Methods to address confounding and other biases in meta-analyses: review and recommendations

MB Mathur, TJ VanderWeele - Annual review of public health, 2022 - annualreviews.org
Meta-analyses contribute critically to cumulative science, but they can produce misleading
conclusions if their constituent primary studies are biased, for example by unmeasured …

Using propensity scores to estimate effects of treatment initiation decisions: state of the science

M Webster‐Clark, T Stürmer, T Wang… - Statistics in …, 2021 - Wiley Online Library
Confounding can cause substantial bias in nonexperimental studies that aim to estimate
causal effects. Propensity score methods allow researchers to reduce bias from measured …

Collider bias undermines our understanding of COVID-19 disease risk and severity

GJ Griffith, TT Morris, MJ Tudball, A Herbert… - Nature …, 2020 - nature.com
Numerous observational studies have attempted to identify risk factors for infection with
SARS-CoV-2 and COVID-19 disease outcomes. Studies have used datasets sampled from …

Body mass index and risk for intubation or death in SARS-CoV-2 infection: a retrospective cohort study

MR Anderson, J Geleris, DR Anderson… - Annals of internal …, 2020 - acpjournals.org
Background: Obesity is a risk factor for pneumonia and acute respiratory distress syndrome.
Objective: To determine whether obesity is associated with intubation or death …

Outcome-wide longitudinal designs for causal inference: a new template for empirical studies

TJ VanderWeele, MB Mathur, Y Chen - 2020 - projecteuclid.org
Outcome-Wide Longitudinal Designs for Causal Inference: A New Template for Empirical
Studies Page 1 Statistical Science 2020, Vol. 35, No. 3, 437–466 https://doi.org/10.1214/19-STS728 …

Timing and severity of COVID-19 during pregnancy and risk of preterm birth in the International Registry of Coronavirus Exposure in Pregnancy

LH Smith, CY Dollinger, TJ VanderWeele… - BMC pregnancy and …, 2022 - Springer
Background Studies of preterm delivery after COVID-19 are often subject to selection bias
and do not distinguish between early vs. late infection in pregnancy, nor between …

Patterns of item nonresponse behaviour to survey questionnaires are systematic and associated with genetic loci

G Mignogna, CE Carey, R Wedow, N Baya… - Nature Human …, 2023 - nature.com
Response to survey questionnaires is vital for social and behavioural research, and most
analyses assume full and accurate response by participants. However, nonresponse is …

Tea consumption and all-cause and cause-specific mortality in the UK Biobank: a prospective cohort study

M Inoue-Choi, Y Ramirez, MC Cornelis… - Annals of Internal …, 2022 - acpjournals.org
Background: Tea is frequently consumed worldwide, but the association of tea drinking with
mortality risk remains inconclusive in populations where black tea is the main type …

Genetic predictors of participation in optional components of UK Biobank

J Tyrrell, J Zheng, R Beaumont, K Hinton… - Nature …, 2021 - nature.com
Large studies such as UK Biobank are increasingly used for GWAS and Mendelian
randomization (MR) studies. However, selection into and dropout from studies may bias …

Patterns of e-cigarette use and subsequent cigarette smoking cessation over 2 years (2013/2014–2015/2016) in the population assessment of tobacco and health …

AM Glasser, M Vojjala, J Cantrell… - Nicotine and …, 2021 - academic.oup.com
Introduction Understanding the population impact of e-cigarettes requires determining their
effect on cigarette smoking cessation. Methods Using the US Population Assessment of …