Elizabeth F. Bair
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Elizabeth F. Bair has a total of 73 co-authors. Here are the top co-authors by number of shared publications:
- Atheendar S. Venkataramani
University of Pennsylvania
4 shared publications - Kristen Underhill
Cornell Law School, 306 Myron Taylor Hall, Ithaca, NY, 14853, USA
2 shared publications - Kristin A. Linn
Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
2 shared publications - Rourke Obrien
Yale University, United States
2 shared publications - Steven Joffe
Department of Medical Ethics & Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
2 shared publications - William J. Ferrell
Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
2 shared publications
Latest Publications
- Open Access
- 19 May 2026
- Published by Elsevier in SSRN Electronic Journal
The Effect of a U=U Nudge on HIV Testing and Linkage to Care among South African Men: A Pragmatic Randomised Controlled Trial
Background: Men living with HIV (MLWHIV) in Sub-Saharan Africa are less likely than women to know their HIV status, initiate and remain on antiretroviral therapy (ART), and achieve viral suppression. This reduces healthy lifespans and threatens epidemic control. Treatment as prevention (TasP) or Undetectable=Untransmittable (U=U) messaging could close this gap. We hypothesized that brief, peer-delivered positive U=U messaging could promote uptake of HIV testing services and linkage to care among MLWHIV. Methods: We conducted a pragmatic cluster-randomised controlled trial of peer-delivered U=U messaging on men’s uptake of community-based HIV testing and ART initiation in South Africa’s Eastern Cape and Western Cape provinces. HIV testing service site-days were randomised to U=U or standard-of-care (SoC) messaging. Trained male peers invited adolescent boys 15 and older and adult men in the vicinity of mobile testing sites to test for HIV, using an invitation script and card. Mobile testing site-days were randomised to either U=U or standard-of-care (SoC) invitation scripts and cards. The primary outcome was clinic- or laboratory-confirmed initiation or reinitiation of ART within 30 days of testing, assessed by intent-to-treat analysis. Findings: Between March 31, 2023 and April 30, 2024, testing site-days were randomised to U=U (200 days, 13,331 invitations) or SoC (209 days, 14,285 invitations). We observed initiation or reinitiation of ART within 30 days of testing in 0.03% of in the U=U arm vs. 0.05% men in the SoC arm (difference: -0.019%) Interpretation: A light-touch, behaviourally informed community-based intervention communicating the concept of U=U to men did not increase ART initiations. As reported in previous trials of similar interventions, U=U messaging alone may not be enough to affect linkage to care after receiving an HIV-positive result. Future research should investigate the mechanisms by which U=U messaging influences behaviour including its role in reducing motivational barriers to testing.
- 19 May 2026
- Published by Elsevier in SSRN Electronic Journal
Open AccessThe Effect of a U=U Nudge on HIV Testing and Linkage to Care among South African Men: A Pragmatic Randomised Controlled Trial
Background: Men living with HIV (MLWHIV) in Sub-Saharan Africa are less likely than women to know their HIV status, initiate and remain on antiretroviral therapy (ART), and achieve viral suppression. This reduces healthy lifespans and threatens epidemic control. Treatment as prevention (TasP) or Undetectable=Untransmittable (U=U) messaging could close this gap. We hypothesized that brief, peer-delivered positive U=U messaging could promote uptake of HIV testing services and linkage to care among MLWHIV. Methods: We conducted a pragmatic cluster-randomised controlled trial of peer-delivered U=U messaging on men’s uptake of community-based HIV testing and ART initiation in South Africa’s Eastern Cape and Western Cape provinces. HIV testing service site-days were randomised to U=U or standard-of-care (SoC) messaging. Trained male peers invited adolescent boys 15 and older and adult men in the vicinity of mobile testing sites to test for HIV, using an invitation script and card. Mobile testing site-days were randomised to either U=U or standard-of-care (SoC) invitation scripts and cards. The primary outcome was clinic- or laboratory-confirmed initiation or reinitiation of ART within 30 days of testing, assessed by intent-to-treat analysis. Findings: Between March 31, 2023 and April 30, 2024, testing site-days were randomised to U=U (200 days, 13,331 invitations) or SoC (209 days, 14,285 invitations). We observed initiation or reinitiation of ART within 30 days of testing in 0.03% of in the U=U arm vs. 0.05% men in the SoC arm (difference: -0.019%) Interpretation: A light-touch, behaviourally informed community-based intervention communicating the concept of U=U to men did not increase ART initiations. As reported in previous trials of similar interventions, U=U messaging alone may not be enough to affect linkage to care after receiving an HIV-positive result. Future research should investigate the mechanisms by which U=U messaging influences behaviour including its role in reducing motivational barriers to testing.
