| | |
| | |
| | |
| |
|
| | isr_survey_wave2 = dummy_cols(isr_survey_wave2, select_columns = c("partyID", "ethnicity")) |
| |
|
| | vars_isr_survey_wave2 = c("female", "education", "income", "partyID_L", "partyID_R", "ideology", |
| | "ethnicity_Ethiopia", "ethnicity_Ashkenazi", "ethnicity_Mizrachi", "ethnicity_Soviet Union") |
| |
|
| | isr_survey_wave2$age_numeric = as.numeric(isr_survey_wave2$age) |
| | age1 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, "age_numeric"], na.rm=T) |
| | age2 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, "age_numeric"], na.rm=T) |
| | age3 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, "age_numeric"], na.rm=T) |
| | age4 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, "age_numeric"], na.rm=T) |
| | age5 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, "age_numeric"], na.rm=T) |
| | age6 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, "age_numeric"], na.rm=T) |
| | age7 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, "age_numeric"], na.rm=T) |
| | age8 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, "age_numeric"], na.rm=T) |
| | age9 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, "age_numeric"], na.rm=T) |
| | age10 = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, "age_numeric"], na.rm=T) |
| |
|
| | ages_isr_survey_wave2 = c(age1, age2, age3, age4, age5, age6, age7, age8, age9, age10) |
| |
|
| | means_eth_generic_nocomm = means_eth_generic_comm = means_eth_group_nocomm = means_eth_group_comm = |
| | means_arab_generic_nocomm = means_arab_generic_comm = means_arab_group_nocomm = means_arab_group_comm = |
| | means_white_generic_nocomm = means_white_generic_comm = rep(NA, length(vars_isr_survey_wave2)) |
| |
|
| | se_eth_generic_nocomm = se_eth_generic_comm = se_eth_group_nocomm = se_eth_group_comm = |
| | se_arab_generic_nocomm = se_arab_generic_comm = se_arab_group_nocomm = se_arab_group_comm = |
| | se_white_generic_nocomm = se_white_generic_comm = rep(NA, length(vars_isr_survey_wave2)) |
| |
|
| |
|
| | for(i in 1:length(vars_isr_survey_wave2)){ |
| | means_eth_generic_nocomm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_eth_generic_comm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_eth_group_nocomm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_eth_group_comm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_arab_generic_nocomm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_arab_generic_comm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_arab_group_nocomm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_arab_group_comm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_white_generic_nocomm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | means_white_generic_comm[i] = mean(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | |
| | se_eth_generic_nocomm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_eth_generic_comm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_eth_group_nocomm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_eth_group_comm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==1 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_arab_generic_nocomm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_arab_generic_comm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_arab_group_nocomm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_arab_group_comm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==2 & isr_survey_wave2$group_goal==1 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_white_generic_nocomm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==0, vars_isr_survey_wave2[i]], na.rm=T) |
| | se_white_generic_comm[i] = sd(isr_survey_wave2[isr_survey_wave2$identity_protesters==0 & isr_survey_wave2$group_goal==0 & isr_survey_wave2$commitment==1, vars_isr_survey_wave2[i]], na.rm=T) |
| | |
| | } |
| |
|
| |
|
| | isr_survey_wave2_balance_means = as.data.frame(cbind(means_eth_generic_nocomm, |
| | means_eth_generic_comm, |
| | means_eth_group_nocomm, |
| | means_eth_group_comm, |
| | means_arab_generic_nocomm, |
| | means_arab_generic_comm, |
| | means_arab_group_nocomm, |
| | means_arab_group_comm, |
