Dr. Hubbard’s research focuses on the development and application of methods to improve analyses using real world data sources including electronic health records (EHR) and medical claims data. The data science era demands novel analytic methods to transform the wealth of data created as a byproduct of digital interactions into valid and generalizable knowledge. Dr. Hubbard’s research emphasizes statistical methods designed to meet this challenge by addressing the messiness and complexity of real world data including informative observation schemes, phenotyping error, and error and missingness in confounders. Her methods have been applied to support the advancement of a broad range of research areas through use of EHR and claims data including health services research, cancer epidemiology, aging and dementia, and pharmacoepidemiology.
| Ochoa-Allemant P, Hubbard RA, Kaplan DE, Serper M. "Adverse Liver Outcomes, Cardiovascular Events, and Mortality in Steatotic Liver Disease." JAMA Internal Medicine, vol. 185, no. 8, 2025, pp. 986-995. |
| Ochoa-Allemant P, Hubbard RA, Kaplan DE, Serper M. "Cause-specific mortality in patients with steatotic liver disease in the United States." Journal of Hepatology, vol. 83, no. 4, 2025, pp. 860-869. |
| Shen J, Isenberg D, Linn KA, Hubbard RA. "Integrating Misclassified EHR Outcomes With Validated Outcomes From a Non-Probability Sample." Statistics in Medicine, vol. 44, no. 15-17, 2025, pp. e70127. |
| Wolfova K, Hubbard RA, Brennan Kearns P, Chang VW, Crane P, LaCroix AZ, Larson EB, Tom S. "Number of children and risk of dementia: a cohort study." Journal of epidemiology and community health, vol. 79, no. 4, 2025, pp. 280-287. |
| Marks-Anglin A, Chen J, Luo C, Hubbard R, Chen Y. "Optimal Surrogate-Assisted Sampling for Cost-Efficient Validation of Electronic Health Record Outcomes." Statistics in Medicine, vol. 44, no. 10-12, 2025, pp. e70095. |
| Jung W, Hubbard RA, Smith AM, Ko K, Huang A, Wang J, Isaacs JM, Zhang L, Liu PP, Chen Z, Shah PD, Mintzer D, Bhattacharya S, Knollman HM, Clark AS, Koropeckyj-Cox D, Messinger M, Wilcox NS, Xia C, Narayan V, Upshaw JN, Armenian SH, Ky B. "Risk-guided cardioprotection with carvedilol in patients with breast cancer (CCT guide): a phase 1 randomized clinical trial." Breast cancer research and treatment, vol. 211, no. 2, 2025, pp. 293-305. |
| Weissman GE, Hubbard RA, Himes BE, Goodman-O'Leary KL, Harhay MO, Ginestra JC, Kohn R, Admon AJ, Taylor SP, Halpern SD. "Sepsis Prediction Models are Trained on Labels that Diverge from Clinician-Recommended Treatment Times." AMIA ... Annual Symposium proceedings. AMIA Symposium, vol. 2024, 2025, pp. 1215-1224. |
| Schapira MM, Chhatre S, Dow PM, Leonard CE, Groeneveld P, Prigge JM, Roberts C, Meisel ZF, Parikh RB, Jayadevappa R, Paulson EC, Krouse RS, Suda KJ, Kumar P, Muluk V, Hubbard RA. "The impact of opioid use associated with curative-intent cancer surgery on safe opioid prescribing practice among veterans: An observational study." Cancer, vol. 131, no. 18, 2025, pp. e70009. |
| Zhang H, Clark AS, Hubbard RA. "A Quantitative Bias Analysis Approach to Informative Presence Bias in Electronic Health Records." Epidemiology, vol. 35, no. 3, 2024, pp. 349-358. |
| Miglioretti DL, Abraham L, Sprague BL, Lee CI, Bissell MCS, Ho TH, Bowles EJA, Henderson LM, Hubbard RA, Tosteson ANA, Kerlikowske K. "Association Between False-Positive Results and Return to Screening Mammography in the Breast Cancer Surveillance Consortium Cohort." Annals of Internal Medicine, vol. 177, no. 10, 2024, pp. 1297-1307. |
| Wang LS, Hubbard RA, Mamtani R. "Comparing survival in trial- versus routine-care advanced urothelial cancer patients on immune checkpoint blockade." Pharmacoepidemiology and Drug Safety, vol. 33, no. 5, 2024, pp. e5798. |
| Tong J, Luo C, Sun Y, Duan R, Saine ME, Lin L, Peng Y, Lu Y, Batra A, Pan A, Wang O, Li R, Marks-Anglin A, Yang Y, Zuo X, Liu Y, Bian J, Kimmel SE, Hamilton K, Cuker A, Hubbard RA, Xu H, Chen Y. "Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints." Journal of the American Medical Informatics Association : JAMIA, vol. 31, no. 4, 2024, pp. 809-819. |
| Te TT, Keenan BT, Veatch OJ, Boland MR, Hubbard RA, Pack AI. "Identifying clusters of patient comorbidities associated with obstructive sleep apnea using electronic health records." Journal of Clinical Sleep Medicine, vol. 20, no. 4, 2024, pp. 521-533. |
| Lu Y, Tong J, Chubak J, Lumley T, Hubbard RA, Xu H, Chen Y. "Leveraging error-prone algorithm-derived phenotypes: Enhancing association studies for risk factors in EHR data." Journal of biomedical informatics, vol. 157, 2024, pp. 104690. |
| Hubbard RA, Su YR, Bowles EJA, Ichikawa L, Kerlikowske K, Lowry KP, Miglioretti DL, Tosteson ANA, Wernli KJ, Lee JM. "Predicting five-year interval second breast cancer risk in women with prior breast cancer." JNCI Journal of the National Cancer Institute, vol. 116, no. 6, 2024, pp. 929-937. |
| Manik R, Grady CB, Ginzberg SP, Edmonds CE, Conant EF, Hubbard RA, Fayanju OM. "Racial Disparities and Strategies for Improving Equity in Diagnostic Follow-Up for Abnormal Screening Mammograms." JCO Oncology Practice, vol. 20, no. 10, 2024, pp. 1367-1375. |
| Lo Re Iii V, Cocoros NM, Hubbard RA, Dutcher SK, Newcomb CW, Connolly JG, Perez-Vilar S, Carbonari DM, Kempner ME, Hernández-Muñoz JJ, Petrone AB, Pishko AM, Rogers Driscoll ME, Brash JT, Burnett S, Cohet C, Dahl M, DeFor TA, Delmestri A, Djibo DA, Duarte-Salles T, Harrington LB, Kampman M, Kuntz JL, Kurz X, Mercadé-Besora N, Pawloski PA, Rijnbeek PR, Seager S, Steiner CA, Verhamme K, Wu F, Zhou Y, Burn E, Paterson JM, Prieto-Alhambra D. "Risk of Arterial and Venous Thrombotic Events Among Patients with COVID-19: A Multi-National Collaboration of Regulatory Agencies from Canada, Europe, and United States." Clinical epidemiology, vol. 16, 2024, pp. 71-89. |
| Demissei BG, Ko K, Huang A, Lee DJ, Doucette AG, Smith AM, Wilcox NS, Reibel J, Sun L, Agarwal M, Haas NB, Hollis G, Shpilsky JE, Takvorian SU, Vaughn DJ, Chen J, Hubbard RA, Powell-Wiley T, Yancy C, Narayan V, Ky B. "Social Determinants of Health Mediate Racial Disparities in Cardiovascular Disease in Men With Prostate Cancer." JACC. CardioOncology, vol. 6, no. 3, 2024, pp. 390-401. |
| Vigneswaran HT, Eklund M, Discacciati A, Nordström T, Hubbard RA, Perlis N, Abern MR, Moreira DM, Eggener S, Yonover P, Chow AK, Watts K, Liss MA, Thoreson GR, Abreu AL, Sonn GA, Palsdottir T, Plym A, Wiklund F, Grönberg H, Murphy AB, SEPTA STHLM3 Study Group. "Stockholm3 in a Multiethnic Cohort for Prostate Cancer Detection (SEPTA): A Prospective Multicentered Trial." Journal of Clinical Oncology, vol. 42, no. 32, 2024, pp. 3806-3816. |
| Hubbard, Rebecca A., Gatsonis, Constantine A., Hogan, Joseph W., Hunter, David J., Normand, Sharon-Lise T., Troxel, Andrea B. "Target Trial Emulation” for Observational Studies — Potential and Pitfalls." New England Journal of Medicine, vol. 391, no. 21, 2024, pp. 1975-1977. |
| Yuan C, Linn KA, Hubbard RA. "Algorithmic Fairness of Machine Learning Models for Alzheimer Disease Progression." JAMA Network Open, vol. 6, no. 11, 2023, pp. e2342203. |
| Ginestra JC, Kohn R, Hubbard RA, Auriemma CL, Patel MS, Anesi GL, Kerlin MP, Weissman GE. "Association of Time of Day with Delays in Antimicrobial Initiation among Ward Patients with Hospital-Onset Sepsis." Annals of the American Thoracic Society, vol. 20, no. 9, 2023, pp. 1299-1308. |
| Shen J, Hubbard RA, Linn KA. "Estimation and evaluation of individualized treatment rules following multiple imputation." Statistics in Medicine, vol. 42, no. 23, 2023, pp. 4236-4256. |
| Whitworth H, Clark HH, Hubbard RA, Witmer C, Leonard CE, Raffini L. "High rate of recurrent venous thromboembolism in children and adolescents with unprovoked venous thromboembolism." Journal of thrombosis and haemostasis : JTH, vol. 21, no. 1, 2023, pp. 47-56. |
| Vader DT, Mamtani R, Li Y, Griffith SD, Calip GS, Hubbard RA. "Inverse Probability of Treatment Weighting and Confounder Missingness in Electronic Health Record-based Analyses: A Comparison of Approaches Using Plasmode Simulation." Epidemiology, vol. 34, no. 4, 2023, pp. 520-530. |
| Schreibman A, Xie S, Hubbard RA, Himes BE. "Linking Ambient NO2 Pollution Measures with Electronic Health Record Data to Study Asthma Exacerbations." AMIA Joint Summits on Translational Science proceedings AMIA Summit on Translational Science, vol. 2023, 2023, pp. 467-476. |
| Schapira MM, Hubbard RA, Whittle J, Vachani A, Kaminstein D, Chhatre S, Rodriguez KL, Bastian LA, Kravetz JD, Asan O, Prigge JM, Meline J, Schrand S, Ibarra JV, Dye DA, Rieder JB, Frempong JO, Fraenkel L. "Lung Cancer Screening Decision Aid Designed for a Primary Care Setting: A Randomized Clinical Trial." JAMA Network Open, vol. 6, no. 8, 2023, pp. e2330452. |
| Le Jeune I, Hubbard R. "Quantitative assessment of the relative effects of patient and pulmonary embolism-related factors on longer-term mortality after pulmonary embolism." Acute medicine, vol. 22, no. 4, 2023, pp. 188-194. |
| Hubbard RA, Pujol TA, Alhajjar E, Edoh K, Martin ML. "Sources of Disparities in Surveillance Mammography Performance and Risk-Guided Recommendations for Supplemental Breast Imaging: A Simulation Study." Cancer Epidemiology Biomarkers & Prevention, vol. 32, no. 11, 2023, pp. 1531-1541. |
| Manik R, Grady CB, Elmore LC, Fieber JH, Freedman GM, Jankowitz RC, Tchou JC, Zhang JQ, Hubbard RA, Fayanju OM. "Temporal Trends and Factors Associated with Receipt of Post-mastectomy Radiation After Neoadjuvant Chemotherapy in Women with cT3 Breast Cancer." Annals of Surgical Oncology, vol. 30, no. 11, 2023, pp. 6506-6515. |
| Mamtani R, Zhang H, Parikh RB, Patel K, Li H, Imai K, Hubbard RA. "Uptake of Maintenance Immunotherapy and Changes in Upstream Treatment Selection Among Patients With Urothelial Cancer." JAMA Network Open, vol. 6, no. 4, 2023, pp. e238395. |
| Lowry KP, Ichikawa L, Hubbard RA, Buist DSM, Bowles EJA, Henderson LM, Kerlikowske K, Specht JM, Sprague BL, Wernli KJ, Lee JM. "Variation in second breast cancer risk after primary invasive cancer by time since primary cancer diagnosis and estrogen receptor status." Cancer, vol. 129, no. 8, 2023, pp. 1173-1182. |
| Lo Re V 3rd, Dutcher SK, Connolly JG, Perez-Vilar S, Carbonari DM, DeFor TA, Djibo DA, Harrington LB, Hou L, Hennessy S, Hubbard RA, Kempner ME, Kuntz JL, McMahill-Walraven CN, Mosley J, Pawloski PA, Petrone AB, Pishko AM, Driscoll MR, Steiner CA, Zhou Y, Cocoros NM. "Association of COVID-19 vs Influenza With Risk of Arterial and Venous Thrombotic Events Among Hospitalized Patients." JAMA, vol. 328, no. 7, 2022, pp. 637-651. |
| Ho TH, Bissell MCS, Kerlikowske K, Hubbard RA, Sprague BL, Lee CI, Tice JA, Tosteson ANA, Miglioretti DL. "Cumulative Probability of False-Positive Results After 10 Years of Screening With Digital Breast Tomosynthesis vs Digital Mammography." JAMA Network Open, vol. 5, no. 3, 2022, pp. e222440. |
| Rizaldi AA, Xie S, Hubbard RA, Himes BE. "Neighborhood Characteristics and COVID-19 Incidence and Mortality in Southeastern Pennsylvania." AMIA Joint Summits on Translational Science proceedings AMIA Summit on Translational Science, vol. 2022, 2022, pp. 422-431. |
| Yin Z, Tong J, Chen Y, Hubbard RA, Tang CY. "A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data." Journal of the American Medical Informatics Association, vol. 29, no. 1, 2021, pp. 52-61. |
| Hubbard, Rebecca A., Chen, Yong, Chen, Jinbo, Harton, Joanna, Choi, Grace, Oganisian, Arman, Huang, Jing, Utidjian, Levon, Bailey, L. Charles, Eneli, Ihuoma, Xu, Jinyu, Siegel, Robert. "Developing Statistical Methods for Estimating Phenotypes Using Electronic Health Record Data." [], 2021. |
| Weissman GE, Teeple S, Eneanya ND, Hubbard RA, Kangovi S. "Effects of Neighborhood-level Data on Performance and Algorithmic Equity of a Model That Predicts 30-day Heart Failure Readmissions at an Urban Academic Medical Center." Journal of cardiac failure, vol. 27, no. 9, 2021, pp. 965-973. |
| Leszinsky L, Xie S, Diwadkar A, Greenblatt RE, Hubbard RA, Himes BE. "Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance System." AMIA ... Annual Symposium proceedings. AMIA Symposium, vol. 2020, 2021, pp. 707-716. |
| Doshi SD, Stotts MJ, Hubbard RA, Goldberg DS. "The Changing Burden of Alcoholic Hepatitis: Rising Incidence and Associations with Age, Gender, Race, and Geography." Digestive Diseases and Sciences, vol. 66, no. 5, 2021, pp. 1707-1714. |
| Xie S, Hubbard RA, Himes BE. "Analysis of Spatial Trends in Smoking Status Among Patients with Obstructive Airway Diseases Highlight Potential for Targeted Smoking Cessation Interventions." AMIA ... Annual Symposium proceedings. AMIA Symposium, vol. 2019, 2020, pp. 1256-1265. |
| Tom SE, Phadke M, Hubbard RA, Crane PK, Stern Y, Larson EB. "Association of Demographic and Early-Life Socioeconomic Factors by Birth Cohort With Dementia Incidence Among US Adults Born Between 1893 and 1949." JAMA Network Open, vol. 3, no. 7, 2020, pp. e2011094. |
| Upshaw JN, Hubbard RA, Hu J, Brown JC, Smith AM, Demissei B, Schmitz KH, Ky B. "Physical activity during and after breast cancer therapy and associations of baseline physical activity with changes in cardiac function by echocardiography." Cancer medicine, vol. 9, no. 17, 2020, pp. 6122-6131. |
| Mahmud N, Hubbard RA, Kaplan DE, Taddei TH, Goldberg DS. "Risk prediction scores for acute on chronic liver failure development and mortality." Liver international : official journal of the International Association for the Study of the Liver, vol. 40, no. 5, 2020, pp. 1159-1167. |
| Bittermann T, Hubbard RA, Lewis JD, Goldberg DS. "The proportion of Model for End-stage Liver Disease Sodium score attributable to creatinine independently predicts post-transplant survival and renal complications." Clinical transplantation, vol. 34, no. 3, 2020, pp. e13817. |
| Chen L, Chubak J, Yu O, Pocobelli G, Ziebell RA, Aiello Bowles EJ, Fujii MM, Sterrett AT, Boggs JM, Burnett-Hartman AN, Ritzwoller DP, Hubbard RA, Boudreau DM. "Changes in use of opioid therapy after colon cancer diagnosis: a population-based study." Cancer Causes & Control, vol. 30, no. 12, 2019, pp. 1341-1350. |
| Demissei BG, Finkelman BS, Hubbard RA, Zhang L, Smith AM, Sheline K, McDonald C, Narayan HK, Narayan V, Waxman AJ, Domchek SM, DeMichele A, Shah P, Clark AS, Bradbury AR, Carver JR, Upshaw J, Armenian SH, Liu P, Ky B. "Detailed phenotyping reveals distinct trajectories of cardiovascular function and symptoms with exposure to modern breast cancer therapy." Cancer, vol. 125, no. 16, 2019, pp. 2762-2771. |
| Ibáñez-Sanz G, Garcia M, Milà N, Hubbard RA, Vidal C, Binefa G, Benito L, Moreno V, Adverse Effects on Colorectal Cancer Screening in Catalonia (EACC) Study Working Group. "False-Positive Results in a Population-Based Colorectal Screening Program: Cumulative Risk from 2000 to 2017 with Biennial Screening." Cancer Epidemiology Biomarkers & Prevention, vol. 28, no. 11, 2019, pp. 1909-1916. |
| Noe MH, Shin DB, Hubbard RA, Hennessy S, Gelfand JM. "Influenza Vaccination Rates in Adults with Psoriasis Compared to Adults with Other Chronic Diseases." Journal of Investigative Dermatology, vol. 139, no. 2, 2019, pp. 473-475. |
| Borkar DS, Sobrin L, Hubbard RA, Kempen JH, VanderBeek BL. "Techniques for improving ophthalmic studies performed on administrative databases." Ophthalmic Epidemiology, vol. 26, no. 3, 2019, pp. 147-149. |
| Schapira MM, Hubbard RA, Seitz HH, Conant EF, Schnall M, Cappella JN, Harrington T, Inge C, Armstrong K. "The Impact of a Risk-Based Breast Cancer Screening Decision Aid on Initiation of Mammography Among Younger Women: Report of a Randomized Trial." MDM policy & practice, vol. 4, no. 1, 2019, pp. 2381468318812889. |
