Reveal project analysis for R&P
Clean data: calculating sdi, ias, and risk indices
#Figure 1 - alternative - no, yes, nr positions for dg_decision only across treatments
Preraing figure for dg decisions
Same thing for beliefs
Figure 2 - beliefs about transfers of others
Same thing for proportions
Figure 3 - proportions
[1] 20
[1] 20
merging three figures together
APPENDIX Figure for dg decisions - STRONG
Table 1
Regression table for those whose position was shown to a dictator. OLS reported with heteroskedasticity-consistent (HC2) robust standard errors (MacKinnon and White 1985)
- MacKinnon, J. G., & White, H. (1985). “Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties.” Journal of Econometrics, 29(3), 305-325.
# A tibble: 1 × 6
mean_dg_decision_no mean_dg_decision_yes ci_low_no ci_low_yes ci_up_no
<dbl> <dbl> <dbl> <dbl> <dbl>
1 -12.5 2.15 -16.1 -0.827 -8.90
# ℹ 1 more variable: ci_up_yes <dbl>
| DG Decision | Average Belief | Estimate of war supporters | |
|---|---|---|---|
| (Intercept) | −23.650** | −17.798* | 49.130*** |
| (7.652) | (8.571) | (5.320) | |
| Revealed by Dictator | −2.945 | −4.880 | −4.391 |
| (4.601) | (4.773) | (2.678) | |
| Revealed by Recipient | −0.174 | −3.103 | −3.308 |
| (4.380) | (4.886) | (2.875) | |
| Partner with Anti-War Position | 13.897*** | 3.232 | 8.230*** |
| (4.186) | (4.638) | (2.297) | |
| Position Intensity | 0.694 | −2.335 | 4.354* |
| (2.785) | (2.879) | (1.813) | |
| Risk Index | 0.282 | 0.891 | 1.024** |
| (0.580) | (0.586) | (0.355) | |
| SDI Anti-War Index | 1.022 | 0.477 | −2.713*** |
| (1.123) | (1.179) | (0.709) | |
| SDI Pro-War Index | −0.956 | −0.066 | −0.488 |
| (1.893) | (1.704) | (0.955) | |
| IAS Index | 1.280 | 0.541 | 3.895 |
| (3.709) | (4.053) | (2.611) | |
| Revealed by Dictator X Partner Anti-War | 2.056 | 5.638 | 1.627 |
| (6.153) | (6.262) | (3.413) | |
| Revealed by Recipient X Partner Anti-War | 0.315 | 7.684 | 0.496 |
| (5.672) | (6.243) | (3.679) | |
| Num. Obs. | 575 | 575 | 575 |
| Adj. R-squared | 0.053 | 0.006 | 0.129 |
| Socio-demographic Controls | YES | YES | YES |
| * p < 0.05, ** p < 0.01, *** p < 0.001 |
Table 2
separate for those who did not reveal. OLS reported with heteroskedasticity-consistent (HC2) robust standard errors (MacKinnon and White 1985)
| DG Decision | Average Belief | Estimate of war supporters | |
|---|---|---|---|
| (Intercept) | −5.483 | −14.377 | 61.219*** |
| (9.237) | (10.270) | (5.718) | |
| Revealed by Dictator | 0.173 | −14.284* | 8.646*** |
| (5.867) | (5.706) | (2.387) | |
| Revealed by Recipient | −2.264 | −6.496* | −2.126 |
| (2.865) | (3.073) | (1.784) | |
| Position Intensity | −3.200 | −2.873 | 6.573*** |
| (3.045) | (3.334) | (1.906) | |
| Risk Index | 0.057 | 0.533 | −0.122 |
| (0.711) | (0.727) | (0.405) | |
| SDI Anti-War Index | 2.073 | 2.155 | −1.537 |
| (1.339) | (1.336) | (0.818) | |
| SDI Pro-War Index | 0.271 | 1.569 | 2.516* |
| (2.109) | (2.131) | (1.159) | |
| IAS Index | −3.831 | −5.264 | |
| (3.922) | (4.258) | ||
| Num. Obs. | 427 | 427 | 427 |
| Adj. R-squared | 0.019 | 0.023 | 0.080 |
| Socio-demographic Controls | YES | YES | YES |
| * p < 0.05, ** p < 0.01, *** p < 0.001 |
Appendix
Balance table
Variable |
Overall |
Treatment Groups |
vl |
p-value 2 |
||
|---|---|---|---|---|---|---|
baseline |
forced_reveal |
reveal_before |
||||
| Age | 39 (11) | 39 (11) | 39 (12) | 38 (11) | 39 (11) | 0.8 |
| Gender | 486 (49%) | 99 (49%) | 92 (46%) | 102 (52%) | 193 (48%) | 0.8 |
| Education | 2 (1) | 2 (1) | 2 (1) | 2 (1) | 2 (1) | 0.2 |
| Income | 3 (1) | 3 (1) | 3 (1) | 3 (1) | 3 (1) | 0.021 |
| Fully Employed | 0.14 | |||||
| No | 404 (40%) | 80 (39%) | 74 (37%) | 94 (47%) | 156 (39%) | |
| Yes | 598 (60%) | 124 (61%) | 124 (63%) | 104 (53%) | 246 (61%) | |
| Married | 0.8 | |||||
| No | 491 (49%) | 96 (47%) | 101 (51%) | 100 (51%) | 194 (48%) | |
| Yes | 511 (51%) | 108 (53%) | 97 (49%) | 98 (49%) | 208 (52%) | |
| Retired | 0.9 | |||||
| No | 895 (89%) | 183 (90%) | 174 (88%) | 179 (90%) | 359 (89%) | |
| Yes | 107 (11%) | 21 (10%) | 24 (12%) | 19 (9.6%) | 43 (11%) | |
| Student | 0.6 | |||||
| No | 959 (96%) | 192 (94%) | 189 (95%) | 191 (96%) | 387 (96%) | |
| Yes | 43 (4.3%) | 12 (5.9%) | 9 (4.5%) | 7 (3.5%) | 15 (3.7%) | |
| Government Worker | 0.6 | |||||
| No | 898 (90%) | 186 (91%) | 180 (91%) | 178 (90%) | 354 (88%) | |
| Yes | 104 (10%) | 18 (8.8%) | 18 (9.1%) | 20 (10%) | 48 (12%) | |
| 1
Mean (SD); n (%) |
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| 2
One-way analysis of means (not assuming equal variances); Pearson’s Chi-squared test |
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