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Nine years of comparative effectiveness research education and training: initiative supported by the PhRMA Foundation [PDF]
The term comparative effectiveness research (CER) took center stage with passage of the American Recovery and Reinvestment Act (2009). The companion US$1.1 billion in funding prompted the launch of initiatives to train the scientific workforce capable of
Michael D Murray +19 more
core +1 more source
Background In the highly competitive environment of academic medicine, junior faculty investigators face high attrition rates due to challenges in finding effective mentorship, securing grant funding, and obtaining resources to support their career ...
John Paul Spence +4 more
doaj +1 more source
Resuming elective surgical services in times of COVID-19 infection
The consequences of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus have been devastating to the healthcare system.As the positive effects of social distancing, mandatory masking, and societal lockdown on the spread of the disease ...
Raul Coimbra +3 more
doaj +1 more source
Comparing the effectiveness of employment subsidies [PDF]
This paper examines the implications of different types of employment subsidies for employment, welfare, and inequality. It investigates how these effects depend on what target groups the subsidies address. Our analysis focuses on policies that are "approximately welfare efficient" (AWE), i.e.
Brown, Alessio J G +2 more
openaire +7 more sources
Introduction Given the serious health consequences of discontinuing antiretroviral therapy, randomised control trials of interventions to improve retention in care may be warranted.
R Scott Braithwaite +2 more
doaj +1 more source
The machine learning community has become alert to the ways that predictive algorithms can inadvertently introduce unfairness in decision-making.
Jessica K. Paulus, David M. Kent
doaj +1 more source
Background. Invasive infection remains a dangerous complication of heart transplantation (HT). No objectively defined set of clinical risk factors has been established to reliably predict infection in HT.
Whitney A. Perry, MD, MS +4 more
doaj +1 more source
The Hazards of Comparative Effectiveness When We Cannot Effectively Compare
According to the Agency for Health Care Research and Quality, “comparative effectiveness research is designed to inform health-care decisions by providing evidence on the effectiveness, benefits, and harms of different treatment options” ([1][1]).
Richard A, Lange, L David, Hillis
openaire +2 more sources
Predictive approaches to heterogeneous treatment effects: a scoping review
Background Recent evidence suggests that there is often substantial variation in the benefits and harms across a trial population. We aimed to identify regression modeling approaches that assess heterogeneity of treatment effect within a randomized ...
Alexandros Rekkas +7 more
doaj +1 more source
Performance metrics for models designed to predict treatment effect
Background Measuring the performance of models that predict individualized treatment effect is challenging because the outcomes of two alternative treatments are inherently unobservable in one patient.
C. C. H. M. Maas +5 more
doaj +1 more source