- Open Access
- 23 February 2026
- Published by SAGE Publications in Clinical Trials
- Vol. 23 (3) , 325-335
Stakeholder views about the responsibilities of principal investigators in multicenter randomized controlled trials
Background/Aims: Clinical trials are commonly believed to benefit from the involvement of an academic principal investigator who accepts responsibility for design, conduct, and reporting. Little evidence exists, however, about the importance that diverse stakeholders assign to the principal investigator’s role in leadership of trials. Furthermore, few studies have examined whether and how beliefs about the role of the principal investigator might vary by funding source. Methods: We conducted parallel Delphi panel surveys with seven stakeholder groups (principal investigators, patient advocates, journal editors, public funders, industry representatives, United States Food and Drug Administration officials, and clinical trial cooperative-group chairs) to assess the extent to which respondents believed leadership of a multicenter randomized controlled trial by an academic principal investigator to be important, considering publicly and industry-funded trials separately. We then surveyed an international sample of principal investigators (N = 92) who had recently published a multicenter randomized controlled trial in a high-impact general medical, oncology, cardiovascular, or psychiatry journal to assess their normative views on the importance of the academic principal investigator in leading both publicly and industry-funded trials. Results: Several patterns emerged from the Delphi panel surveys. First, panelists viewed involvement of an identified academic principal investigator as most important at the design and planning and the interpretation and dissemination phases of a trial, as compared with the implementation and data collection phase. Second, panelists generally viewed involvement of an identified academic principal investigator as more important in publicly funded than in industry-funded trials. Finally, panelists representing industry stakeholders and United States Food and Drug Administration officials viewed involvement of an identified academic principal investigator as less important, especially for industry-funded trials, than did other groups. Respondents to the normative principal investigator survey generally endorsed the importance of academic principal investigators in leading multicenter randomized controlled trials, both overall (median rating 6 on the 0–6 point scale) and for trial-specific tasks. Both overall and with respect to specific tasks, however, respondents viewed an academic principal investigator’s leadership as more important when considering publicly funded as compared with industry-funded trials. Conclusion: Although members of most stakeholder groups participating in Delphi surveys view involvement of an academic principal investigator with overall responsibility for a multicenter randomized controlled trial as very important, there are notable differences depending on the respondent’s perspective, the specific trial-related task, and the source of funding for the trial. In addition, principal investigators generally view an academic principal investigator as more important to the validity of a publicly funded multicenter randomized controlled trial than to the that of an industry-funded trial. These findings highlight the need to clarify the real-world practices of clinical trial leadership across diverse settings and to assess how those practices align with widely shared norms.
