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This repository is linked to [this](https://www.authorea.com/users/2013/articles/36067/_show_article) Authorea manuscript. Data collection: [archive/data_collection_plos.r](https://github.com/chartgerink/2015lag/blob/master/archive/data_collection_rplos.r) Annotated data analysis: [archive/annotated_data_analysis.md](https://github.com/chartgerink/2015lag/blob/master/archive/annotated_data_analysis.md) Data analysis: [archive/data_analysis.r](https://github.com/chartgerink/2015lag/blob/master/archive/data_analysis.r) Note that the dataset includes *all* published papers in PLOS. Considering this as a case study of PLOS research articles, the entire population is included in the analyses. This makes inferences and p-value hypothesis testing unnecessary.