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Jennifer Bobb, PhD

TitleAssociate Investigator
InstitutionKaiser Permanente Washington
DepartmentKaiser Permanente Washington Health Research Institute
Address1730 Minor Ave
Seattle WA 98101
ORCID ORCID Icon0000-0002-4744-5897 Additional info
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    Collapse Overview 
    Collapse overview
    Jennifer Bobb, PhD, aims to apply rigorous statistical methods to address important problems in public health. She is interested in statistical issues that occur when data that were not originally collected for research purposes, such as administrative claims data or electronic health records, are used for addressing scientific questions of relevance to clinical practice and health policy.

    At KPWHRI, Dr. Bobb collaborates with scientists across a broad range of research areas, including studies of aging and cognitive function, women’s health, and behavioral health. As an investigator with the Addictions Research Network, she provides statistical leadership on pragmatic clinical trials at Kaiser Permanente Washington and other health systems. She is the lead statistician on a study to evaluate whether exposure to prescription opioids during early pregnancy increases the risk of neural tube defects, as part of the Medication Exposure in Pregnancy Risk Evaluation Program funded by the Food and Drug Administration (FDA), as well as on the Adult Changes in Thought (ACT) study, a cohort study investigating the factors that contribute to dementia, Alzheimer’s disease, and healthy aging.

    Dr. Bobb also has expertise in environmental biostatistics, where she has led large-scale epidemiological investigations on the health effects of exposure to extreme heat and air pollution and worked with interdisciplinary teams to study the health impact of changing environmental stressors under global climate change. She also developed flexible modeling approaches for estimating the health effects of multi-pollutant mixtures that broadly apply to settings where a large number of exposures may interact or have complex relationships with health, along with publicly available software implementing these methods.

    Dr. Bobb is an affiliate assistant professor in biostatistics at the University of Washington. She is also an associate editor of the journal Biostatistics. She serves on the Regional Advisory Board of the Western North American Region of the International Biometric Society and is a member of the American Statistical Association. Before joining KPWHRI, Dr. Bobb completed her PhD in biostatistics at the Johns Hopkins Bloomberg School of Public Health in 2012, followed by a postdoctoral fellowship at the Harvard T.H. Chan School of Public Health.

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Buszkiewicz JH, Bobb JF, Kapos F, Hurvitz PM, Arterburn D, Moudon AV, Cook A, Mooney SJ, Cruz M, Gupta S, Lozano P, Rosenberg DE, Theis MK, Anau J, Drewnowski A. Differential associations of the built environment on weight gain by sex and race/ethnicity but not age. Int J Obes (Lond). 2021 Aug 27. PMID: 34453098.
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    2. Hallgren KA, Matson TE, Oliver M, Witkiewitz K, Bobb JF, Lee AK, Caldeiro RM, Kivlahan D, Bradley KA. Practical Assessment of Alcohol Use Disorder in Routine Primary Care: Performance of an Alcohol Symptom Checklist. J Gen Intern Med. 2021 Aug 16. PMID: 34398395.
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    3. Chen C, Warrington JA, Dominici F, Peng RD, Esty DC, Bobb JF, Bell ML. Temporal variation in association between short-term exposure to fine particulate matter and hospitalisations in older adults in the USA: a long-term time-series analysis of the US Medicare dataset. Lancet Planet Health. 2021 08; 5(8):e534-e541. PMID: 34390671.
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    4. Zhao Y, Naumova EN, Bobb JF, Claus Henn B, Singh GM. Joint Associations of Multiple Dietary Components With Cardiovascular Disease Risk: A Machine-Learning Approach. Am J Epidemiol. 2021 07 01; 190(7):1353-1365. PMID: 33521815; PMCID: PMC8245893.
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    5. Pocobelli G, Dublin S, Bobb JF, Albertson-Junkans L, Andrade S, Cheetham TC, Salgado G, Griffin MR, Raebel MA, Smith D, Li DK, Pawloski PA, Toh S, Taylor L, Hua W, Horn P, Trinidad JP, Boudreau DM. Prevalence of prescription opioid use during pregnancy in eight US health plans during 2001-2014. Pharmacoepidemiol Drug Saf. 2021 Jun 24. PMID: 34169607.
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    6. Buszkiewicz JH, Bobb JF, Hurvitz PM, Arterburn D, Moudon AV, Cook A, Mooney SJ, Cruz M, Gupta S, Lozano P, Rosenberg DE, Theis MK, Anau J, Drewnowski A. Does the built environment have independent obesogenic power? Urban form and trajectories of weight gain. Int J Obes (Lond). 2021 Sep; 45(9):1914-1924. PMID: 33976378.
