Research on health informatics at Kaiser Permanente Washington focuses on developing and using health information technology (IT) to transform health care delivery. By testing new paradigms of care that provide more opportunities to engage patients, this research is supplying valuable evidence that is helping shape federal policy and guiding innovative redesign of health care.
“We’re working to understand how to make health IT practical so patients and care teams find it useful and engaging,” explained Kaiser Permanente Washington Health Research Institute (KPWHRI) Senior Investigator James Ralston, MD, MPH. “We want to find ways to use information technologies to support patients and providers together, both inside and outside the office.”
Integral to this support is designing technologies that are user-friendly and meet the needs of both patients and providers. By applying human-centered methods that focus on needs, use, and usability, KPWHRI researchers inform the design of health IT with direct participation from users.
Groundbreaking methodological work by KPWHRI health informatics researchers includes developing natural language processing (NLP) to analyze text such as notes and written reports in electronic health records (EHRs). Assistant Investigator David Carrell, PhD, leads in the area of using NLP and machine learning to identify patient phenotypes, or specific health characteristics such as possible heart disease, risk of opioid overdose, or suggestion of colon cancer. This information can assist researchers in studying how genetics and other factors influence disease.
Other examples of KPWHRI health informatics research include projects using EHRs and secure electronic communications such as:
Examples of KPWHRI research in mobile health (mHealth) and user-centered design include:
“Our studies on using health IT to improve care are showing that we can achieve better outcomes when we shift care from the doctor’s office to where people live: in their homes—and online,” said Senior Investigator Beverly B. Green, MD, MPH.
Grant RW, McCloskey J, Hatfield M, Uratsu C, Ralston JD, Bayliss E, Kennedy CJ Use of Latent Class Analysis and k-Means Clustering to Identify Complex Patient Profiles 2020 Dec;3(12):e2029068. doi: 10.1001/jamanetworkopen.2020.29068. Epub 2020-12-01. PubMed
Simon GE, Richesson RL, Hernandez AF Disseminating trial results: We can have both faster and better 2020 Dec;8(4):100474. doi: 10.1016/j.hjdsi.2020.100474. Epub 2020-09-24. PubMed
Fortuna KL, Muralidharan A, Goldstein CM, Venegas M, Glass JE, Brooks JM Certified Peer Specialists' Perspective of the Barriers and Facilitators to Mobile Health Engagement 2020 Dec;5(4):318-323. doi: 10.1007/s41347-020-00138-7. Epub 2020-04-27. PubMed
Lentz TA, Curtis LH, Rockhold FW, Martin D, Andersson TLG, Arias C, Berlin JA, Binns C, Cook A, Cziraky M, Dent R, Desai M, Emmett A, Esserman D, George J, Hantel S, Heagerty P, Hernandez AF, Hucko T, Khan N, Lee SF, LoCasale R, Mardekian J, McCall D, Monda K, Normand SL, Riesmeyer J, Roe M, Roessig L, Scott R, Siedentop H, Waldstreicher J, Wang L, Weerakkody G, Wolf M, Ellenberg SS Designing, Conducting, Monitoring, and Analyzing Data from Pragmatic Randomized Clinical Trials: Proceedings from a Multi-stakeholder Think Tank Meeting 2020 Nov;54(6):1477-1488. doi: 10.1007/s43441-020-00175-7. Epub 2020-06-08. PubMed
Omboni S, McManus RJ, Bosworth HB, Chappell LC, Green BB, Kario K, Logan AG, Magid DJ, Mckinstry B, Margolis KL, Parati G, Wakefield BJ Evidence and Recommendations on the Use of Telemedicine for the Management of Arterial Hypertension: An International Expert Position Paper 2020 Nov;76(5):1368-1383. doi: 10.1161/HYPERTENSIONAHA.120.15873. Epub 2020-09-14. PubMed
Claire Allen, MPHManager, Collaborative Science |
Katharine A. Bradley, MD, MPHSenior Investigator |
Yates Coley, PhDAssociate Biostatistics Investigator |
Beverly B. Green, MD, MPHSenior Investigator |
Annie Hoopes, MD, MPHAssistant Investigator |
Paula Lozano, MD, MPHSenior Investigator; Director, ACT Center |
James D. Ralston, MD, MPHSenior Investigator |
Brian D. Williamson, PhDAssociate Biostatistics Investigator |