Corey J. Hayes
Associate Professor
Also affiliated: University of Toronto (2023); University of Arkansas Medical Center (2020–2026); Health Services Research & Development (2023); Central Arkansas Veterans Healthcare System (2014–2026); Baptist Health Foundation (2015–2016); Center for Surveillance, Epidemiology, and Laboratory Services (2017); McMaster University (2023)
Biomedical Informatics, College of Medicine
Research Areas
Biomedical Subjects
Biography and Research Information
OverviewAI-generated summary
Corey J. Hayes investigates the characteristics of initial prescription episodes and their likelihood of leading to long-term opioid use. His work includes examining factors that influence long-term opioid use among opioid-naive patients, specifically analyzing initial prescription details and the etiologies of pain. Hayes also studies the reliability and validity of patient-reported outcome measures, such as the Medical Outcomes Study Short Form-12 Version 2 (SF-12v2), across various adult populations including those with non-cancer pain, diabetes, and cancer.
His research extends to evaluating the impact of policy changes, such as the legalization of medical marijuana, on opioid use patterns, including chronic and high-risk use. Hayes is also funded by the National Institutes of Health (NIH) as the Principal Investigator for a project focused on utilizing predictive analytics to improve the care of veterans with opioid use disorder. His scholarship metrics include an h-index of 18, with 119 total publications and 2,329 total citations. He actively collaborates with researchers at the University of Arkansas for Medical Sciences, including Hari Eswaran, Cari A. Bogulski, Bradley C. Martin, and Mahip Acharya, with whom he has co-authored numerous publications.
Metrics
- h-index: 18
- Publications: 113
- Citations: 2,288
Positions
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Associate Professor 2023–presentUniversity of Arkansas for Medical Sciences Biomedical Informatics, College of Medicine Institutional directory
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Research Health Scientist 2018–presentCentral Arkansas Veterans Healthcare System Center for Mental Healthcare and Outcomes Research ORCID
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Post-Doctoral Fellow 2016–2018University of Arkansas for Medical Sciences Psychiatric Research Institute, Department of Psychiatry ORCID
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Clinical Pharmacist I-Psychiatry 2013–2016Baptist Health Pharmacy ORCID
Selected Publications
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State X-Waiver Statutes and Buprenorphine Prescriber Rates After Federal X-Waiver Elimination, 2021−2023 (2026)
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MSR157 COMPARISON OF SAMPLING STRATEGIES TO ADDRESS SEVERE DATA IMBALANCE AND COMPUTATIONAL BENCHMARKING FOR TIME-TO-EVENT PREDICTIVE MODEL DEVELOPMENT ACROSS LOCAL AND HIGH-PERFORMANCE COMPUTING ENVIRONMENTS: PREDICTION OF ALCOHOL USE DISORDER AND OPIOID USE DISORDER AMONG ARKANSAS MEDICAL MARIJUANA CARDHOLDERS (2026)
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Did State-level telehealth policies in 2020 Reduce Urban-rural Disparity in Care Utilization? A Multilevel Analysis (2026)
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Telehealth Use and Modality Choice Among US Adults: Shorrocks-Shapley Decomposition of a 2022 Cross-Sectional National Survey (2026)
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Evaluating the optimal duration of medication treatment for opioid use disorder (2026)
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Resource Use Patterns in US Telehealth Services: Machine Learning and Clustering Analysis Across 4 Specialties (2025)
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Health Measures and Willingness to Pay for Internet Services (2025)
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Geographic and Policy Factors Influence Telehealth Availability for Substance Use Disorder Treatment (2025)
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MSR68 Development of a Discrete-Time-Updating Algorithm to Predict Cannabis Use Disorder Among Arkansas Medical Marijuana Cardholders (2025)
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MSR2 Developing a Feature Selection Workflow for Variable-Rich Data: A Case Study Utilizing Claims Data to Build Classifiers for the Prediction of Opioid Use Disorder Among Persons Authorized to Purchase Medical Cannabis (2025)
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HPR78 Impact of the X-Waiver Elimination on Buprenorphine Prescribing by Non-Physician Clinicians: An Interrupted Time Series Analysis (2025)
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MSR34 Development of a Novel Approach to Improve Binary Classification Prediction Tasks When Encountering Time-To-Event Data: Performance Comparison of Three Alternative Approaches To Predict Stimulant Use Disorder Among Persons Authorized To Purchase Medical Marijuana (2025)
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Development, calibration, and external validation of a semi-Markov model for hypertension in older adults with Medicare coverage in the United States (2025)
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Trends in Remote Patient Monitoring Before and After the COVID-19 Public Health Emergency Declaration in the United States: A Comparison Between Rural/Urban and Racial/Ethnic Group (2025)
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Health Measures and Willingness to Pay for Internet Services (2025)
Federal Grants 1
Grants & Funding
As listed on this researcher's institutional profile. Federal awards with verified records are shown above.
