Writing reproducible manuscripts in R

Table of Contents

Motivation

I recently gave a talk on writing reproducible manuscripts using R Markdown and the R package papaja (preparing apa journal articles). One of my main motivations for using R to write up my manuscripts is contained in this tweet by Pamela Jacobsen:

A reproducible workflow

In the workshop, I go through methods that keep you from manually transcribing and/or copy pasting tables, figures, statistical output, and citations over and over again.

Perhaps my favorite introduction to the idea of a reproducible workflow (and the horrors of a non-reproducible workflow) is given in this short YouTube video:

Benefits

The video hints at some of the benefits of a reproducible workflow. A reproducible workflow is…

⚠️ Less error-prone
⏳ Less time-consuming
⇄ More dynamic
🔎 More transparent

The result

You can find a list of papers written with papaja here. Here’s a sneak peek of what’s happening behind the scenes, and the rendered result:

Materials

If you want to learn more, you can find the slides here .

If you have trouble loading the slides, you can browse through (and save) a static version of the slides below.

💡 Pro tip: if you are on a mobile device, click on 75% in the toolbar to adjust the size of the slides to Zoom to: Page Width.

If you’d like an example manuscript to work with, I’ve uploaded some materials to this OSF folder.

Feel free to leave a comment or a question

Acknowledgements

❤︎ Slides created with the R package xaringan
❤︎ papaja created by Frederik Aust
❤︎ GIFs created by Shannon Pileggi
❤︎ Artwork created by Allison Horst

Shilaan Alzahawi
Shilaan Alzahawi
PhD student in Organizational Behavior

My research interests include statistics, meta-science, and crowdsourced science