grant
Using Data Science to Quantify the Impact of Misinformation, Mistrust, and Other Key Psychosocial Factors on Vaccine Hesitancy Among Vulnerable People Experiencing Psychopathology.
Organization UNIVERSITY OF MINNESOTALocation MINNEAPOLIS, UNITED STATESPosted 1 Jun 2024Deadline 31 May 2028
NIHUS FederalResearch GrantFY20262019 novel corona virus2019 novel coronavirus2019-nCoVANOVAActive LearningAddressAlgorithmsAnalysis of VarianceAnxietyAttitudeBehaviorBindingCOVID-19COVID-19 virusCOVID19 virusCV-19CalculiCessation of lifeCoV-2CoV2ComplementComplement ProteinsComputer ModelsComputerized ModelsContracting OpportunitiesContractsCooperative LearningCoronavirus Infectious Disease 2019DangerousnessDataData AnalysesData AnalysisData ScienceDeathDecision TheoryDiseaseDisorderEducationEducational aspectsEffectivenessEvidence based interventionExperiential LearningFearFoundationsFrequenciesFrightFutureGeneral PopulationGeneral PublicGoalsGraphHealthHerd ImmunityIllness impactInfectionInfluenza VaccinesInterventionIntervention TrialInterventional trialKnowledgeLaboratoriesLearningMeasuresMental DepressionMental disordersMental health disordersMinnesotaMisinformationModelingMolecular InteractionMorbidityMotivationNIMHNational Institute of Mental HealthNatural Language ProcessingOutcomeParanoiaParanoid DisordersParticipantPathway interactionsPersonsPilot ProjectsPopulationPositionPositioning AttributePsychiatric DiseasePsychiatric DisorderPsychologic ModelsPsychological ModelsPsychopathologyPsychosocial FactorPublic HealthRandomized, Controlled TrialsResearchSARS corona virus 2SARS-CO-V2SARS-COVID-2SARS-CoV-2SARS-CoV2SARS-associated corona virus 2SARS-associated coronavirus 2SARS-coronavirus-2SARS-related corona virus 2SARS-related coronavirus 2SARSCoV2Severe Acute Respiratory Coronavirus 2Severe Acute Respiratory Distress Syndrome CoV 2Severe Acute Respiratory Distress Syndrome Corona Virus 2Severe Acute Respiratory Distress Syndrome Coronavirus 2Severe Acute Respiratory Syndrome CoV 2Severe Acute Respiratory Syndrome-associated coronavirus 2Severe Acute Respiratory Syndrome-related coronavirus 2Severe acute respiratory syndrome associated corona virus 2Severe acute respiratory syndrome coronavirus 2Severe acute respiratory syndrome related corona virus 2SeveritiesSurvey InstrumentSurveysSymptomsTestingTrainingTranslatingTrustTwitterUncertaintyVaccinatedVaccinationVaccinesVariance AnalysesVulnerable PopulationsWorkWuhan coronavirusabnormal psychologyaccept vaccinationaccept vaccineadverse childhood eventsadverse childhood experiencesanalytical toolchronic mental illnesscomparator groupcomparison groupcomplementationcomputational modelingcomputational modelscomputer based modelscomputerized modelingcoronavirus disease 2019coronavirus disease 2019 viruscoronavirus disease-19coronavirus disease-19 viruscoronavirus infectious disease-19costdata interpretationdepressiondetermine efficacydoubtefficacious interventionefficacy analysisefficacy assessmentefficacy determinationefficacy evaluationefficacy examinationevaluate efficacyevidence baseexamine efficacyexperienceexperimentexperimental researchexperimental studyexperimentsflu vaccineflu virus vaccinehCoV19health beliefhealth-related beliefhesitant to vaccinationideationimprovedinfection riskinfluenza virus vaccinemachine learned algorithmmachine learning algorithmmachine learning based algorithmmachine learning based methodmachine learning methodmachine learning methodologiesmental illnessmortalitynCoV2natural language understandingneglectnewspathwaypersistent mental illnesspilot studypsychiatric illnesspsychological disorderpsychosocial variablesrandomized control trialrecruitserious mental disorderserious mental illnesssevere mental disordersevere mental illnessskill acquisitionskill developmenttheoriestooluptakevaccination acceptabilityvaccination acceptancevaccination confidencevaccination hesitancyvaccination uptakevaccination willingnessvaccine acceptabilityvaccine acceptancevaccine against fluvaccine against influenzavaccine confidencevaccine hesitancyvaccine hesitantvaccine uptakevaccine willingnessvulnerable groupvulnerable individualvulnerable peoplewillingness
Description preview
People with severe mental illness (SMI) are ~3x more likely to contract and ~7x more likely to die from vaccine-preventable disease. And yet, vaccine uptake is significantly lower among people with SMI, likely due to greater vaccine delay/refusal despite availability (“hesitancy”). Critical knowledge gaps – including extremely limited knowledge of…
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