2024
Applying a community‐engaged participatory machine learning model
Asabor E, Aneni K, Weerakoon S, Opara I. Applying a community‐engaged participatory machine learning model. American Journal Of Community Psychology 2024 PMID: 39279135, DOI: 10.1002/ajcp.12765.Peer-Reviewed Original ResearchHealth researchCommunity psychologistsPublic health researchExperiences of peopleStructural humilityHealth inequalitiesHealth careCommunity stakeholdersPriority settingMachine learning techniquesTarget populationCommunity contextHealthLived experienceImprove outcomesCommunity insightsLearning techniquesProblem formationPsychologistsPositive membersStage of machine learningMachine learning researchCommunityDecision-makingCare
2021
A Spatial Analysis of Alcohol Outlet Density Type, Abandoned Properties, and Police Calls on Aggravated Assault Rates in a Northeastern U.S. City
Lardier D, Opara I, Lin Y, Roach E, Herrera A, Garcia-Reid P, Reid R. A Spatial Analysis of Alcohol Outlet Density Type, Abandoned Properties, and Police Calls on Aggravated Assault Rates in a Northeastern U.S. City. Substance Use & Misuse 2021, 56: 1527-1535. PMID: 34210249, PMCID: PMC8324007, DOI: 10.1080/10826084.2021.1942053.Peer-Reviewed Original ResearchConceptsAggravated assault ratesAlcohol outlet densityPolice callsAssault ratesOutlet densityCommunity-based researchGreater police presenceNortheastern U.S. cityPolice presenceViolent crimeCommunity violenceUrban neighborhoodsGeographic information system (GIS) mappingU.S. citiesVacant propertiesUrban communitiesPublic health researchAlcohol outletsAbandoned PropertyCrimeViolenceSpatial analysis techniquesNegative binomial regression analysisUrban citiesHealth research