Effect of condition on DVs post-vignette

Blame

Q10: To what extent do you think Kevin deserves to be blamed for his criminal behavior?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low blame 70 4.871 1.115 0.133 0.266
mat_low emo_high blame 69 5.406 1.019 0.123 0.245
mat_high emo_low blame 68 5.147 1.026 0.124 0.248
mat_high emo_high blame 68 5.632 1.021 0.124 0.247
mat_sec variable n mean sd se ci
mat_low blame 139 5.137 1.098 0.093 0.184
mat_high blame 136 5.390 1.048 0.090 0.178
emo_sec variable n mean sd se ci
emo_low blame 138 5.007 1.077 0.092 0.181
emo_high blame 137 5.518 1.023 0.087 0.173

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: blame
##                  Sum Sq  Df F value   Pr(>F)    
## mat_sec           4.337   1  3.9597  0.04761 *  
## emo_sec          17.888   1 16.3323 6.93e-05 ***
## mat_sec:emo_sec   0.041   1  0.0378  0.84602    
## Residuals       296.819 271                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.01 | [0.00, 1.00]
## emo_sec         |           0.06 | [0.02, 1.00]
## mat_sec:emo_sec |       1.39e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.12 | [0.01, Inf]
## emo_sec         |                0.25 | [0.14, Inf]
## mat_sec:emo_sec |                0.01 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: blame
##            Sum Sq  Df F value  Pr(>F)  
## mat_sec     4.401   1  3.8169 0.05176 .
## Residuals 314.748 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: blame
##            Sum Sq  Df F value   Pr(>F)    
## emo_sec    17.952   1  16.271 7.13e-05 ***
## Residuals 301.197 273                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0038 ** 0.0075 ** -0.5000 -0.90 -0.16 moderate
mat_high emo_low emo_high 68 68 0.0065 ** 0.0075 ** -0.4742 -0.95 -0.14 small
emo_low mat_low mat_high 70 68 0.1330 ns 0.2660 ns -0.2570 -0.58 0.11 small
emo_high mat_low mat_high 69 68 0.1960 ns 0.2660 ns -0.2221 -0.62 0.10 small

punishment

Q11: The maximum sentence for the crimes that Kevin committed is 10 years. How many years in prison do you think Kevin deserves?

[Years in Prison: 0 to 10]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low punishment 70 5.071 2.866 0.343 0.683
mat_low emo_high punishment 69 5.391 3.145 0.379 0.755
mat_high emo_low punishment 68 5.176 3.412 0.414 0.826
mat_high emo_high punishment 68 6.118 2.940 0.357 0.712
mat_sec variable n mean sd se ci
mat_low punishment 139 5.230 3.001 0.255 0.503
mat_high punishment 136 5.647 3.208 0.275 0.544
emo_sec variable n mean sd se ci
emo_low punishment 138 5.123 3.136 0.267 0.528
emo_high punishment 137 5.752 3.055 0.261 0.516

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: punishment
##                  Sum Sq  Df F value  Pr(>F)  
## mat_sec           11.82   1  1.2325 0.26791  
## emo_sec           27.04   1  2.8205 0.09422 .
## mat_sec:emo_sec    6.63   1  0.6920 0.40623  
## Residuals       2598.02 271                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       4.53e-03 | [0.00, 1.00]
## emo_sec         |           0.01 | [0.00, 1.00]
## mat_sec:emo_sec |       2.55e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.07 | [0.00, Inf]
## emo_sec         |                0.10 | [0.00, Inf]
## mat_sec:emo_sec |                0.05 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: punishment
##            Sum Sq  Df F value Pr(>F)
## mat_sec     11.94   1  1.2391 0.2666
## Residuals 2631.69 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: punishment
##            Sum Sq  Df F value  Pr(>F)  
## emo_sec     27.17   1  2.8347 0.09339 .
## Residuals 2616.47 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.5320 ns 0.5320 ns -0.1064 -0.48 0.2200 negligible
mat_high emo_low emo_high 68 68 0.0871 ns 0.1742 ns -0.2955 -0.67 0.0052 small
emo_low mat_low mat_high 70 68 0.8450 ns 0.8450 ns -0.0334 -0.37 0.3200 negligible
emo_high mat_low mat_high 69 68 0.1650 ns 0.3300 ns -0.2386 -0.59 0.1000 small