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    7. Matson TE, Carrell DS, Bobb JF, Cronkite DJ, Oliver MM, Luce C, Ghitza UE, Hsu CW, Campbell CI, Browne KC, Binswanger IA, Saxon AJ, Bradley KA, Lapham GT. Prevalence of Medical Cannabis Use and Associated Health Conditions Documented in Electronic Health Records Among Primary Care Patients in Washington State. JAMA Netw Open. 2021 May 03; 4(5):e219375. PMID: 33956129; PMCID: PMC8103224.
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    8. Kariuki JK, Gibbs BB, Erickson KI, Kriska A, Sereika S, Ogutu D, Milton H, Wagner L, Rao N, Peralta R, Bobb J, Bermudez A, Hirshfield S, Goetze T, Burke LE. The feasibility and acceptability of a web-based physical activity for the heart (PATH) intervention designed to reduce the risk of heart disease among inactive African Americans: Protocol for a pilot randomized controlled trial. Contemp Clin Trials. 2021 05; 104:106380. PMID: 33798731; PMCID: PMC8180502.
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    9. Tsui JI, Akosile MA, Lapham GT, Boudreau DM, Johnson EA, Bobb JF, Binswanger IA, Yarborough BJH, Glass JE, Rossom RC, Murphy MT, Cunningham CO, Arnsten JH, Thakral M, Saxon AJ, Merrill JO, Samet JH, Bart GB, Campbell CI, Loree AM, Silva A, Stotts AL, Ahmedani B, Braciszewski JM, Hechter RC, Northrup TF, Horigian VE, Bradley KA. Prevalence and Medication Treatment of Opioid Use Disorder Among Primary Care Patients with Hepatitis C and HIV. J Gen Intern Med. 2021 04; 36(4):930-937. PMID: 33569735; PMCID: PMC8041979.
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    10. Campbell CI, Saxon AJ, Boudreau DM, Wartko PD, Bobb JF, Lee AK, Matthews AG, McCormack J, Liu DS, Addis M, Altschuler A, Samet JH, LaBelle CT, Arnsten J, Caldeiro RM, Borst DT, Stotts AL, Braciszewski JM, Szapocznik J, Bart G, Schwartz RP, McNeely J, Liebschutz JM, Tsui JI, Merrill JO, Glass JE, Lapham GT, Murphy SM, Weinstein ZM, Yarborough BJH, Bradley KA. PRimary Care Opioid Use Disorders treatment (PROUD) trial protocol: a pragmatic, cluster-randomized implementation trial in primary care for opioid use disorder treatment. Addict Sci Clin Pract. 2021 01 31; 16(1):9. PMID: 33517894; PMCID: PMC7849121.
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    11. Williams EC, McGinnis KA, Rubinsky AD, Matson TE, Bobb JF, Lapham GT, Edelman EJ, Satre DD, Catz SL, Richards JE, Bryant KJ, Marshall BDL, Kraemer KL, Crystal S, Gordon AJ, Skanderson M, Fiellin DA, Justice AC, Bradley KA. Alcohol Use and Antiretroviral Adherence Among Patients Living with HIV: Is Change in Alcohol Use Associated with Change in Adherence? AIDS Behav. 2021 Jan; 25(1):203-214. PMID: 32617778; PMCID: PMC7775874.
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    12. Zanobetti A, Coull BA, Luttmann-Gibson H, van Rossem L, Rifas-Shiman SL, Kloog I, Schwartz JD, Oken E, Bobb JF, Koutrakis P, Gold DR. Ambient Particle Components and Newborn Blood Pressure in Project Viva. J Am Heart Assoc. 2021 01 05; 10(1):e016935. PMID: 33372530; PMCID: PMC7955476.
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    13. Cheetham TC, Dublin S, Pocobelli G, Bobb JF, Andrade S, Hechter RC, Portugal C, Munis M, Albertson-Junkans L, Salgado G, Wong L, Maarup TJ, Carroll K, Griffin MR, Raebel MA, Smith D, Li DK, Pawloski PA, Toh S, Taylor L, Hua W, Dinatale M, Ceresa C, Trinidad JP, Boudreau DM. Validity of diagnosis and procedure codes for identifying neural tube defects in infants. Pharmacoepidemiol Drug Saf. 2020 11; 29(11):1489-1493. PMID: 32929845.
