A Hands-On Tutorial for Systematic Review and Meta-Analysis With Example Data Set and Codes.

Xiaojuan ZhangBing ChengYang Zhang

Published in: Journal of speech, language, and hearing research : JSLHR (2022)

This tutorial provides a walk-through of the methodological choices, controversial issues, and common practices in conducting systematic reviews and meta-analyses. The data set and R codes are offered as publicly accessible supplementary materials (https://osf.io/e9bkf/) for replication and practice, which we hope will motivate more applications in the speech, language, and hearing sciences field as well as behavioral and social sciences research in general.

Keyphrases

meta analyses
systematic review
healthcare
primary care
electronic health record
big data
randomized controlled trial
hearing loss
autism spectrum disorder
data analysis
machine learning
deep learning