add 11

11/paper.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b878d0b84571eb43255cbd172783f78fc644923f94405060ecefa507fd9f447
+size 597865

11/replication_package/ChangingHearts_GublerEtAl_Appendix_Update.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a717b6224a3ea1ce71713aaf4361707e7df253e099ae7ccb59f52fb6483b130e
+size 17251029

11/replication_package/README_Update.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7972aff2492ded340851d9b8a42bce97961f50e67c7cdabc8d10dfeccdd1276
+size 2596

11/replication_package/Replication/Data/.Rapp.history

@@ -0,0 +1 @@
+load("/Users/jrg27/Library/CloudStorage/Dropbox/Karpowitz_Monson_Project/CognitiveDissonance/PapersPresentations/2020Submission/Replication/Data/stud01_deID.RData")

11/replication_package/Replication/Data/pretest-1.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7163c336ec26497d23a944fbf466431f4d76bfdc821c094b4e6e23504611f9a
+size 110271

11/replication_package/Replication/Data/pretest-1.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5aad2c90740aa9dd2042482cfe8bb4929fe551c5cb82ea1bde774f435367efba
+size 259904

11/replication_package/Replication/Data/pretest.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7163c336ec26497d23a944fbf466431f4d76bfdc821c094b4e6e23504611f9a
+size 110271

11/replication_package/Replication/Data/pretest.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5aad2c90740aa9dd2042482cfe8bb4929fe551c5cb82ea1bde774f435367efba
+size 259904

11/replication_package/Replication/Data/stud01_deID-1.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:718115e3770c6095ff8c968b7d3386803b7ac90620cc47b45914c809637ba694
+size 629299

11/replication_package/Replication/Data/stud01_deID-1.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7914c8d093f53cf3f11baeb18ed3c76f8e5ab5ddebc860fe5831b1408900396
+size 4792995

11/replication_package/Replication/Data/stud01_deID.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:718115e3770c6095ff8c968b7d3386803b7ac90620cc47b45914c809637ba694
+size 629299

11/replication_package/Replication/Data/stud01_deID.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7914c8d093f53cf3f11baeb18ed3c76f8e5ab5ddebc860fe5831b1408900396
+size 4792995

11/replication_package/Replication/Data/stud02_deID-1.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cbb28f1be98584a49290968b16110a0ff24c42379c3cf72e8b13d7aac7963d2
+size 471081

11/replication_package/Replication/Data/stud02_deID.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce18f49adcecf9a6a098178156fd1043b2bc1593213e0cd62e2cf77ed8e0e2c1
+size 96374

11/replication_package/Replication/Data/stud02_deID.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cbb28f1be98584a49290968b16110a0ff24c42379c3cf72e8b13d7aac7963d2
+size 471081

11/replication_package/Replication/README.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7972aff2492ded340851d9b8a42bce97961f50e67c7cdabc8d10dfeccdd1276
+size 2596

11/replication_package/Replication/ReplicationScript/.Rhistory

@@ -0,0 +1,6 @@
+getwd()
+setwd("..")
+0
+install.packages("hexbin")
+q()
+n

11/replication_package/Replication/ReplicationScript/ChangingHearts_GublerEtAl_Jul2021_log-1.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17d0ccbd96d7c72d7caf6cd5ca0f96c7a698c3b7e551c8a1471c16280445eff1
+size 433775

11/replication_package/Replication/ReplicationScript/ChangingHearts_GublerEtAl_Jul2021_log.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17d0ccbd96d7c72d7caf6cd5ca0f96c7a698c3b7e551c8a1471c16280445eff1
+size 433775

