Rapid Actionable Data for Opioid Response in Kentucky (RADOR-KY)
Rapid Actionable Data for Opioid Response in Kentucky (RADOR-KY)
批准号:
10588669
负责人:
Svetla Stefanova Slavova
金额:
$312.58万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-09-30 至 2025-09-29
关键词:
AgreementAlgorithmsAreaCOVID-19 pandemicCenters for Disease Control and Prevention (U.S.)CodeCommunitiesCountyDataData LinkagesData ReportingDevelopmentEnvironmentEpidemicEvidence based practiceEvidence based treatmentGoalsHarm ReductionHealthHeterogeneityInformaticsInformation SystemsInfrastructureInterventionKentuckyLinkMachine LearningMeasuresMethodologyMonitorMorbidity - disease rateNational Institute of Drug AbuseOnline SystemsOpioidOutcomeOverdosePersonsPharmaceutical PreparationsPolicy MakerPopulation SurveillancePredictive AnalyticsPreventionPrevention ResearchPublic HealthRandomized Clinical TrialsRecoveryReportingResearchResearch InstituteResource AllocationRiskState GovernmentStatistical ModelsStimulantSystemThinnessTimeUniversitiesVisualVisualizationVisualization softwareWaiting ListsWorkaddictionalcohol researchbasebiomedical informaticscomputerized data processingdashboarddata ecosystemdata ingestiondata qualityexperiencehealingimprovedinformatics infrastructureinjury preventionlongitudinal datasetmortalitymultiple datasetsnext generationopioid epidemicopioid exposureopioid mortalityopioid overdoseopioid use disorderoverdose deathoverdose preventionpopulation basedpopulation healthpreventpublic repositoryresponsetrend
中文摘要
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英文摘要
Abstract
Opioid use disorder (OUD) remains a persistent public health crisis and epidemic. In spite of robust national,
state, and local public health responses to the epidemic, opioid overdose deaths continue to increase; of the
91,799 drug overdose deaths in 2020, reported by the Centers for Disease Control and Prevention (CDC), the
majority, 68,630 (75%) involved opioids, a 38% increase from 2019. The opioid overdose death burden in
Kentucky is even higher, with a 63% increase from 2019 (n=1,036) to 2020 (n=1,688). In the context of the
dynamically changing opioid epidemic, complicated by the challenges presented by the COVID-19 pandemic,
agencies and organizations responsible for monitoring and improving the health of the population need timely
state and local data to make critical decisions on resource allocation and targeted responses. Such decisions
are typically related to a set of evidence-based practices (EBPs) aimed at preventing opioid overdose mortality.
We will harness the infrastructure and methodological expertise at the University of Kentucky (UK) research
centers (incl. the Kentucky Injury Prevention and Research Center, the Center on Drug and Alcohol Research,
and the Institute for Biomedical Informatics), along with the experience gained from our work on the HEALing
Communities Study supported by the National Institute on Drug Abuse, and the Overdose Data to Action
project sponsored by the CDC. The specific aims of this project are to establish the Rapid Actionable Data for
Opioid Response in Kentucky (RADOR-KY)– an integrated, population-based, near-real time statewide
surveillance system that will ingest data from multiple state agencies and implement advanced informatics
algorithms for fast data processing, data linkage, machine learning and predictive analytics to shorten the time
between data capture and when analytical results are available to support opioid overdose prevention and
control. RADOR-KY will have mobile and web-based applications to provide immediate dissemination and
access to near-real time community or state level data, reports, and visual analytics to share with agencies and
community end-users. RADOR-KY End-user Advisory Group, including partners in state government and local
communities, will guide the development of the RADOR-KY reporting and visualization functionality. RADOR-
KY will establish a longitudinal dataset accessible thru the RADOR-KY portal and also shared within the HEAL
Data Ecosystem. Programming code for implemented algorithms and web-based dashboards will be shared in
a public repository to advance the efforts to mitigate the opioid epidemic across the U.S.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Administrative Supplement - Rapid Actionable Data for Opioid Response in Kentucky (RADOR-KY)
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批准号:10850016
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项目类别:
-
资助金额:$15.11万
-
财政年份:2022
-
负责人:Svetla Stefanova Slavova
-
依托单位:
Diversity Supplement - Rapid Actionable Data for Opioid Response in Kentucky (RADOR-KY)
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批准号:10789054
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项目类别:
-
资助金额:$29.07万
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财政年份:2022
-
负责人:Svetla Stefanova Slavova
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依托单位:
海外基金