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### Repository for: <strong>Sievert, Vogel, & Feeney (2020): Formalization and Administrative Burden as Obstacles to Employee Recruitment. Review of Public Personnel Administration. https://doi.org/10.1177/0734371X20932997</strong> A **long-time archived** version of the data and code is available at https://zenodo.org/record/3952181 There is a **Code Ocean Capsule** for long-term computational reproducibility: https://doi.org/10.24433/CO.7291050.v2. See below for more information. ``Docker-Capsule.zip`` contains a **Docker image** that can be run locally and ensures long-term reproducibility. See below for more information. ### Reproducibility <strong> Using Code Ocean </strong> You can easily reproduce our results using the free service of [Code Ocean][1]: 1. Open the paper's Code Ocean Capsule: https://doi.org/10.24433/CO.7291050.v1 2. Log-in to Code Ocean 3. Click *Re-Run* 4. Code Ocean runs a virtual environment and reproduces the results. You can inspect the *R* code by clicking on the `code/Analysis.R` file in the left panel (see below for an explanation of the file structure). You can also run an interactive version using Code Ocean. <strong> On your own machine (using your own *R* installation) </strong> If you want to reproduce our results on your own computer you need *R* (we used version 3.6.2) and RStudio. 1. Download the full OSF Storage of the Project (including `.here` and the folders `code`, `data`, `output` 2. Make sure that you installed all required packages (see below for a list of required packages) 3. Open `code/Analysis.R` in RStudio. 4. Run the code <strong> On your own machine (using Docker) </strong> 1. Install Docker Community Edition 2. Download the `Docker-Capsule.zip` file 3. Open a Terminal and navigate to the folder where the file was saved 4. Execute the following command: ```shell docker load --input Docker-Capsule.zip docker run --rm \ --workdir /code \ --volume "$PWD/data":/data \ --volume "$PWD/code":/code \ --volume "$PWD/results":/results \ formalization bash run ``` <strong> File structure </strong> The repository consists of some files in the root folder and three folders. * `.here` is an empty file that helps the `here` package to set the right working directory in *R*. * `/code` contains the analysis script: * `Analysis.R`: main file containing the analyses. * `/data` contains the data of the paper in a CSV file: * `formalization_adminburden_public.csv`: Raw data * `/doc` contains additional files: * `Codebook.ods`: Codebook for the data * `/output` empty folder that stores the result of the analyses. <strong> Required R packages </strong> * GPArotation * broman * car * effsize * here * huxtable * lavaan * psych * rms * sjstats * stargazer * tidyverse * weights * xtable * yarrr It is advised to use `R` version 3.6.2 with the `checkpoint` package and set the date to 2020-05-10 to ensure that the package versions are comparable: ```R library(checkpoint) checkpoint("2020-05-10") ``` [1]: https://codeocean.com
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