| | means_white_generic_nocomm, |
| | means_white_generic_comm)) |
| |
|
| | rownames(isr_survey_wave2_balance_means) = vars_isr_survey_wave2 |
| | isr_survey_wave2_balance_means$var = vars_isr_survey_wave2 |
| |
|
| | keycol <- "condition" |
| | valuecol <- "mean" |
| | gathercols <- c("means_eth_generic_nocomm", |
| | "means_eth_generic_comm", |
| | "means_eth_group_nocomm", |
| | "means_eth_group_comm", |
| | "means_arab_generic_nocomm", |
| | "means_arab_generic_comm", |
| | "means_arab_group_nocomm", |
| | "means_arab_group_comm", |
| | "means_white_generic_nocomm", |
| | "means_white_generic_comm") |
| |
|
| | isr_survey_wave2_balance_means_long = gather_(isr_survey_wave2_balance_means, keycol, valuecol, gathercols) |
| |
|
| | isr_survey_wave2_balance_se = as.data.frame(cbind(se_eth_generic_nocomm, |
| | se_eth_generic_comm, |
| | se_eth_group_nocomm, |
| | se_eth_group_comm, |
| | se_arab_generic_nocomm, |
| | se_arab_generic_comm, |
| | se_arab_group_nocomm, |
| | se_arab_group_comm, |
| | se_white_generic_nocomm, |
| | se_white_generic_comm)) |
| |
|
| | rownames(isr_survey_wave2_balance_se) = vars_isr_survey_wave2 |
| | isr_survey_wave2_balance_se$var = vars_isr_survey_wave2 |
| |
|
| | keycol <- "condition" |
| | valuecol <- "se" |
| | gathercols <- c("se_eth_generic_nocomm", |
| | "se_eth_generic_comm", |
| | "se_eth_group_nocomm", |
| | "se_eth_group_comm", |
| | "se_arab_generic_nocomm", |
| | "se_arab_generic_comm", |
| | "se_arab_group_nocomm", |
| | "se_arab_group_comm", |
| | "se_white_generic_nocomm", |
| | "se_white_generic_comm") |
| |
|
| | isr_survey_wave2_balance_se_long = gather_(isr_survey_wave2_balance_se, keycol, valuecol, gathercols) |
| |
|
| | isr_survey_wave2_balance_long = cbind(isr_survey_wave2_balance_means_long, isr_survey_wave2_balance_se_long[,"se"]) |
| |
|
| | colnames(isr_survey_wave2_balance_long) = c("term", "model", "estimate", "std.error") |
| |
|
| |
|
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_eth_generic_nocomm"] = "Ethiopian, generic goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_eth_generic_comm"] = "Ethiopian, generic goal, commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_eth_group_nocomm"] = "Ethiopian, group goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_eth_group_comm"] = "Ethiopian, group goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_arab_generic_nocomm"] = "Arab, generic goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_arab_generic_comm"] = "Arab, generic goal, commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_arab_group_nocomm"] = "Arab, group goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_arab_group_comm"] = "Arab, group goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_white_generic_nocomm"] = "White, generic goal, no commitment" |
| | isr_survey_wave2_balance_long$model[isr_survey_wave2_balance_long$model == "means_white_generic_comm"] = "White, generic goal, commitment" |
| |
|
| |
|
| |
|
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "education"] = "Education (0-6 scale)" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "ethnicity_Ethiopia"] = "Ethnicity: Ethiopian" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "ethnicity_Ashkenazi"] = "Ethnicity: Ashkenazi" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "ethnicity_Mizrachi"] = "Ethnicity: Mizrachi" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "ethnicity_Soviet Union"] = "Ethnicity: Soviet Union" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "female"] = "Female" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "ideology"] = "Ideology (1-7 scale)" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "income"] = "Income (0-8 scale)" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "partyID_L"] = "Party ID: Left" |
| | isr_survey_wave2_balance_long$term[isr_survey_wave2_balance_long$term == "partyID_R"] = "Party ID: Right" |
| |
|
| |
|
| | dwplot(isr_survey_wave2_balance_long) + theme_minimal() + theme(legend.title=element_blank()) + |
| | geom_vline(xintercept = 0, colour = "grey60", linetype = 2) |
| | ggsave("Figures/fig_A9.pdf", height=5, width=7) |
| |
|
