Introduction to computational causal inference using reproducible Stata, R, and Python code: a tutorial

MJ Smith, MA Mansournia, C Maringe… - Statistics in …, 2022 - Wiley Online Library
The main purpose of many medical studies is to estimate the effects of a treatment or
exposure on an outcome. However, it is not always possible to randomize the study …

Emulating a randomised controlled trial with observational data: an introduction to the target trial framework

SA Kutcher, JM Brophy, HR Banack… - Canadian Journal of …, 2021 - Elsevier
Randomised controlled trials (RCTs) are often considered to be the highest quality of
evidence owing to the absence of baseline confounding, the simplicity of analyses, and …

Long-term safety of methylphenidate in children and adolescents with ADHD: 2-year outcomes of the Attention Deficit Hyperactivity Disorder Drugs Use Chronic …

KKC Man, A Häge, T Banaschewski, SK Inglis… - The Lancet …, 2023 - thelancet.com
Background Methylphenidate is the most frequently prescribed medication for the treatment
of ADHD in children and adolescents in many countries. Although many randomised …

Association between prenatal exposure to antipsychotics and attention-deficit/hyperactivity disorder, autism spectrum disorder, preterm birth, and small for gestational …

Z Wang, AYL Chan, D Coghill, P Ip… - JAMA internal …, 2021 - jamanetwork.com
Importance The risk of birth and neurodevelopmental complications with prenatal exposure
to antipsychotics is unclear. Objective To evaluate the association between prenatal …

Associations of apixaban dose with safety and effectiveness outcomes in patients with atrial fibrillation and severe chronic kidney disease

Y Xu, AR Chang, LA Inker, M McAdams-DeMarco… - Circulation, 2023 - Am Heart Assoc
BACKGROUND: Recommendations for apixaban dosing on the basis of kidney function are
inconsistent between the US Food and Drug Administration and European Medicines …

Sodium-containing acetaminophen and cardiovascular outcomes in individuals with and without hypertension

C Zeng, L Rosenberg, X Li, L Djousse… - European Heart …, 2022 - academic.oup.com
Aims Previous studies have found high sodium intake to be associated with increased risks
of cardiovascular disease (CVD) and all-cause mortality among individuals with …

Allopurinol initiation and all-cause mortality among patients with gout and concurrent chronic kidney disease: a population-based cohort study

J Wei, HK Choi, T Neogi, N Dalbeth… - Annals of internal …, 2022 - acpjournals.org
Background: Two recent randomized clinical trials of escalating doses of allopurinol for the
progression of chronic kidney disease (CKD) reported no benefits but potentially increased …

Process guide for inferential studies using healthcare data from routine clinical practice to evaluate causal effects of drugs (PRINCIPLED): considerations from the …

RJ Desai, SV Wang, SK Sreedhara, L Zabotka… - bmj, 2024 - bmj.com
This report proposes a stepwise process covering the range of considerations to
systematically consider key choices for study design and data analysis for non-interventional …

High‐dimensional propensity scores for empirical covariate selection in secondary database studies: planning, implementation, and reporting

JA Rassen, P Blin, S Kloss… - … and Drug Safety, 2023 - Wiley Online Library
Real‐world evidence used for regulatory, payer, and clinical decision‐making requires
principled epidemiology in design and analysis, applying methods to minimize confounding …

Assessment of obesity and cardiometabolic status by integrase inhibitor use in REPRIEVE: a propensity-weighted analysis of a multinational primary cardiovascular …

EM Kileel, J Lo, C Malvestutto, KV Fitch… - Open forum …, 2021 - academic.oup.com
Background Emerging data demonstrate that the use of integrase inhibitor (INSTI)-based
antiretroviral treatment (ART) is associated with increased weight, but the cardiometabolic …