Publications
Peer-reviewed work from the lab and its close collaborations, newest first. Lab members are in bold. For a complete record, see Alvin Jeffery on Google Scholar.
2026
Ambient AI’s Value for Nursing: Will “Saving Time” Be a “Staffing Trap”?
Lee SY, Wyse RJ, Jeffery AD
Applied Clinical Informatics 17(4):763–766
Natural Language Processing for Substance Use Disorder Information Extraction: A Systematic Literature Review
Wyse RJ, Samuels DC, Sanchez-Roige S, Schirle L, Rhoten BA, Lee SY, Jeffery AD
Current Addiction Reports 13(1):34
Development and Usability of a Social Determinants of Health Dashboard in School-based Health
Borkowski VM, Curry-Johnson S, Piano MR, Maughan ED, Jeffery AD
CIN: Computers, Informatics, Nursing. Published online May 2026
From the Iron Lung to Artificial Intelligence: Integrating New Technology Into Critical Care
Lee SY, Jeffery AD
American Journal of Critical Care 35(1):70–76
2025
Automating the Addiction Behaviors Checklist for Problematic Opioid Use Identification
Chatham AH, Bradley ED, Troiani V, Beiler DL, Christy P, Schirle L, … Jeffery AD
JAMA Psychiatry 82(6):591
Association of Opioid Use Disorder–Related Service Trajectories During Pregnancy and Postpartum Health Service Use: A Group-Based Multitrajectory Modeling Study
Fang Y, Jeffery AD, Patrick SW, Young J, Raffi E, Harder GM, … Leech AA
Journal of Addiction Medicine 19(4):403–411
2024
Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression
Jeffery AD, Fabbri D, Reeves RM, Matheny ME
Heliyon 10(5):e26434
Changes in Postpartum Opioid Prescribing After Implementation of State Opioid Prescribing Limits
Fry CE, Jeffery AD, Horta M, Li Y, Osmundson SS, Phillippi J, … Leech AA
JAMA Health Forum 5(11):e244216
Integrating Diversity, Equity, Inclusion, and Accessibility into a Data Storytelling Model for Health Informatics Education
Gao G, Martin CL, Jeffery AD
Applied Clinical Informatics 15(5):1066–1073
Teaching Data Science through an Interactive, Hands-On Workshop with Clinically Relevant Case Studies
Jeffery AD, Sengstack P
Applied Clinical Informatics 15(5):1074–1079
2023
Inpatient nurses’ preferences and decisions with risk information visualization
Jeffery AD, Reale C, Faiman J, Borkowski V, Beebe R, Matheny ME, Anders S
Journal of the American Medical Informatics Association 31(1):61–69
Data Science Implementation Trends in Nursing Practice: A Review of the 2021 Literature
Wieben AM, Walden RL, Alreshidi BG, Brown SF, Cato K, Coviak CP, … Jeffery AD
Applied Clinical Informatics 14(3):585–593
Identifying problematic opioid use in electronic health record data: Are we looking in the right place?
Schirle L, Kwun S, Suh A, Sanchez-Roige, PhD S, Jeffery, PhD AD, Samuels, PhD DC
Journal of Opioid Management 19(1):5–9
2022
A comparison of methods to identify antenatal substance use within electronic health records
Tang LA, Jeffery AD, Leech AA, Osmundson SS, Schirle L, Phillippi JC
American Journal of Obstetrics & Gynecology MFM 4(2):100535
Accelerating Opioid Use Disorders Research by Integrating Multiple Data Modalities
Bianchi SB, Jeffery AD, Samuels DC, Schirle L, Palmer AA, Sanchez-Roige S
Complex Psychiatry 8(1-2):1–8
Data Science Trends Relevant to Nursing Practice: A Rapid Review of the 2020 Literature
Douthit BJ, Walden RL, Cato K, Coviak CP, Cruz C, D'Agostino F, … Jeffery AD
Applied Clinical Informatics 13(1):161–179
2021
Can artificial intelligence and machine learning help us treat sepsis?
Jeffery AD
Intensive and Critical Care Nursing 65:103043
Data Science Methods for Nursing-Relevant Patient Outcomes and Clinical Processes
Schultz MA, Walden RL, Cato K, Coviak CP, Cruz C, D'Agostino F, … Jeffery AD
CIN: Computers, Informatics, Nursing 39(11):654–667
Two data-driven approaches to identifying the spectrum of problematic opioid use: A pilot study within a chronic pain cohort
Schirle L, Jeffery AD, Yaqoob A, Sanchez-Roige S, Samuels DC
International Journal of Medical Informatics 156:104621
2017
A Qualitative Exploration of Nurses’ Information-Gathering Behaviors Prior to Decision Support Tool Design
Jeffery AD, Kennedy B, Dietrich MS, Mion LC, Novak LL
Applied Clinical Informatics 8(3):763–778
Participatory design of probability-based decision support tools for in-hospital nurses
Jeffery AD, Novak LL, Kennedy B, Dietrich MS, Mion LC
Journal of the American Medical Informatics Association 24(6):1102–1110
Talks & materials
- Vision for innovation: SPECTACULARVideo. Alvin Jeffery describes the vision behind the SPECTACULAR project.
- Professional networking: a guidePresentation handout (PDF). Tennessee Nurses Association, 2017.