PROJECT SUMMARY/ABSTRACT
In this study we will develop an agent-based simulation model (ABM) to help policy makers and health
professionals in North Carolina identify the best mix of cost-effective interventions to reduce opioid
overdoses (ODs) and related deaths. Interventions are identified in the NC Opioid Action Plan and cover
the Three Pillars: prevention, connection to care, and harmreduction.
Our ABM will represent a community (e.g., a town) of individuals (patients, physicians, dealers, etc.), and
simulate how proposed interventions affect individual pathways to opioid misuse and other outcomes (i.e.,
OD death). The estimation of transition probabilities between the states in these pathways will be based on
data from several sources: North Carolina dashboard, national studies, and published literature. The model
will rely on a representative synthetic population, which allows multiple data types (e.g. prevention,
treatment) to be probabilistically connected in one model.
Aim 1. To develop a North Carolina-specific ABM that describes multiple pathways of opioid use in the
context of prescription practices, treatment modality and availability, the illegal drug market, prevention
policies, and other factors affecting the parameters of the various pathways that lead to OD fatalities.
Besides OD deaths, we will investigate multiple other sources of morbidity. We will leverage existing
national models and a representative synthetic population to examine spatial (community-level) and
temporal (short- and long-term) effects of prevention and treatment interventions on opioid misuse and
ODs. We will validate the model on North Carolina data from the past 13 years and will evaluate the
sources of prediction uncertainty.
Aim 2. To predict the response to the mix of interventions specified in the North Carolina Opioid Action
Plan at the local level (e.g., county). The policies include reducing the over prescription of POs, increasing
naloxone availability, increasing community awareness, and expanding treatment and recovery care. We
will estimate the uncertainty of the forecasts accounting for the changing policy and environmental factors
and will refine the model on the basis of new data from the NC DHHS. We will discuss the results with the
expert panel and will disseminate data-driven recommendations to North Carolina stakeholders to generate
public health impact.
Aim 3. To estimate the cost and cost-effectiveness of the key interventions in Aim 2 and compare them
with the status quo. For each intervention, we will work with the NC DHHS to estimate costs and cost
variation by county characteristics (e.g., population density, poverty). The model will address a significant
public health problem and will inform policy on the short- and long-term cost-effectiveness of these
interventions.
Public Health Relevance Statement
PROJECT NARRATIVE
This study will examine the effects and cost of opioid interventions at the state and local level to assist policy
makers and health professionals in North Carolina. Using publicly available data and published literature we
will build a geographically explicit agent-based model (ABM) that will simulate individual trajectories to opioid
overdose and death under different intervention scenarios. These interventions will reflect North Carolina
Opioid Action Plan 2 and focus on “three pillars” prevention, connection to care, and reduction of harm. We will
use representative synthetic populations to link individual trajectories with local environment and context.
NIH Spending Category
No NIH Spending Category available.
Project Terms
AccountingAddressAffectAwarenessBuprenorphineCalibrationCaringCenters for Disease Control and Prevention (U.S.)Cessation of lifeCharacteristicsCommunitiesComplexCountyDataDatabasesDeath RateEffectiveness of InterventionsEmergency department visitEnvironmentEnvironmental Risk FactorEpidemicEpidemiologyEvidence based interventionFentanylGeographyGoalsGuidelinesHarm ReductionHealth ProfessionalHeroinImprove AccessIndividualInjectionsInterventionLegalLifeLinkLiteratureMeasuresMethadoneMethodologyModalityModelingMorbidity - disease rateNaloxoneNaltrexoneNorth CarolinaOpioidOutcomeOverdosePathway interactionsPatientsPeer ReviewPersonsPharmaceutical PreparationsPharmacotherapyPhysiciansPoliciesPolicy MakerPopulationPopulation DensityPovertyPreventionPrivacyProbabilityPublic HealthPublishingRecommendationRecoveryResourcesReview LiteratureSourceSpecific qualifier valueStimulantStructureSurveysSystemTimeUncertaintyUnited States Dept. of Health and Human ServicesVariantWorkcostcost effectivecost effective interventioncost effectivenesscost estimatedashboarddrug marketgeographic differencemedication-assisted treatmentmodels and simulationmortalitymultiple data sourcesmultiple data typesonline communityopioid misuseopioid mortalityopioid overdoseopioid policyopioid useoverdose deathpredicting responseprescription opioidsocial interventionssocial stigma
No Sub Projects information available for 5R01DA047994-05
Publications
Publications are associated with projects, but cannot be identified with any particular year of the project or fiscal year of funding. This is due to the continuous and cumulative nature of knowledge generation across the life of a project and the sometimes long and variable publishing timeline. Similarly, for multi-component projects, publications are associated with the parent core project and not with individual sub-projects.
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