Dr. Jennifer Bobb aims to apply rigorous statistical methods to address important problems in public health. Her primary focus has been to develop methods for analyzing large and high-dimensional, observational data in the context of environmental health and epidemiology. 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 questions of causal inference.
Dr. Bobb completed her PhD in biostatistics at the Johns Hopkins Bloomberg School of Public Health in 2012. She then spent three years as a postdoctoral fellow and research associate at the Harvard T.H. Chan School of Public Health. During this time, Dr. Bobb led large-scale epidemiological investigations on the health effects of exposure to extreme heat and air pollution, and she 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.
At GHRI, Dr. Bobb is collaborating with scientists across a broad range of research areas, including studies of aging and cognitive function, women’s health, and behavioral health.
Bayesian methods; analysis of observational data; hierarchical models; analysis of spatial-temporal data.
Health effects of air pollution, extreme weather events, climate change; statistical methods for complex environmental mixtures.
Biostatistics; interventions during pregnancy; environmental exposures during pregnancy.
Biostatistics; depression; dementia; behavioral health.
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 Oct 12;11(10):e0163544. doi: 10.1371/journal.pone.0163544. eCollection 2016. PubMed
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 Aug 8;15(1):83. doi: 10.1186/s12940-016-0167-3. PubMed
Johnson S, Bobb JF, Ito K, Elston B, Matte T, Shmool JLC, Dominici F, Ross Z, McAlexander T, Clougherty JE, Savitz D. Ambient fine particulate matter, nitrogen dioxide, and preterm birth in New York City. Environ Health Perspect. 2016 Aug;124(8):1283-90. doi: 10.1289/ehp.1510266. Epub 2016 Feb 5. PubMed
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. doi: 10.1016/j.envres.2015.08.019.
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;26(5):748-57. doi: 10.1097/EDE.0000000000000349. PubMed
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;16(3):493-508. doi: 10.1093/biostatistics/kxu058. Epub 2014 Dec 22. PubMed
Reuters (syndicated), Jan. 30, 2017
Next week, biostatistician Dr. Jennifer Bobb attends her second symposium for the 30-year Adult Changes in Thought study. Here’s a meeting preview.
Read it in Healthy Findings.
Mental health research excels at linking bad experiences to poor outcomes, writes Dr. Greg Simon. Here’s how to focus on recovery and resilience instead.
Read about it in Healthy Findings.