surprise

Q12: To what extent are you surprised to learn of Kevin’s criminal behavior?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low surprise 70 1.929 1.554 0.186 0.371
mat_low emo_high surprise 69 4.783 1.523 0.183 0.366
mat_high emo_low surprise 68 2.338 2.120 0.257 0.513
mat_high emo_high surprise 68 4.662 1.532 0.186 0.371
mat_sec variable n mean sd se ci
mat_low surprise 139 3.345 2.098 0.178 0.352
mat_high surprise 136 3.500 2.181 0.187 0.370
emo_sec variable n mean sd se ci
emo_low surprise 138 2.130 1.859 0.158 0.313
emo_high surprise 137 4.723 1.523 0.130 0.257

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: surprise
##                 Sum Sq  Df  F value Pr(>F)    
## mat_sec           1.45   1   0.5028 0.4789    
## emo_sec         461.76   1 159.8551 <2e-16 ***
## mat_sec:emo_sec   4.84   1   1.6743 0.1968    
## Residuals       782.82 271                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       1.85e-03 | [0.00, 1.00]
## emo_sec         |           0.37 | [0.30, 1.00]
## mat_sec:emo_sec |       6.14e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.04 | [0.00, Inf]
## emo_sec         |                0.77 | [0.65, Inf]
## mat_sec:emo_sec |                0.08 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: surprise
##            Sum Sq  Df F value Pr(>F)
## mat_sec      1.64   1  0.3594 0.5494
## Residuals 1249.42 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: surprise
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   461.96   1  159.82 < 2.2e-16 ***
## Residuals 789.11 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.000 **** 0.000 **** -1.8548 -2.53 -1.38 large
mat_high emo_low emo_high 68 68 0.000 **** 0.000 **** -1.2562 -1.78 -0.86 large
emo_low mat_low mat_high 70 68 0.197 ns 0.394 ns -0.2209 -0.56 0.13 small
emo_high mat_low mat_high 69 68 0.644 ns 0.644 ns 0.0791 -0.24 0.42 negligible

sympathy

Q13: To what extent do you feel sympathy for Kevin?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low sympathy 70 3.343 1.483 0.177 0.354
mat_low emo_high sympathy 69 1.942 1.542 0.186 0.371
mat_high emo_low sympathy 68 2.838 1.617 0.196 0.391
mat_high emo_high sympathy 68 1.338 1.512 0.183 0.366
mat_sec variable n mean sd se ci
mat_low sympathy 139 2.647 1.663 0.141 0.279
mat_high sympathy 136 2.088 1.732 0.149 0.294
emo_sec variable n mean sd se ci
emo_low sympathy 138 3.094 1.566 0.133 0.264
emo_high sympathy 137 1.642 1.552 0.133 0.262

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: sympathy
##                 Sum Sq  Df F value    Pr(>F)    
## mat_sec          21.10   1  8.9070    0.0031 ** 
## emo_sec         144.52   1 61.0056 1.254e-13 ***
## mat_sec:emo_sec   0.17   1  0.0713    0.7896    
## Residuals       641.98 271                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.03 | [0.01, 1.00]
## emo_sec         |           0.18 | [0.12, 1.00]
## mat_sec:emo_sec |       2.63e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.18 | [0.08, Inf]
## emo_sec         |                0.47 | [0.37, Inf]
## mat_sec:emo_sec |                0.02 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: sympathy
##           Sum Sq  Df F value   Pr(>F)   
## mat_sec    21.50   1   7.461 0.006716 **
## Residuals 786.67 273                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: sympathy
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   144.92   1  59.649 2.161e-13 ***
## Residuals 663.25 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0000 **** 0.0000 **** 0.9260 0.550 1.33 large
mat_high emo_low emo_high 68 68 0.0000 **** 0.0000 **** 0.9581 0.630 1.38 large
emo_low mat_low mat_high 70 68 0.0581 ns 0.0581 ns 0.3254 -0.009 0.67 small
emo_high mat_low mat_high 69 68 0.0222 * 0.0444 * 0.3953 0.070 0.75 small