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    14. Bauer JA, Devick KL, Bobb JF, Coull BA, Bellinger D, Benedetti C, Cagna G, Fedrighi C, Guazzetti S, Oppini M, Placidi D, Webster TF, White RF, Yang Q, Zoni S, Wright RO, Smith DR, Lucchini RG, Claus Henn B. Associations of a Metal Mixture Measured in Multiple Biomarkers with IQ: Evidence from Italian Adolescents Living near Ferroalloy Industry. Environ Health Perspect. 2020 09; 128(9):97002. PMID: 32897104; PMCID: PMC7478128.
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    15. Matson TE, Lapham GT, Bobb JF, Johnson E, Richards JE, Lee AK, Bradley KA, Glass JE. Cannabis use, other drug use, and risk of subsequent acute care in primary care patients. Drug Alcohol Depend. 2020 11 01; 216:108227. PMID: 32911133; PMCID: PMC7896808.
      Citations:    
    16. Mooney SJ, Bobb JF, Hurvitz PM, Anau J, Theis MK, Drewnowski A, Aggarwal A, Gupta S, Rosenberg DE, Cook AJ, Shi X, Lozano P, Moudon AV, Arterburn D. Impact of Built Environments on Body Weight (the Moving to Health Study): Protocol for a Retrospective Longitudinal Observational Study. JMIR Res Protoc. 2020 May 19; 9(5):e16787. PMID: 32427111; PMCID: PMC7268006.
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    17. Bobb JF, Qiu H, Matthews AG, McCormack J, Bradley KA. Addressing identification bias in the design and analysis of cluster-randomized pragmatic trials: a case study. Trials. 2020 Mar 23; 21(1):289. PMID: 32293514; PMCID: PMC7092580.
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    18. Boudreau DM, Lapham G, Johnson EA, Bobb JF, Matthews AG, McCormack J, Liu D, Campbell CI, Rossom RC, Binswanger IA, Yarborough BJ, Arnsten JH, Cunningham CO, Glass JE, Murphy MT, Zare M, Hechter RC, Ahmedani B, Braciszewski JM, Horigian VE, Szapocznik J, Samet JH, Saxon AJ, Schwartz RP, Bradley KA. Documented opioid use disorder and its treatment in primary care patients across six U.S. health systems. J Subst Abuse Treat. 2020 03; 112S:41-48. PMID: 32220410; PMCID: PMC7107675.
      Citations:    
    19. Sayre M, Lapham GT, Lee AK, Oliver M, Bobb JF, Caldeiro RM, Bradley KA. Routine Assessment of Symptoms of Substance Use Disorders in Primary Care: Prevalence and Severity of Reported Symptoms. J Gen Intern Med. 2020 04; 35(4):1111-1119. PMID: 31974903; PMCID: PMC7174482.
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    20. Williams EC, Bobb JF, Lee AK, Ludman EJ, Richards JE, Hawkins EJ, Merrill JO, Saxon AJ, Lapham GT, Matson TE, Chavez LJ, Caldeiro R, Greenberg DM, Kivlahan DR, Bradley KA. Effect of a Care Management Intervention on 12-Month Drinking Outcomes Among Patients With and Without DSM-IV Alcohol Dependence at Baseline. J Gen Intern Med. 2019 Dec 10. PMID: 31432438.
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    21. Domingo-Relloso A, Grau-Perez M, Briongos-Figuero L, Gomez-Ariza JL, Garcia-Barrera T, Dueñas-Laita A, Bobb JF, Chaves FJ, Kioumourtzoglou MA, Navas-Acien A, Redon-Mas J, Martin-Escudero JC, Tellez-Plaza M. The association of urine metals and metal mixtures with cardiovascular incidence in an adult population from Spain: the Hortega Follow-Up Study. Int J Epidemiol. 2019 12 01; 48(6):1839-1849. PMID: 31329884; PMCID: PMC6929535.
      Citations:    
    22. Lapham G, Boudreau DM, Johnson EA, Bobb JF, Matthews AG, McCormack J, Liu D, Samet JH, Saxon AJ, Campbell CI, Glass JE, Rossom RC, Murphy MT, Binswanger IA, Yarborough BJH, Bradley KA, PROUD Collaborative Investigators. Prevalence and treatment of opioid use disorders among primary care patients in six health systems. Drug Alcohol Depend. 2020 02 01; 207:107732. PMID: 31835068; PMCID: PMC7158756.
