Adjunct Faculty
Adjunct faculty typically have an academic or research appointment at another institution and contribute or collaborate with one or more School of Medicine faculty members or programs.
Adjunct rank detailsAdam Chekroud, PhD
Assistant Professor Adjunct, PsychiatryAbout
Research
Publications
2026
A large-scale evaluation of provider-patient matching in an employer-sponsored mental health program
Ward E, Hawrilenko M, Wu M, Novak J, Brown M, Chekroud A. A large-scale evaluation of provider-patient matching in an employer-sponsored mental health program. Npj Mental Health Research 2026 PMID: 42168544, DOI: 10.1038/s44184-026-00215-4.Peer-Reviewed Original ResearchPatient-provider relationshipMental health programsMental health benefitsCost of carePatient-providerHealth programsRetrospective cohort studyCohort studyTherapeutic allianceFitness scoreProvidersTherapistsHealth benefitsSymptom improvementCost savingsClinical outcomesPatientsCarePsychotherapyHealthPTSDAnxietyDepressionParticipantsScoresUser Experience and Early Clinical Outcomes of a Mental Wellness Chatbot for Depression and Anxiety: Pilot Evaluation Mixed Methods Study
Graupensperger S, Ward E, Baum G, Bentley K, Dworkin E, Brown M, Chekroud A, Hawrilenko M. User Experience and Early Clinical Outcomes of a Mental Wellness Chatbot for Depression and Anxiety: Pilot Evaluation Mixed Methods Study. JMIR Formative Research 2026, 10: e90644. PMID: 41980262, PMCID: PMC13094381, DOI: 10.2196/90644.Peer-Reviewed Original ResearchA Payer Solution to Improve Access to Quality Behavioral Health Care
Sinoway L, LeJeune K, Sonntag H, Henry D, Singh A, Chekroud A, Farah T. A Payer Solution to Improve Access to Quality Behavioral Health Care. NEJM Catalyst 2026, 7 DOI: 10.1056/cat.25.0192.Peer-Reviewed Original ResearchMental Health Service Use and Equity in a Comprehensive Employer-Sponsored Benefit Program: A Retrospective Cohort Study
Baum G, Hawrilenko M, Cascalheira C, Ward E, Graupensperger S, Brown M, Chekroud A. Mental Health Service Use and Equity in a Comprehensive Employer-Sponsored Benefit Program: A Retrospective Cohort Study. Population Health Management 2026, 29: 120-129. PMID: 41660826, DOI: 10.1177/19427891261420041.Peer-Reviewed Original ResearchMental health careDeprivation levelCare initiativesSocioeconomic disparitiesRetrospective cohort studyHealth careProgram usersMental health care useMental health service useMental health service utilizationProgram implementationCohort studyArea Deprivation IndexHealth service useOverall health inequalityPlanning usersHealth care useLevels of socioeconomic disadvantageHealth service utilizationHigh-deprivation areasBenefit programsMental health benefitsArea deprivationHealth inequalitiesDeprivation indexAI Chatbot Suicide Risk Detection and Response: Human Validation of the Open-Source VERA-MH Safety Evaluation.
Bentley K, Belli L, Chekroud A, Ward E, Dworkin E, Van Ark E, Johnston K, Alexander W, Brown M, Hawrilenko M. AI Chatbot Suicide Risk Detection and Response: Human Validation of the Open-Source VERA-MH Safety Evaluation. JMIR AI 2026 PMID: 42257560, DOI: 10.2196/92817.Peer-Reviewed Original ResearchOpen-sourceSuicide risk detectionRisk detectionMental healthSimulated conversationAI safetyAutomated benchmarkingHuman cliniciansAI toolsHuman validationClinician ratingsGeneral-purpose AILicensed mental health cliniciansPotential mental health benefitsSuicide riskMental health benefitsMental health cliniciansUsersResearch directionsRisk of suicideBenchmarksHealth cliniciansAIPsychological supportIndividual clinicians
2025
Crisis Outreach, Treatment Engagement, and Outcomes After Suicide Risk Screening in a Comprehensive Mental Health Platform
Graupensperger S, Hawrilenko M, Brown M, Baum G, Ward E, Chekroud A. Crisis Outreach, Treatment Engagement, and Outcomes After Suicide Risk Screening in a Comprehensive Mental Health Platform. Psychiatric Services 2025, 77: 5-12. PMID: 41236311, DOI: 10.1176/appi.ps.20250319.Peer-Reviewed Original ResearchMental health platformSuicidal ideationTreatment engagementSuicide risk screeningIdentification of suicidal ideationHealth platformCare retentionRisk screeningMedication management appointmentsAnxiety symptomsLong-term outcomesSymptom reductionSymptom trajectoriesAssociated with greater oddsMediation analysisIdeationSuicide interventionCare continuityCrisis outreachCare useMonths of follow-up dataTreatment accessGreater oddsPrimary exposureSuicideEvidence-Based Mental Health at Scale: Benchmarking Retrospective Cohort Study of a Digital Employee Benefits Program for Depression and Anxiety