- Impact of Opioid Dosing Strategies on Pain Scores and Adverse or Unintended Clinical Outcomes NIH Principal Investigator
- CARES Project - Hayes Food & Drug Administration via Chicago Association for Research and Education in Science Principal Investigator
- DAABHS SOR III OPAL Narcan Drug Project Substance Abuse & Mental Health Services Administration via Arkansas Department of Human Services Principal Investigator
- Ohio Valley Node of the Clinical Trials Network NIH/Nat. Inst. on Drug Abuse via University of Cincinnati Co-Investigator
- Rural Telehealth Evaluation Center HRSA Other
- Telehealth Covid-19 Broadband Pilot Evaluation Health Resources & Services Administration Principal Investigator
- ABI P. Prather NIH T32 FY26 Y3 State of Arkansas Principal Investigator
Collaboration Network
Top Collaborators
- Utilization of Remote Patient Monitoring Within the United States Health Care System: A Scoping Review
- Factors associated with telehealth use among adults in the United States: Findings from the 2020 National Health Interview Survey
- Association between broadband capacity and telehealth utilization among Medicare Fee-for-service beneficiaries during the COVID-19 pandemic
- Trends in Telehealth Visits During Pregnancy, 2018 to 2021
- Association of Remote Patient Monitoring with Mortality and Healthcare Utilization in Hypertensive Patients: a Medicare Claims–Based Study
Showing 5 of 31 shared publications
- Factors Influencing Long-Term Opioid Use Among Opioid Naive Patients: An Examination of Initial Prescription Characteristics and Pain Etiologies
- Impact of Medical Marijuana Legalization on Opioid Use, Chronic Opioid Use, and High-risk Opioid Use
- Cost-Effectiveness of Oral Anticoagulants for Ischemic Stroke Prophylaxis Among Nonvalvular Atrial Fibrillation Patients
- Impact of opioid dose escalation on the development of substance use disorders, accidents, self‐inflicted injuries, opioid overdoses and alcohol and non‐opioid drug‐related overdoses: a retrospective cohort study
- Cost-Effectiveness of Intranasal Naloxone Distribution to High-Risk Prescription Opioid Users
Showing 5 of 30 shared publications
- Utilization of Remote Patient Monitoring Within the United States Health Care System: A Scoping Review
- Trends in Telehealth Visits During Pregnancy, 2018 to 2021
- Association of Remote Patient Monitoring with Mortality and Healthcare Utilization in Hypertensive Patients: a Medicare Claims–Based Study
- Socioeconomic Determinants of Remote Patient Monitoring Implementation Among Rural and Urban Hospitals
- Willingness to pay for internet speed and quality
Showing 5 of 28 shared publications
- Cost-Effectiveness of Intranasal Naloxone Distribution to High-Risk Prescription Opioid Users
- Association between broadband capacity and telehealth utilization among Medicare Fee-for-service beneficiaries during the COVID-19 pandemic
- Trends in Telehealth Visits During Pregnancy, 2018 to 2021
- Association of Remote Patient Monitoring with Mortality and Healthcare Utilization in Hypertensive Patients: a Medicare Claims–Based Study