SE1

Q14: Self-expression 1: To what extent do you think Kevin’s criminal behavior reflects the sort of person he is, morally speaking?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SE1 70 3.657 1.403 0.168 0.334
mat_low emo_high SE1 69 3.841 1.578 0.190 0.379
mat_high emo_low SE1 68 3.912 1.255 0.152 0.304
mat_high emo_high SE1 68 4.471 1.344 0.163 0.325
mat_sec variable n mean sd se ci
mat_low SE1 139 3.748 1.490 0.126 0.250
mat_high SE1 136 4.191 1.325 0.114 0.225
emo_sec variable n mean sd se ci
emo_low SE1 138 3.783 1.333 0.113 0.224
emo_high SE1 137 4.153 1.495 0.128 0.253

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SE1
##                 Sum Sq  Df F value   Pr(>F)   
## mat_sec          13.41   1  6.8374 0.009427 **
## emo_sec           9.37   1  4.7758 0.029719 * 
## mat_sec:emo_sec   2.42   1  1.2349 0.267441   
## Residuals       531.43 271                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.02 | [0.00, 1.00]
## emo_sec         |           0.02 | [0.00, 1.00]
## mat_sec:emo_sec |       4.54e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.16 | [0.06, Inf]
## emo_sec         |                0.13 | [0.03, Inf]
## mat_sec:emo_sec |                0.07 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SE1
##           Sum Sq  Df F value   Pr(>F)   
## mat_sec    13.49   1  6.7791 0.009728 **
## Residuals 543.22 273                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SE1
##           Sum Sq  Df F value  Pr(>F)  
## emo_sec     9.45   1  4.7122 0.03081 *
## Residuals 547.26 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.4700 ns 0.4700 ns -0.1229 -0.46 0.20 negligible
mat_high emo_low emo_high 68 68 0.0134 * 0.0268 * -0.4299 -0.79 -0.12 small
emo_low mat_low mat_high 70 68 0.2640 ns 0.2640 ns -0.1912 -0.54 0.16 negligible
emo_high mat_low mat_high 69 68 0.0131 * 0.0262 * -0.4297 -0.77 -0.08 small

SE2

Q15: Self-expression 2: To what extent do you think Kevin’s criminal behavior is indicative of his moral character? [0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SE2 70 3.671 1.282 0.153 0.306
mat_low emo_high SE2 69 4.101 1.516 0.183 0.364
mat_high emo_low SE2 68 3.941 1.145 0.139 0.277
mat_high emo_high SE2 68 4.515 1.252 0.152 0.303
mat_sec variable n mean sd se ci
mat_low SE2 139 3.885 1.415 0.120 0.237
mat_high SE2 136 4.228 1.229 0.105 0.208
emo_sec variable n mean sd se ci
emo_low SE2 138 3.804 1.219 0.104 0.205
emo_high SE2 137 4.307 1.401 0.120 0.237