      Citations:    
    23. Richards JE, Bobb JF, Lee AK, Lapham GT, Williams EC, Glass JE, Ludman EJ, Achtmeyer C, Caldeiro RM, Oliver M, Bradley KA. Integration of screening, assessment, and treatment for cannabis and other drug use disorders in primary care: An evaluation in three pilot sites. Drug Alcohol Depend. 2019 08 01; 201:134-141. PMID: 31212213; PMCID: PMC6642904.
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    24. Pettigrew SM, Pan WK, Berky A, Harrington J, Bobb JF, Feingold BJ. In urban, but not rural, areas of Madre de Dios, Peru, adoption of a Western diet is inversely associated with selenium intake. Sci Total Environ. 2019 Oct 15; 687:1046-1054. PMID: 31412442.
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    25. Nelson JC, Ulloa-Pérez E, Bobb JF, Maro JC. Leveraging the entire cohort in drug safety monitoring: part 1 methods for sequential surveillance that use regression adjustment or weighting to control confounding in a multisite, rare event, distributed data setting. J Clin Epidemiol. 2019 08; 112:77-86. PMID: 31108199.
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    26. Williams EC, McGinnis KA, Tate JP, Matson TE, Rubinsky AD, Bobb JF, Lapham GT, Edelman EJ, Catz SL, Satre DD, Bryant KJ, Marshall BDL, Kraemer KL, Bensley KM, Richards JE, Skanderson M, Justice AC, Fiellin DA, Bradley KA. HIV Disease Severity is Sensitive to Temporal Changes in Alcohol Use: A National Study of VA Patients with HIV. J Acquir Immune Defic Syndr. 2019 Apr 15. PMID: 30973541.
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    27. Shortreed SM, Cook AJ, Coley RY, Bobb JF, Nelson JC. Challenges and Opportunities for Using Big Health Care Data to Advance Medical Science and Public Health. Am J Epidemiol. 2019 Mar 16. PMID: 30877288.
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    28. Drewnowski A, Arterburn D, Zane J, Aggarwal A, Gupta S, Hurvitz PM, Moudon AV, Bobb J, Cook A, Lozano P, Rosenberg D. The Moving to Health (M2H) approach to natural experiment research: A paradigm shift for studies on built environment and health. SSM Popul Health. 2019 Apr; 7:100345. PMID: 30656207.
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    29. Marcum ZA, Walker R, Bobb JF, Sin MK, Gray SL, Bowen JD, McCormick W, McCurry SM, Crane PK, Larson EB. Serum Cholesterol and Incident Alzheimer's Disease: Findings from the Adult Changes in Thought Study. J Am Geriatr Soc. 2018 Dec; 66(12):2344-2352. PMID: 30289959.
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    30. Liu SH, Bobb JF, Claus Henn B, Gennings C, Schnaas L, Tellez-Rojo M, Bellinger D, Arora M, Wright RO, Coull BA. Bayesian varying coefficient kernel machine regression to assess neurodevelopmental trajectories associated with exposure to complex mixtures. Stat Med. 2018 Dec 30; 37(30):4680-4694. PMID: 30277584.
      Citations:    
    31. Bobb JF, Claus Henn B, Valeri L, Coull BA. Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression. Environ Health. 2018 08 20; 17(1):67. PMID: 30126431.
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    32. Glass JE, Bobb JF, Lee AK, Richards JE, Lapham GT, Ludman E, Achtmeyer C, Caldeiro RM, Parrish R, Williams EC, Lozano P, Bradley KA. Study protocol: a cluster-randomized trial implementing Sustained Patient-centered Alcohol-related Care (SPARC trial). Implement Sci. 2018 08 06; 13(1):108. PMID: 30081930.
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    33. Sordillo JE, Switkowski KM, Coull BA, Schwartz J, Kloog I, Gibson H, Litonjua AA, Bobb J, Koutrakis P, Rifas-Shiman SL, Oken E, Gold DR. Relation of Prenatal Air Pollutant and Nutritional Exposures with Biomarkers of Allergic Disease in Adolescence. Sci Rep. 2018 Jul 12; 8(1):10578. PMID: 30002468.
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    34. Liu SH, Bobb JF, Lee KH, Gennings C, Claus Henn B, Bellinger D, Austin C, Schnaas L, Tellez-Rojo MM, Hu H, Wright RO, Arora M, Coull BA. Lagged kernel machine regression for identifying time windows of susceptibility to exposures of complex mixtures. Biostatistics. 2018 07 01; 19(3):325-341. PMID: 28968676.
