Health Informatics

“Our goal is to understand how to make health information technology practical in ways that directly engage patients and providers.”

James D. Ralston, MD, MPH
Kaiser Permanente Washington Health Research Institute Associate Investigator
Washington Permanente Medical Group, Internal Medicine 

Research overview

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:

  • using a patient-shared EHR to improve care for chronic illnesses such as depression, diabetes, hypertension, and heart disease;
  • understanding the effects of technologies such as OpenNotes, which gives patients access to notes that their doctors write during office visits;
  • understanding and addressing differences in patient use of online health care services that could lead to disparities in care;
  • testing NLP to target mentions of specific words and phrases in EHRs to supplement or replace skilled chart abstraction—providing faster access to “big data” and actionable information about patients who may need follow up.

Examples of KPWHRI research in mobile health (mHealth) and user-centered design include:

  • evaluating mHealth smartphone tools: 1) to improve primary care for alcohol use disorders, 2) to support patients after bariatric surgery, and 3) to change smoking behavior;
  • the VITAL and Seeing Priorities studies to apply user-centered processes to learn how health care providers can elicit and honor what is most important to patients living with multiple chronic health conditions;
  • the REMIND project applying user-centered methods to redesign clinical reminders and notifications for patients with chronic and preventive health care needs;
  • the landmark Electronic Communications and Blood Pressure (eBP) study of home blood pressure monitoring and web-based care to increase hypertension control without office visits.

“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.

Recent publications on Health Informatics

Hubbard RA, Lett E, Ho GYF, Chubak J. Characterizing bias due to differential exposure ascertainment in electronic health record data.  Health Serv Outcomes Res Methodol. 2021;21(3):309-323. doi: 10.1007/s10742-020-00235-3. Epub 2021 Jan 4.  PubMed

Wyner Z, Dublin S, Chambers C, Deval S, Herzig-Marx C, Rao S, Rauch A, Reynolds J, Brown JS, Martin D. The FDA MyStudies app: a reusable platform for distributed clinical trials and real-world evidence studies. JAMIA Open. 2020 Dec 11;3(4):500-505. doi: 10.1093/jamiaopen/ooaa061. eCollection 2020 Dec. PubMed

Grant RW, McCloskey J, Hatfield M, Uratsu C, Ralston JD, Bayliss E, Kennedy CJ. Use of latent class analysis and k-Means clustering complex patient profiles. JAMA Netw Open. 2020 Dec 1;3(12):e2029068. doi: 10.1001/jamanetworkopen.2020.29068. PubMed

Kharbanda EO, Vazquez-Benitez G, DeSilva MB, Spaulding AB, Daley MF, Naleway AL, Irving SA, Klein NP, Tseng HF, Jackson LA, Hambidge SJ, Olaiya O, Panozzo CA, Myers TR, Romitti PA. Developing algorithms for identifying major structural birth defects using automated electronic health data. Pharmacoepidemiol Drug Saf. 2020 Nov 20. doi: 10.1002/pds.5177. Online ahead of print. PubMed

Landes SJ, Kerns SEU, Pilar MR, Walsh-Bailey C, Yu SH, Byeon YV, Crane ME, Larson M, Bullock HL, Baumann AA, Comtois KA, Darnell D, Dorsey S, Fizur P, Lewis CC, Moullin JC, Pierson A, Powell BJ, Stanick CF, Wiltsey Stirman S, Franks RP. Where the rubber meets the road: the intersection of research, policy, and practice - part 2. Implement Sci. 15, 80 (2020). https://doi.org/10.1186/s13012-020-01033-8. PubMed

Researchers in Health Informatics

James D. Ralston, MD, MPH

Senior Investigator
206-287-2076
James.D.Ralston@kp.org

Curriculum vitae (CV)

Jennifer B. McClure, PhD

Director, Investigative Science
206-287-2737
Jennifer.B.Mcclure@kp.org

Curriculum vitae (CV)

Beverly B. Green, MD, MPH

Senior Investigator
206-287-2997
Bev.B.Green@kp.org

Curriculum vitae (CV)

Katharine A. Bradley, MD, MPH

Senior Investigator
206-287-2151
Katharine.A.Bradley@kp.org

Curriculum vitae (CV)

Paula Lozano, MD, MPH

Senior Investigator; Director, ACT Center
206-287-2113
Paula.Lozano@kp.org

Curriculum vitae (CV)

Yates Coley, PhD

Associate Biostatistics Investigator
206-287-2071
Rebecca.Y.Coley@kp.org

Curriculum vitae (CV)

Brian D. Williamson, PhD

Assistant Biostatistics Investigator
206-287-2024
Brian.D.Williamson@kp.org

Curriculum vitae (CV)

Annie Hoopes, MD, MPH

Acting Assistant Investigator
Andrea.J1.Hoopes@kp.org

Curriculum vitae (CV)

Claire Allen, MPH

Manager, Collaborative Science
Claire.L.Allen@kp.org

Curriculum vitae (CV)

Annie Piccorelli, PhD

Senior Collaborative Biostatistician
Annie.V.Piccorelli@kp.org

Curriculum vitae (CV)