Ward E, Hawrilenko M, Brown M, Chekroud A. Evidence-Based Mental Health at Scale: Benchmarking Retrospective Cohort Study of a Digital Employee Benefits Program for Depression and Anxiety. Online Journal Of Public Health Informatics 2025, 17: e72999. PMID: 41161337, PMCID: PMC12612640, DOI: 10.2196/72999.Peer-Reviewed Original ResearchMental health careMental health benefitsMeta-analytic resultsHealth careRetrospective cohort studyEffective mental health careAccess mental health careEvidence-based mental healthCohort studyMeta-analyses of psychotherapiesMental health programsEffect sizeQuality of carePeople face barriersSystems of careMental health assessmentHealth benefitsHigh-quality interventionsCare navigationEvidence-based therapiesParticipants of colorHealth programsAnxiety symptomsMental healthDepressive symptomsA remote care navigation solution associated with improved utilization and outcomes of mental healthcare: A nationwide cohort study in the USA
Ward E, Hawrilenko M, Ambwani G, Brown M, Krystal J, Corlett P, Chekroud A. A remote care navigation solution associated with improved utilization and outcomes of mental healthcare: A nationwide cohort study in the USA. PLOS ONE 2025, 20: e0331454. PMID: 40966254, PMCID: PMC12445557, DOI: 10.1371/journal.pone.0331454.Peer-Reviewed Original ResearchConceptsCare navigationMental healthcare utilizationHealthcare utilizationCohort studyComplete demographic informationMental health benefitsMental health assessmentNationwide cohort studyAssociated with greater engagementMental healthcareCare utilizationRetrospective cohort studyPeople of colorScheduling appointmentsWhite participantsHealth assessmentCareGreater engagementParticipants of colorDemographic informationClinical implementationBaseline symptomsHealth benefitsParticipantsUS employersThe Impact of Enhanced Behavioral Health Services on Total Healthcare Costs Among US Employers: A Site-Level Analysis of 19 Cohort Studies
Hawrilenko M, Smolka C, Ward E, Kavelaars R, Brown M, Chekroud A. The Impact of Enhanced Behavioral Health Services on Total Healthcare Costs Among US Employers: A Site-Level Analysis of 19 Cohort Studies. Journal Of Health Economics And Outcomes Research 2025, 12: 246-251. PMID: 40546793, PMCID: PMC12182909, DOI: 10.36469/001c.138634.Peer-Reviewed Original ResearchBehavioral health benefitsComprehensive mental health programMedical spendingMental health programsMental health careBehavioral health servicesHealthcare decision-makingReturn-on-investment estimatesRetrospective matched cohort designMeta-analysisHealth benefitsDifference-in-differences analysisUS employersMatched cohort designMedical claims dataEmployer-sponsored health plansMedication management sessionsHealth programsHealth servicesHealth careHealth plansCohort designInverse varianceDifference-in-differences modelReturn on investmenthe Impact of Enhanced Behavioral Health Services on Total Healthcare Costs Among US Employers: A Site-Level Analysis of 19 Cohort Studies
Hawrilenko M, Smolka C, Ward E, Kavelaars R, Brown M, Chekroud A. he Impact of Enhanced Behavioral Health Services on Total Healthcare Costs Among US Employers: A Site-Level Analysis of 19 Cohort Studies. Journal Of Health Economics And Outcomes Research 2025, 246-251. DOI: 10.36469/jheor.2025.138634.Peer-Reviewed Original ResearchBehavioral health benefitsComprehensive mental health programMedical spendingMental health programsMental health careBehavioral health servicesHealthcare decision-makingReturn-on-investment estimatesRetrospective matched cohort designMeta-analysisHealth benefitsDifference-in-differences analysisUS employersMatched cohort designMedical claims dataEmployer-sponsored health plansMedication management sessionsHealth programsHealth servicesHealth careHealth plansInverse varianceCohort designDifference-in-differences modelReturn on investment
Academic Achievements & Community Involvement
News
News
- June 08, 2026Source: TIME
Chekroud's Spring Health Named to TIME100 Most Influential Companies in 2026
- March 11, 2026Source: Fortune
Chatbots are ‘Constantly Validating Everything’ Even When You’re Suicidal. New Research Measures How Dangerous AI Psychosis Really Is
- January 12, 2024Source: Yale News
Quest for Personalized Medicine Hits a Snag
- February 13, 2022
Thorne Prize Winner April Koh, YC ’16, Recognized for Success