Rebecca A Hubbard, Ph.D.

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Associate Professor of Biostatistics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Department: Biostatistics and Epidemiology

Contact information
Department of Biostatistics, Epidemiology & Informatics
University of Pennsylvania School of Medicine
604 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-898-3311
Fax: 215-573-4865
Education:
B.S. (Ecology & Evolution, summa cum laude)
University of Pittsburgh, Pittsburgh, PA, 1999.
M.Sc. (Epidemiology)
University of Edinburgh, Edinburgh, UK, 2001.
M.Sc. (Applied Statistics, with honors)
Oxford University, Oxford, UK, 2002.
Ph.D. (Biostatistics)
University of Washington, Seattle, WA , 2007.
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Description of Research Expertise

Dr. Hubbard's research focuses on development and application of statistical methodology for studies using observational data from community medical practice. This work encompasses evaluation of screening and diagnostic test performance, methods for comparative effectiveness studies, and health services research. A wealth of data on healthcare utilization, performance, and outcomes are available from electronic medical records. However, the complex observation scheme giving rise to these data necessitates careful study design and analysis to ensure that inference is valid. Dr. Hubbard’s methodological research emphasizes development of statistical tools for such inference and has been applied to studies of cancer screening, aging and dementia, pharmacoepidemiology, women’s health, and behavioral health.

Selected Publications

Henderson LM, Hubbard RA, Zhu W, Weiss J, Wernli K, Goodrich M, Kerlikowske K, DeMartini W, Ozanne E, Onega T: Pre-operative breast magnetic resonance imaging use by breast density and family history of breast cancer. Journal of Women’s Health 27(8): 987-993, August 2018.

Weissman GE, Hubbard RA, Ungar LH, Harhay MO, Greene CS, Himes BE, Halpern SD: Inclusion of unstructured clinical text improves early prediction of death or prolonged ICU stay. Critical Care Medicine 46(7): 1125-1132, July 2018.

Mehta NN, Shin DB, Joshi AA, Dey AK, Armstrong AW, Duffin KC, Fuxench ZC, Harrington CL, Hubbard RA, Kalbg RE, Mentere A, Rader DJ, Reilly MP, Simpson EL, Takeshita J, Torigian DA, Werner TJ, Troxel AB, Tyring SK, Vanderbeek SB, Van Voorhees AS, Playford MP, Ahlman MA, Alavi A, Gelfand JM: Effect of 2 psoriasis treatments on vascular inflammation and novel inflammatory cardiovascular biomarkers: A randomized placebo-controlled trial. Circulation: Cardiovascular Imaging 11(6), June 2018.

Chaiyachati K, Hubbard RA, Yeager A, Mugo B, Shea JA, Rosin R, Grande D: Rideshare-based medical transportation for Medicaid patients and primary care show rates: a difference-in-difference analysis of a pilot program. Journal of General Internal Medicine 33(6): 863-868, June 2018.

Sobrin L, Pan W, Stanwyck LK, Hubbard RA, Kempen J, VanderBeek BL: Hypovitaminosis D is associated with increased risk of uveitis: Results from a large health care claims database. JAMA Opthalmology 36(5): 548-552, May 2018.

Lee JM, Abraham L, Lam DL, Buist DSM, Kerlikowske K, Miglioretti DL, Hussami N, Lehman CD, Henderson LM, Hubbard RA: Cumulative risk distribution for interval invasive second breast cancers after negative surveillance mammography. Journal of Clinical Oncology 36(20): 2070-2077, May 2018.

Bittermann T, Hubbard RA, Serper M, Lewis JD, Hohmann SF, VanWagner LB, Goldberg DS: Healthcare utilization after liver transplantation is highly variable both among centers and recipients. American Journal of Transplantation 18(5): 1197-1205, May 2018.

Hill D, Haas JS, Hubbard RA, Wellman R, Lee CI, Alford-Teaster JA, Wernli K, Henderson L, Stout N, Tosteson ANA, Onega T.: Utilization of breast cancer screening with magnetic resonance imaging in community practice. Journal of General Internal Medicine 33(3), March 2018.

Huang J, Duan R, Hubbard RA, Wu Y, Moore JH, Xu H, Chen Y: PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data. Journal of the American Medical Informatics Association 25(3): 345-352, March 2018.

Onega T, Zhu W, Weiss JE, Goodrich M, Tosteson ANA, DeMartini W, Virnig B, Henderson L, Buist DSM, Wernli K, Kerlikowske K, Hubbard RA: Preoperative breast MRI and mortality among older women with breast cancer. Breast Cancer Research and Treatment 170(1): 149-157, March 2018 Notes: [epub ahead of print] https://doi.org/10.1007/s10549-018-4732-z.

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Last updated: 08/30/2018
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