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    35. Yitshak-Sade M, Bobb JF, Schwartz JD, Kloog I, Zanobetti A. The association between short and long-term exposure to PM2.5 and temperature and hospital admissions in New England and the synergistic effect of the short-term exposures. Sci Total Environ. 2018 Oct 15; 639:868-875. PMID: 29929325.
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    36. Williams EC, McGinnis KA, Bobb JF, Rubinsky AD, Lapham GT, Skanderson M, Catz SL, Bensley KM, Richards JE, Bryant KJ, Edelman EJ, Satre DD, Marshall BDL, Kraemer KL, Blosnich JR, Crystal S, Gordon AJ, Fiellin DA, Justice AC, Bradley KA. Changes in alcohol use associated with changes in HIV disease severity over time: A national longitudinal study in the Veterans Aging Cohort. Drug Alcohol Depend. 2018 08 01; 189:21-29. PMID: 29859388.
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    37. Liu SH, Bobb JF, Henn BC, Schnaas L, Tellez-Rojo MM, Gennings C, Arora M, Wright RO, Coull BA, Wand MP. Modeling the health effects of time-varying complex environmental mixtures: Mean field variational Bayes for lagged kernel machine regression. Environmetrics. 2018 Jun; 29(4). PMID: 30686915.
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    38. Bradley KA, Bobb JF, Ludman EJ, Chavez LJ, Saxon AJ, Merrill JO, Williams EC, Hawkins EJ, Caldeiro RM, Achtmeyer CE, Greenberg DM, Lapham GT, Richards JE, Lee AK, Kivlahan DR. Alcohol-Related Nurse Care Management in Primary Care: A Randomized Clinical Trial. JAMA Intern Med. 2018 05 01; 178(5):613-621. PMID: 29582088.
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    39. Hopp S, Dominici F, Bobb JF. Medical diagnoses of heat wave-related hospital admissions in older adults. Prev Med. 2018 05; 110:81-85. PMID: 29428173.
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    40. Bobb JF, Lee AK, Lapham GT, Oliver M, Ludman E, Achtmeyer C, Parrish R, Caldeiro RM, Lozano P, Richards JE, Bradley KA. Evaluation of a Pilot Implementation to Integrate Alcohol-Related Care within Primary Care. Int J Environ Res Public Health. 2017 09 08; 14(9). PMID: 28885557.
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    41. Valeri L, Mazumdar MM, Bobb JF, Claus Henn B, Rodrigues E, Sharif OIA, Kile ML, Quamruzzaman Q, Afroz S, Golam M, Amarasiriwardena C, Bellinger DC, Christiani DC, Coull BA, Wright RO. The Joint Effect of Prenatal Exposure to Metal Mixtures on Neurodevelopmental Outcomes at 20-40 Months of Age: Evidence from Rural Bangladesh. Environ Health Perspect. 2017 06 26; 125(6):067015. PMID: 28669934.
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    42. Bradley KA, Ludman EJ, Chavez LJ, Bobb JF, Ruedebusch SJ, Achtmeyer CE, Merrill JO, Saxon AJ, Caldeiro RM, Greenberg DM, Lee AK, Richards JE, Thomas RM, Matson TE, Williams EC, Hawkins E, Lapham G, Kivlahan DR. Patient-centered primary care for adults at high risk for AUDs: the Choosing Healthier Drinking Options In primary CarE (CHOICE) trial. Addict Sci Clin Pract. 2017 05 17; 12(1):15. PMID: 28514963.
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    43. Williams EC, Lapham GT, Bobb JF, Rubinsky AD, Catz SL, Shortreed SM, Bensley KM, Bradley KA. Documented brief intervention not associated with resolution of unhealthy alcohol use one year later among VA patients living with HIV. J Subst Abuse Treat. 2017 07; 78:8-14. PMID: 28554608.
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    44. Williams EC, Lapham GT, Shortreed SM, Rubinsky AD, Bobb JF, Bensley KM, Catz SL, Richards JE, Bradley KA. Among patients with unhealthy alcohol use, those with HIV are less likely than those without to receive evidence-based alcohol-related care: A national VA study. Drug Alcohol Depend. 2017 05 01; 174:113-120. PMID: 28324813.
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    45. Bobb JF, Ho KK, Yeh RW, Harrington L, Zai A, Liao KP, Dominici F. Time-Course of Cause-Specific Hospital Admissions During Snowstorms: An Analysis of Electronic Medical Records From Major Hospitals in Boston, Massachusetts. Am J Epidemiol. 2017 02 15; 185(4):283-294. PMID: 28137774.
