Code and data for our analysis of American Institute of Biological Sciences (AIBS) grant applications. Paper title: "Do funding applications where peer reviewers disagree have higher citations?"
The four files are:
AIBS.RData
, R data file with the following variables:
- "Anon_PropID" - Application ID number
- "Review Year" - Year application was reviewed
- "Web TRC" - Total relative citations (primary outcome)
- "score.mean" - Mean of peer reviewers' scores
- "score.sd" - Standard deviance of peer reviewers' scores
- "Min Score" - Minimum of peer reviewers' scores
- "Max Score" - Maximum of peer reviewers' scores
- "range" - Range of peer reviewers' scores
- "N Votes" - Number of peer reviewers
- "Panel" - Panel ID
-
AIBS.csv
, csv data with same rows and variables as AIBS.RData. -
grant.outcomes.github.Rmd
, Rmarkdown file to perform the analyses usingAIBS.RData
. Was created using R version 3.4.4. The following R packages need to be installed:
- doBy
- dplyr
- ellipse
- ggplot2
- influence.ME
- lme4
- merTools
- mice
- mitools
- pander
- plyr
- reshape2
- stargazer
grant.outcomes.github.docx
, Word output from the Rmarkdown file.