Toward a clearer definition of selection bias when estimating causal effects

H Lu, SR Cole, CJ Howe, D Westreich - Epidemiology, 2022 - journals.lww.com
Selection bias remains a subject of controversy. Existing definitions of selection bias are
ambiguous. To improve communication and the conduct of epidemiologic research focused …

Extending inferences from a randomized trial to a target population

IJ Dahabreh, MA Hernán - European journal of epidemiology, 2019 - Springer
In this issue, Weiss discusses “generalizing” inferences from randomized trials to other
populations [1]. However, he does not explicitly define what “generalizing” means, assumes …

A Comprehensive Review and Tutorial on Confounding Adjustment Methods for Estimating Treatment Effects Using Observational Data

AX Shi, PN Zivich, H Chu - Applied Sciences, 2024 - mdpi.com
Controlling for confounding bias is crucial in causal inference. Causal inference using data
from observational studies (eg, electronic health records) or imperfectly randomized trials …

[HTML][HTML] Home visits versus fixed-site care by community health workers and child survival: a cluster-randomized trial, Mali

J Liu, E Treleaven, C Whidden, S Doumbia… - Bulletin of the World …, 2024 - ncbi.nlm.nih.gov
Objective To test the effect of proactive home visits by trained community health workers
(CHWs) on child survival. Methods We conducted a two arm, parallel, unmasked cluster …

Generalizing trial evidence to target populations in non-nested designs: Applications to aids clinical trials

F Li, AL Buchanan, SR Cole - Journal of the Royal Statistical …, 2022 - academic.oup.com
Comparative effectiveness evidence from randomized trials may not be directly
generalizable to a target population of substantive interest when, as in most cases, trial …

Photobiomodulation does not provide incremental benefits to patients with knee osteoarthritis who receive a strengthening exercises program: a randomized …

AES Jorge, LO Dantas, F Aburquerque-Sendín… - Brazilian Journal of …, 2023 - Elsevier
Background There is lack of agreement in the literature about the effectiveness of
photobiomodulation (PBM) for reducing pain-related symptoms in patients with knee …

Clinical effectiveness of integrase strand transfer inhibitor–based antiretroviral regimens among adults with human immunodeficiency virus: a collaboration of cohort …

H Lu, SR Cole, D Westreich… - Clinical Infectious …, 2021 - academic.oup.com
Background Integrase strand transfer inhibitor (InSTI)–based regimens are now
recommended as first-line antiretroviral therapy (ART) for adults with human …

Virologic outcomes among adults with HIV using integrase inhibitor-based antiretroviral therapy

H Lu, SR Cole, D Westreich, MG Hudgens, AA Adimora… - AIDS, 2022 - journals.lww.com
Background: Integrase strand transfer inhibitor (InSTI)-based regimens have been
recommended as first-line antiretroviral therapy (ART) for adults with HIV. But data on long …

Effect heterogeneity and variable selection for standardizing causal effects to a target population

A Huitfeldt, SA Swanson, MJ Stensrud… - European journal of …, 2019 - Springer
The participants in randomized trials and other studies used for causal inference are often
not representative of the populations seen by clinical decision-makers. To account for …

A causal inference approach to compare leukaemia treatment outcome in the absence of randomization and with dependent censoring

DP Bernasconi, L Antolini, E Rossi… - International Journal …, 2022 - academic.oup.com
Background One cause of poor outcomes in children of low-income countries affected by
acute lymphoblastic leukaemia (ALL) is loss to follow-up due to abandonment of treatment …