Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs

T Stürmer, R Wyss, RJ Glynn… - Journal of internal …, 2014 - Wiley Online Library
Abstract Treatment effects, especially when comparing two or more therapeutic alternatives
as in comparative effectiveness research, are likely to be heterogeneous across age …

A comparison of 12 algorithms for matching on the propensity score

PC Austin - Statistics in medicine, 2014 - Wiley Online Library
Propensity‐score matching is increasingly being used to reduce the confounding that can
occur in observational studies examining the effects of treatments or interventions on …

Metrics for covariate balance in cohort studies of causal effects

JM Franklin, JA Rassen, D Ackermann… - Statistics in …, 2014 - Wiley Online Library
Inferring causation from non‐randomized studies of exposure requires that exposure groups
can be balanced with respect to prognostic factors for the outcome. Although there is broad …

Long-term follow-up of elective chronic total coronary occlusion angioplasty: analysis from the UK Central Cardiac Audit Database

S George, J Cockburn, TC Clayton, P Ludman… - Journal of the American …, 2014 - jacc.org
Background: Chronic total occlusion (CTO) is common, being reported in 18% to 30% of
patients undergoing coronary angiography. Percutaneous coronary intervention (PCI) is …

The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score

R Wyss, AR Ellis, MA Brookhart… - American journal of …, 2014 - academic.oup.com
The covariate-balancing propensity score (CBPS) extends logistic regression to
simultaneously optimize covariate balance and treatment prediction. Although the CBPS has …

Long-term outcomes of patients with nonsurgically managed uncomplicated appendicitis

BA McCutcheon, DC Chang, LP Marcus, T Inui… - Journal of the American …, 2014 - Elsevier
Background Emerging literature has supported the safety of nonoperative management of
uncomplicated appendicitis. Study Design Patients with emergent, uncomplicated …

Confounding by indication and related concepts

KS Joseph, A Mehrabadi, S Lisonkova - Current Epidemiology Reports, 2014 - Springer
The term confounding by indication is increasingly used in the literature, although the
concept has lost much of its original meaning. The literature includes instances where …

Combining propensity score‐based stratification and weighting to improve causal inference in the evaluation of health care interventions

A Linden - Journal of evaluation in clinical practice, 2014 - Wiley Online Library
When a randomized controlled trial is not feasible, a key strategy in observational studies is
to ensure that intervention and control groups are comparable on observed characteristics …

Relation of digoxin use in atrial fibrillation and the risk of all-cause mortality in patients≥ 65 years of age with versus without heart failure

M Shah, MA Tsadok, CA Jackevicius, V Essebag… - The American journal of …, 2014 - Elsevier
Previous studies on digoxin use in patients with atrial fibrillation (AF) and the risk of all-
cause mortality found conflicting results. We conducted a population-based, retrospective …

Risk of pneumonia with inhaled corticosteroid versus long-acting bronchodilator regimens in chronic obstructive pulmonary disease: a new-user cohort study

RL DiSantostefano, T Sampson, HV Le, D Hinds… - PLoS …, 2014 - journals.plos.org
Introduction Observational studies using case-control designs have showed an increased
risk of pneumonia associated with inhaled corticosteroid (ICS)-containing medications in …