Eric A. Johnson, MS

“We’re on the forefront of research in many areas. It’s our responsibility to make sure the research is done well and is useful to those who practice medicine.”

Eric A. Johnson, MS

Senior Collaborative Biostatistician, Kaiser Permanente Washington Health Research Institute

Eric.Johnson@kp.org
206-287-2015

Curriculum vitae (CV)

Biography

Eric Johnson, MS, completed the University of Washington’s biostatistics master’s program in 2008. His thesis explored common theoretical problems involved with missing data. He quantified them, highlighting conditions leading to suboptimal performance, and provided new guidelines for using various multiple imputation techniques.

During his time at KPWHRI, Mr. Johnson has been involved with multiple projects involving direct intervention with the care-delivery system, observational studies and microsimulation modeling on colorectal and ovarian cancer, massage therapy, and estimating radiation exposure from medical imaging. His current responsibilities lie in research on obesity, opioids, and mental health.

Before earning his master’s degree, Mr. Johnson worked for four years as a research assistant on the Multi-Ethnic Study of Atherosclerosis (MESA), performing statistical analyses, verifying incoming data, and developing a process for providing data sets to all MESA researchers. Later, he was a research statistician with the Department of Veteran Affairs (VA), serving as the primary analyst in an investigation of how well VA hospitals performed non-cardiac surgeries. Mr. Johnson assessed statistical models used by the National Surgical Quality Improvement Program—then devised, tested, and implemented improved models, reporting his findings to VA leadership.

Research interests and experience

Biostatistics

Multiple imputation; prediction models, working with large data
Health Systems

Implementing prediction models, and validating that they work as intended. Research into interventions that are financially feasible for health systems to widely implement
Cancer
Complementary & Integrative Health
Health Services & Economics
Obesity
Mental Health

Recent publications

Rossom RC, Coleman KJ, Ahmedani BK, Beck A, Johnson E, Oliver M, Simon GE. Suicidal ideation reported on the PHQ9 and risk of suicidal behavior across age groups. J Affect Disord. 2017 Mar 16;215:77-84. doi: 10.1016/j.jad.2017.03.037. [Epub ahead of print]. PubMed

Shortreed SM, Johnson EJ, Rutter CM, Kamineni A, Wernli KJ, Chubak J. Cohort restriction based on prior enrollment: Examining potential biases in estimating cancer and mortality risk. Obs Stud. 2016 Aug;2:51-64. Epub 2016 Sep 26. PubMed

Hsu CW, Hertel E, BlueSpruce J, Ross TR, Cheadle A, Johnson E, Matthys J, Ehrlich K, Coleman K, Tufte J, Robbins M, Fishman P. Connecting primary care patients to community resources: lessons learned from the development of a new lay primary care team role. J Patient Cent Res Rev. 2016;3:218.

Hubbard R, Johnson E, Chubak J, Wernli KJ, Kamineni A, Bogart A, Rutter C. Estimating screening test effectiveness when screening indication is unknown using generalized linear finite mixture models. Health Services Outcomes Res Methodol.2017 17(2):101-112.

Coleman KJ, Haneuse S, Johnson E, Bogart A, Fisher D, O'Connor PJ, Sherwood NE, Sidney S, Theis MK, Anau J, Schroeder EB, O'Brien R, Arterburn D. Long-term microvascular disease outcomes in patients with type 2 diabetes after bariatric surgery: evidence for the legacy effect of surgery. Diabetes Care. 2016 Jun 6. pii: dc160194. [Epub ahead of print]. PubMed

Hubbard RA, Johnson E, Chubak J, Wernli K, Kamineni A, Bogart A, Rutter CM. Accounting for misclassification in electronic health records-derived exposures using generalized linear finite mixture models. Health Serv Outcomes Res Methodol. 2017 Jun;17(2):101-112. doi: 10.1007/s10742-016-0149-5. Epub 2016 Jun 3. PubMed

Simon GE, Coleman KC, Rossom R, Beck A, Oliver M, Johnson E, Whiteside U, Operskalski B, Penfold RB, Shortreed SM, Rutter C. Risk of suicide attempt and suicide death following completion of the patient health questionnaire depression module in community practice. J Clin Psychiatry. 2016 Feb;77(2):221-7. doi: 10.4088/JCP.15m09776. PubMed

Rutter CM, Knudsen AB, Marsh TL, Doria-Rose VP, Johnson E, Pabiniak C, Kuntz KM, van Ballegooijen M, Zauber AG, Lansdorp-Vogelaar I. Validation of models used to inform colorectal cancer screening guidelines: accuracy and implications. Med Decis Making. 2016 Jul;36(5):604-14. doi: 10.1177/0272989X15622642. Epub 2016 Jan 8. PubMed

Smith DH, Johnson ES, Boudreau DM, Cassidy-Bushrow AE, Fortmann SP, Greenlee RT, Gurwitz JH, Magid DJ, McNeal CJ, Reynolds K, Steinhubl SR, Thorp M, Tom JO, Vupputuri S, VanWormer JJ, Weinstein J, Yang X, Go AS, Sidney S. Comparative effectiveness of statin therapy in chronic kidney disease and acute myocardial infarction: a retrospective cohort study. Am J Med. 2015 Nov;128(11):1252.e1-1252.e11. doi: 10.1016/j.amjmed.2015.06.030. Epub 2015 Jul 11. PubMed

Chubak J, Hubbard RA, Johnson E, Kamineni A, Rutter CM. Assessing the effectiveness of a screening test for cancer in the presence of another screening modality in nonrandomized studies J Med Screen. 2015 Jun;22(2):69-75. doi: 10.1177/0969141314562036. Epub 2014 Dec 9.