| |
| |
| |
|
|
| commitment_white_usa_pdv = lm_robust(degree_violence_std ~ commitment, data=us_survey_wave2[us_survey_wave2$identity_protesters_fac=="White",]) |
| commitment_black_usa_pdv = lm_robust(degree_violence_std ~ commitment, data=us_survey_wave2[us_survey_wave2$identity_protesters_fac=="Black",]) |
|
|
| commitment_white_israel_pdv = lm_robust(degree_violence_std ~ commitment, data=isr_survey_wave2[isr_survey_wave2$identity_protesters==0,]) |
| commitment_ethiopian_israel_pdv = lm_robust(degree_violence_std ~ commitment, data=isr_survey_wave2[isr_survey_wave2$identity_protesters==1,]) |
| commitment_arab_israel_pdv = lm_robust(degree_violence_std ~ commitment, data=isr_survey_wave2[isr_survey_wave2$identity_protesters==2,]) |
|
|
| term_degree_violence = c(commitment_white_usa_pdv$coefficients[2], commitment_black_usa_pdv$coefficients[2]) |
| se_degree_violence = c(commitment_white_usa_pdv$std.error[2], commitment_black_usa_pdv$std.error[2]) |
| statistic_degree_violence = c(commitment_white_usa_pdv$statistic[2], commitment_black_usa_pdv$statistic[2]) |
| pval_degree_violence = c(commitment_white_usa_pdv$p.value[2], commitment_black_usa_pdv$p.value[2]) |
| term = c("Majority group", "Minority group") |
| degree_violence = as.data.frame(cbind(term_degree_violence, se_degree_violence, statistic_degree_violence, pval_degree_violence)) |
| degree_violence = cbind(degree_violence, term) |
| colnames(degree_violence) = c("estimate", "std.error", "statistic", "p.value", "term") |
| rownames(degree_violence) = term |
| degree_violence$model = "Perceived degree of violence" |
|
|
| differences_us = rbind(degree_violence) |
|
|
| term_degree_violence = c(commitment_white_israel_pdv$coefficients[2], commitment_arab_israel_pdv$coefficients[2]) |
| se_degree_violence = c(commitment_white_israel_pdv$std.error[2], commitment_arab_israel_pdv$std.error[2]) |
| statistic_degree_violence = c(commitment_white_israel_pdv$statistic[2], commitment_arab_israel_pdv$statistic[2]) |
| pval_degree_violence = c(commitment_white_israel_pdv$p.value[2], commitment_arab_israel_pdv$p.value[2]) |
| term = c("Majority group", "Minority group") |
| degree_violence = as.data.frame(cbind(term_degree_violence, se_degree_violence, statistic_degree_violence, pval_degree_violence)) |
| degree_violence = cbind(degree_violence, term) |
| colnames(degree_violence) = c("estimate", "std.error", "statistic", "p.value", "term") |
| rownames(degree_violence) = term |
| degree_violence$model = "Perceived degree of violence" |
|
|
| differences_isr_arab = degree_violence |
|
|
| term_degree_violence = c(commitment_white_israel_pdv$coefficients[2], commitment_ethiopian_israel_pdv$coefficients[2]) |
| se_degree_violence = c(commitment_white_israel_pdv$std.error[2], commitment_ethiopian_israel_pdv$std.error[2]) |
| statistic_degree_violence = c(commitment_white_israel_pdv$statistic[2], commitment_ethiopian_israel_pdv$statistic[2]) |
| pval_degree_violence = c(commitment_white_israel_pdv$p.value[2], commitment_ethiopian_israel_pdv$p.value[2]) |
| term = c("Majority group", "Minority group") |
| degree_violence = as.data.frame(cbind(term_degree_violence, se_degree_violence, statistic_degree_violence, pval_degree_violence)) |
| degree_violence = cbind(degree_violence, term) |
| colnames(degree_violence) = c("estimate", "std.error", "statistic", "p.value", "term") |
| rownames(degree_violence) = term |
| degree_violence$model = "Perceived degree of violence" |
|
|
| differences_isr_ethiopian = degree_violence |
|
|
| |
| differences_us2 = differences_us |
| differences_us2$submodel = differences_us2$term |
| differences_us2$term = "Perception of Blacks \n(United States)" |
|
|
| differences_isr_black2 = differences_isr_ethiopian |
| differences_isr_black2$submodel = differences_isr_black2$term |
| differences_isr_black2$term = "Perception of Ethiopians \n(Israel)" |
|
|
| differences_isr_arab2 = differences_isr_arab |
| differences_isr_arab2$submodel = differences_isr_arab2$term |
| differences_isr_arab2$term = "Perception of Arabs \n(Israel)" |
|
|
| diffs_sm = rbind(differences_us2, differences_isr_black2, differences_isr_arab2) |
| rownames(diffs_sm) = 1:nrow(diffs_sm) |
|
|
| results_df <- data.frame(term = diffs_sm$term, |
| estimate = diffs_sm$estimate, |
| std.error = diffs_sm$std.error, |
| model = as.character(diffs_sm$submodel), |
| stringsAsFactors = FALSE) |
|
|
| dwplot(results_df, vline = geom_vline(xintercept = 0, colour = "grey60", linetype = 2), dot_args = list(size = 2.5)) + |
| theme_bw() + xlab("Coefficient Estimate (Std. Dev. Units)") + theme(legend.position = "bottom", axis.text=element_text(size=9), legend.title = element_blank()) + |
| scale_colour_grey(start = .1, end = .7) +xlim(-0.35,0.1) |
| ggsave(filename="Figures/fig_7.pdf", width=5.5, height=4) |
|
|
