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.
Crockett DS, Gourevitch RA, Morris M, Carrell DS, Rose S, Shi Z, Greer JB, Schoen RE, Mehrotra A. Serrated polyp detection is related to training and colonoscopy volume: results from a multicenter study. Endoscopy. 2018 Oct;50(10):984-992. PubMed
Hsu C, Evers S, Balderson BH, Sherman KJ, Foster NE, Estlin K, Levine M, Cherkin D. Adaptation and implementation of the STarT back risk stratification strategy in a US health care organization: a process evaluation. Pain Med. 2018 Sep 28. pii: 5110194. doi: 10.1093/pm/pny170. [Epub ahead of print]. PubMed
Antommaria AHM, Brothers KB, Myers JA, Feygin YB, Aufox SA, Brilliant MH, Conway P, Fullerton SM, Garrison NA, Horowitz CR, Jarvik GP, Li R, Ludman EJ, McCarty CA, McCormick JB, Mercaldo ND, Myers MF, Sanderson SC, Shrubsole MJ, Schildcrout JS, Williams JL, Smith ME, Clayton EW, Holm IA. Parents' attitudes toward consent and data sharing in biobanks: a multisite experimental survey. AJOB Empir Bioeth. 2018 Sep 21:1-15. doi: 10.1080/23294515.2018.1505783. [Epub ahead of print]. PubMed
Liu SH, Bobb JF, Claus Henn B, Gennings C, Schnaas L, Tellez-Rojo M, Bellinger D, Arora M, Wright RO, Coull BA. Bayesian varying coefficient kernel machine regression to assess neurodevelopmental trajectories associated with exposure to complex mixtures. Stat Med. 2018 Sep 12. doi: 10.1002/sim.7947. [Epub ahead of print]. PubMed
Klasnja P, Smith S, Seewald NJ, Lee A, Hall K, Luers B, Hekler EB, Murphy SA. Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps. LID - 10.1093/abm/kay067 [doi] Ann Behav Med. 2019 May 3;53(6):573-582. doi: 10.1093/abm/kay067. 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 |