Mixed Methods

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

Collaborative development of a rules-based electronic health record algorithm for hospital-at-home eligibility.

Citation
Liu TL, Hetherington TC, Kowalkowski M, Knight ME, Culpepper J, McWilliams A, Chou SH, Isreal M, Murphy S. Collaborative development of a rules-based electronic health record algorithm for hospital-at-home eligibility. J Hosp Med. 2025 Oct;20(10):1140-1144. doi: 10.1002/jhm.70107. Epub 2025 Jun 29. PMID: 40583036.
Principal Investigator
Kowalkowski, Marc
McWilliams, Andrew D.
Project Name
Personalized Clinical Decision Support to Improve Participation in Hospital at Home

Checklist approach to developing and implementing AI in clinical settings: Instrument development study.

Citation
Owoyemi A, Osuchukwu J, Salwei ME, Boyd A. Checklist approach to developing and implementing AI in clinical settings: Instrument development study. JMIRx Med. 2025 Feb 20;6:e65565. doi: 10.2196/65565. PMID: 39977249; PMCID: PMC11867147.
Principal Investigator
Salwei, Megan Elizabeth
Project Name
COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision Making in Breast Cancer

Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records.

Citation
Fan H, Rossetti SC, Thate J, Mugoya R, Lai AM, Yen PY. Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records. J Am Med Inform Assoc. 2025 Jul 1;32(7):1140-1148. doi: 10.1093/jamia/ocaf076. PMID: 40378254; PMCID: PMC12202140.
Principal Investigator
Rossetti, Sarah Collins
Yen, Po-Yin
Project Name
Essential Nurse Documentation: Studying EHR Burden During COVID-19 (ENDBurden)

Real-time symptom monitoring using electronic patient-reported outcomes: A prospective study protocol to improve safety during care transitions for patients with multiple chronic conditions.

Citation
Plombon S, Rudin RS, Rodriguez J, Garabedian P, Lipsitz S, Edelen M, Leeson M, Smith M, Konieczny K, Dalal AK. Real-time symptom monitoring using electronic patient-reported outcomes: A prospective study protocol to improve safety during care transitions for patients with multiple chronic conditions. J Hosp Med. 2025 May;20(5):534-543. doi: 10.1002/jhm.70013. Epub 2025 Feb 16. PMID: 39956797.
Principal Investigator
Dalal, Anuj K.
Project Name
Real-Time Symptom Monitoring Using ePROs to Prevent Adverse Events During Care Transitions

The impact of an adaptive mHealth intervention on improving patient-provider health care communication: Secondary analysis of the DIAMANTE trial.

Citation
Leng L, Arévalo Avalos MR, Aguilera A, Lyles CR. The impact of an adaptive mHealth intervention on improving patient-provider health care communication: Secondary analysis of the DIAMANTE trial. JMIR Mhealth Uhealth. 2025 Jul 17;13:e64296. doi: 10.2196/64296. PMID: 40674692; PMCID: PMC12289220.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging