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.
| Gunn CM, Boyer N, Sheikh S, Lee JM, Woloshin S, Specht JM, Hubbard RA, Bowles EJA, Su YR, Tosteson ANA. "Patient and Physician Perspectives on Using Risk Prediction to Support Breast Cancer Surveillance Decision Making." Medical decision making : an international journal of the Society for Medical Decision Making, vol. 46, no. 1, 2026, pp. 35-46. |
| Lazarovich A, Vigneswaran H, Palsdottir T, Eklund M, Discacciati A, Nordström T, Hubbard RA, Perlis N, Abern MR, Moreira DM, Yonover P, Chow AK, Watts K, Liss MA, Thoreson GR, Abreu AL, Sonn GA, Plym A, Wiklund F, Grönberg H, Murphy AB, Eggener S. "A Comparison of Stockholm3, Serum Biomarkers, and Risk Calculators to Predict Prostate Cancer in a Racially and Ethnically Diverse Cohort: Evaluation of the Stockholm3 Multiethnic SEPTA Trial." The Journal of Urology, vol. 213, no. 5, 2025, pp. 590-599. |
| Lazarovich A, Vigneswaran H, Palsdottir T, Eklund M, Discacciati A, Nordström T, Hubbard RA, Perlis N, Abern MR, Moreira DM, Yonover P, Chow AK, Watts K, Liss MA, Thoreson GR, Abreu AL, Sonn GA, Plym A, Wiklund F, Grönberg H, Murphy AB, Eggener S. "A Comparison of Stockholm3, Serum Biomarkers, and Risk Calculators to Predict Prostate Cancer in a Racially and Ethnically Diverse Cohort: Evaluation of the Stockholm3 Multiethnic SEPTA Trial: Erratum." The Journal of Urology, vol. 214, no. 2, 2025, pp. 238. |
| Weinstein EJ, Carbonari DM, Newcomb CW, Torgersen J, Smith SM, Brecker KL, Liu XS, Kostman JR, Trooskin S, Hubbard RA, Baker JF, Zemel BS, Leonard MB, Lo Re V 3rd. "Abnormal Trabecular and Cortical Bone Microarchitecture in Chronic Hepatitis C Infection and Associations With Select Inflammatory Cytokines." Open Forum Infectious Diseases, vol. 12, no. 5, 2025, pp. ofaf102. |
| 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. |
| Yoon IC, Perez-Rojas S, Ancha B, Elmore LC, Mateo AM, Pichardo MS, Tchou JC, Zhang JQ, Hubbard RA, Fayanju OM. "Association of Neighborhood Deprivation with Stage at Diagnosis and Treatment Delay for Breast Cancer in Philadelphia." Annals of Surgical Oncology, vol. 32, no. 8, 2025, pp. 5500-5509. |
| Schreibman A, Lactaoen K, Joo J, Gleeson PK, Weissman GE, Apter AJ, Hubbard RA, Himes BE. "Augmenting electronic health record data with social and environmental determinant of health measures to understand regional factors associated with asthma exacerbations." PLOS digital health, vol. 4, no. 6, 2025, pp. e0000677. |
| Xia C, Smith AM, Lefebvre B, Jamal FA, Armenian SH, Koropeckyj-Cox D, Zhang L, Liu PP, Landsburg D, Clark AS, Shah PD, Hubbard RA, Huang A, Golec S, Hewitt M, Wilcox NS, Chen Z, Rethy L, Jung W, Ko K, Narayan V, Martei YM, Lang NN, Januzzi JL, Felker GM, Ky B. "Biomarker-Guided Cardioprotection for Patients Treated With Anthracyclines: A Randomized Clinical Trial." JAMA Network Open, vol. 8, no. 12, 2025, pp. e2546201. |
| 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. |
| Lo Re V 3rd, Carbonari DM, Newcomb CW, Torgersen J, Weinstein EJ, Smith SM, Brecker KL, Liu XS, Kostman JR, Trooskin S, Hubbard RA, Baker JF, Zemel BS, Leonard MB. "Changes in Bone Microarchitecture and Inflammatory Cytokines After Cure of Chronic Hepatitis C Infection With Direct-Acting Antiviral Therapy." Open Forum Infectious Diseases, vol. 12, no. 9, 2025, pp. ofaf571. |
| Lee JM, Ichikawa L, Su YR, Noguchi N, Hubbard RA, Kerlikowske K, Specht JM, O'Meara ES, Henderson LM, Houssami N. "Comparative Accuracy of Digital Breast Tomosynthesis and Digital Mammography for Surveillance After Breast Cancer Treatment." Journal of the National Comprehensive Cancer Network : JNCCN, vol. 23, no. 11, 2025, pp. 445-452. |
| Lawson MB, Zhu W, Miglioretti DL, Onega T, Henderson LM, Rauscher GH, Kerlikowske K, Sprague BL, Bowles EJA, O'Meara ES, Tosteson ANA, diFlorio-Alexander RM, Hubbard RA, Lee JM, Lee CI. "Disparities in Standard-of-Care, Advanced, and Same-Day Diagnostic Services among Patients with Abnormal Screening Mammography." Radiology, vol. 314, no. 2, 2025, pp. e241673. |
| Tong J, Sun Y, Hubbard RA, Saine ME, Xu H, Zuo X, Lin L, Weng C, Schmid C, Kimmel SE, Umscheid CA, Cuker A, Chen Y. "Incorporating Preprints in Systematic Reviews: A Preliminary Study of a Novel Method for Rapid Evidence Synthesis." medRxiv : the preprint server for health sciences, 2025. |
| Tong J, Sun Y, Hubbard RA, Saine ME, Xu H, Zuo X, Lin L, Weng C, Schmid CH, Kimmel SE, Umscheid CA, Cuker A, Chen Y. "Incorporating preprints in systematic reviews: a preliminary study of a novel method for rapid evidence synthesis." Journal of the American Medical Informatics Association, vol. 32, no. 11, 2025, pp. 1654-1663. |
| 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. |
| Torgersen J, Newcomb CW, Carbonari DM, Smith SM, Brecker KL, Rajapakse CS, Jones BC, Cottrell C, Grewal R, Price JC, Baker JF, Kostman JR, Trooskin S, Hubbard RA, Zemel BS, Leonard MB, Lo Re Iii V. "Magnetic resonance evaluation of three-dimensional liver fat fraction by hepatitis C status and associations with inflammatory cytokines." PLoS ONE, vol. 20, no. 7, 2025, pp. e0327668. |
| 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. |
| Parikh RB, Ulloa-Pérez E, Kurian M, Hubbard R, Joffe S, Lynch HF, Mamtani R. "Prescribing Changes After Accelerated vs Regular Approval of Oncology Therapies." JAMA Network Open, vol. 8, no. 7, 2025, pp. e2520726. |
| Reibel JB, Sun LL, Parikh RB, Mahmud N, Martin LP, Hubbard RA, Mamtani R. "Real-world impact of the platinum chemotherapy shortage on US patients with advanced cancer." JNCI Journal of the National Cancer Institute, vol. 117, no. 6, 2025, pp. 1276-1278. |
| 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. |
| Kurian M, Ferrell WJ, Ulloa Perez E, Hubbard R, Joffe S, Mamtani R, Parikh RB, Lynch HF. "Specificity of Food and Drug Administration postmarketing requirements and associations with timely submissions and regulatory decisions for oncology accelerated approvals, 2011-2023: a cross-sectional analysis." BMJ oncology, vol. 4, no. 1, 2025, pp. e000659. |
| 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. |
| VanderBeek BL, Yu Y, Cardillo S, Hubbard R. "Twenty-Year Trends in Prevalence and Incidence of Diabetic Retinal Disease." Ophthalmology, vol. 132, no. 7, 2025, pp. 767-774. |
| Ferrante ND, Hubbard RA, Weinfurtner K, Mezina AI, Newcomb CW, Furth EE, Bhattacharya D, Njei B, Taddei TH, Singal A, Hoteit MA, Park LS, Kaplan D, Lo Re V 3rd. "Validity of Diagnostic Codes and Laboratory Tests to Identify Cholangiocarcinoma and Its Subtypes." Pharmacoepidemiology and Drug Safety, vol. 34, no. 5, 2025, pp. e70154. |
| Hubbard RA, Gatsonis CA, Hogan JW, Hunter DJ, Normand ST, Troxel AB. "Target Trial Emulation" for Observational Studies - Potential and Pitfalls." New England Journal of Medicine, vol. 391, no. 21, 2024, pp. 1975-1977. |
| 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. |
| Gelfand JM, Armstrong AW, Lim HW, Feldman SR, Johnson SM, Claiborne WCC, Kalb RE, Jakus J, Mangold AR, Flowers RH, Bhutani T, Durkin JR, Bagel J, Fretzin S, Sheehan MP, Krell J, Reeder M, Kaffenberger J, Kartono F, Takeshita J, Bridges AM, Fielding E, Nehal US, Schaecher KL, Howard LM, Eakin GS, Báez S, Bishop BE, Fitzsimmons RC Jr, Papadopoulos M, Song WB, Linn KA, Hubbard RA, Shin DB, Callis Duffin K. "Home- vs Office-Based Narrowband UV-B Phototherapy for Patients With Psoriasis: The LITE Randomized Clinical Trial." JAMA Dermatology, vol. 160, no. 12, 2024, pp. 1320-1328. |
| 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. |
| Shevach JW, Candelieri-Surette D, Lynch JA, Hubbard RA, Alba PR, Glanz K, Parikh RB, Maxwell KN. "Racial Differences in Germline Genetic Testing Completion Among Males With Pancreatic, Breast, or Metastatic Prostate Cancers." Journal of the National Comprehensive Cancer Network : JNCCN, vol. 22, no. 4, 2024, pp. 237-243. |
| 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. |
| Mamtani R, Ulloa-Pérez E, Parikh RB, Patel K, Homet Moreno B, Ramamurthy C, Li H, Hubbard RA. "Real-world Uptake of Enfortumab Vedotin plus Pembrolizumab after US Food and Drug Administration Approval Among Patients with Advanced Urothelial Cancer." European Urology, vol. 86, no. 5, 2024, pp. 474-476. |
| Mamtani R, Tsingas K, Parikh RB, Elsouda D, Mucha L, Fuldeore R, Hubbard RA. "Real-world use, dose intensity, and adherence to enfortumab vedotin in locally advanced or metastatic urothelial cancer." Urologic Oncology: Seminars and Original Investigations, vol. 42, no. 6, 2024, pp. 177.e1-177.e4. |
| Yuan C, Duan J, Xu K, Tustison NJ, Hubbard RA, Linn KA. "ReMiND: Recovery of missing neuroimaging using diffusion models with application to Alzheimer's disease." Imaging neuroscience (Cambridge, Mass.), vol. 2, 2024. |
| 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. |
| Rivera DR, Eckert JC, Rodriguez-Watson C, Lerro CC, Bertagnolli MM, Hubbard RA, Kushi LH, Lund JL, Schrag D, Wang SV, Wood WA, Lee JJ, Okafor C, Ghauri K, Winckler SC, Kluetz PG. "The Oncology QCARD Initiative: Fostering efficient evaluation of initial real-world data proposals." Pharmacoepidemiology and Drug Safety, vol. 33, no. 11, 2024, pp. e5818. |
| 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. |
| Sprague BL, Chen S, Miglioretti DL, Gard CC, Tice JA, Hubbard RA, Aiello Bowles EJ, Kaufman PA, Kerlikowske K. "Cumulative 6-Year Risk of Screen-Detected Ductal Carcinoma In Situ by Screening Frequency." JAMA Network Open, vol. 6, no. 2, 2023, pp. e230166. |
| Trentham-Dietz A, Corley DA, Del Vecchio NJ, Greenlee RT, Haas JS, Hubbard RA, Hughes AE, Kim JJ, Kobrin S, Li CI, Meza R, Neslund-Dudas CM, Tiro JA. "Data gaps and opportunities for modeling cancer health equity." Journal of the National Cancer Institute. Monographs, vol. 2023, no. 62, 2023, pp. 246-254. |
| 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. |
| Parikh RB, Hubbard RA, Wang E, Royce TJ, Cohen AB, Clark AS, Mamtani R. "Exposure to US Cancer Drugs With Lack of Confirmed Benefit After US Food and Drug Administration Accelerated Approval." JAMA Oncology, vol. 9, no. 4, 2023, pp. 567-569. |
| 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. |
| Whitworth H, Beslow LA, Hubbard RA, Leonard CE, Scobell R, Witmer C, Raffini L. "Outcomes in infants with unprovoked venous thromboembolism: A retrospective cohort study." Research and practice in thrombosis and haemostasis, vol. 7, no. 4, 2023, pp. 100174. |
| Getz K, Hubbard RA, Linn KA. "Performance of Multiple Imputation Using Modern Machine Learning Methods in Electronic Health Records Data." Epidemiology, vol. 34, no. 2, 2023, pp. 206-215. |
| Su YR, Buist DSM, Lee JM, Ichikawa L, Miglioretti DL, Bowles EJA, Wernli KJ, Kerlikowske K, Tosteson A, Lowry KP, Henderson LM, Sprague BL, Hubbard RA. "Performance of Statistical and Machine Learning Risk Prediction Models for Surveillance Benefits and Failures in Breast Cancer Survivors." Cancer Epidemiology Biomarkers & Prevention, vol. 32, no. 4, 2023, pp. 561-571. |
| 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. |
| 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, Rogers Driscoll M, Steiner CA, Zhou Y, Cocoros NM. "Risk of admission to hospital with arterial or venous thromboembolism among patients diagnosed in the ambulatory setting with covid-19 compared with influenza: retrospective cohort study." BMJ medicine, vol. 2, no. 1, 2023, pp. e000421. |
| 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. |
| Sobrin L, Yu Y, Li A, Kempen JH, Hubbard RA, VanderBeek BL. "Angiotensin Converting Enzyme-Inhibitors and Incidence of Non-infectious Uveitis in a Large Healthcare Claims Database." Ophthalmic Epidemiology, vol. 29, no. 1, 2022, pp. 25-30. |
| Sun L, Brody R, Candelieri D, Anglin-Foote T, Lynch JA, Maxwell KN, Damrauer S, Ojerholm E, Lukens JN, Cohen RB, Getz KD, Hubbard RA, Ky B. "Association Between Up-front Surgery and Risk of Stroke in US Veterans With Oropharyngeal Carcinoma." JAMA Otolaryngology–Head & Neck Surgery, vol. 148, no. 8, 2022, pp. 740-747. |
| 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. |
| Ginestra JC, Kohn R, Hubbard RA, Crane-Droesch A, Halpern SD, Kerlin MP, Weissman GE. "Association of Unit Census with Delays in Antimicrobial Initiation among Ward Patients with Hospital-acquired Sepsis." Annals of the American Thoracic Society, vol. 19, no. 9, 2022, pp. 1525-1533. |
| Schinasi LH, Kenyon CC, Hubbard RA, Zhao Y, Maltenfort M, Melly SJ, Moore K, Forrest CB, Diez Roux AV, de Roos AJ. "Associations between high ambient temperatures and asthma exacerbation among children in Philadelphia, PA: a time series analysis." Occupational and environmental medicine, vol. 79, no. 5, 2022, pp. 326-332. |
| Tan WK, Segal BD, Curtis MD, Baxi SS, Capra WB, Garrett-Mayer E, Hobbs BP, Hong DS, Hubbard RA, Zhu J, Sarkar S, Samant M. "Augmenting control arms with real-world data for cancer trials: Hybrid control arm methods and considerations." Contemporary Clinical Trials Communications, vol. 30, 2022, pp. 101000. |
| Nimgaonkar V, Hubbard RA, Carpenter EL, Mamtani R. "Biomarker Testing, Treatment Uptake, and Survival Among Patients With Urothelial Cancer Receiving Gene-Targeted Therapy." JAMA Oncology, vol. 8, no. 7, 2022, pp. 1070-1072. |