- Association Between Broadband Capacity and Social Vulnerability Factors in the United States: A County-Level Spatial Analysis
Showing 5 of 20 shared publications
- Impact of opioid dose escalation on the development of substance use disorders, accidents, self‐inflicted injuries, opioid overdoses and alcohol and non‐opioid drug‐related overdoses: a retrospective cohort study
- Impact of opioid dose escalation on pain intensity: a retrospective cohort study
- Effect of Rural Residence on Use of VHA Mental Health Care Among OEF/OIF Veterans
- The influence of propoxyphene withdrawal on opioid use in veterans
- Association between discontinuing chronic opioid therapy and newly diagnosed substance use disorders, accidents, self‐inflicted injuries and drug overdoses within the prescribers' health care system: a retrospective cohort study
Showing 5 of 15 shared publications
- Impact of opioid dose escalation on the development of substance use disorders, accidents, self‐inflicted injuries, opioid overdoses and alcohol and non‐opioid drug‐related overdoses: a retrospective cohort study
- Impact of opioid dose escalation on pain intensity: a retrospective cohort study
- Health‐Related Quality of Life among Chronic Opioid Users, Nonchronic Opioid Users, and Nonopioid Users with Chronic Noncancer Pain
- Evaluation of opioid use among patients with back disorders and arthritis
- Association between discontinuing chronic opioid therapy and newly diagnosed substance use disorders, accidents, self‐inflicted injuries and drug overdoses within the prescribers' health care system: a retrospective cohort study
Showing 5 of 12 shared publications
- Utilization of Remote Patient Monitoring Within the United States Health Care System: A Scoping Review
- Trends in Telehealth Visits During Pregnancy, 2018 to 2021
- Association of Remote Patient Monitoring with Mortality and Healthcare Utilization in Hypertensive Patients: a Medicare Claims–Based Study
- The association between rurality, dual Medicare/Medicaid eligibility and chronic conditions with telehealth utilization: An analysis of 2019–2020 national Medicare claims
- A State Profile of Disparities in Telehealth Utilization Among Medicare Beneficiaries: An Intersection Between Race/Ethnicity, Rurality, and Chronic Conditions—Arkansas, 2019
Showing 5 of 10 shared publications
- Using Data Science to Improve Outcomes for Persons with Opioid use Disorder
- Video-Based, Patient-Focused Opioid Education in the Perioperative Period Increases Self-Perceived Opioid-Related Knowledge: A Pilot Study
- Development and validation of machine-learning algorithms predicting retention, overdoses, and all-cause mortality among US military veterans treated with buprenorphine for opioid use disorder
- Are gaps in rates of retention on buprenorphine for treatment of opioid use disorder closing among veterans across different races and ethnicities? A retrospective cohort study
- Average Daily Dose Trajectories for Episodes of Buprenorphine Treatment for Opioid Use Disorder.
