Figure 1 Data

Description: Data on overall fate of all 80 studies for Figure 1 of paper. Figure 1 was made with Adobe Illustrator using the following data.

Coder name(s): Althea ArchMiller


Preamble

Load libraries

library(ezknitr)
library(knitr)
library(devtools)

Clear environment and set seed

remove(list=ls())
set.seed(8675)

Load Data

load(file = "data/processed_data/averages_of_reviewed_studies.Rdata")
load(file = "data/processed_data/reviewed_studies_data.Rdata")
load(file = "data/processed_data/all_studies_data.Rdata")

Status of all 80 studies

table(new_data$Why.not.reviewed)
## 
##      Author Declined: Data saved for future article 
##                                                   1 
##                    Author Declined: No reason given 
##                                                   2 
##                    Author Declined: Not enough time 
##                                                   3 
##      Author Declined: Proprietary/confidential data 
##                                                   5 
## Author wanted to participate, but did not send data 
##                                                   2 
##                              NA: Study was reviewed 
##                                                  38 
##                                   No correspondence 
##                                                  42 
##                               Unsuitable for review 
##                                                   6

Status by Journal: JWM

table(new_data$Why.not.reviewed[new_data$journal=="JWM"])
## 
## Author Declined: Data saved for future article 
##                                              1 
##               Author Declined: No reason given 
##                                              2 
##               Author Declined: Not enough time 
##                                              2 
## Author Declined: Proprietary/confidential data 
##                                              1 
##                         NA: Study was reviewed 
##                                             14 
##                              No correspondence 
##                                             26 
##                          Unsuitable for review 
##                                              1

Status by Journal: WSB

table(new_data$Why.not.reviewed[new_data$journal=="WSB"])
## 
##                    Author Declined: Not enough time 
##                                                   1 
##      Author Declined: Proprietary/confidential data 
##                                                   4 
## Author wanted to participate, but did not send data 
##                                                   2 
##                              NA: Study was reviewed 
##                                                  24 
##                                   No correspondence 
##                                                  16 
##                               Unsuitable for review 
##                                                   5

How well were the reviewed studies conclusions met?

sort(averages$conclusionsReproduced)
##  [1] 1.0 1.0 1.0 1.5 2.0 2.5 3.0 4.0 4.0 4.5 4.5 5.0 5.0 5.0 5.0 5.0 5.0
## [18] 5.0 5.0
hist(averages$conclusionsReproduced)

plot of chunk unnamed-chunk-6

By journal: JWM

sort(averages$conclusionsReproduced[averages$journal=="JWM"])
## [1] 1.0 2.0 3.0 4.0 4.5 5.0 5.0
hist(averages$conclusionsReproduced[averages$journal=="JWM"])

plot of chunk unnamed-chunk-7

By jounral: WSB

sort(averages$conclusionsReproduced[averages$journal=="WSB"])
##  [1] 1.0 1.0 1.5 2.5 4.0 4.5 5.0 5.0 5.0 5.0 5.0 5.0
hist(averages$conclusionsReproduced[averages$journal=="WSB"])

plot of chunk unnamed-chunk-8


Footer

devtools::session_info()
## - Session info ----------------------------------------------------------
##  setting  value                       
##  version  R version 3.4.3 (2017-11-30)
##  os       Windows >= 8 x64            
##  system   x86_64, mingw32             
##  ui       RStudio                     
##  language (EN)                        
##  collate  English_United States.1252  
##  ctype    English_United States.1252  
##  tz       America/Chicago             
##  date     2019-06-03                  
## 
## - Packages --------------------------------------------------------------
##  package     * version date       lib source        
##  assertthat    0.2.0   2017-04-11 [1] CRAN (R 3.4.4)
##  backports     1.1.2   2017-12-13 [1] CRAN (R 3.4.4)
##  bindr         0.1.1   2018-03-13 [1] CRAN (R 3.4.4)
##  bindrcpp      0.2.2   2018-03-29 [1] CRAN (R 3.4.4)
##  callr         3.1.0   2018-12-10 [1] CRAN (R 3.4.4)
##  cli           1.0.1   2018-09-25 [1] CRAN (R 3.4.4)
##  colorspace    1.3-2   2016-12-14 [1] CRAN (R 3.4.4)
##  crayon        1.3.4   2017-09-16 [1] CRAN (R 3.4.4)
##  desc          1.2.0   2018-05-01 [1] CRAN (R 3.4.4)
##  devtools    * 2.0.1   2018-10-26 [1] CRAN (R 3.4.4)
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##  ggplot2     * 3.1.0   2018-10-25 [1] CRAN (R 3.4.4)
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##  munsell       0.5.0   2018-06-12 [1] CRAN (R 3.4.4)
##  pillar        1.3.0   2018-07-14 [1] CRAN (R 3.4.4)
##  pkgbuild      1.0.2   2018-10-16 [1] CRAN (R 3.4.4)
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##  purrr         0.2.5   2018-05-29 [1] CRAN (R 3.4.4)
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##  rlang         0.3.0.1 2018-10-25 [1] CRAN (R 3.4.4)
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##  stringi       1.2.4   2018-07-20 [1] CRAN (R 3.4.4)
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##  tidyselect    0.2.5   2018-10-11 [1] CRAN (R 3.4.4)
##  usethis     * 1.4.0   2018-08-14 [1] CRAN (R 3.4.4)
##  withr         2.1.2   2018-03-15 [1] CRAN (R 3.4.4)
##  xfun          0.4     2018-10-23 [1] CRAN (R 3.4.4)
##  yaml          2.2.0   2018-07-25 [1] CRAN (R 3.4.4)
## 
## [1] C:/Users/aarchmil/Documents/R/win-library/3.4
## [2] C:/Program Files/R/R-3.4.3/library

spun with: ezknitr::ezspin(file = “programs/02_study_overview_figure.R”, keep_md = FALSE, out_dir = “html_reports”, fig_dir = “figures”)