| Ellis DE, Hubbard RA, Willis AW, Zuppa AF, Zaoutis TE, Hennessy S. "Comparative risk of serious hypoglycemia among persons dispensed a fluoroquinolone versus a non-fluoroquinolone antibiotic." Diabetes Research and Clinical Practice, vol. 185, 2022, pp. 109225. |
| Ellis DE, Hubbard RA, Willis AW, Zuppa AF, Zaoutis TE, Hennessy S. "Comparing LASSO and random forest models for predicting neurological dysfunction among fluoroquinolone users." Pharmacoepidemiology and Drug Safety, vol. 31, no. 4, 2022, pp. 393-403. |
| 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. |
| De Roos AJ, Kenyon CC, Yen YT, Moore K, Melly S, Hubbard RA, Maltenfort M, Forrest CB, Diez Roux AV, Schinasi LH. "Does Living near Trees and Other Vegetation Affect the Contemporaneous Odds of Asthma Exacerbation among Pediatric Asthma Patients?." Journal of Urban Health, vol. 99, no. 3, 2022, pp. 533-548. |
| Vader DT, Parikh RB, Li H, Imai K, Hubbard RA, Mamtani R. "Impact of Label Restriction on Checkpoint-Inhibitor Use in Bladder Cancer and Changes in Mortality." JNCI cancer spectrum, vol. 6, no. 4, 2022. |
| Parikh RB, Takvorian SU, Vader D, Paul Wileyto E, Clark AS, Lee DJ, Goyal G, Rocque GB, Dotan E, Geynisman DM, Phull P, Spiess PE, Kim RY, Davidoff AJ, Gross CP, Neparidze N, Miksad RA, Calip GS, Hearn CM, Ferrell W, Shulman LN, Mamtani R, Hubbard RA, PRACTICE Investigators. "Impact of the COVID-19 Pandemic on Treatment Patterns for Patients With Metastatic Solid Cancer in the United States." JNCI Journal of the National Cancer Institute, vol. 114, no. 4, 2022, pp. 571-578. |
| Harton J, Mitra N, Hubbard RA. "Informative presence bias in analyses of electronic health records-derived data: a cautionary note." Journal of the American Medical Informatics Association, vol. 29, no. 7, 2022, pp. 1191-1199. |
| Getz K, Mamtani R, Hubbard RA. "Integrating real world data and clinical trial results using survival data reconstruction and marginal moment-balancing weights." Journal of biopharmaceutical statistics, vol. 32, no. 1, 2022, pp. 191-203. |
| Demissei BG, Vedage NA, Hubbard RA, Smith AM, Chung J, Lefebvre B, Getz KD, Thavendiranathan P, Narayan HK, Ky B. "Longitudinal Right Ventricular Systolic Function Changes in Breast Cancer Patients Treated With Cardiotoxic Cancer Therapy." JACC. CardioOncology, vol. 4, no. 4, 2022, pp. 552-554. |
| 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. |
| Golmakani MK, Hubbard RA, Miglioretti DL. "Nonhomogeneous Markov chain for estimating the cumulative risk of multiple false positive screening tests." Biometrics, vol. 78, no. 3, 2022, pp. 1244-1256. |
| Sarma EA, Thompson MJ, Bowles EJA, Burnett-Hartman AN, Hubbard RA, Yu O, Chubak J. "Patient and tumour characteristics of screening-age adults diagnosed with screen-detected versus symptomatic colon cancer." Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland, vol. 24, no. 11, 2022, pp. 1344-1351. |
| Aysola J, Rewley J, Xu C, Schapira M, Hubbard RA. "Primary Care Patient Social Networks and Tobacco Use: An Observational Study." Journal of Primary Care & Community Health, vol. 13, 2022, pp. 21501327211037894. |
| Sobrin L, Yu Y, Han S, Susarla G, Kempen JH, Hubbard RA, VanderBeek BL. "Risk of Non-infectious Uveitis with Metformin Therapy in a Large Healthcare Claims Database." Ocular immunology and inflammation, vol. 30, no. 6, 2022, pp. 1334-1340. |
| Liu X, Chubak J, Hubbard RA, Chen Y. "SAT: a Surrogate-Assisted Two-wave case boosting sampling method, with application to EHR-based association studies." Journal of the American Medical Informatics Association, vol. 29, no. 5, 2022, pp. 918-927. |
| Shah M, Hubbard RA, Mamtani R, Marmarelis ME, Hennessy S. "Very high PD-L1 expression as a prognostic indicator of overall survival among patients with advanced non-small cell lung cancer receiving anti-PD-(L)1 monotherapies in routine practice." Pharmacoepidemiology and Drug Safety, vol. 31, no. 10, 2022, pp. 1121-1126. |
| Mamtani R, Lund J, Hubbard RA. "'Considering the totality of evidence: Combining real-world data with clinical trial results to better inform decision-making." Pharmacoepidemiology and Drug Safety, vol. 30, no. 6, 2021, pp. 814-816. |
| 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. |
| Sun L, Parikh RB, Hubbard RA, Cashy J, Takvorian SU, Vaughn DJ, Robinson KW, Narayan V, Ky B. "Assessment and Management of Cardiovascular Risk Factors Among US Veterans With Prostate Cancer." JAMA Network Open, vol. 4, no. 2, 2021, pp. e210070. |
| Harton J, Mamtani R, Mitra N, Hubbard RA. "Bias Reduction Methods for Propensity Scores Estimated from Error-Prone EHR-Derived Covariates." Health Services and Outcomes Research Methodology, vol. 21, 2021, pp. 169-187. |
| Wang L, Schnall J, Small A, Hubbard RA, Moore JH, Damrauer SM, Chen J. "Case contamination in electronic health records based case-control studies." Biometrics, vol. 77, no. 1, 2021, pp. 67-77. |
| Hubbard RA, Lett E, Ho GYF, Chubak J. "Characterizing Bias Due to Differential Exposure Ascertainment in Electronic Health Record Data." Health Services and Outcomes Research Methodology, vol. 21, no. 3, 2021, pp. 309-323. |
| Hubbard RA. "Commentary on Professor Austin Bradford Hill's Alfred Watson Memorial Lecture." Statistics in Medicine, vol. 40, no. 1, 2021, pp. 29-31. |
| Ellis DE, Hubbard RA, Willis AW, Zuppa AF, Zaoutis TE, Hennessy S. "Comparative neurological safety of fluoroquinolones versus therapeutic alternatives." Pharmacoepidemiology and Drug Safety, vol. 30, no. 6, 2021, pp. 797-805. |
| Zhu Y, Hubbard RA, Chubak J, Roy J, Mitra N. "Core concepts in pharmacoepidemiology: Violations of the positivity assumption in the causal analysis of observational data: Consequences and statistical approaches." Pharmacoepidemiology and Drug Safety, vol. 30, no. 11, 2021, pp. 1471-1485. |
| Sobrin L, Yu Y, Han S, Susarla G, Kempen JH, Hubbard RA, VanderBeek BL. "Decreased risk of non-infectious anterior uveitis with statin therapy in a large healthcare claims database." Graefes Arch Clin Exp Ophthalmol, vol. 259, no. 9, 2021, pp. 2783-2793. |
| 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. |
| Martin JA, Crane-Droesch A, Lapite FC, Puhl JC, Kmiec TE, Silvestri JA, Ungar LH, Kinosian BP, Himes BE, Hubbard RA, Diamond JM, Ahya V, Sims MW, Halpern SD, Weissman GE. "Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes." Journal of the American Medical Informatics Association, vol. 29, no. 1, 2021, pp. 109-119. |
| Huang W, Schinasi LH, Kenyon CC, Moore K, Melly S, Hubbard RA, Zhao Y, Diez Roux AV, Forrest CB, Maltenfort M, De Roos AJ. "Effects of ambient air pollution on childhood asthma exacerbation in the Philadelphia metropolitan Region, 2011-2014." Environmental Research, vol. 197, 2021, pp. 110955. |
| 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. |
| Parikh RB, Takvorian SU, Vader D, Wileyto EP, Clark AS, Lee DJ, Goyal G, Rocque GB, Dotan E, Geynisman DM, Phull P, Spiess PE, Kim RY, Davidoff AJ, Gross CP, Neparidze N, Miksad RA, Calip GS, Hearn CM, Ferrell W, Shulman LN, Mamtani R, Hubbard RA, PRACTICE Investigators. "Impact of the COVID-19 pandemic on treatment patterns for US patients with metastatic solid cancer." medRxiv : the preprint server for health sciences, 2021. |
| Xu J, Pratt K, Chaudhari M, Henry R, Hubbard RA, Siegel R, Eneli I. "On a Different Page! Perceptions on the Onset, Diagnosis, and Management of Type 2 Diabetes Among Adolescent Patients, Parents, and Physicians." Global pediatric health, vol. 8, 2021, pp. 2333794X211046430. |
| Mahmud N, Fricker Z, Hubbard RA, Ioannou GN, Lewis JD, Taddei TH, Rothstein KD, Serper M, Goldberg DS, Kaplan DE. "Risk Prediction Models for Post-Operative Mortality in Patients With Cirrhosis." Hepatology, vol. 73, no. 1, 2021, pp. 204-218. |
| Courts KA, Hubbard RA, Kersten HB, Klusaritz H. "Stability of food insecurity status in paediatric primary care." Public Health Nutrition, vol. 24, no. 5, 2021, pp. 845-850. |
| Hubbard RA, Xu J, Siegel R, Chen Y, Eneli I. "Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis." Journal of biomedical informatics, vol. 113, 2021, pp. 103654. |
| VanderBeek BL, Ying GS, Hubbard RA. "Survival Analysis vs Longitudinal Modeling With Multiple Imputation-A False Dichotomy." JAMA Ophthalmology, vol. 139, no. 5, 2021, pp. 588. |
| 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. |
| Parikh RB, Min EJ, Wileyto EP, Riaz F, Gross CP, Cohen RB, Hubbard RA, Long Q, Mamtani R. "Uptake and Survival Outcomes Following Immune Checkpoint Inhibitor Therapy Among Trial-Ineligible Patients With Advanced Solid Cancers." JAMA Oncology, vol. 7, no. 12, 2021, pp. 1843-1850. |
| Holmes JH, Beinlich J, Boland MR, Bowles KH, Chen Y, Cook TS, Demiris G, Draugelis M, Fluharty L, Gabriel PE, Grundmeier R, Hanson CW, Herman DS, Himes BE, Hubbard RA, Kahn CE Jr, Kim D, Koppel R, Long Q, Mirkovic N, Morris JS, Mowery DL, Ritchie MD, Urbanowicz R, Moore JH. "Why Is the Electronic Health Record So Challenging for Research and Clinical Care?." Methods of information in medicine, vol. 60, no. 1-02, 2021, pp. 32-48. |
| De Roos AJ, Kenyon CC, Zhao Y, Moore K, Melly S, Hubbard RA, Henrickson SE, Forrest CB, Diez Roux AV, Maltenfort M, Schinasi LH. "Ambient daily pollen levels in association with asthma exacerbation among children in Philadelphia, Pennsylvania." Environment International, vol. 145, 2020, pp. 106138. |
| Tong J, Huang J, Chubak J, Wang X, Moore JH, Hubbard RA, Chen Y. "An augmented estimation procedure for EHR-based association studies accounting for differential misclassification." Journal of the American Medical Informatics Association, vol. 27, no. 2, 2020, pp. 244-253. |
| 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. |
| Harrigan JJ, Hubbard RA, Thomas S, Riello RJ 3rd, Bange E, Mamtani M, Mamtani R. "Association Between US Administration Endorsement of Hydroxychloroquine for COVID-19 and Outpatient Prescribing." J GEN INTERN MED, vol. 35, no. 9, 2020, pp. 2826-2828. |
| 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. |
| Demissei BG, Adusumalli S, Hubbard RA, Denduluri S, Narayan V, Clark AS, Shah P, Knollman H, Getz KD, Aplenc R, Carver JR, Ky B. "Cardiology Involvement in Patients with Breast Cancer Treated with Trastuzumab." JACC. CardioOncology, vol. 2, no. 2, 2020, pp. 179-189. |
| Demissei BG, Hubbard RA, Zhang L, Smith AM, Sheline K, McDonald C, Narayan V, Domchek SM, DeMichele A, Shah P, Clark AS, Fox K, Matro J, Bradbury AR, Knollman H, Getz KD, Armenian SH, Januzzi JL, Tang WHW, Liu P, Ky B. "Changes in Cardiovascular Biomarkers With Breast Cancer Therapy and Associations With Cardiac Dysfunction." Journal of the American Heart Association, vol. 9, no. 2, 2020, pp. e014708. |
| Upshaw JN, Finkelman B, Hubbard RA, Smith AM, Narayan HK, Arndt L, Domchek S, DeMichele A, Fox K, Shah P, Clark A, Bradbury A, Matro J, Adusumalli S, Carver JR, Ky B. "Comprehensive Assessment of Changes in Left Ventricular Diastolic Function With Contemporary Breast Cancer Therapy." JACC: Cardiovascular Imaging, vol. 13, no. 1 Pt 2, 2020, pp. 198-210. |
| Hubbard RA. "Correction to "A Bayesian latent class approach for EHR-based phenotyping"." Statistics in Medicine, vol. 39, no. 2, 2020, pp. 205. |
| Mahmud N, Hubbard RA, Kaplan DE, Serper M. "Declining Cirrhosis Hospitalizations in the Wake of the COVID-19 Pandemic: A National Cohort Study." Gastroenterology, vol. 159, no. 3, 2020, pp. 1134-1136.e3. |
| Conant EF, Zuckerman SP, McDonald ES, Weinstein SP, Korhonen KE, Birnbaum JA, Tobey JD, Schnall MD, Hubbard RA. "Five Consecutive Years of Screening with Digital Breast Tomosynthesis: Outcomes by Screening Year and Round." Radiology, vol. 295, no. 2, 2020, pp. 285-293. |
| Schinasi LH, Kenyon CC, Moore K, Melly S, Zhao Y, Hubbard R, Maltenfort M, Diez Roux AV, Forrest CB, De Roos AJ. "Heavy precipitation and asthma exacerbation risk among children: A case-crossover study using electronic health records linked with geospatial data." Environmental Research, vol. 188, 2020, pp. 109714. |
| Moore JH, Barnett I, Boland MR, Chen Y, Demiris G, Gonzalez-Hernandez G, Herman DS, Himes BE, Hubbard RA, Kim D, Morris JS, Mowery DL, Ritchie MD, Shen L, Urbanowicz R, Holmes JH. "Ideas for how informaticians can get involved with COVID-19 research." BioData mining, vol. 13, 2020, pp. 3. |
| Xiao KY, Hubbard RA, Kaplan DE, Taddei TH, Goldberg DS, Mahmud N. "Models for acute on chronic liver failure development and mortality in a veterans affairs cohort." Hepatology international, vol. 14, no. 4, 2020, pp. 587-596. |
| Xie S, Hubbard RA, Himes BE. "Neighborhood-level measures of socioeconomic status are more correlated with individual-level measures in urban areas compared with less urban areas." Annals of Epidemiology, vol. 43, 2020, pp. 37-43.e4. |
| 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. |
| Hubbard RA, Tong J, Duan R, Chen Y. "Reducing Bias Due to Outcome Misclassification for Epidemiologic Studies Using EHR-derived Probabilistic Phenotypes." Epidemiology, vol. 31, no. 4, 2020, pp. 542-550. |
| Sobrin L, Yu Y, Susarla G, Chan W, Xia T, Kempen JH, Hubbard RA, VanderBeek BL. "Risk of Noninfectious Uveitis with Female Hormonal Therapy in a Large Healthcare Claims Database." Ophthalmology, vol. 127, no. 11, 2020, pp. 1558-1566. |
| 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. |
| Schapira MM, Williams M, Balch A, Baron RJ, Barrett P, Beveridge R, Collins T, Day SC, Fernandopulle R, Gilberg AM, Henley DE, Nguyen Howell A, Laine C, Miller C, Ryu J, Schwarz DF, Schwartz MD, Stevens J, Teisberg E, Yamaguchi K, Schapira E, Hubbard RA. "Seeking Consensus on the Terminology of Value-Based Transformation Through use of a Delphi Process." Population health management, vol. 23, no. 3, 2020, pp. 243-255. |
| Hong C, Duan R, Zeng L, Hubbard RA, Lumley T, Riley RD, Chu H, Kimmel SE, Chen Y. "The Galaxy Plot: A New Visualization Tool for Bivariate Meta-Analysis Studies." American Journal of Epidemiology, vol. 189, no. 8, 2020, pp. 861-869. |
| 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. |
| Capra B, Hubbard R. "University of Pennsylvania 12th annual conference on statistical issues in clinical trials: Electronic health records-challenges and opportunities (afternoon panel session)." Clinical Trials, vol. 17, no. 4, 2020, pp. 383-393. |
| Kenyon CC, Maltenfort MG, Hubbard RA, Schinasi LH, De Roos AJ, Henrickson SE, Bryant-Stephens TC, Forrest CB. "Variability in Diagnosed Asthma in Young Children in a Large Pediatric Primary Care Network." Academic Pediatrics, vol. 20, no. 7, 2020, pp. 958-966. |
| Hubbard, Rebecca A., Huang, Jing, Harton, Joanna, Oganisian, Arman, Choi, Grace, Utidjian, Levon, Eneli, Ihuoma, Bailey, L. Charles, Chen, Yong. "A Bayesian latent class approach for EHR-based phenotyping." Statistics in Medicine, vol. 38, no. 1, 2019, pp. 74-87. |
| Demissei BG, Finkelman BS, Hubbard RA, Smith AM, Narayan HK, Narayan V, Shah P, Waxman AJ, Domchek SM, Ky B. "Cardiovascular Function Phenotypes in Response to Cardiotoxic Breast Cancer Therapy." Journal of the American College of Cardiology, vol. 73, no. 2, 2019, pp. 248-249. |
| Bowles EJA, Yu O, Ziebell R, Chen L, Boudreau DM, Ritzwoller DP, Hubbard RA, Boggs JM, Burnett-Hartman AN, Sterrett A, Fujii M, Chubak J. "Cardiovascular medication use and risks of colon cancer recurrences and additional cancer events: a cohort study." BMC Cancer, vol. 19, no. 1, 2019, pp. 270. |
| 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. |
| Noe MH, Rosenbach M, Hubbard RA, Mostaghimi A, Cardones AR, Chen JK, Cotliar J, Davis MDP, Dominguez A, Fox LP, Hughey LC, Kaffenberger BH, Kroshinsky D, Kwong BY, Miller DD, Musiek A, Ortega-Loayza AG, Sharon VR, Shinkai K, Summers EM, Wanat KA, Wetter DA, Worswick S, Margolis DJ, Gelfand JM, Micheletti RG. "Development and Validation of a Risk Prediction Model for In-Hospital Mortality Among Patients With Stevens-Johnson Syndrome/Toxic Epidermal Necrolysis-ABCD-10." JAMA Dermatology, vol. 155, no. 4, 2019, pp. 448-454. |
| Feld E, Harton J, Meropol NJ, Adamson BJS, Cohen A, Parikh RB, Galsky MD, Narayan V, Christodouleas J, Vaughn DJ, Hubbard RA, Mamtani R. "Effectiveness of First-line Immune Checkpoint Blockade Versus Carboplatin-based Chemotherapy for Metastatic Urothelial Cancer." European Urology, vol. 76, no. 4, 2019, pp. 524-532. |
| Greenblatt RE, Zhao EJ, Henrickson SE, Apter AJ, Hubbard RA, Himes BE. "Factors associated with exacerbations among adults with asthma according to electronic health record data." Asthma research and practice, vol. 5, 2019, pp. 1. |
| 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. |
| Chaiyachati KH, Liao JM, Weissman GE, Hubbard RA, Morgan AU, Buehler A, Shea JA, Armstrong KA. "Gender Differences in Retention and Promotion Among Generalists Who Graduated From Research-Intensive Fellowships." Journal of Graduate Medical Education, vol. 11, no. 5, 2019, pp. 535-542. |
| Chen Y, Wang J, Chubak J, Hubbard RA. "Inflation of type I error rates due to differential misclassification in EHR-derived outcomes: Empirical illustration using breast cancer recurrence." Pharmacoepidemiology and Drug Safety, vol. 28, no. 2, 2019, pp. 264-268. |
| 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. |
| Mantri S, Fullard M, Gray SL, Weintraub D, Hubbard RA, Hennessy S, Willis AW. "Patterns of Dementia Treatment and Frank Prescribing Errors in Older Adults With Parkinson Disease." JAMA Neurology, vol. 76, no. 1, 2019, pp. 41-49. |
| 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. |
| Noe MH, Hubbard RA, Micheletti RG. "The ABCD-10 Risk Prediction Model for In-Hospital Mortality Among Patients With Stevens-Johnson Syndrome/Toxic Epidermal Necrolysis-Reply." JAMA Dermatology, vol. 155, no. 9, 2019, pp. 1088-1089. |
| 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. |
| Bittermann T, Hubbard RA, Lewis JD, Goldberg DS. "The use of induction therapy in liver transplantation is highly variable and is associated with posttransplant outcomes." American Journal of Transplantation, vol. 19, no. 12, 2019, pp. 3319-3327. |
| Pocobelli G, Yu O, Ziebell RA, Aiello Bowles EJ, Fujii MM, Sterrett AT, Boggs JM, Chen L, Boudreau DM, Ritzwoller DP, Hubbard RA, Chubak J. "Use of antidepressants after colon cancer diagnosis and risk of recurrence." Psycho-Oncology, vol. 28, no. 4, 2019, pp. 750-758. |
| 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. |
| Chaiyachati KH, Hubbard RA, Yeager A, Mugo B, Lopez S, Asch E, Shi C, Shea JA, Rosin R, Grande D. "Association of Rideshare-Based Transportation Services and Missed Primary Care Appointments: A Clinical Trial." JAMA Internal Medicine, vol. 178, no. 3, 2018, pp. 383-389. |
| Lee JM, Abraham L, Lam DL, Buist DSM, Kerlikowske K, Miglioretti DL, Houssami N, Lehman CD, Henderson LM, Hubbard RA. "Cumulative Risk Distribution for Interval Invasive Second Breast Cancers After Negative Surveillance Mammography." Journal of Clinical Oncology, vol. 36, no. 20, 2018, pp. 2070-2077. |
| Mehta NN, Shin DB, Joshi AA, Dey AK, Armstrong AW, Duffin KC, Fuxench ZC, Harrington CL, Hubbard RA, Kalb RE, Menter 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, vol. 11, no. 6, 2018, pp. e007394. |
| 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. |
| Bittermann T, Hubbard RA, Serper M, Lewis JD, Hohmann SF, VanWagner LB, Goldberg DS. "Healthcare utilization after liver transplantation is highly variable among both centers and recipients." American Journal of Transplantation, vol. 18, no. 5, 2018, pp. 1197-1205. |
| 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. |
| Catino AB, Hubbard RA, Chirinos JA, Townsend R, Keefe S, Haas NB, Puzanov I, Fang JC, Agarwal N, Hyman D, Smith AM, Gordon M, Plappert T, Englefield V, Narayan V, Ewer S, ElAmm C, Lenihan D, Ky B. "Longitudinal Assessment of Vascular Function With Sunitinib in Patients With Metastatic Renal Cell Carcinoma." Circulation: Heart Failure, vol. 11, no. 3, 2018, pp. e004408. |
| 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, vol. 25, no. 3, 2018, pp. 345-352. |
| Henderson LM, Hubbard RA, Zhu W, Weiss J, Wernli KJ, Goodrich ME, Kerlikowske K, DeMartini W, Ozanne EM, Onega T. "Preoperative Breast Magnetic Resonance Imaging Use by Breast Density and Family History of Breast Cancer." Journal of Women's Health, vol. 27, no. 8, 2018, pp. 987-993. |
| Onega T, Zhu W, Weiss JE, Goodrich M, Tosteson ANA, DeMartini W, Virnig BA, Henderson LM, Buist DSM, Wernli KJ, Kerlikowske K, Hubbard RA. "Preoperative breast MRI and mortality in older women with breast cancer." Breast cancer research and treatment, vol. 170, no. 1, 2018, pp. 149-157. |
| Wan MT, Shin DB, Hubbard RA, Noe MH, Mehta NN, Gelfand JM. "Psoriasis and the risk of diabetes: A prospective population-based cohort study." Journal of the American Academy of Dermatology, vol. 78, no. 2, 2018, pp. 315-322.e1. |
| Chaiyachati KH, 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." J GEN INTERN MED, vol. 33, no. 6, 2018, pp. 863-868. |
| 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. |
| Hill DA, Haas JS, Wellman R, Hubbard RA, Lee CI, Alford-Teaster J, Wernli KJ, Henderson LM, Stout NK, Tosteson ANA, Kerlikowske K, Onega T. "Utilization of breast cancer screening with magnetic resonance imaging in community practice." J GEN INTERN MED, vol. 33, no. 3, 2018, pp. 275-283. |
| Hubbard RA, Johnson E, Chubak J, Wernli KJ, Kamineni A, Bogart A, Rutter CM. "Accounting for misclassification in electronic health records-derived exposures using generalized linear finite mixture models." Health Services and Outcomes Research Methodology, vol. 17, no. 2, 2017, pp. 101-112. |
| Brenowitz WD, Keene CD, Hawes SE, Hubbard RA, Longstreth WT Jr, Woltjer RL, Crane PK, Larson EB, Kukull WA. "Alzheimer's disease neuropathologic change, Lewy body disease, and vascular brain injury in clinic- and community-based samples." Neurobiology of aging, vol. 53, 2017, pp. 83-92. |
| 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. |
| Wang L, Hubbard RA, Walker RL, Lee EB, Larson EB, Crane PK. "Assessing robustness of hazard ratio estimates to outcome misclassification in longitudinal panel studies with application to Alzheimer's disease." PLoS ONE, vol. 12, no. 12, 2017, pp. e0190107. |
| Wernli KJ, Arao RF, Hubbard RA, Sprague BL, Alford-Teaster J, Haas JS, Henderson L, Hill D, Lee CI, Tosteson ANA, Onega T. "Change in Breast Cancer Screening Intervals Since the 2009 USPSTF Guideline." Journal of Women's Health, vol. 26, no. 8, 2017, pp. 820-827. |
| Chaiyachati KH, Hom JK, Hubbard RA, Wong C, Grande D. "Evaluating the association between the built environment and primary care access for new Medicaid enrollees in an urban environment using Walk and Transit Scores." Preventive Medicine Reports, vol. 9, 2017, pp. 24-28. |
| 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. |
| Brenowitz WD, Hubbard RA, Keene CD, Hawes SE, Longstreth WT Jr, Woltjer RL, Kukull WA. "Mixed neuropathologies and associations with domain-specific cognitive decline." Neurology, vol. 89, no. 17, 2017, pp. 1773-1781. |
| Brenowitz WD, Hubbard RA, Keene CD, Hawes SE, Longstreth WT Jr, Woltjer RL, Kukull WA. "Mixed neuropathologies and estimated rates of clinical progression in a large autopsy sample." Alzheimer's & Dementia, vol. 13, no. 6, 2017, pp. 654-662. |
| 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. |
| LaCroix AZ, Hubbard RA, Gray SL, Anderson ML, Crane PK, Sonnen JA, Zaslavsky O, Larson EB. "Trajectories of physical function prior to death and brain neuropathology in a community-based cohort: the act study." BMC geriatrics, vol. 17, no. 1, 2017, pp. 258. |
| Dublin S, Walker RL, Gray SL, Hubbard RA, Anderson ML, Yu O, Montine TJ, Crane PK, Sonnen JA, Larson EB. "Use of Analgesics (Opioids and Nonsteroidal Anti-Inflammatory Drugs) and Dementia-Related Neuropathology in a Community-Based Autopsy Cohort." Journal of Alzheimer's disease : JAD, vol. 58, no. 2, 2017, pp. 435-448. |
| 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. |
| Onega T, Tosteson AN, Weiss J, Alford-Teaster J, Hubbard RA, Henderson LM, Kerlikowske K, Goodrich ME, O'Donoghue C, Wernli KJ, DeMartini WB, Virnig BA. "Costs of diagnostic and preoperative workup with and without breast MRI in older women with a breast cancer diagnosis." BMC Health Services Research, vol. 16, 2016, pp. 76. |
| Domingo L, Hofvind S, Hubbard RA, Román M, Benkeser D, Sala M, Castells X. "Cross-national comparison of screening mammography accuracy measures in U.S., Norway, and Spain." European radiology, vol. 26, no. 8, 2016, pp. 2520-8. |
| Chubak J, Hubbard R. "Defining and measuring adherence to cancer screening." Journal of medical screening, vol. 23, no. 4, 2016, pp. 179-185. |
| 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. |
| Henderson LM, Weiss J, Hubbard RA, O'Donoghue C, DeMartini WB, Buist DS, Kerlikowske K, Goodrich M, Virnig B, Tosteson AN, Lehman CD, Onega T. "Factors Associated with Preoperative Magnetic Resonance Imaging Use among Medicare Beneficiaries with Nonmetastatic Breast Cancer." The Breast Journal, vol. 22, no. 1, 2016, pp. 24-34. |
| Bradley CJ, Grossman DC, Hubbard RA, Ortega AN, Curry SJ. "Integrated Interventions for Improving Total Worker Health: A Panel Report From the National Institutes of Health Pathways to Prevention Workshop: Total Worker Health-What's Work Got to Do With It?." Annals of Internal Medicine, vol. 165, no. 4, 2016, pp. 279-83. |
| Alford-Teaster J, Lange JM, Hubbard RA, Lee CI, Haas JS, Shi X, Carlos HA, Henderson L, Hill D, Tosteson AN, Onega T. "Is the closest facility the one actually used? An assessment of travel time estimation based on mammography facilities." International Journal of Health Geographics, vol. 15, 2016, pp. 8. |
| Hubbard RA, O'Meara ES, Henderson LM, Hill D, Braithwaite D, Haas JS, Lee CI, Sprague BL, Alford-Teaster J, Tosteson ANA, Wernli KJ, Onega T. "Multilevel factors associated with long-term adherence to screening mammography in older women in the U.S." Preventive Medicine, vol. 89, 2016, pp. 169-177. |
| Scholes D, LaCroix AZ, Hubbard RA, Ichikawa LE, Spangler L, Operskalski BH, Gell N, Ott SM. "Oral contraceptive use and fracture risk around the menopausal transition." Menopause (New York, N.Y.), vol. 23, no. 2, 2016, pp. 166-74. |
| 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. |
| Ripping TM, Hubbard RA, Otten JD, den Heeten GJ, Verbeek AL, Broeders MJ. "Towards personalized screening: Cumulative risk of breast cancer screening outcomes in women with and without a first-degree relative with a history of breast cancer." International Journal of Cancer, vol. 138, no. 7, 2016, pp. 1619-25. |
| Onega T, Lee CI, Benkeser D, Alford-Teaster J, Haas JS, Tosteson AN, Hill D, Shi X, Henderson LM, Hubbard RA. "Travel Burden to Breast MRI and Utilization: Are Risk and Sociodemographics Related?." Journal of the American College of Radiology, vol. 13, no. 6, 2016, pp. 611-9. |
| Hubbard RA, Lange J, Zhang Y, Salim BA, Stroud JR, Inoue LY. "Using semi-Markov processes to study timeliness and tests used in the diagnostic evaluation of suspected breast cancer." Statistics in Medicine, vol. 35, no. 27, 2016, pp. 4980-4993. |
| Fenton JJ, Onega T, Zhu W, Balch S, Smith-Bindman R, Henderson L, Sprague BL, Kerlikowske K, Hubbard RA. "Validation of a Medicare Claims-based Algorithm for Identifying Breast Cancers Detected at Screening Mammography." Medical Care, vol. 54, no. 3, 2016, pp. e15-22. |
| Spangler L, Ichikawa LE, Hubbard RA, Operskalski B, LaCroix AZ, Ott SM, Scholes D. "A comparison of self-reported oral contraceptive use and automated pharmacy data in perimenopausal and early postmenopausal women." Annals of Epidemiology, vol. 25, no. 1, 2015, pp. 55-9. |
| 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. |
| Calip GS, Hubbard RA, Stergachis A, Malone KE, Gralow JR, Boudreau DM. "Adherence to oral diabetes medications and glycemic control during and following breast cancer treatment." Pharmacoepidemiology and Drug Safety, vol. 24, no. 1, 2015, pp. 75-85. |
| Lee CI, Bogart A, Hubbard RA, Obadina ET, Hill DA, Haas JS, Tosteson AN, Alford-Teaster JA, Sprague BL, DeMartini WB, Lehman CD, Onega TL. "Advanced Breast Imaging Availability by Screening Facility Characteristics." Academic Radiology, vol. 22, no. 7, 2015, pp. 846-52. |
| Gray SL, Anderson M, Hubbard R. "Anticholinergic Use With Incident Dementia--Reply." JAMA Internal Medicine, vol. 175, no. 9, 2015, pp. 1577. |
| Chubak J, Hubbard RA, Johnson E, Kamineni A, Rutter CM. "Assessing the effectiveness of a cancer screening test in the presence of another screening modality." Journal of medical screening, vol. 22, no. 2, 2015, pp. 69-75. |
| Tom SE, Hubbard RA, Crane PK, Haneuse SJ, Bowen J, McCormick WC, McCurry S, Larson EB. "Characterization of dementia and Alzheimer's disease in an older population: updated incidence and life expectancy with and without dementia." American Journal of Public Health, vol. 105, no. 2, 2015, pp. 408-13. |
| Hubbard RA, Benjamin-Johnson R, Onega T, Smith-Bindman R, Zhu W, Fenton JJ. "Classification accuracy of claims-based methods for identifying providers failing to meet performance targets." Statistics in Medicine, vol. 34, no. 1, 2015, pp. 93-105. |
| Kemp Jacobsen K, Abraham L, Buist DS, Hubbard RA, O'Meara ES, Sprague BL, Kerlikowske K, Vejborg I, Von Euler-Chelpin M, Njor SH. "Comparison of cumulative false-positive risk of screening mammography in the United States and Denmark." Cancer Epidemiology, vol. 39, no. 4, 2015, pp. 656-63. |
| Gray SL, Anderson ML, Dublin S, Hanlon JT, Hubbard R, Walker R, Yu O, Crane PK, Larson EB. "Cumulative use of strong anticholinergics and incident dementia: a prospective cohort study." JAMA Internal Medicine, vol. 175, no. 3, 2015, pp. 401-7. |
| 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. |
| Lee JM, Buist DS, Houssami N, Dowling EC, Halpern EF, Gazelle GS, Lehman CD, Henderson LM, Hubbard RA. "Five-year risk of interval-invasive second breast cancer." JNCI Journal of the National Cancer Institute, vol. 107, no. 7, 2015. |
| Hubbard RA, Zhu W, Balch S, Onega T, Fenton JJ. "Identification of abnormal screening mammogram interpretation using Medicare claims data." Health Serv Res, vol. 50, no. 1, 2015, pp. 290-304. |
| Henderson LM, Hubbard RA, Sprague BL, Zhu W, Kerlikowske K. "Increased Risk of Developing Breast Cancer after a False-Positive Screening Mammogram." Cancer Epidemiology Biomarkers & Prevention, vol. 24, no. 12, 2015, pp. 1882-9. |
| Dublin S, Walker RL, Gray SL, Hubbard RA, Anderson ML, Yu O, Crane PK, Larson EB. "Prescription Opioids and Risk of Dementia or Cognitive Decline: A Prospective Cohort Study." Journal of the American Geriatrics Society, vol. 63, no. 8, 2015, pp. 1519-26. |
| 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. |
| Etzioni R, Xia J, Hubbard R, Weiss NS, Gulati R. "A reality check for overdiagnosis estimates associated with breast cancer screening." JNCI Journal of the National Cancer Institute, vol. 106, no. 12, 2014. |
| Stout NK, Lee SJ, Schechter CB, Kerlikowske K, Alagoz O, Berry D, Buist DS, Cevik M, Chisholm G, de Koning HJ, Huang H, Hubbard RA, Miglioretti DL, Munsell MF, Trentham-Dietz A, van Ravesteyn NT, Tosteson AN, Mandelblatt JS. "Benefits, harms, and costs for breast cancer screening after US implementation of digital mammography." JNCI Journal of the National Cancer Institute, vol. 106, no. 6, 2014, pp. dju092. |
| Fenton JJ, Zhu W, Balch S, Smith-Bindman R, Fishman P, Hubbard RA. "Distinguishing screening from diagnostic mammograms using Medicare claims data." Medical Care, vol. 52, no. 7, 2014, pp. e44-51. |
| Henrikson NB, Anderson ML, Hubbard RA, Fishman P, Grossman DC. "Employee knowledge of value-based insurance design benefits." American Journal of Preventive Medicine, vol. 47, no. 2, 2014, pp. 115-22. |
| 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. |
| Kerlikowske K, Hubbard R, Tosteson AN. "Higher mammography screening costs without appreciable clinical benefit: the case of digital mammography." JNCI Journal of the National Cancer Institute, vol. 106, no. 8, 2014. |
| 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. |
| Calip GS, Malone KE, Gralow JR, Stergachis A, Hubbard RA, Boudreau DM. "Metabolic syndrome and outcomes following early-stage breast cancer." Breast cancer research and treatment, vol. 148, no. 2, 2014, pp. 363-77. |
| Dublin S, Anderson ML, Heckbert SR, Hubbard RA, Sonnen JA, Crane PK, Montine TJ, Larson EB. "Neuropathologic changes associated with atrial fibrillation in a population-based autopsy cohort." The Journals of Gerontology: Series A, vol. 69, no. 5, 2014, pp. 609-15. |
| Wernli KJ, Hubbard RA, Johnson E, Chubak J, Kamineni A, Green BB, Rutter CM. "Patterns of colorectal cancer screening uptake in newly eligible men and women." Cancer Epidemiology Biomarkers & Prevention, vol. 23, no. 7, 2014, pp. 1230-7. |
| Onega T, Weiss J, Kerlikowske K, Wernli K, Buist DS, Henderson LM, Goodrich M, Alford-Teaster J, Virnig B, Tosteson AN, DeMartini W, Hubbard R. "The influence of race/ethnicity and place of service on breast reconstruction for Medicare beneficiaries with mastectomy." SpringerPlus, vol. 3, 2014, pp. 416. |
| Hubbard RA, Miglioretti DL. "A semiparametric censoring bias model for estimating the cumulative risk of a false-positive screening test under dependent censoring." Biometrics, vol. 69, no. 1, 2013, pp. 245-53. |
