What Constitutes Experiences of Autonomy in Digital Technology Use?

A (Computational) Scoping Review through the Lens of Self-Determination Theory

Setup

We used R (Version 4.2.1; R Core Team, 2022) and the R-packages cld2 (Version 1.2.3; Ooms, 2022), ggpubr (Version 0.4.0; Kassambara, 2020), openalexR (Version 1.2.0; Aria & Le, 2022), papaja (Version 0.1.1; Aust & Barth, 2022), quanteda (Version 3.2.3; Benoit et al., 2018), RVerbalExpressions (Version 0.1.0; Littlefield, 2019), stm (Version 1.3.6.1; Roberts et al., 2019), tidytext (Version 0.4.1; Silge & Robinson, 2016), tidyverse (Version 2.0.0; Wickham et al., 2019), and udpipe (Version 0.8.11; Wijffels, 2022) for our analyses and to compile this report.

References

Aria, M., & Le, T. (2022). openalexR: Getting bibliographic records from ’OpenAlex’ database using ’DSL’ API. https://CRAN.R-project.org/package=openalexR

Aust, F., & Barth, M. (2022). papaja: Prepare reproducible APA journal articles with R Markdown. https://github.com/crsh/papaja

Benoit, K., Watanabe, K., Wang, H., Nulty, P., Obeng, A., Müller, S., & Matsuo, A. (2018). Quanteda: An r package for the quantitative analysis of textual data. Journal of Open Source Software, 3(30), 774. https://doi.org/10.21105/joss.00774

Kassambara, A. (2020). Ggpubr: ’ggplot2’ based publication ready plots. https://CRAN.R-project.org/package=ggpubr

Littlefield, T. (2019). RVerbalExpressions: Create regular expressions easily. https://CRAN.R-project.org/package=RVerbalExpressions

Ooms, J. (2022). cld2: Google’s compact language detector 2. https://CRAN.R-project.org/package=cld2

R Core Team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/

Roberts, M. E., Stewart, B. M., & Tingley, D. (2019). stm: An R package for structural topic models. Journal of Statistical Software, 91(2), 1–40. https://doi.org/10.18637/jss.v091.i02

Silge, J., & Robinson, D. (2016). Tidytext: Text mining and analysis using tidy data principles in r. JOSS, 1(3). https://doi.org/10.21105/joss.00037

Wickham, H., Averick, M., Bryan, J., Chang, W., McGowan, L. D., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., Kuhn, M., Pedersen, T. L., Miller, E., Bache, S. M., Müller, K., Ooms, J., Robinson, D., Seidel, D. P., Spinu, V., … Yutani, H. (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), 1686. https://doi.org/10.21105/joss.01686

Wijffels, J. (2022). Udpipe: Tokenization, parts of speech tagging, lemmatization and dependency parsing with the ’UDPipe’ ’NLP’ toolkit. https://CRAN.R-project.org/package=udpipe