| Sobrin L, Stanwyck LK, Pan W, Hubbard RA, Kempen JH, VanderBeek BL. "Association of Hypovitaminosis D With Increased Risk of Uveitis in a Large Health Care Claims Database." JAMA Ophthalmology, vol. 136, no. 5, 2018, pp. 548-552. |
| Gray SL, Anderson ML, Hanlon JT, Dublin S, Walker RL, Hubbard RA, Yu O, Montine TJ, Crane PK, Sonnen JA, Keene CD, Larson EB. "Exposure to Strong Anticholinergic Medications and Dementia-Related Neuropathology in a Community-Based Autopsy Cohort." Journal of Alzheimer's disease : JAD, vol. 65, no. 2, 2018, pp. 607-616. |
| 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, vol. 46, no. 7, 2018, pp. 1125-1132. |
| Chubak J, Yu O, Ziebell RA, Bowles EJA, Sterrett AT, Fujii MM, Boggs JM, Burnett-Hartman AN, Boudreau DM, Chen L, Floyd JS, Ritzwoller DP, Hubbard RA. "Risk of colon cancer recurrence in relation to diabetes." Cancer Causes & Control, vol. 29, no. 11, 2018, pp. 1093-1103. |
| Chubak J, Onega T, Zhu W, Buist DSM, Hubbard RA. "An Electronic Health Record-based Algorithm to Ascertain the Date of Second Breast Cancer Events." Medical Care, vol. 55, no. 12, 2017, pp. e81-e87. |
| Ozanne EM, Weiss JE, Onega T, DeMartini W, Kerlikowske K, Buist DS, Henderson L, Hubbard RA, Goodrich M, Tosteson AN, Virnig BA, O'Donoghue C. "Locoregional treatment of breast cancer in women with and without preoperative magnetic resonance imaging." The American Journal of Surgery, vol. 213, no. 1, 2017, pp. 132-139.e2. |
| Onega T, Weiss JE, Goodrich ME, Zhu W, DeMartini WB, Kerlikowske K, Ozanne E, Tosteson ANA, Henderson LM, Buist DSM, Wernli KJ, Herschorn SD, Hotaling E, O'Donoghue C, Hubbard R. "Relationship between preoperative breast MRI and surgical treatment of non-metastatic breast cancer." Journal of surgical oncology, vol. 116, no. 8, 2017, pp. 1008-1015. |
| Weissman GE, Hubbard RA, Kohn R, Anesi GL, Manaker S, Kerlin MP, Halpern SD. "Validation of an Administrative Definition of ICU Admission Using Revenue Center Codes." Critical care medicine, vol. 45, no. 8, 2017, pp. e758-e762. |
| Lee CI, Bogart A, Germino JC, Goldman LE, Hubbard RA, Haas JS, Hill DA, Tosteson AN, Alford-Teaster JA, DeMartini WB, Lehman CD, Onega TL. "Availability of Advanced Breast Imaging at Screening Facilities Serving Vulnerable Populations." Journal of medical screening, vol. 23, no. 1, 2016, pp. 24-30. |
| Gray SL, Dublin S, Yu O, Walker R, Anderson M, Hubbard RA, Crane PK, Larson EB. "Benzodiazepine use and risk of incident dementia or cognitive decline: prospective population based study." BMJ, vol. 352, 2016, pp. i90. |
| Onega T, Weiss JE, Buist DS, Tosteson AN, Henderson LM, Kerlikowske K, Goodrich ME, O'Donoghue C, Wernli KJ, DeMartini WB, Virnig BA, Bennette CS, Hubbard RA. "Breast MRI in the Diagnostic and Preoperative Workup Among Medicare Beneficiaries With Breast Cancer." Medical Care, vol. 54, no. 7, 2016, pp. 719-24. |
| Haas JS, Hill DA, Wellman RD, Hubbard RA, Lee CI, Wernli KJ, Stout NK, Tosteson AN, Henderson LM, Alford-Teaster JA, Onega TL. "Disparities in the use of screening magnetic resonance imaging of the breast in community practice by race, ethnicity, and socioeconomic status." Cancer, vol. 122, no. 4, 2016, pp. 611-7. |
| Miglioretti DL, Lange J, van den Broek JJ, Lee CI, van Ravesteyn NT, Ritley D, Kerlikowske K, Fenton JJ, Melnikow J, de Koning HJ, Hubbard RA. "Radiation-Induced Breast Cancer Incidence and Mortality From Digital Mammography Screening: A Modeling Study." Annals of Internal Medicine, vol. 164, no. 4, 2016, pp. 205-14. |
| Hubbard RA, Ripping TM, Chubak J, Broeders MJ, Miglioretti DL. "Statistical Methods for Estimating the Cumulative Risk of Screening Mammography Outcomes." Cancer Epidemiology Biomarkers & Prevention, vol. 25, no. 3, 2016, pp. 513-20. |
| Goodrich ME, Weiss J, Onega T, Balch SL, Buist DS, Kerlikowske K, Henderson LM, Hubbard RA, Breast Cancer Surveillance Consortium. "The Role of Preoperative Magnetic Resonance Imaging in the Assessment and Surgical Treatment of Interval and Screen-Detected Breast Cancer in Older Women." The Breast Journal, vol. 22, no. 6, 2016, pp. 616-622. |
| Lange JM, Hubbard RA, Inoue LYT, Minin VN. "A joint model for multistate disease processes and random informative observation times, with applications to electronic medical records data." Biometrics, vol. 71, no. 1, 2015, pp. 90-101. |
| Gray SL, Anderson M, Hubbard R. "Anticholinergic Use With Incident Dementia--Reply." JAMA Internal Medicine, vol. 175, no. 9, 2015, pp. 1577. |
| Beckett P, Edwards J, Fennell D, Hubbard R, Woolhouse I, Peake MD. "Demographics, management and survival of patients with malignant pleural mesothelioma in the National Lung Cancer Audit in England and Wales." Lung Cancer, vol. 88, no. 3, 2015, pp. 344-8. |
| Hubbard RA. "US counties with higher rates of breast cancer screening have higher rates of incidence with no concomitant decrease in breast cancer mortality suggesting overdiagnosis." Evidence-Based Medicine, vol. 20, no. 6, 2015, pp. 201. |
| Onega T, Hubbard R, Hill D, Lee CI, Haas JS, Carlos HA, Alford-Teaster J, Bogart A, DeMartini WB, Kerlikowske K, Virnig BA, Buist DS, Henderson L, Tosteson AN. "Geographic access to breast imaging for US women." Journal of the American College of Radiology, vol. 11, no. 9, 2014, pp. 874-82. |
| Brenowitz WD, Hubbard RA, Crane PK, Gray SL, Zaslavsky O, Larson EB. "Longitudinal associations between self-rated health and performance-based physical function in a population-based cohort of older adults." PLoS ONE, vol. 9, no. 11, 2014, pp. e111761. |
| Hubbard RA, Zhu W, Horblyuk R, Karliner L, Sprague BL, Henderson L, Lee D, Onega T, Buist DS, Sweet A. "Diagnostic imaging and biopsy pathways following abnormal screen-film and digital screening mammography." Breast cancer research and treatment, vol. 138, no. 3, 2013, pp. 879-87. |
| Gray SL, Anderson ML, Hubbard RA, LaCroix A, Crane PK, McCormick W, Bowen JD, McCurry SM, Larson EB. "Frailty and incident dementia." The Journals of Gerontology: Series A, vol. 68, no. 9, 2013, pp. 1083-90. |
| Dittus K, Geller B, Weaver DL, Kerlikowske K, Zhu W, Hubbard R, Braithwaite D, O'Meara ES, Miglioretti DL, Breast Cancer Surveillance Consortium. "Impact of mammography screening interval on breast cancer diagnosis by menopausal status and BMI." J GEN INTERN MED, vol. 28, no. 11, 2013, pp. 1454-62. |
| O'Meara ES, Zhu W, Hubbard RA, Braithwaite D, Kerlikowske K, Dittus KL, Geller B, Wernli KJ, Miglioretti DL. "Mammographic screening interval in relation to tumor characteristics and false-positive risk by race/ethnicity and age." Cancer, vol. 119, no. 22, 2013, pp. 3959-67. |
| Henderson LM, Hubbard RA, Onega TL, Zhu W, Buist DS, Fishman P, Tosteson AN. "Assessing health care use and cost consequences of a new screening modality: the case of digital mammography." Medical Care, vol. 50, no. 12, 2012, pp. 1045-52. |
| Hubbard RA, Kerlikowske K, Flowers CI, Yankaskas BC, Zhu W, Miglioretti DL. "Cumulative probability of false-positive recall or biopsy recommendation after 10 years of screening mammography: a cohort study." Annals of Internal Medicine, vol. 155, no. 8, 2011, pp. 481-92. |
| Scholes D, Hubbard RA, Ichikawa LE, LaCroix AZ, Spangler L, Beasley JM, Reed S, Ott SM. "Oral contraceptive use and bone density change in adolescent and young adult women: a prospective study of age, hormone dose, and discontinuation." The Journal of Clinical Endocrinology & Metabolism, vol. 96, no. 9, 2011, pp. E1380-7. |
| Fann JR, Hubbard RA, Alfano CM, Roth-Roemer S, Katon WJ, Syrjala KL. "Pre- and post-transplantation risk factors for delirium onset and severity in patients undergoing hematopoietic stem-cell transplantation." Journal of Clinical Oncology, vol. 29, no. 7, 2011, pp. 895-901. |
| Gill DP, Koepsell TD, Hubbard RA, Kukull WA. "Risk of decline in functional activities in dementia with Lewy bodies and Alzheimer disease." Alzheimer Disease & Associated Disorders, vol. 25, no. 1, 2011, pp. 17-23. |
| Hubbard RA, Miglioretti DL, Smith RA. "Modelling the cumulative risk of a false-positive screening test." Statistical methods in medical research, vol. 19, no. 5, 2010, pp. 429-49. |
| Sullivan JH, Hubbard R, Liu SL, Shepherd K, Trenga CA, Koenig JQ, Chandler WL, Kaufman JD. "A community study of the effect of particulate matter on blood measures of inflammation and thrombosis in an elderly population." Environmental health : a global access science source, vol. 6, 2007, pp. 3. |
| Cagle A, Hubbard R. "Cold-related cardiac mortality in King County, Washington, USA 1980-2001." Annals of human biology, vol. 32, no. 4, 2005, pp. 525-37. |
| Year | Degree | Institution |
|---|---|---|
| 2007 | PhD | University of Washington |
| 2002 | MSc | Oxford University |
| 2001 | MSc | University of Edinburgh |
| 1999 | BS | University of Pittsburgh |
2024 Research Excellence Award, ASA Philadelphia Chapter
2023 Gertrude M. Cox Award, RTI/Washington Statistical Society
2021 Jane M. Glick Graduate Student Teaching Award, Perelman School of Medicine, University of Pennsylvania
2020 American Statistical Association Health Policy Statistics Section Mid-Career Award
2019 Samuel L. Martin Health Evaluation Sciences Award, University of Pennsylvania
2019 Excellence in Teaching Award, Master of Science in Health Policy Research Program, University of Pennsylvania
2019 Fellow, American Statistical Association