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SE2
##                 Sum Sq  Df F value   Pr(>F)   
## mat_sec           8.00   1  4.6906 0.031201 * 
## emo_sec          17.26   1 10.1111 0.001645 **
## mat_sec:emo_sec   0.35   1  0.2074 0.649188   
## Residuals       462.48 271                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.02 | [0.00, 1.00]
## emo_sec         |           0.04 | [0.01, 1.00]
## mat_sec:emo_sec |       7.65e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.13 | [0.03, Inf]
## emo_sec         |                0.19 | [0.09, Inf]
## mat_sec:emo_sec |                0.03 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SE2
##           Sum Sq  Df F value  Pr(>F)  
## mat_sec     8.09   1  4.6001 0.03285 *
## Residuals 480.09 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SE2
##           Sum Sq  Df F value   Pr(>F)   
## emo_sec    17.34   1  10.054 0.001693 **
## Residuals 470.84 273                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0730 ns 0.0730 ns -0.3065 -0.67 0.03 small
mat_high emo_low emo_high 68 68 0.0061 ** 0.0121 * -0.4782 -0.84 -0.15 small
emo_low mat_low mat_high 70 68 0.1950 ns 0.1950 ns -0.2218 -0.58 0.11 small
emo_high mat_low mat_high 69 68 0.0844 ns 0.1688 ns -0.2971 -0.62 0.03 small

SE3

Q16: Self-expression 3: To what extent do you think Kevin’s criminal behavior reflects the circumstances in which he grew up?

[0=Not at all, …, 6=Extremely]

Note: This variable has been reverse coded.

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SE3 70 1.414 0.970 0.116 0.231
mat_low emo_high SE3 69 3.797 1.290 0.155 0.310
mat_high emo_low SE3 68 1.647 1.336 0.162 0.323
mat_high emo_high SE3 68 4.647 1.572 0.191 0.380
mat_sec variable n mean sd se ci
mat_low SE3 139 2.597 1.649 0.140 0.277
mat_high SE3 136 3.147 2.092 0.179 0.355
emo_sec variable n mean sd se ci
emo_low SE3 138 1.529 1.166 0.099 0.196
emo_high SE3 137 4.219 1.494 0.128 0.252

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SE3
##                 Sum Sq  Df  F value    Pr(>F)    
## mat_sec          20.06   1  11.7390  0.000707 ***
## emo_sec         496.75   1 290.6249 < 2.2e-16 ***
## mat_sec:emo_sec   6.55   1   3.8298  0.051375 .  
## Residuals       463.20 271                       
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.04 | [0.01, 1.00]
## emo_sec         |           0.52 | [0.45, 1.00]
## mat_sec:emo_sec |           0.01 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.21 | [0.11, Inf]
## emo_sec         |                1.04 | [0.91, Inf]
## mat_sec:emo_sec |                0.12 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SE3
##           Sum Sq  Df F value  Pr(>F)  
## mat_sec    20.79   1  5.8723 0.01603 *
## Residuals 966.50 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SE3
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   497.47   1  277.27 < 2.2e-16 ***
## Residuals 489.81 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0000 **** 0.0000 **** -2.0896 -2.54 -1.71 large
mat_high emo_low emo_high 68 68 0.0000 **** 0.0000 **** -2.0569 -2.71 -1.58 large
emo_low mat_low mat_high 70 68 0.2430 ns 0.2430 ns -0.1998 -0.53 0.12 negligible
emo_high mat_low mat_high 69 68 0.0007 *** 0.0014 ** -0.5916 -0.99 -0.24 moderate

Composite DV selfExpr3

SE1, SE2, and SE3

Composite & summary

## 
## Cronbach's alpha for the 'dfselfExpr3' data-set
## 
## Items: 3
## Sample units: 275
## alpha: 0.626
## 
## Bootstrap 95% CI based on 1000 samples
##  2.5% 97.5% 
## 0.518 0.709
mat_sec emo_sec variable n mean sd se ci
mat_low emo_low selfExpr3 70 2.914 0.944 0.113 0.225
mat_low emo_high selfExpr3 69 3.913 1.185 0.143 0.285
mat_high emo_low selfExpr3 68 3.167 0.963 0.117 0.233
mat_high emo_high selfExpr3 68 4.544 0.910 0.110 0.220
mat_sec variable n mean sd se ci
mat_low selfExpr3 139 3.410 1.178 0.1 0.198
mat_high selfExpr3 136 3.855 1.162 0.1 0.197
emo_sec variable n mean sd se ci
emo_low selfExpr3 138 3.039 0.958 0.082 0.161
emo_high selfExpr3 137 4.226 1.100 0.094 0.186

