.1001/jama.1979.03300110029022PubMedGoogle ScholarCrossref
17.
National Center for Health Statistics. Death rates for selected causes by 10-year age groups, race, and sex: death registration states, 1900-32, and United States, 1933-98. Accessed November 14, 2022. https://www.cdc.gov/nchs/nvss/mortality/hist290.htm
18.
Markov  PV, Katzourakis  A, Stilianakis  NI.  Antigenic evolution will lead to new SARS-CoV-2 variants with unpredictable severity.   Nat Rev Microbiol. 2022;20(5):251-252. doi:10.1038/s41579-022-00722-zPubMedGoogle ScholarCrossref
19.
Price  AM, Olson  SM, Newhams  MM,  et al; Overcoming COVID-19 Investigators.  BNT162b2 protection against the Omicron variant in children and adolescents.   N Engl J Med. 2022;386(20):1899-1909. doi:10.1056/NEJMoa2202826PubMedGoogle ScholarCrossref
20.
The Lancet COVID-19 Commission. Designing infectious disease resilience into school buildings through improvements to ventilation and air cleaning. April 2021. Accessed December 27, 2022. https://static1.squarespace.com/static/5ef3652ab722df11fcb2ba5d/t/60a3d1251fcec67243e91119/1621348646314/Safe+Work+TF+Desigining+infectious+disease+resilience+April+2021.pdf
21.
McNeill  VF, Corsi  R, Huffman  JA,  et al.  Room-level ventilation in schools and universities.   Atmospheric Environ. 2022;13:100152. doi:10.1016/j.aeaoa.2022.100152Google ScholarCrossref
22.
Whittaker  C, Walker  PGT, Alhaffar  M,  et al.  Under-reporting of deaths limits our understanding of true burden of COVID-19.   BMJ. 2021;375(2239):n2239. doi:10.1136/bmj.n2239PubMedGoogle ScholarCrossref
23.
Swets  MC, Russell  CD, Harrison  EM,  et al; ISARIC4C Investigators.  SARS-CoV-2 co-infection with influenza viruses, respiratory syncytial virus, or adenoviruses.   Lancet. 2022;399(10334):1463-1464. doi:10.1016/S0140-6736(22)00383-XPubMedGoogle ScholarCrossref
24.
Parisi  GF, Indolfi  C, Decimo  F, Leonardi  S, Miraglia Del Giudice  M.  COVID-19 pneumonia in children: from etiology to management.   Front Pediatr. 2020;8:616622. doi:10.3389/fped.2020.616622PubMedGoogle ScholarCrossref
25.
Kompaniyets  L, Bull-Otterson  L, Boehmer  TK,  et al.  Post-COVID-19 symptoms and conditions among children and adolescents—United States, March 1, 2020-January 31, 2022.   MMWR Morb Mortal Wkly Rep. 2022;71(31):993-999. doi:10.15585/mmwr.mm7131a3PubMedGoogle ScholarCrossref
26.
Twohig  KA, Nyberg  T, Zaidi  A,  et al; COVID-19 Genomics UK (COG-UK) consortium.  Hospital admission and emergency care attendance risk for SARS-CoV-2 Delta (B.1.617.2) compared with Alpha (B.1.1.7) variants of concern: a cohort study.   Lancet Infect Dis. 2022;22(1):35-42. doi:10.1016/S1473-3099(21)00475-8PubMedGoogle ScholarCrossref
27.
Nyberg  T, Ferguson  NM, Nash  SG,  et al; COVID-19 Genomics UK (COG-UK) consortium.  Comparative analysis of the risks of hospitalisation and death associated with SARS-CoV-2 Omicron (B.1.1.529) and Delta (B.1.617.2) variants in England: a cohort study.   Lancet. 2022;399(10332):1303-1312. doi:10.1016/S0140-6736(22)00462-7PubMedGoogle ScholarCrossref
28.
Wang  L, Berger  NA, Kaelber  DC, Davis  PB, Volkow  ND, Xu  R.  Incidence rates and clinical outcomes of SARS-CoV-2 infection with the Omicron and Delta variants in children younger than 5 years in the US.   JAMA Pediatr. 2022;176(8):811-813. doi:10.1001/jamapediatrics.2022.0945PubMedGoogle ScholarCrossref