Practical open-science meta-analysis workshop: Conducting open and reproducible meta-analyses
Channel: Gilad Feldman
Date: 2021-02-15

This is an online/remote workshop given at the University of Hong Kong on February 15, 2021, by Gilad Feldman

Slides: https://mgto.org/2021MAworkshop 
Cloud folder: https://mgto.org/maworkshopfolder

Chapters:
00:00 Opening note
08:34 Mini meta-analysis demonstration: Why do a mini-meta?
17:29 Mini meta-analysis demonstration: JAMOVI, Shiny App on a target article
40:40 Why do a meta-analysis? Benefits of conducting a meta-analysis
47:12 What does a meta-analysis do? What research question does a meta-analysis answer? (Daniel Lakens)
55:39 Meta-analysis case study - what does a meta-analysis look like? (Ego Depletion)
1:33:58 Meaning of effect sizes, calculating effect sizes, and conducting power analyses
1:40:53 Importance of open and reproducible meta-analyses
1:44:55 How to conduct a meta-analysis? Meta-analysis search, coding and pre-registration
2:06:33 Issues and challenges with meta-analyses
2:19:55 NIRO, OSF template, our Registered Report templates
2:32:21 Testimonials for conducting meta-analyses registered reports
2:36:08 Concluding remarks: You have the power to make real change and promote open-science

Previous workshops: https://www.youtube.com/playlist?list=PLRAF6P3W1K4cvLnkXXHb0jFUR-OwVcJ9k 
Previous talks: https://www.youtube.com/playlist?list=PLRAF6P3W1K4dvKaG16-dzvzxoniIDwP7R 
Recorded tutorials: https://www.youtube.com/playlist?list=PLRAF6P3W1K4dC90ur1zVwklyUbXq2Hus3 
All teaching materials: http://mgto.org/teaching-courses/

Collaborative meta-analysis syllabus: http://mgto.org/metaanalysissyllabus
Collaborative effect size guide: http://mgto.org/effectsizepowerguide
Collaborative R/JAMOVI/JASP guide: http://mgto.org/hkujamovijasprguide

Our meta-analyses example preprints and templates: https://mgto.org/meta-analysis-registered-reports/ 

Experimental Meta-Analysis Registered Report Template: 
Main manuscript - https://mgto.org/exp-ma-rr-template-main
Supplementary - https://mgto.org/exp-ma-rr-template-supp
Coding sheet - https://mgto.org/exp-ma-rr-template-coding
Cloud folder - https://mgto.org/exp-ma-rr-template-folder

Correlational Meta-Analysis Registered Report Template: 
Main manuscript - https://mgto.org/cor-ma-rr-template-main
Supplementary - https://mgto.org/cor-ma-rr-template-supp
Coding sheet - https://mgto.org/cor-ma-rr-template-coding
Cloud folder - https://mgto.org/cor-ma-rr-template-folder

Testimonials on conducting pre-registered/Registered Report meta-analyses:
Adrien Fillon - https://www.youtube.com/watch?v=Hku3B1AQtg4
Velvetina Lim - https://www.youtube.com/watch?v=8Sq_yEUp5vM
Kevin Nanakdewa - https://www.youtube.com/watch?v=sz9qiHOUtgY

= External resources mentioned =

Daniel Lakens:
Improving your statistical inferences - https://www.coursera.org/learn/statistical-inferences 
Improving your statistical questions - https://www.coursera.org/learn/improving-statistical-questions 

Dan Quintana's videos on conducting meta-analyses:
https://www.youtube.com/c/DanielQuintana_research/videos 

p-checker - The one-for-all p-value analyzer: http://shinyapps.org/apps/p-checker/

Publish or Perish: https://harzing.com/resources/publish-or-perish 

Citation Chaser R package/Shiny: https://estech.shinyapps.io/citationchaser/ 
 
NIRO: https://niro-sr.netlify.app/
OSF pre-registration form for meta-analyses: https://osf.io/preprints/metaarxiv/3nbea/ 

Meta-explorer Shiny App: http://www.shinyapps.org/apps/metaExplorer/ 
Preprint: https://psyarxiv.com/9h3nu