Composite DV selfExpr2

Only SE1 and SE2

Composite & summary

## 
## Cronbach's alpha for the 'dfselfExpr2' data-set
## 
## Items: 2
## Sample units: 275
## alpha: 0.915
## 
## Bootstrap 95% CI based on 1000 samples
##  2.5% 97.5% 
## 0.880 0.939
mat_sec emo_sec variable n mean sd se ci
mat_low emo_low selfExpr2 70 3.664 1.293 0.155 0.308
mat_low emo_high selfExpr2 69 3.971 1.477 0.178 0.355
mat_high emo_low selfExpr2 68 3.926 1.160 0.141 0.281
mat_high emo_high selfExpr2 68 4.493 1.238 0.150 0.300
mat_sec variable n mean sd se ci
mat_low selfExpr2 139 3.817 1.391 0.118 0.233
mat_high selfExpr2 136 4.210 1.229 0.105 0.208
emo_sec variable n mean sd se ci
emo_low selfExpr2 138 3.793 1.232 0.105 0.207
emo_high selfExpr2 137 4.230 1.384 0.118 0.234

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: selfExpr2
##                 Sum Sq  Df F value  Pr(>F)   
## mat_sec          10.53   1  6.2505 0.01301 * 
## emo_sec          13.01   1  7.7211 0.00584 **
## mat_sec:emo_sec   1.16   1  0.6864 0.40811   
## Residuals       456.68 271                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.02 | [0.00, 1.00]
## emo_sec         |           0.03 | [0.00, 1.00]
## mat_sec:emo_sec |       2.53e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.15 | [0.05, Inf]
## emo_sec         |                0.17 | [0.07, Inf]
## mat_sec:emo_sec |                0.05 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: selfExpr2
##           Sum Sq  Df F value Pr(>F)  
## mat_sec    10.62   1  6.1562 0.0137 *
## Residuals 470.85 273                 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: selfExpr2
##           Sum Sq  Df F value  Pr(>F)   
## emo_sec    13.10   1  7.6332 0.00612 **
## Residuals 468.37 273                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.1950 ns 0.1950 ns -0.2210 -0.57 0.12 small
mat_high emo_low emo_high 68 68 0.0068 ** 0.0135 * -0.4719 -0.85 -0.14 small
emo_low mat_low mat_high 70 68 0.2120 ns 0.2120 ns -0.2133 -0.55 0.13 small
emo_high mat_low mat_high 69 68 0.0269 * 0.0538 ns -0.3824 -0.71 -0.05 small

SFC1

Q17: Self-formative control 1: To what extent do you think Kevin freely chose to become the kind of person he is?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SFC1 70 3.186 1.376 0.164 0.328
mat_low emo_high SFC1 69 4.478 1.196 0.144 0.287
mat_high emo_low SFC1 68 3.294 1.536 0.186 0.372
mat_high emo_high SFC1 68 4.603 1.447 0.175 0.350
mat_sec variable n mean sd se ci
mat_low SFC1 139 3.827 1.439 0.122 0.241
mat_high SFC1 136 3.949 1.625 0.139 0.276
emo_sec variable n mean sd se ci
emo_low SFC1 138 3.239 1.453 0.124 0.245
emo_high SFC1 137 4.540 1.323 0.113 0.224

