Plea for Standardized Reporting and Justification of Propensity Score Methods

Standardized Reporting

Erratum to “Propensity score methods for road safety evaluation: Practical suggestions from a simulation study” [Accid. Anal. Prev. 158 (2021) 106200]

Accident Analysis & Prevention ◽

10.1016/j.aap.2021.106257 ◽

2021 ◽

Vol 159 ◽

pp. 106257

Author(s):

Yingheng Zhang ◽

Haojie Li ◽

N.N. Sze ◽

Gang Ren

Keyword(s):

Propensity Score ◽

Simulation Study ◽

Road Safety ◽

Safety Evaluation ◽

Methodological comparison of marginal structural model, time-varying Cox regression, and propensity score methods: the example of antidepressant use and the risk of hip fracture

Pharmacoepidemiology and Drug Safety ◽

10.1002/pds.3864 ◽

2016 ◽

Vol 25 ◽

pp. 114-121 ◽

Cited By ~ 14

Author(s):

M. Sanni Ali ◽

Rolf H. H. Groenwold ◽

Svetlana V. Belitser ◽

Patrick C. Souverein ◽

Elisa Martín ◽

...

Keyword(s):

Hip Fracture ◽

Propensity Score ◽

Structural Model ◽

Cox Regression ◽

Time Varying ◽

Marginal Structural Model ◽

Antidepressant Use ◽

Methodological Comparison

Using conventional and machine learning propensity score methods to examine the effectiveness of 12-step group involvement following inpatient addiction treatment

Drug and Alcohol Dependence ◽

10.1016/j.drugalcdep.2021.108943 ◽

2021 ◽

pp. 108943

Author(s):

Mary Jean Costello ◽

Yao Li ◽

Yeying Zhu ◽

Alyna Walji ◽

Sarah Sousa ◽

...

Keyword(s):

Machine Learning ◽

Propensity Score ◽

Addiction Treatment ◽

Group Involvement

Propensity Score Methods for Creating Covariate Balance in Observational Studies

Revista Española de Cardiología (English Edition) ◽

10.1016/j.rec.2011.06.008 ◽

2011 ◽

Vol 64 (10) ◽

pp. 897-903 ◽

Cited By ~ 2

Author(s):

Cassandra W. Pattanayak ◽

Donald B. Rubin ◽

Elizabeth R. Zell

Keyword(s):

Propensity Score ◽

Observational Studies ◽

Covariate Balance

Accounting for Taste: Using Propensity Score Methods to Evaluate the Documentary Film, Waiting for “Superman”

Arts Evaluation and Assessment ◽

10.1007/978-3-319-64116-4_12 ◽

2017 ◽

pp. 271-295

Author(s):

Johanna Blakley ◽

Sheena Nahm

Keyword(s):

Propensity Score ◽

Documentary Film ◽

Are R&D Subsidies a Substitute or a Complement to Privately Funded R&D? Evidence from France using Propensity Score Methods for Non-Experimental Data

SSRN Electronic Journal ◽

10.2139/ssrn.421920 ◽

2003 ◽

Cited By ~ 31

Author(s):

Emmanuel Duguet

Keyword(s):

Experimental Data ◽

Propensity Score ◽

The use of propensity score methods with survival or time‐to‐event outcomes: reporting measures of effect similar to those used in randomized experiments

Statistics in Medicine ◽

10.1002/sim.5984 ◽

2013 ◽

Vol 33 (7) ◽

pp. 1242-1258 ◽

Cited By ~ 505

Author(s):

Peter C. Austin

Keyword(s):

Propensity Score ◽

Randomized Experiments ◽

Time To Event ◽

Using Propensity Score Methods to Approximate Factorial Experimental Designs to Analyze the Relationship Between Two Variables and an Outcome

American Journal of Evaluation ◽

10.1177/1098214014553261 ◽

2014 ◽

Vol 36 (1) ◽

pp. 42-66 ◽

Cited By ~ 3

Author(s):

Nianbo Dong

Keyword(s):

Propensity Score ◽

Experimental Designs ◽

The Relationship

An evaluation of exact matching and propensity score methods as applied in a comparative effectiveness study of inhaled corticosteroids in asthma

Pragmatic and Observational Research ◽

10.2147/por.s122563 ◽

2017 ◽

Vol Volume 8 ◽

pp. 15-30 ◽

Cited By ~ 23

Author(s):

Anne Burden ◽

Nicolas Roche ◽

Cristiana Miglio ◽

Elizabeth V Hillyer ◽

Dirkje S Postma ◽

...

Keyword(s):

Propensity Score ◽

Comparative Effectiveness ◽

Inhaled Corticosteroids ◽

Effectiveness Study ◽

Exact Matching ◽

Comparative Effectiveness Study

Propensity score methods to control for confounding in observational cohort studies: a statistical primer and application to endoscopy research

Gastrointestinal Endoscopy ◽

10.1016/j.gie.2019.04.236 ◽

2019 ◽

Vol 90 (3) ◽

pp. 360-369 ◽

Cited By ~ 3

Author(s):

Jeff Y. Yang ◽

Michael Webster-Clark ◽

Jennifer L. Lund ◽

Robert S. Sandler ◽

Evan S. Dellon ◽

...

Keyword(s):

Propensity Score ◽

Cohort Studies ◽

Observational Cohort