Showing 5 of 9 shared publications
- Demographic and geographic shifts in the preferred route of methamphetamine administration among treatment cases in the US, 2010–2019
- Individual and Health Policy Factors Associated With Positive Heroin and Opioid Treatment Response: United States, 2018
- The association between rurality, dual Medicare/Medicaid eligibility and chronic conditions with telehealth utilization: An analysis of 2019–2020 national Medicare claims
- A State Profile of Disparities in Telehealth Utilization Among Medicare Beneficiaries: An Intersection Between Race/Ethnicity, Rurality, and Chronic Conditions—Arkansas, 2019
- Are gaps in rates of retention on buprenorphine for treatment of opioid use disorder closing among veterans across different races and ethnicities? A retrospective cohort study
Showing 5 of 9 shared publications
- Willingness to pay for internet speed and quality
- Financial performance of rural hospitals persistently lacking or having telehealth technology
- Poor Representation of Rural Counties of the United States in Some Measures of Consumer Broadband
- Willingness to Pay for Internet Services
- Telehealth and Willingness to Pay for Internet Services
Showing 5 of 9 shared publications
- Impact of opioid dose escalation on the development of substance use disorders, accidents, self‐inflicted injuries, opioid overdoses and alcohol and non‐opioid drug‐related overdoses: a retrospective cohort study
- Impact of opioid dose escalation on pain intensity: a retrospective cohort study
- Association between discontinuing chronic opioid therapy and newly diagnosed substance use disorders, accidents, self‐inflicted injuries and drug overdoses within the prescribers' health care system: a retrospective cohort study
- Association Between Pain Intensity and Discontinuing Opioid Therapy or Transitioning to Intermittent Opioid Therapy After Initial Long-Term Opioid Therapy: A Retrospective Cohort Study
- Impact of transitioning from long-term to intermittent opioid therapy on the development of opioid-related adverse outcomes: A retrospective cohort study
Showing 5 of 6 shared publications
- Impact of opioid dose escalation on the development of substance use disorders, accidents, self‐inflicted injuries, opioid overdoses and alcohol and non‐opioid drug‐related overdoses: a retrospective cohort study
- Impact of opioid dose escalation on pain intensity: a retrospective cohort study
- Association between discontinuing chronic opioid therapy and newly diagnosed substance use disorders, accidents, self‐inflicted injuries and drug overdoses within the prescribers' health care system: a retrospective cohort study
- Association Between Pain Intensity and Discontinuing Opioid Therapy or Transitioning to Intermittent Opioid Therapy After Initial Long-Term Opioid Therapy: A Retrospective Cohort Study
- Impact of transitioning from long-term to intermittent opioid therapy on the development of opioid-related adverse outcomes: A retrospective cohort study
Showing 5 of 6 shared publications
- Individual and Health Policy Factors Associated With Positive Heroin and Opioid Treatment Response: United States, 2018
- Implementation and Preliminary Effectiveness of a Multidisciplinary Telemedicine Pilot Initiative for Patients with Chronic Non-Cancer Pain in Rural and Underserved Areas at a Major Academic Medical Center
- Lack of Neuromodulation Knowledge Among Rural Family Medicine Residents: A Call for Implementation Research
- Video-Based, Patient-Focused Opioid Education in the Perioperative Period Increases Self-Perceived Opioid-Related Knowledge: A Pilot Study
- A program evaluation of Arkansas Improving Multidisciplinary Pain Care and Treatment (AR-IMPACT)
Showing 5 of 6 shared publications
- Association between broadband capacity and telehealth utilization among Medicare Fee-for-service beneficiaries during the COVID-19 pandemic
- Individual and Health Policy Factors Associated With Positive Heroin and Opioid Treatment Response: United States, 2018
- Association Between Broadband Capacity and Social Vulnerability Factors in the United States: A County-Level Spatial Analysis
- The association between rurality, dual Medicare/Medicaid eligibility and chronic conditions with telehealth utilization: An analysis of 2019–2020 national Medicare claims
- Are gaps in rates of retention on buprenorphine for treatment of opioid use disorder closing among veterans across different races and ethnicities? A retrospective cohort study
Showing 5 of 6 shared publications
- Association between broadband capacity and telehealth utilization among Medicare Fee-for-service beneficiaries during the COVID-19 pandemic
- Association of Remote Patient Monitoring with Mortality and Healthcare Utilization in Hypertensive Patients: a Medicare Claims–Based Study
- Factors Associated with Remote Patient Monitoring Services Provision by Hospitals and Health Care Systems in the United States
- HSD57 Factors Associated with Remote Patient Monitoring (RPM) Services Provision By Hospitals and Healthcare Systems in the United States
- HPR89 Trends in Remote Patient Monitoring Among Medicare Beneficiaries during COVID-19: A Comparative Interrupted Time Series Analysis
Showing 5 of 6 shared publications
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