[HTML][HTML] Propensity score matching with R: conventional methods and new features

QY Zhao, JC Luo, Y Su, YJ Zhang… - Annals of translational …, 2021 - ncbi.nlm.nih.gov
It is increasingly important to accurately and comprehensively estimate the effects of
particular clinical treatments. Although randomization is the current gold standard …

A comparison of vaccine hesitancy of COVID-19 vaccination in China and the United States

T Liu, Z He, J Huang, N Yan, Q Chen, F Huang… - Vaccines, 2021 - mdpi.com
Objectives: To investigate the differences in vaccine hesitancy and preference of the
currently available COVID-19 vaccines between two countries, namely, China and the …

The nature of crowd work and its effects on individuals' work perception

D Durward, I Blohm, JM Leimeister - Journal of Management …, 2020 - Taylor & Francis
Crowd work reflects a new form of gainful employment on the Internet. We study how the
nature of the tasks being performed and financial compensation jointly shape work …

A practical guide to propensity score analysis for applied clinical research

J Lee, TD Little - Behaviour research and therapy, 2017 - Elsevier
Observational studies are often the only viable options in many clinical settings, especially
when it is unethical or infeasible to randomly assign participants to different treatment …

Quantifying the substitutability and complementarity between high-speed rail and air transport

F Zhang, DJ Graham, MSC Wong - … Research Part A: Policy and Practice, 2018 - Elsevier
This paper quantifies the substitution and complementary effects of high-speed rail (HSR) on
air travel demand in terms of both route traffic and airport enplanement. Employing the …

A practical guide for using propensity score weighting in R

A Olmos, P Govindasamy - Practical assessment, research …, 2019 - scholarworks.umass.edu
Propensity score weighting is one of the techniques used in controlling for selection biases
in non-experimental studies. Propensity scores can be used as weights to account for …

Criminal behavior and school discipline in juvenile justice-involved youth with autism

AM Slaughter, S Hein, JH Hong, SS Mire… - Journal of Autism and …, 2019 - Springer
The objective was to delineate the prevalence of criminal behavior and school discipline in
juvenile justice-involved youth (JJY) with autism. A sample of 143 JJY with autism was …

Regulating non-financial reporting: evidence from European firms' environmental, social and governance disclosures and earnings risk

M Arif, C Gan, M Nadeem - Meditari Accountancy Research, 2022 - emerald.com
Purpose Motivated by the enactment of non-financial reporting regulations by the European
Parliament, this paper aims to investigate the impact of European Union (EU) directive …

Fracture risk after gastric bypass surgery: a retrospective cohort study

KF Axelsson, M Werling, B Eliasson… - Journal of Bone and …, 2018 - academic.oup.com
Gastric bypass surgery constitutes the most common and effective bariatric surgery to treat
obesity. Gastric bypass leads to bone loss, but fracture risk following surgery has been …

A brief guide to decisions at each step of the propensity score matching process

H Harris, SJ Horst - Practical Assessment, Research, and …, 2019 - scholarworks.umass.edu
Propensity score matching techniques are becoming increasingly common as they afford
applied practitioners the ability to account for systematic bias related to self-selection …