- 23 February 2026
- Published by SAGE Publications in Clinical Trials
- Vol. 23 (3) , 325-335
Open AccessStakeholder views about the responsibilities of principal investigators in multicenter randomized controlled trials
Background/Aims: Clinical trials are commonly believed to benefit from the involvement of an academic principal investigator who accepts responsibility for design, conduct, and reporting. Little evidence exists, however, about the importance that diverse stakeholders assign to the principal investigator’s role in leadership of trials. Furthermore, few studies have examined whether and how beliefs about the role of the principal investigator might vary by funding source. Methods: We conducted parallel Delphi panel surveys with seven stakeholder groups (principal investigators, patient advocates, journal editors, public funders, industry representatives, United States Food and Drug Administration officials, and clinical trial cooperative-group chairs) to assess the extent to which respondents believed leadership of a multicenter randomized controlled trial by an academic principal investigator to be important, considering publicly and industry-funded trials separately. We then surveyed an international sample of principal investigators (N = 92) who had recently published a multicenter randomized controlled trial in a high-impact general medical, oncology, cardiovascular, or psychiatry journal to assess their normative views on the importance of the academic principal investigator in leading both publicly and industry-funded trials. Results: Several patterns emerged from the Delphi panel surveys. First, panelists viewed involvement of an identified academic principal investigator as most important at the design and planning and the interpretation and dissemination phases of a trial, as compared with the implementation and data collection phase. Second, panelists generally viewed involvement of an identified academic principal investigator as more important in publicly funded than in industry-funded trials. Finally, panelists representing industry stakeholders and United States Food and Drug Administration officials viewed involvement of an identified academic principal investigator as less important, especially for industry-funded trials, than did other groups. Respondents to the normative principal investigator survey generally endorsed the importance of academic principal investigators in leading multicenter randomized controlled trials, both overall (median rating 6 on the 0–6 point scale) and for trial-specific tasks. Both overall and with respect to specific tasks, however, respondents viewed an academic principal investigator’s leadership as more important when considering publicly funded as compared with industry-funded trials. Conclusion: Although members of most stakeholder groups participating in Delphi surveys view involvement of an academic principal investigator with overall responsibility for a multicenter randomized controlled trial as very important, there are notable differences depending on the respondent’s perspective, the specific trial-related task, and the source of funding for the trial. In addition, principal investigators generally view an academic principal investigator as more important to the validity of a publicly funded multicenter randomized controlled trial than to the that of an industry-funded trial. These findings highlight the need to clarify the real-world practices of clinical trial leadership across diverse settings and to assess how those practices align with widely shared norms.
- 1 August 2023
- Published by Health Affairs Publishing, LLC in Health Affairs
- Vol. 42 (8) , 1140-1146
Effects Of An Employee COVID-19 Vaccination Mandate At A Long-Term Care Network
We assessed COVID-19 vaccination and employment status among employees of a long-term care network that announced an employee vaccination mandate on July 29, 2021. The day before the announcement, 1,208 employees were unvaccinated; of these workers, 56.2 percent subsequently were vaccinated, whereas 20.9 percent (3.7 percent of active employees) were terminated because of noncompliance with the mandate.
- 1 August 2023
- Published by Health Affairs Publishing, LLC in Health Affairs
- Vol. 42 (8) , 1140-1146
Effects Of An Employee COVID-19 Vaccination Mandate At A Long-Term Care Network
We assessed COVID-19 vaccination and employment status among employees of a long-term care network that announced an employee vaccination mandate on July 29, 2021. The day before the announcement, 1,208 employees were unvaccinated; of these workers, 56.2 percent subsequently were vaccinated, whereas 20.9 percent (3.7 percent of active employees) were terminated because of noncompliance with the mandate.
- Open Access
- 23 February 2022
- Published by Duke University Press in Demography
- Vol. 59 (2) , 607-628
Death by Robots? Automation and Working-Age Mortality in the United States
The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to “deaths of despair.” Increasing automation—the use of industrial robots to perform tasks previously done by human workers—is one structural force driving the decline of manufacturing jobs and wages. In this study, we examine the impact of automation on age- and sex-specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993–2007 led to substantive increases in all-cause mortality for both men and women aged 45–54. Disaggregating by cause, we find evidence that automation is associated with increases in drug overdose deaths, suicide, homicide, and cardiovascular mortality, although patterns differ by age and sex. We further examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.
