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.
Zheng Y, Corley DA, Doubeni C, Halm E, Shortreed SM, Barlow WE, Zauber A, Tosteson TD, Chubak J. Analyses of preventive care measures with incomplete historical data in electronic medical records: an example from colorectal cancer screening. Ann Appl Stat.14(2), 1030-1044. https://doi.org/10.1214/20-AOAS1342. PubMed
Jarvik JG, Meier EN, James KT, Gold LS, Tan KW, Kessler LG, Suri P, Kallmes DF, Cherkin DC, Deyo RA, Sherman KJ, Halabi SS, Comstock BA, Luetmer PH, Avins AL, Rundell SD, Griffith B, Friedly JL, Lavallee DC, Stephens KA, Turner JA, Bresnahan BW, Heagerty PJ. The effect of including benchmark prevalence data of common imaging findings in spine image reports on health care utilization among adults undergoing spine imaging: a stepped-wedge randomized clinical trial. JAMA Netw Open. 2020 Sep 1;3(9):e2015713. doi:10.1001/jamanetworkopen.2020.15713. PubMed
Mettert K, Lewis CC, Dorsey C, Halko H, Weiner BJ. Measuring implementation outcomes: an updated systematic review of measures’ psychometric properties. Implement Res Pract. August 28, 2020. https://doi.org/10.1177/2633489520936644. PubMed
Heffner JL, Catz SL, Klasnja P, Tiffany B, McClure JB. Development of a mobile health intervention with personal experiments for smokers who are ambivalent about quitting: formative design and testing. JMIR Form Res. 2020;4(8):e21784. doi: 10.2196/21784. PubMed
Weiner BJ, Mettert KD, Dorsey CN, Nolen EA, Stanick C, Powell BJ, Lewis CC. Measuring readiness for implementation: a systematic review of measures’ psychometric and pragmatic properties. Implement Res Pract. August 26, 2020. https://doi.org/10.1177/2633489520933896. PubMed
James D. Ralston, MD, MPHSenior Investigator |
Jennifer B. McClure, PhDDirector, Investigative Science |
Beverly B. Green, MD, MPHSenior Investigator |
Katharine A. Bradley, MD, MPHSenior Investigator |
Paula Lozano, MD, MPHSenior Investigator; Director, ACT Center |
Yates Coley, PhDAssociate Biostatistics Investigator |
Brian D. Williamson, PhDAssistant Biostatistics Investigator |
Annie Hoopes, MD, MPHActing Assistant Investigator |
Claire Allen, MPHManager, Collaborative Science |
Annie Piccorelli, PhDSenior Collaborative Biostatistician |