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Secondary data analysis of Vuorre et al. (2021) looking at game time effects on feelings of anger.

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digital-wellbeing/gametime-anger

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Longitudinal analysis of time spent playing two shooters on feelings of anger

This repository (GitHub / OSF) contains the data and code required to reproduce all analyses reported in our manuscript, Time spent playing two online shooters has no measurable effect on aggressive affect (Johannes, Vuorre, Magnusson, & Przybylski, 2022). These analyses are presented in the Online analysis supplement.

Materials

  • Preprint
    • A publicly available version of our manuscript in advance of peer-review and formal publication
  • GitHub repository
    • A version controlled repository containing all the raw data and code in this project
  • OSF repository
    • An archived permanent copy of the GitHub repository as well as any other study materials.
  • Online analysis supplement
    • The output document of our analyses, rendered as a website.

Note: This project uses data and code from our previous study: Vuorre et al. (2021). The code thus is mostly taken from that project, with adjustments for the current study.

Reproducibility

The raw data are in the data/ directory of this repository. The code that we used to clean and analyze the data are organized in R Markdown (.Rmd) files in this directory, which are meant to be run in the sequence indicated by their numeric prefixes. The project uses a private package library with the help of the renv package. Therefore, first download the entire project, then install the package (install.packages("renv")), then run renv::restore(). To run all the cleaning and analyses, and compile the resulting document (the online analysis supplement), run bookdown::render_book() in R or click "Build Book" in the RStudio IDE.

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Secondary data analysis of Vuorre et al. (2021) looking at game time effects on feelings of anger.

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