High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

S Schneeweiss, JA Rassen, RJ Glynn, J Avorn… - …, 2009 - journals.lww.com
Background: Adjusting for large numbers of covariates ascertained from patients’ health
care claims data may improve control of confounding, as these variables may collectively be …

The comparative safety of analgesics in older adults with arthritis

DH Solomon, JA Rassen, RJ Glynn, J Lee… - Archives of internal …, 2010 - jamanetwork.com
Background The safety of alternative analgesics is unclear. We examined the comparative
safety of nonselective NSAIDs (nsNSAIDs), selective cyclooxygenase 2 inhibitors (coxibs), …

Association of SARS-CoV-2 seropositive antibody test with risk of future infection

RA Harvey, JA Rassen, CA Kabelac… - JAMA internal …, 2021 - jamanetwork.com
Importance Understanding the effect of serum antibodies to severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) on susceptibility to infection is important for identifying at-…

One‐to‐many propensity score matching in cohort studies

JA Rassen, AA Shelat, J Myers… - … and drug safety, 2012 - Wiley Online Library
Background Among the large number of cohort studies that employ propensity score matching,
most match patients 1:1. Increasing the matching ratio is thought to improve precision but …

Instrumental variable methods in comparative safety and effectiveness research

MA Brookhart, JA Rassen… - … and drug safety, 2010 - Wiley Online Library
Instrumental variable (IV) methods have been proposed as a potential approach to the
common problem of uncontrolled confounding in comparative studies of medical interventions, …

Effects of adjusting for instrumental variables on bias and precision of effect estimates

JA Myers, JA Rassen, JJ Gagne… - American journal of …, 2011 - academic.oup.com
Recent theoretical studies have shown that conditioning on an instrumental variable (IV), a
variable that is associated with exposure but not associated with outcome except through …

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 …

The comparative safety of opioids for nonmalignant pain in older adults

DH Solomon, JA Rassen, RJ Glynn… - Archives of internal …, 2010 - jamanetwork.com
Background Severe nonmalignant pain affects a large proportion of adults. Optimal treatment
is not clear, and opioids are an important option for analgesia. However, there is relatively …

Cardiovascular outcomes and mortality in patients using clopidogrel with proton pump inhibitors after percutaneous coronary intervention or acute coronary syndrome

JA Rassen, NK Choudhry, J Avorn, S Schneeweiss - Circulation, 2009 - Am Heart Assoc
Background— Recent studies have raised concerns about the reduced efficacy of clopidogrel
when used concurrently with proton pump inhibitors (PPIs), but those studies may have …

Do observational studies using propensity score methods agree with randomized trials? A systematic comparison of studies on acute coronary syndromes

…, V Varvarigou, H Jafri, JA Rassen… - European heart …, 2012 - academic.oup.com
Aims Randomized controlled trials (RCTs) are the gold standard for assessing the efficacy
of therapeutic interventions because randomization protects from biases inherent in …