An introduction to inverse probability of treatment weighting in observational research

NC Chesnaye, VS Stel, G Tripepi… - Clinical kidney …, 2022 - academic.oup.com
In this article we introduce the concept of inverse probability of treatment weighting (IPTW)
and describe how this method can be applied to adjust for measured confounding in …

Axes of a revolution: challenges and promises of big data in healthcare

S Shilo, H Rossman, E Segal - Nature medicine, 2020 - nature.com
Health data are increasingly being generated at a massive scale, at various levels of
phenoty** and from different types of resources. Concurrent with recent technological …

Tutorial on directed acyclic graphs

JC Digitale, JN Martin, MM Glymour - Journal of Clinical Epidemiology, 2022 - Elsevier
Directed acyclic graphs (DAGs) are an intuitive yet rigorous tool to communicate about
causal questions in clinical and epidemiologic research and inform study design and …

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 …

A framework for descriptive epidemiology

CR Lesko, MP Fox, JK Edwards - American journal of …, 2022 - academic.oup.com
In this paper, we propose a framework for thinking through the design and conduct of
descriptive epidemiologic studies. A well-defined descriptive question aims to quantify and …

Depression and post-traumatic stress during major social unrest in Hong Kong: a 10-year prospective cohort study

MY Ni, XI Yao, KSM Leung, C Yau, CMC Leung, P Lun… - The Lancet, 2020 - thelancet.com
Summary Background Hong Kong has been embroiled in increasingly violent social unrest
since June, 2019. We examined the associated population mental health burden, risk …

Family life in lockdown

P Biroli, S Bosworth, M Della Giusta… - Frontiers in …, 2021 - frontiersin.org
The lockdown imposed following the COVID-19 pandemic of spring 2020 dramatically
changed the daily lives and routines of millions of people worldwide. We analyze how such …

Prevalence of maternal mental illness among children and adolescents in the UK between 2005 and 2017: a national retrospective cohort analysis

KM Abel, H Hope, E Swift, R Parisi… - The Lancet Public …, 2019 - thelancet.com
Background Little information exists about the prevalence of children exposed to maternal
mental illness. We aimed to estimate the prevalence of children and adolescents exposed to …

Association of long-term exposure to particulate air pollution with cardiovascular events in California

SE Alexeeff, K Deosaransingh… - JAMA Network …, 2023 - jamanetwork.com
Importance Long-term exposure to fine particulate air pollution (PM 2.5) is a known risk
factor for cardiovascular events, but controversy remains as to whether the current National …

A longitudinal study of eating behaviours in childhood and later eating disorder behaviours and diagnoses

M Herle, B De Stavola, C Hübel… - The British Journal of …, 2020 - cambridge.org
BackgroundEating behaviours in childhood are considered as risk factors for eating disorder
behaviours and diagnoses in adolescence. However, few longitudinal studies have …