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SFC1
##                 Sum Sq  Df F value    Pr(>F)    
## mat_sec           0.93   1  0.4806    0.4887    
## emo_sec         116.29   1 59.8914 1.992e-13 ***
## mat_sec:emo_sec   0.00   1  0.0023    0.9614    
## Residuals       526.20 271                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       1.77e-03 | [0.00, 1.00]
## emo_sec         |           0.18 | [0.12, 1.00]
## mat_sec:emo_sec |       8.65e-06 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.04 | [0.00, Inf]
## emo_sec         |                0.47 | [0.36, Inf]
## mat_sec:emo_sec |            2.94e-03 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SFC1
##           Sum Sq  Df F value Pr(>F)
## mat_sec     1.01   1   0.429  0.513
## Residuals 642.50 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SFC1
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   116.37   1  60.266 1.672e-13 ***
## Residuals 527.14 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.000 **** 0 **** -1.0024 -1.39 -0.66 large
mat_high emo_low emo_high 68 68 0.000 **** 0 **** -0.8771 -1.27 -0.51 large
emo_low mat_low mat_high 70 68 0.663 ns 1 ns -0.0744 -0.40 0.26 negligible
emo_high mat_low mat_high 69 68 0.583 ns 1 ns -0.0940 -0.46 0.24 negligible

SFC2

Q18: Self-formative control 2: To what extent do you think Kevin was able to choose the moral character that he has?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SFC2 70 3.414 1.313 0.157 0.313
mat_low emo_high SFC2 69 4.449 1.290 0.155 0.310
mat_high emo_low SFC2 68 3.824 1.326 0.161 0.321
mat_high emo_high SFC2 68 4.662 1.431 0.174 0.346
mat_sec variable n mean sd se ci
mat_low SFC2 139 3.928 1.397 0.118 0.234
mat_high SFC2 136 4.243 1.438 0.123 0.244
emo_sec variable n mean sd se ci
emo_low SFC2 138 3.616 1.331 0.113 0.224
emo_high SFC2 137 4.555 1.361 0.116 0.230

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SFC2
##                 Sum Sq  Df F value    Pr(>F)    
## mat_sec           6.66   1  3.7037   0.05534 .  
## emo_sec          60.45   1 33.6256 1.856e-08 ***
## mat_sec:emo_sec   0.67   1  0.3701   0.54347    
## Residuals       487.16 271                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.01 | [0.00, 1.00]
## emo_sec         |           0.11 | [0.06, 1.00]
## mat_sec:emo_sec |       1.36e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.12 | [0.00, Inf]
## emo_sec         |                0.35 | [0.25, Inf]
## mat_sec:emo_sec |                0.04 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SFC2
##           Sum Sq  Df F value  Pr(>F)  
## mat_sec     6.80   1  3.3875 0.06678 .
## Residuals 548.27 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SFC2
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec    60.59   1  33.452 1.995e-08 ***
## Residuals 494.48 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0000 **** 0.0000 **** -0.7952 -1.20 -0.44 moderate
mat_high emo_low emo_high 68 68 0.0005 *** 0.0005 *** -0.6075 -1.01 -0.28 moderate
emo_low mat_low mat_high 70 68 0.0708 ns 0.1416 ns -0.3101 -0.67 0.05 small
emo_high mat_low mat_high 69 68 0.3630 ns 0.3630 ns -0.1561 -0.51 0.17 negligible

SFC3

Q19: Self-formative control 3: To what extent do you think Kevin could have decided to become a different kind of person?

[0=Not at all, …, 6=Extremely]

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SFC3 70 4.129 1.227 0.147 0.293
mat_low emo_high SFC3 69 4.710 1.330 0.160 0.319
mat_high emo_low SFC3 68 4.309 1.341 0.163 0.325
mat_high emo_high SFC3 68 4.941 1.292 0.157 0.313
mat_sec variable n mean sd se ci
mat_low SFC3 139 4.417 1.307 0.111 0.219
mat_high SFC3 136 4.625 1.350 0.116 0.229
emo_sec variable n mean sd se ci
emo_low SFC3 138 4.217 1.283 0.109 0.216
emo_high SFC3 137 4.825 1.311 0.112 0.222