| Ding VY, Hubbard RA, Rutter CM, Simon GE. "Assessing the accuracy of profiling methods for identifying top providers: performance of mental health care providers." Health Services and Outcomes Research Methodology, vol. 13, no. 1, 2013, pp. 1-17. |
| 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. |
| Gill DP, Hubbard RA, Koepsell TD, Borrie MJ, Petrella RJ, Knopman DS, Kukull WA. "Differences in rate of functional decline across three dementia types." Alzheimer's & Dementia, vol. 9, no. 5 Suppl, 2013, pp. S63-71. |
| 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. |
| Crane PK, Walker R, Hubbard RA, Li G, Nathan DM, Zheng H, Haneuse S, Craft S, Montine TJ, Kahn SE, McCormick W, McCurry SM, Bowen JD, Larson EB. "Glucose levels and risk of dementia." New England Journal of Medicine, vol. 369, no. 6, 2013, pp. 540-8. |
| 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. |
| Simon GE, Peterson D, Hubbard R. "Is treatment adherence consistent across time, across different treatments and across diagnoses?." General Hospital Psychiatry, vol. 35, no. 2, 2013, pp. 195-201. |
| 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. |
| Kerlikowske K, Zhu W, Hubbard RA, Geller B, Dittus K, Braithwaite D, Wernli KJ, Miglioretti DL, O'Meara ES, Breast Cancer Surveillance Consortium. "Outcomes of screening mammography by frequency, breast density, and postmenopausal hormone therapy." JAMA Internal Medicine, vol. 173, no. 9, 2013, pp. 807-16. |
| Imel ZE, Hubbard RA, Rutter CM, Simon G. "Patient-rated alliance as a measure of therapist performance in two clinical settings." Journal of Consulting and Clinical Psychology, vol. 81, no. 1, 2013, pp. 154-65. |
| Braithwaite D, Zhu W, Hubbard RA, O'Meara ES, Miglioretti DL, Geller B, Dittus K, Moore D, Wernli KJ, Mandelblatt J, Kerlikowske K, Breast Cancer Surveillance Consortium. "Screening outcomes in older US women undergoing multiple mammograms in community practice: does interval, age, or comorbidity score affect tumor characteristics or false positive rates?." JNCI Journal of the National Cancer Institute, vol. 105, no. 5, 2013, pp. 334-41. |
| Hubbard RA, Johnson E, Hsia R, Rutter CM. "The cumulative risk of false-positive fecal occult blood test after 10 years of colorectal cancer screening." Cancer Epidemiology Biomarkers & Prevention, vol. 22, no. 9, 2013, pp. 1612-9. |
| Roman M, Hubbard RA, Sebuodegard S, Miglioretti DL, Castells X, Hofvind S. "The cumulative risk of false-positive results in the Norwegian Breast Cancer Screening Program: updated results." Cancer, vol. 119, no. 22, 2013, pp. 3952-8. |
| Goldman LE, Walker R, Hubbard R, Kerlikowske K, Breast Cancer Surveillance Consortium. "Timeliness of abnormal screening and diagnostic mammography follow-up at facilities serving vulnerable women." Medical Care, vol. 51, no. 4, 2013, pp. 307-14. |
| 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. |
| Simon GE, Ding V, Hubbard R, Fishman P, Ludman E, Morales L, Operskalski B, Savarino J. "Early dropout from psychotherapy for depression with group- and network-model therapists." Administration and Policy in Mental Health and Mental Health Services Research, vol. 39, no. 6, 2012, pp. 440-7. |
| Hubbard RA, Zhu W, Onega TL, Fishman P, Henderson LM, Tosteson AN, Buist DS. "Effects of digital mammography uptake on downstream breast-related care among older women." Medical Care, vol. 50, no. 12, 2012, pp. 1053-9. |
| Chaudhari M, Hubbard R, Reid RJ, Inge R, Newton KM, Spangler L, Barlow WE. "Evaluating components of dental care utilization among adults with diabetes and matched controls via hurdle models." BMC oral health, vol. 12, 2012, pp. 20. |
| Fenton JJ, Zhu W, Balch S, Smith-Bindman R, Lindfors KK, Hubbard RA. "External validation of Medicare claims codes for digital mammography and computer-aided detection." Cancer Epidemiology Biomarkers & Prevention, vol. 21, no. 8, 2012, pp. 1344-7. |
| Fishman PA, Ding V, Hubbard R, Ludman EJ, Pabiniak C, Stewart C, Morales L, Simon GE. "Impact of deductibles on initiation and continuation of psychotherapy for treatment of depression." Health Serv Res, vol. 47, no. 4, 2012, pp. 1561-79. |
| Chubak J, Anderson ML, Saunders KW, Hubbard RA, Tuzzio L, Liss DT, Morales LS, Reid RJ. "Predictors of 1-year change in patient activation in older adults with diabetes mellitus and heart disease." Journal of the American Geriatrics Society, vol. 60, no. 7, 2012, pp. 1316-21. |
| Yasmeen S, Hubbard RA, Romano PS, Zhu W, Geller BM, Onega T, Yankaskas BC, Miglioretti DL, Kerlikowske K. "Risk of advanced-stage breast cancer among older women with comorbidities." Cancer Epidemiology Biomarkers & Prevention, vol. 21, no. 9, 2012, pp. 1510-9. |
| Hubbard RA, Zhou XH. "A comparison of non-homogeneous Markov regression models with application to Alzheimer's disease progression." Journal of applied statistics, vol. 38, no. 10, 2011, pp. 2313-2326. |
| Kerlikowske K, Hubbard RA, Miglioretti DL, Geller BM, Yankaskas BC, Lehman CD, Taplin SH, Sickles EA, Breast Cancer Surveillance Consortium. "Comparative effectiveness of digital versus film-screen mammography in community practice in the United States: a cohort study." Annals of Internal Medicine, vol. 155, no. 8, 2011, pp. 493-502. |
| 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. |
| Hubbard R, Kerlikowske K, Buist D, Yankaskas B. "Evaluation of breast cancer screening strategies must be based on comparison of harms and benefits." American Journal of Roentgenology, vol. 197, no. 4, 2011, pp. W793; author reply 794. |
| 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. |
| Burn AK, Herring SW, Hubbard R, Zink K, Rafferty K, Lieberman DE. "Dietary consistency and the midline sutures in growing pigs." Orthodontics & craniofacial research, vol. 13, no. 2, 2010, pp. 106-13. |
| Horne DJ, Hubbard R, Narita M, Exarchos A, Park DR, Goss CH. "Factors associated with mortality in patients with tuberculosis." BMC infectious diseases, vol. 10, 2010, pp. 258. |
| 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. |
| Hubbard RA, Inoue LY, Diehr P. "Joint modeling of self-rated health and changes in physical functioning." Journal of the American Statistical Association, vol. 104, no. 487, 2009, pp. 912. |
| 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. |
| Hubbard, R. A., Inoue, L. Y. T., Fann, J. R. "Modeling Nonhomogeneous Markov Processes via Time Transformation." Biometrics, vol. 64, no. 3, 2007, pp. 843-850. |
| 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
| PHP 2605 - Generalized Linear Models |
| PHP 2950 - Doctoral Seminar in Public Health |