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    46. Valeri L, Patterson-Lomba O, Gurmu Y, Ablorh A, Bobb J, Townes FW, Harling G. Predicting Subnational Ebola Virus Disease Epidemic Dynamics from Sociodemographic Indicators. PLoS One. 2016; 11(10):e0163544. PMID: 27732614.
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    47. Wang Y, Bobb JF, Papi B, Wang Y, Kosheleva A, Di Q, Schwartz JD, Dominici F. Heat stroke admissions during heat waves in 1,916 US counties for the period from 1999 to 2010 and their effect modifiers. Environ Health. 2016 08 08; 15(1):83. PMID: 27503399.
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    48. Johnson S, Bobb JF, Ito K, Savitz DA, Elston B, Shmool JL, Dominici F, Ross Z, Clougherty JE, Matte T. Ambient Fine Particulate Matter, Nitrogen Dioxide, and Preterm Birth in New York City. Environ Health Perspect. 2016 08; 124(8):1283-90. PMID: 26862865.
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    49. Shmool JL, Bobb JF, Ito K, Elston B, Savitz DA, Ross Z, Matte TD, Johnson S, Dominici F, Clougherty JE. Area-level socioeconomic deprivation, nitrogen dioxide exposure, and term birth weight in New York City. Environ Res. 2015 Oct; 142:624-32. PMID: 26318257.
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    50. Savitz DA, Elston B, Bobb JF, Clougherty JE, Dominici F, Ito K, Johnson S, McAlexander T, Ross Z, Shmool JL, Matte TD, Wellenius GA. Ambient Fine Particulate Matter, Nitrogen Dioxide, and Hypertensive Disorders of Pregnancy in New York City. Epidemiology. 2015 Sep; 26(5):748-57. PMID: 26237745.
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    51. Coull BA, Bobb JF, Wellenius GA, Kioumourtzoglou MA, Mittleman MA, Koutrakis P, Godleski JJ. Part 1. Statistical Learning Methods for the Effects of Multiple Air Pollution Constituents. Res Rep Health Eff Inst. 2015 Jun; (183 Pt 1-2):5-50. PMID: 26333238.
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    52. Bobb JF, Valeri L, Claus Henn B, Christiani DC, Wright RO, Mazumdar M, Godleski JJ, Coull BA. Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures. Biostatistics. 2015 Jul; 16(3):493-508. PMID: 25532525.
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    53. Bobb JF, Obermeyer Z, Wang Y, Dominici F. Cause-specific risk of hospital admission related to extreme heat in older adults. JAMA. 2014 Dec 24-31; 312(24):2659-67. PMID: 25536257.
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    54. Bobb JF, Peng RD, Bell ML, Dominici F. Heat-related mortality and adaptation to heat in the United States. Environ Health Perspect. 2014 Aug; 122(8):811-6. PMID: 24780880.
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    55. Savitz DA, Bobb JF, Carr JL, Clougherty JE, Dominici F, Elston B, Ito K, Ross Z, Yee M, Matte TD. Ambient fine particulate matter, nitrogen dioxide, and term birth weight in New York, New York. Am J Epidemiol. 2014 Feb 15; 179(4):457-66. PMID: 24218031.
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    56. Roberts AL, Lyall K, Hart JE, Laden F, Just AC, Bobb JF, Koenen KC, Ascherio A, Weisskopf MG. Perinatal air pollutant exposures and autism spectrum disorder in the children of Nurses' Health Study II participants. Environ Health Perspect. 2013 Aug; 121(8):978-84. PMID: 23816781.
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    57. Bobb JF, Dominici F, Peng RD. Reduced hierarchical models with application to estimating health effects of simultaneous exposure to multiple pollutants. J R Stat Soc Ser C Appl Stat. 2013 May; 62(3). PMID: 24357883.
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    58. Bobb JF, Schwartz BS, Davatzikos C, Caffo B. Cross-sectional and longitudinal association of body mass index and brain volume. Hum Brain Mapp. 2014 Jan; 35(1):75-88. PMID: 23008165.
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    59. Bobb JF, Dominici F, Peng RD. A Bayesian model averaging approach for estimating the relative risk of mortality associated with heat waves in 105 U.S. cities. Biometrics. 2011 Dec; 67(4):1605-16. PMID: 21447046.
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    60. Peng RD, Bobb JF, Tebaldi C, McDaniel L, Bell ML, Dominici F. Toward a quantitative estimate of future heat wave mortality under global climate change. Environ Health Perspect. 2011 May; 119(5):701-6. PMID: 21193384.
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