Structured/Semi-Structured Interview

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)

User-centered redesign of a clinical decision support system for pneumonia in the emergency department.

Citation
Christensen MA, Beebe R, Chen A, Reale C, Faiman J, Wrenn JO, Gradwohl SC, Slagle JM, Weitkamp AO, Nance BA, Kuttler KG, Carr JR, Peltan ID, Brown SM, Dean NC, Anders S, Ward MJ. User-centered redesign of a clinical decision support system for pneumonia in the emergency department. Appl Clin Inform. 2026 Jan;17(1):89-98. doi: 10.1055/a-2808-9190. Epub 2026 Feb 27. PMID: 41760359; PMCID: PMC12948636.
Principal Investigator
Dean, Nathan C.
Langlotz, Curtis P.
Ward, Michael J.
Project Name
Development of SMART on FHIR Interoperable Clinical Decision Support for Emergency Department Patients with Pneumonia and Pilot Deployment into Novel Epic Electronic Health Record Environments

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

Content validation of an electronic health record-based diabetes self-management support tool for older adults with type 2 diabetes: Qualitative study.

Citation
Narindrarangkura P, Dejhansathit S, Khan U, Day M, Boren SA, Simoes EJ, Kim MS. Content validation of an electronic health record-based diabetes self-management support tool for older adults with type 2 diabetes: Qualitative study. JMIR Diabetes. 2026 Feb 6;11:e83448. doi: 10.2196/83448. PMID: 41650468; PMCID: PMC12880848.
Principal Investigator
Kim, Min Soon
Project Name
Patient-Centered Diabetes Education as an Integral Part of an Electronic Clinic Note using the SEE-Diabetes Modules

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

Choosing between patient care needs and accurate data capture: Exploring nurses' experiences of excessive documentation burden.

Citation
Thate J, Lee RY, Mugoya R, Diamond CJ, Daramola T, Yen PY, Rossetti SC. Choosing between patient care needs and accurate data capture: Exploring nurses' experiences of excessive documentation burden. Appl Clin Inform. 2025 Aug;16(4):1231-1243. doi: 10.1055/a-2683-5752. Epub 2025 Oct 1. PMID: 41033350; PMCID: PMC12488241.
Principal Investigator
Rossetti, Sarah Collins
Yen, Po-Yin
Project Name
Essential Nurse Documentation: Studying EHR Burden During COVID-19 (ENDBurden)

Clinician needs and requirements for a decision aid navigator: Qualitative study.

Citation
Morse B, Reale C, Nguyen AT, Latella E, Bauguess H, Anders S, Roberts P, SooHoo SL, El-Kareh R, Soares A, Schilling L. Clinician needs and requirements for a decision aid navigator: Qualitative study. JMIR Hum Factors. 2025 Aug 21;12:e69756. doi: 10.2196/69756. PMID: 40840367; PMCID: PMC12370259.
Principal Investigator
Schilling, Lisa M
Soares, Andrey
Project Name
An Interoperable, Reusable, and Scalable Shared Decision Aid Navigator System: Supporting the 5 Rights of Patient Shared Decision Making

Overloaded: How task switching, information synthesis, and poor relational trust make interhospital transfers challenging.

Citation
Yu A, McBeth L, Westcott C, Mueller S, Ozkaynak M, Holliman BD, Maw A, Nicklas J, Jones CD. Overloaded: How task switching, information synthesis, and poor relational trust make interhospital transfers challenging. J Hosp Med. 2025 Dec;20(12):1282-1289. doi: 10.1002/jhm.70084. Epub 2025 May 29. PMID: 40437890.
Principal Investigator
Mueller, Stephanie
Project Name
Advancing Health Information Exchange During Inter-Hospital Transfer to Improve Patient Outcomes

A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool.

Citation
Dexter R, Kostick-Quenet K, Blumenthal-Barby J. A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool. SSM Qual Res Health. 2025 Jun;7:100562. doi: 10.1016/j.ssmqr.2025.100562. Epub 2025 Apr 25. PMID: 40438351; PMCID: PMC12107689.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Should physicians take the rap? Normative analysis of clinician perspectives on responsible use of 'black box' AI tools.

Citation
Lang BH, Kostick-Quenet K, Smith JN, Hurley M, Dexter R, Blumenthal-Barby J. Should physicians take the rap? Normative analysis of clinician perspectives on responsible use of 'black box' AI tools. AJOB Empir Bioeth. 2025 May 12:1-12. doi: 10.1080/23294515.2025.2497755. Epub ahead of print. PMID: 40354225.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device