Leveraging Longitudinal Survey and EHR data to Dissect the Impact of COVID-19 related Stressors and Infections on Child Mental Health and Suicide Risks
Leveraging Longitudinal Survey and EHR data to Dissect the Impact of COVID-19 related Stressors and Infections on Child Mental Health and Suicide Risks
批准号:
10757554
负责人:
Yunyu Xiao
金额:
$323.16万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-01 至 2026-08-31
关键词:
AcuteAddressAdolescentAdultAmericanAreaBlack raceBrainCOVID-19COVID-19 impactCOVID-19 pandemicCOVID-19 pandemic effectsCategoriesChildChild Mental HealthClinicalCommunitiesCommunity SurveysContainmentDataDecision MakingDiagnosisDimensionsDiseaseEconomicsElectronic Health RecordEthnic OriginExposure toFamilyFeeling suicidalFemaleFoodGoalsHealthHealth behaviorHispanicHousingIncomeInfectionInterventionJob lossKnowledgeLinkLong COVIDLongitudinal SurveysLongitudinal cohortMachine LearningMeasuresMediatingMediationMental HealthMental disordersMethodologyMethodsMinorityModelingNational Institute of Mental HealthOutcomePatternPhasePhenotypePoliciesPolicy MakingPopulationPopulations at RiskPsychiatryPublic HealthRaceRecoveryRelapseResearchResearch PriorityRiskSARS-CoV-2 exposureSARS-CoV-2 infectionSamplingSchoolsStrategic PlanningStructural RacismSuicide attemptSurveysTestingTimeTravelUnemploymentUpdateVaccinationVaccinesagedcausal modelcognitive developmentcohortcoronavirus diseasedata reductiondisparity reductioneconometricsepidemiological modelethnic minorityevidence baseflugirlshealth care availabilityhealth datahealth disparityhigh riskhigh risk populationimprove minority healthindexinginnovationlong term consequences of COVID-19longitudinal datasetmodifiable riskneighborhood disadvantagenovelpandemic diseasepandemic impactpopulation basedpre-pandemicpreventpsychosocialpublic health prioritiesracial minorityschool closuresegregationsexsocialsocial health determinantsstressorsuicidal behaviorsuicidal risktrend
中文摘要
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英文摘要
The adverse impact of the COVID-19 pandemic on child mental health has become a public health priority.
Suicidal ideation and suicide attempts among children increased by 70-130% in 2020-2021 compared to the
pre-pandemic period. Pre-existing social determinants of health (SDoH) and changes in pandemic-related
SDoH have exacerbated child mental health disparities. However, the long-term impact of COVID, including
Long COVID, the broader secondary impact of the lingering pandemic, and pandemic policies on child mental
health, is largely unknown. It is urgent and time-sensitive to identify high-risk children and modifiable targets to
reduce COVID-related new/worsening mental health and suicidal ideation and suicide attempts that could have
major consequences for the transition to adulthood. This proposed project will identify urgent and modifiable
factors to alleviate the negative impact of COVID-19 on child mental health. Our specific objective is to
examine the long-term impact of pandemic-related SDoH and policies on child mental health and suicidal
ideation, and suicide attempts. Our central hypothesis is that children who were girls, racial/ethnic minorities,
with pre-existing mental illness, infected by SARS-CoV-2, and exposed to greater SDoH and containment
policies will have new and worsening mental health and suicidal ideation and suicide attempts in the long term.
These hypotheses have been formulated on the basis of our strong preliminary data from the proposed
population-level data from the Adolescent Brain Cognitive Development study (>11000 children) and electronic
health records in the National COVID Cohort Collaborative (>170000 children). Our recent JAMA Psychiatry
study strengthens the evidence that pandemic-related SDoH worsened child mental health disproportionately
among those who were females, Black, Hispanic children, and those living in deprived areas. This R01
application will extend our prior empirical and methodological expertise in the following specific aims: 1)
quantify new and worsening child mental health and suicidal ideation and suicide attempts, as well as their
trajectories across the COVID pandemic. 2) examine the direct and indirect (mediation/moderation) impact of
pandemic-related SDoH on child mental health and suicidal ideation and suicide attempts, and 3) determine
the effects of COVID-19 policies on child mental health and suicidal ideation and suicide attempts. The key
innovation is to apply novel causal models from epidemiology and economics to estimate the long-term impact
of COVID-19 infections, pandemic-related SDoH, and policies on mental health and suicidal ideation and
suicide attempts among children from two large-scale, nationwide, longitudinal datasets. We will reduce data
dimensionality and create novel SDoH and policy indexes to capture the time-varying exposures to changes in
SDoH. Our findings will meet urgent and critical public health needs to prevent the widening mental health
disparities worsened by the COVID-19 pandemic, by refocusing on SDoH and informing structural and
psychosocial interventions. Addressing minority mental health is closely aligned with the NIMH Strategic Plan.
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