世界杯下注网站-2022世界杯下注网站

世界杯下注网站-2022世界杯下注网站

Jennifer F. Bobb, PhD

Jennifer Bobb

我对大数据时代科学发现的潜力感到兴奋. With critical scientific thinking and advanced statistical methods, we can leverage rich data sources to improve public health.

Jennifer F. Bobb, PhD

凯撒永久华盛顿健康世界杯下注网站所副生物统计世界杯下注网站

Biography

Jennifer Bobb, PhD, 旨在应用严格的统计方法来解决公共卫生中的重要问题. 她对统计问题感兴趣,当数据最初不是为了世界杯下注网站目的而收集时,就会发生统计问题, such as administrative claims data or electronic health records (EHRs), 是否用于解决与临床实践和卫生政策相关的科学问题.

At 2022世界杯下注网站 Washington Health Research Institute (KPWHRI), Dr. Bobb collaborates with scientists across a broad range of research areas, including mental and behavioral health and social determinants of health. As an investigator with the Health Care Systems Addictions Research Network, 她在华盛顿凯撒医疗机构和其他医疗系统提供实用临床试验的统计领导. These include:

  • 一项实用的鼓励试验评估合作护理模式治疗阿片类药物使用障碍和抑郁症患者, 由国家心理健康世界杯下注网站所资助,作为帮助结束长期成瘾(HEAL)倡议的一部分
  • 在6个不同的卫生系统中进行的一项集群随机实施试验,以评估在初级保健机构中增加阿片类药物使用障碍药物治疗的规划, funded by the National Institute of Drug Abuse

She has also developed statistical guidance 解决利用电子病历数据定义世界杯下注网站资格和结果的实用试验所带来的方法学挑战.

With expertise in environmental biostatistics, Dr. 鲍勃领导了大规模的流行病学调查,世界杯下注网站暴露于极端高温和空气污染对健康的影响. 她开发了灵活的建模方法,用于估计多种污染物混合物对健康的影响,这些方法广泛适用于大量接触可能相互作用或与健康有复杂关系的环境, along with publicly available software implementing these methods. In recent work, she is collaborating on the Moving to Health study, which explores whether changes in the built environment, such as access to healthy foods and walkability, affect long-term weight and diabetes management. 这项世界杯下注网站的工作激发了解决空间混杂和时变健康影响的统计复杂性的新方法.

Dr. Bobb是华盛顿大学生物统计学副教授,也是该杂志的副主编 Biostatistics. 她是美国统计协会(ASA)资助世界杯下注网站委员会的成员,并当选为2024年美国统计协会生物识别科主席. 她还曾担任联邦资助机构的拨款审查员,并在国家会议上教授电子病历数据统计方法的短期课程. Before joining KPWHRI, Dr. Bobb于2012年在约翰霍普金斯大学彭博公共卫生学院完成了生物统计学博士学位, followed by a postdoctoral fellowship at the Harvard T.H. Chan School of Public Health.

SELECT PUBLICATIONS

Bobb JF, Cruz MF, Mooney SJ, Drewnowski A, Arterburn D, Cook AJ (2022). 个人水平暴露流行病学世界杯下注网站中的空间混淆:暴露惩罚样条方法. Journal of the Royal Statistical Society, Series A. 185(3):1271–1293.

Bobb JF, Qiu H, Matthews AG, McCormack J, Bradley KA (2020). 解决集群随机实用试验设计和分析中的识别偏差:一个案例世界杯下注网站. Trials. 21(1):289.
∗ Included in collection on The future of pragmatic trials

Bobb JF, Valeri L, Claus Henn B, Christiani DC, Wright RO, Mazumdar M, Godleski JJ, Coull BA (2015). 多污染物混合物对健康影响的贝叶斯核机回归估计. Biostatistics. 16(3):493–508.

