Mixed Methods

Just another tool in their repertoire: Uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care.

Citation
Gonzalez XT, Steger-May K, Abraham J. Just another tool in their repertoire: Uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care. J Am Med Inform Assoc. 2025 Jan 1;32(1):150-162. doi: 10.1093/jamia/ocae257. PMID: 39401245; PMCID: PMC11648718.
Principal Investigator
Abraham, Joanna
Project Name
EnhanCed HandOffs (ECHO)

Usability of a human factors-based clinical decision support in the emergency department: Lessons learned for design and implementation.

Citation
Salwei ME, Hoonakker P, Carayon P, Wiegmann D, Pulia M, Patterson BW. Usability of a Human Factors-based Clinical Decision Support in the Emergency Department: Lessons Learned for Design and Implementation. Hum Factors. 2024 Mar;66(3):647-657. doi: 10.1177/00187208221078625. Epub 2022 Apr 14. PMID: 35420923; PMCID: PMC9581441.
Principal Investigator
Carayon, Pascale
Project Name
Health Information Technology-Supported Process for Preventing and Managing Venous Thromboembolism

Implementation of virtual reality pain alleviation therapeutic into routine pediatric clinical care: Experiences and perspectives of stakeholders.

Citation
Girin H, Armstrong M, Bjorklund KA, Murphy C, Samora JB, Chang J, Scherzer DJ, Xiang H. Implementation of virtual reality pain alleviation therapeutic into routine pediatric clinical care: Experiences and perspectives of stakeholders. J Med Ext Real. 2024 Sep 26;1(1):179-185. doi: 10.1089/jmxr.2024.0018. PMID: 39473565; PMCID: PMC11514146.
Principal Investigator
Xiang, Henry
Project Name
A Randomized Clinical Trial of Smartphone Virtual Reality for Pain Management During Burn Care Transition

Virtual mentored implementation to improve care transitions in chronic obstructive pulmonary disease: Protocol for a pragmatic implementation study.

Citation
Lee CT, Traeger L, Akula M, Fegley AE, Goldstein J, Erwin K, Damschroder LJ, Rommes J, Pick H, Auerbach A, Lindenauer P, Wan W, Jackson Sagredo A, Press VG. Virtual mentored implementation to improve care transitions in chronic obstructive pulmonary disease: Protocol for a pragmatic implementation study. JMIR Res Protoc. 2026 Jan 13;15:e82043. doi: 10.2196/82043. PMID: 41529255; PMCID: PMC12848486.
Principal Investigator
Press, Valerie G.
Abraham, Joanna
Arora, Vineet
Project Name
TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients

Mixed-methods investigation of rural emergency medical services ST-elevation myocardial infarction time to percutaneous coronary intervention: High- vs low-performing agencies.

Citation
Supples M, Gallagher ME, Ashburn NP, Snavely AC, Strahley AE, Miller CD, Mahler SA, Stopyra JP. Mixed-methods investigation of rural emergency medical services ST-elevation myocardial infarction time to percutaneous coronary intervention: High- vs low-performing agencies. West J Emerg Med. 2025 Jul 18;26(4):924-935. doi: 10.5811/westjem.43536. PMID: 40794966; PMCID: PMC12342413.
Principal Investigator
Mahler, Simon A
Manning, John D.
Project Name
Digital EMS Point-of-Care Innovation to Improve Rural STEMI Outcomes

Patient-contributed data and medication safety: A study on self-reporting behaviors among patients with cancer.

Citation
Mao X, Chen S, Huang X, Gahn K, Wang J, Gong Y, Jiang Y. Patient-contributed data and medication safety: A study on self-reporting behaviors among patients with cancer. Stud Health Technol Inform. 2025 Aug 7;329:460-464. doi: 10.3233/SHTI250882. PMID: 40775900.
Principal Investigator
Jiang, Yun
Gong, Yang
Project Name
Patient Engagement in Reporting Medication Events During Transitions of Care

Aggregating patient safety and status information in the electronic health record to support time-sensitive mobility interventions in the intensive care unit: Protocol for the design and testing of a clinical decision support tool.

Citation
Krupp A, Dunn H, Knake L, Ten Eyck P, Frey-Law L, Dunn Lopez K. Aggregating patient safety and status information in the electronic health record to support time-sensitive mobility interventions in the intensive care unit: Protocol for the design and testing of a clinical decision support tool. JMIR Res Protoc. 2025 Oct 16;14:e75752. doi: 10.2196/75752. PMID: 41100854; PMCID: PMC12576298.
Principal Investigator
Krupp, Anna
Dunn Lopez, Karen
Project Name
Improving Identification And Coordination Of Mobility Interventions In The ICU Using Clinical Decision Support

Evaluation of a novel electric health record sidecar application to display rheumatoid arthritis clinical outcomes during clinic visits: Results of a stepped-wedge cluster randomized pragmatic trial.

Citation
Schmajuk G, Li J, Nasrallah C, Wilson C, Hamblin A, Hariz C, Young C, Shiboski S, Kersey E, Nakamura M, Ashouri JF, Matloubian M, Gross AJ, Barton J, Berrean B, Prugh J, Yazdany J. Evaluation of a novel electric health record sidecar application to display rheumatoid arthritis clinical outcomes during clinic visits: Results of a stepped-wedge cluster randomized pragmatic trial. Arthritis Care Res (Hoboken). 2025 Dec 18:10.1002/acr.70016. doi: 10.1002/acr.70016. Epub ahead of print. PMID: 41412977; PMCID: PMC12900517.
Principal Investigator
Schmajuk, Gabriela
Project Name
Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT)

To share is human! Advancing evidence into practice through a national repository of interoperable clinical decision support.

Citation
Lomotan EA, Meadows G, Michaels M, Michel JJ, Miller K. To share is human! Advancing evidence into practice through a national repository of interoperable clinical decision support. Appl Clin Inform. 2020 Jan;11(1):112-121. doi: 10.1055/s-0040-1701253. Epub 2020 Feb 12. PMID: 32052388; PMCID: PMC7015815.
Principal Investigator
Lenox, Michelle
Project Name
Patient-Centered Outcomes Research Clinical Decision Support (CDS) Connect

Integrating a risk prediction score in a clinical decision support to identify patients with health-related social needs in the emergency department.

Citation
Mazurenko O, Harle CA, Musey PI Jr, Schleyer TK, Sanner LM, Vest JR. Integrating a risk prediction score in a clinical decision support to identify patients with health-related social needs in the emergency department. JAMIA Open. 2025 Jul 4;8(4):ooaf060. doi: 10.1093/jamiaopen/ooaf060. PMID: 40626324; PMCID: PMC12233013.
Principal Investigator
Vest, Joshua Ryan
Project Name
Predictive Modeling for Social Needs in Emergency Department Settings