- 23 February 2022
- Published by Duke University Press in Demography
- Vol. 59 (2) , 607-628
Open AccessDeath by Robots? Automation and Working-Age Mortality in the United States
The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to “deaths of despair.” Increasing automation—the use of industrial robots to perform tasks previously done by human workers—is one structural force driving the decline of manufacturing jobs and wages. In this study, we examine the impact of automation on age- and sex-specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993–2007 led to substantive increases in all-cause mortality for both men and women aged 45–54. Disaggregating by cause, we find evidence that automation is associated with increases in drug overdose deaths, suicide, homicide, and cardiovascular mortality, although patterns differ by age and sex. We further examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.
- Open Access
- 17 November 2021
- Published by Center for Open Science in SocArXiv
Death by Robots? Automation and Working-Age Mortality in the United States
The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to ‘deaths of despair’. Increasing automation—the use of industrial robots to perform tasks previously done by human workers—is one major structural force driving the decline of manufacturing jobs and wages. In this study we examine the impact of automation on age-sex specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993–2007 led to substantive increases in all-cause mortality for both men and women aged 45-54. Disaggregating by cause, we find evidence automation is associated with increases in drug overdose deaths, suicide, homicide and cardiovascular mortality although patterns differ across age-sex groups. We go on to examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.
- 17 November 2021
- Published by Center for Open Science in SocArXiv
Open AccessDeath by Robots? Automation and Working-Age Mortality in the United States
The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to ‘deaths of despair’. Increasing automation—the use of industrial robots to perform tasks previously done by human workers—is one major structural force driving the decline of manufacturing jobs and wages. In this study we examine the impact of automation on age-sex specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993–2007 led to substantive increases in all-cause mortality for both men and women aged 45-54. Disaggregating by cause, we find evidence automation is associated with increases in drug overdose deaths, suicide, homicide and cardiovascular mortality although patterns differ across age-sex groups. We go on to examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.
- 1 September 2021
- Published by Elsevier in The Journal of the American Dental Association
- Vol. 152 (9) , 747-755
Oral health and oral health care use among able-bodied adults enrolled in Medicaid in Kentucky after Medicaid expansion
- 1 September 2021
- Published by Elsevier in The Journal of the American Dental Association
- Vol. 152 (9) , 747-755
Oral health and oral health care use among able-bodied adults enrolled in Medicaid in Kentucky after Medicaid expansion
- Open Access
- 1 May 2020
- Published by American Medical Association (AMA) in JAMA Network Open
- Vol. 3 (5) , e204579
Association Between State Policies Using Medicaid Exclusions to Sanction Noncompliance With Welfare Work Requirements and Medicaid Participation Among Low-Income Adults
Twenty states have pursued community engagement requirements (ie, work requirements) as a condition for Medicaid eligibility among adults considered able-bodied. Work requirements seek to improve health by incentivizing work,1 but may result in coverage losses.2
- 1 May 2020
- Published by American Medical Association (AMA) in JAMA Network Open
- Vol. 3 (5) , e204579
Open AccessAssociation Between State Policies Using Medicaid Exclusions to Sanction Noncompliance With Welfare Work Requirements and Medicaid Participation Among Low-Income Adults
Twenty states have pursued community engagement requirements (ie, work requirements) as a condition for Medicaid eligibility among adults considered able-bodied. Work requirements seek to improve health by incentivizing work,1 but may result in coverage losses.2
- Open Access
- 1 July 2017
- Published by Elsevier in Genetics in Medicine
- Vol. 19 (7) , 787-795
Assigning clinical meaning to somatic and germ-line whole-exome sequencing data in a prospective cancer precision medicine study
- 1 July 2017
- Published by Elsevier in Genetics in Medicine
- Vol. 19 (7) , 787-795
Open AccessAssigning clinical meaning to somatic and germ-line whole-exome sequencing data in a prospective cancer precision medicine study