Bobb JF, Obermeyer Z, Wang Y, Dominici F (2014). 老年人因极端高温而入院的病因特异性风险. JAMA. 312(24):2659–2667.
*被国家环境健康科学世界杯下注网站所认可为年度论文之一

Research interests and experience

  • Biostatistics

    Bayesian methods; analysis of observational data; pragmatic trial design and analysis; analysis of spatial-temporal data

    Health Services & Economics

    Biostatistics; implementation science

  • Mental Health

    Biostatistics; behavioral health; alcohol and substance use disorders

    Social Determinants of Health

    Biostatistics; built environment

  • Environmental Health

    Health effects of air pollution, extreme weather events; statistical methods for complex environmental mixtures

  • Addictions

    Prevention and treatment

Recent publications

Qiu H, Cook AJ, Bobb JF. 在具有协变量调整的广义线性混合模型下,评估具有少量聚类的聚类随机试验的检验:一项模拟世界杯下注网站. Stat Med. 2023 Nov 7. doi: 10.1002/sim.9950. Online ahead of print. PubMed

Wartko PD, Bobb JF, Boudreau DM, Matthews AG, McCormack J, Lee AK, Qiu H, Yu O, Hyun N, Idu AE, Campbell CI, Saxon AJ, Liu DS, Altschuler A, Samet JH, Labelle CT, Zare-Mehrjerdi M, Stotts AL, Braciszewski JM, Murphy MT, Dryden D, Arnsten JH, Cunningham CO, Horigian VE, Szapocznik J, Glass JE, Caldeiro RM, Phillips RC, Shea M, Bart G, Schwartz RP, McNeely J, Liebschutz JM, Tsui JI, Merrill JO, Lapham GT, Addis M, Bradley KA; PROUD Trial Collaborators; Ghiroli MM, Hamilton LK, Hu Y, LaHue JS, Loree AM, Murphy SM, Northrup TF, Shmueli-Blumberg D, Silva AJ, Weinstein ZM, Wong MT, Burganowski RP. 阿片类药物使用障碍治疗的护理管理:PROUD集群随机临床试验. JAMA Intern Med. 2023 Oct 30:e235701. doi: 10.1001/jamainternmed.2023.5701. [Epub ahead of print]. PubMed

Lapham GT, Matson TE, Bobb JF, Luce C, Oliver MM, Hamilton LK, Bradley KA. 在娱乐性大麻使用合法的美国一个州,成年人中大麻使用障碍的流行程度和使用原因. JAMA Netw Open. 2023 Aug 1;6(8):e2328934. doi: 10.1001/jamanetworkopen.2023.28934. PubMed

Hallgren KA, Jack HE, Oliver M, Berger D, Bobb JF, Kivlahan DR, Bradley KA. 常规健康检查报告的饮酒量变化与抑郁症状的变化有关. Alcohol (Hanover). 2023;47(6):1132-1142. doi: 10.1111/acer.15075. Epub 2023 Jun 16. PubMed

Lee AK, Bobb JF, Richards JE, Achtmeyer CE, Ludman E, Oliver M, Caldeiro RM, Parrish R, Lozano PM, Lapham GT, Williams EC, Glass JE, Bradley KA. 将酒精相关预防和治疗纳入初级保健:一项集群随机实施试验. JAMA Intern Med. 2023 Apr 1;183(4):e227083. doi: 10.1001/jamainternmed.2022.7083. PubMed

Jack HE, Oliver MM, Berger DB, Bobb JF, Bradley KA, Hallgren KA. 在初级保健人群中,不健康饮酒的临床测量与随后一年的住院率之间的关系. Drug Alcohol Depend. 2023 Apr 1;245:109821. doi: 10.1016/j.drugalcdep.2023.109821. Epub 2023 Feb 24. PubMed

 

Research

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Increasing opioid use disorder treatment in primary care

KPWHRI世界杯下注网站人员领导的一项试验发现,增加护士护理经理可以帮助更多的人获得所需的治疗.

Research

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Better care for patients who drink alcohol

一种新的初级保健方法改善了与酒精有关的预防保健以及对酒精使用障碍的护理.

Research roundup

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What's new in cannabis use research?

KPWHRI的Kiel, Matson和Lapham世界杯下注网站了初级保健中妊娠和筛查的使用.

New findings

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Research roundup on natural language processing and machine learning

使用医生的笔记来了解药物反应、痴呆和大麻的使用.

Research

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How did the pandemic impact hospital visits with animals?

顶级儿科肿瘤医院报告说,与动物接触的项目发生了持久的变化.