Jason A. Roy

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Associate Professor of Biostatistics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Senior Scholar, Center for Clinical Epidemiology and Biostatistics (CCEB), University of Pennsylvania Perelman School of Medicine
Department: Biostatistics and Epidemiology

Contact information
Department of Biostatistics and Epidemiology
University of Pennsylvania Perelman School of Medicine
Room 629 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-746-4225
Fax: 215-573-1050
Graduate Group Affiliations
B.S. (Actuarial Science and Economics)
Eastern Michigan University, 1995.
M.S. (Biostatistics)
University of Michigan, 1997.
Ph.D. (Biostatistics)
University of Michigan, 2000.
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Description of Itmat Expertise

causal inference, pharmacoepidemiology, comparative effectiveness research

Selected Publications

Goldberg D, Forde KA, Carbonari DM, Lewis JD, Leidl KB, Reddy KR, Haynes K, Roy J, Sha D, Marks AR, Schneider JL, Strom BL, Corley DA, Lo Re V 3rd: Population-representative Incidence of Drug-induced Acute Liver Failure Based on an Analysis of an Integrated Healthcare System. Gastroenterology 2015.

Weiss SL, Fitzgerald JC, Pappachan J, Wheeler D, Jaramillo-Bustamante JC, Salloo A, Singhi SC, Erickson S, Roy JA, Bush JL, Nadkarni VM, Thomas NJ: Global Epidemiology of Pediatric Severe Sepsis: the Sepsis PRevalence, OUtcomes, and Therapies Study. Am J Respir Crit Care Med 2015.

Rattanaumpawan P, Nachamkin I, Bilker W, Roy, J, Metlay J, Zaoutis T, Lautenbach E. : Risk Factors for Ambulatory Urinary Tract Infections Caused by High MIC-Fluoroquinolone Susceptible E. coli in Women; Results form a Large Case-control Study. Journal of Antimicrobial Chemotherapy 2015.

Mullen MT, Wiebe DJ, Bowman A, Wolff CS, Albright KC, Roy J, Balcer LJ, Branas CC, Carr BG: Disparities in accessibility of certified primary stroke centers. Stroke 45: 3381-3388, November 2014.

Small DS, Joffe MM, Lynch KG, Roy JA, Russell Localio A.: Tom Ten Have's contributions to causal inference and biostatistics: review and future research directions. Statistics in Medicine 33(20), Sep 2014.

Leonard CE, Razzaghi H, Freeman CP, Roy JA, Newcomb CW, Hennessy S.: Empiric potassium supplementation and increased survival in users of loop diuretics. PLos One 9(7), July 2014.

Chirinos JA, Khan A, Bansal N, Dries DL, Feldman HI, Ford V, Anderson AH, Kallem R, Lash JP, Ojo A, Schreiber M, Sheridan A, Strelsin J, Teal V, Roy J, Pan Q, Go AS, Townsend RR: Arterial stiffness, central pressures, and incident hospitalized heart failure in the chronic renal insufficiency cohort study. Circ Heart Fail 7: 709-716, July 2014.

Li T, Hutfless S, Scharfstein DO, Daniels MJ, Hogan JW, Little RJ, Roy JA, Law AH, Dickersin K.: Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus. J Clin Epidemiol 67(1): 15-32, Jan 2014.

Stewart WF, Roy J, Sun J, Ebadollahi S.: Clinical Utility of Machine Learning and Longitudinal EHR Data. In Machine Learning in Healthcare Informatics. Dua S, Acharya U, Dua P. (eds.). Springer, Page: 209-227, 2014.

Luo L, Small D, Stewart WF, Roy, JA.: Methods for Estimating Kidney Disease Stage Transition Probabilities Using Electronic Medical Records. eGEMs (Generating Evidence & Methods to improve patient outcomes) 1(3): Article 6, 2014.

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Last updated: 03/20/2015
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