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.
Yeung K, Dorsey CN, Mettert K. Effect of new Medicare enrollment on health, healthcare utilization, and cost: a scoping review. J Am Geriatr Soc. 2021 Mar 15. doi: 10.1111/jgs.17113. [Epub ahead of print]. PubMed
Li M, Yeung K. Managing high-priced biologic agents: challenges and potential solutions. J Manag Care Spec Pharm. 2021;27(3):411-414. doi: 10.18553/jmcp.2021.27.3.411. PubMed
Nakandala S, Jankowska MM, Tuz-Zahra F, Bellettiere J, Carlson J, LaCroix AZ, Hartman SJ, Rosenberg D, Zou J, Kumar A, Natarajan L. Application of convolutional neural network algorithms for advancing sedentary and activity bout classification. J Meas Phys Behav. 2021 Jun;4(2):102-110. doi: 10.1123/jmpb.2020-0016. Epub 2021 Feb 25. PubMed
Fitzpatrick SL, Banegas MP, Kimes TM, Papajorgji-Taylor D, Fuoco MJ. Prevalence of unmet basic needs and association with diabetes control and care utilization among insured persons with diabetes. Popul Health Manag. 2021 Aug;24(4):463-469. doi: 10.1089/pop.2020.0236. Epub 2021 Feb 3. PubMed
Bann MA, Carrell DS, Gruber S, Shinde M, Ball R, Nelson JC, Floyd JS. Identification and validation of anaphylaxis using electronic health data in a population-based setting. Epidemiology. 2021 Feb 2. doi: 10.1097/EDE.0000000000001330. [Epub ahead of print]. 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 |