Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs
Abstract Treatment effects, especially when comparing two or more therapeutic alternatives
as in comparative effectiveness research, are likely to be heterogeneous across age …
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 …
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 …
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 …
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 …
simultaneously optimize covariate balance and treatment prediction. Although the CBPS has …
Long-term outcomes of patients with nonsurgically managed uncomplicated appendicitis
Background Emerging literature has supported the safety of nonoperative management of
uncomplicated appendicitis. Study Design Patients with emergent, uncomplicated …
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 …
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 …
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
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 …
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 …
risk of pneumonia associated with inhaled corticosteroid (ICS)-containing medications in …