11/replication_package/Replication/code_flowchart/appendix_flowchart_study2.R

@@ -0,0 +1,104 @@
+
+## This is code to take the full dataset and produce the numbers in the
+## flowchart for study 2 in the appendix
+
+library(tidyverse)
+library(haven)
+library(data.table)
+
+## Can set your working directory here to the folder
+setwd("~/Dropbox/GKMR/PapersPresentations/2020Submission/Additions_PostReplication/code")
+
+## Read in the pre and post data and the one used in the replication
+s02post <- read_csv("stud02_post.csv") %>% as.data.table()
+s02pre <- read_csv("stud02_pre.csv") %>% as.data.table()
+
+## Change names to allow distinguishing pre- from post- variables
+setnames(s02pre, paste0("pre_", names(s02pre)))
+setnames(s02pre, "pre_Voter ID", "Voter_ID") #but keep the merging var the same
+
+## Remove the one duplicated respondent
+s02pre <- s02pre[!(duplicated(Voter_ID))]
+
+## Number invited to the wave 2 survey
+nrow(s02pre)
+## [1] 3623
+
+## Combine
+setkey(s02pre, "Voter_ID")
+setkey(s02post, "Voter_ID")
+s02comb <- s02pre[s02post]
+
+## Create the treatment condition variable
+## First for those in control
+myvars <- str_subset(names(s02comb), "PositiveLegal")
+myvars
+## [1] "FL_238_DO_PositiveLegal" "FL_268_DO_PositiveLegal"
+## [3] "FL_265_DO_PositiveLegal" "FL_262_DO_PositiveLegal"
+s02comb[, condition := NA_integer_]
+s02comb[rowSums(s02comb[, ..myvars], na.rm = TRUE) == 1, condition := 0]
+## Now for those in treatment
+myvars <- str_subset(names(s02comb), "PositiveIllegal")
+## [1] "FL_238_DO_PositiveIllegal" "FL_268_DO_PositiveIllegal"
+## [3] "FL_265_DO_PositiveIllegal" "FL_262_DO_PositiveIllegal"
+s02comb[rowSums(s02comb[, ..myvars], na.rm = TRUE) == 1, condition := 1]
+
+## Number that didn't respond is difference between the pre and combined surveys
+nrow(s02pre)
+## [1] 3623
+nrow(s02comb)
+## [1] 2632
+nrow(s02pre) - nrow(s02comb)
+## [1] 991
+
+## There are also people in this dataset who finished/started taking the survey
+## after it closed; eliminate those here
+nrow(s02comb)
+## [1] 2632
+s02comb <- s02comb[as.POSIXct(EndDate) < as.POSIXct("2015-09-16 16:05:00 MDT")]
+nrow(s02comb)
+## [1] 2399
+2632 - 2399   #233 removed for this reason
+
+## How many in each condition now?
+table(s02comb$condition, useNA = "ifany")
+##    0    1 <NA>
+## 1065 1062  272
+
+## Remove the 272 respondents who were never assigned to a treatment condition
+s02comb <- s02comb[!is.na(condition)]
+nrow(s02comb) #new n-size is 2127
+
+## Who did not finish the survey?
+table(s02comb$condition, s02comb$Finished, useNA = "ifany")
+##      0    1
+## 0    8 1057
+## 1    9 1053
+## 8 in control and 9 in treatment that didn't finish
+
+## Remove those who did not finish the survey
+s02comb <- s02comb[Finished == 1]
+nrow(s02comb) #new n-size is 2110
+
+## What about non-whites/Latinos?
+## In this raw dataset, this is asked in the question pre_Q58
+table(s02comb$pre_Q58, useNA = "ifany")
+## 1    2    3    4    5    6    7    8 <NA>
+## 3   10    3   44 1977   14   14   40    5
+
+## Everyone labeled as a 5 is white, so look at 5 vs other
+table(s02comb$condition, as.integer(s02comb$pre_Q58 == 5), useNA = "ifany")
+##     0   1 <NA>
+## 0  74 978    5
+## 1  54 999    0
+## 74 in control and 54 in treatment that are non-white or Latino - for the NAs,
+## keep those in (which in effect assumes that they are white)
+
+## Remove those who are non-white or Latino
+s02comb <- s02comb[!(pre_Q58 %in% c(1:4, 6:8))]
+nrow(s02comb) #new n-size is 1982
+table(s02comb$condition, useNA = "ifany")
+##   0   1
+## 983 999
+## This gives us numbers that correspond to the final row of the flowchart
+## in the appendix

11/replication_package/Replication/code_flowchart/stud02_post.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b707ffe136d3d7926817c3823730fe19f18d995bcc6cfcdbb449a8f6158dc96
+size 94264

11/replication_package/Replication/code_flowchart/stud02_pre.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb0c24b9831917697ba07c64a395666080d810ae5e0d4b6935a0e93aca745ac
+size 35835

11/replication_package/stud02_deID.RData

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce18f49adcecf9a6a098178156fd1043b2bc1593213e0cd62e2cf77ed8e0e2c1
+size 96374

11/should_reproduce.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4398f9ed99c05fbdc1866e3f8ece9f68c69e6329b64702527503241e706a28e
+size 42