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SFC3
##                 Sum Sq  Df F value   Pr(>F)    
## mat_sec           2.90   1  1.7249 0.190181    
## emo_sec          25.30   1 15.0275 0.000133 ***
## mat_sec:emo_sec   0.04   1  0.0263 0.871252    
## Residuals       456.33 271                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       6.32e-03 | [0.00, 1.00]
## emo_sec         |           0.05 | [0.02, 1.00]
## mat_sec:emo_sec |       9.71e-05 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.08 | [0.00, Inf]
## emo_sec         |                0.24 | [0.13, Inf]
## mat_sec:emo_sec |            9.85e-03 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SFC3
##           Sum Sq  Df F value Pr(>F)
## mat_sec     2.97   1  1.6813 0.1958
## Residuals 481.67 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SFC3
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec    25.37   1  15.078 0.0001295 ***
## Residuals 459.27 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0082 ** 0.0117 * -0.4548 -0.83 -0.12 small
mat_high emo_low emo_high 68 68 0.0059 ** 0.0117 * -0.4803 -0.85 -0.14 small
emo_low mat_low mat_high 70 68 0.4110 ns 0.6080 ns -0.1403 -0.49 0.18 negligible
emo_high mat_low mat_high 69 68 0.3040 ns 0.6080 ns -0.1762 -0.53 0.14 negligible

SFC4

Q20: Self-formative control 4: To what extent do you think Kevin’s character was determined by the circumstances in which he grew up?

[0=Not at all, …, 6=Extremely]

Note: This variable has been reverse coded.

Summary

mat_sec emo_sec variable n mean sd se ci
mat_low emo_low SFC4 70 1.743 1.138 0.136 0.271
mat_low emo_high SFC4 69 3.594 1.287 0.155 0.309
mat_high emo_low SFC4 68 1.912 1.313 0.159 0.318
mat_high emo_high SFC4 68 4.029 1.476 0.179 0.357
mat_sec variable n mean sd se ci
mat_low SFC4 139 2.662 1.525 0.129 0.256
mat_high SFC4 136 2.971 1.751 0.150 0.297
emo_sec variable n mean sd se ci
emo_low SFC4 138 1.826 1.226 0.104 0.206
emo_high SFC4 137 3.810 1.396 0.119 0.236

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: SFC4
##                 Sum Sq  Df  F value  Pr(>F)    
## mat_sec           6.25   1   3.6562 0.05692 .  
## emo_sec         270.35   1 158.0961 < 2e-16 ***
## mat_sec:emo_sec   1.22   1   0.7127 0.39930    
## Residuals       463.42 271                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.01 | [0.00, 1.00]
## emo_sec         |           0.37 | [0.30, 1.00]
## mat_sec:emo_sec |       2.62e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.12 | [0.00, Inf]
## emo_sec         |                0.76 | [0.65, Inf]
## mat_sec:emo_sec |                0.05 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: SFC4
##           Sum Sq  Df F value Pr(>F)
## mat_sec     6.55   1  2.4335 0.1199
## Residuals 734.99 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: SFC4
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   270.65   1  156.91 < 2.2e-16 ***
## Residuals 470.89 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.0000 **** 0.0000 **** -1.5246 -1.90 -1.20 large
mat_high emo_low emo_high 68 68 0.0000 **** 0.0000 **** -1.5162 -1.96 -1.12 large
emo_low mat_low mat_high 70 68 0.4200 ns 0.4200 ns -0.1376 -0.47 0.21 negligible
emo_high mat_low mat_high 69 68 0.0679 ns 0.1358 ns -0.3145 -0.69 0.03 small

Composite DV selfFormControl4

SFC1, SFC2, SFC3, and SFC4

Composite & summary

## 
## Cronbach's alpha for the 'dfselfFormControl4' data-set
## 
## Items: 4
## Sample units: 275
## alpha: 0.817
## 
## Bootstrap 95% CI based on 1000 samples
##  2.5% 97.5% 
## 0.777 0.850
mat_sec emo_sec variable n mean sd se ci
mat_low emo_low selfFormControl4 70 3.118 0.921 0.110 0.219
mat_low emo_high selfFormControl4 69 4.308 1.012 0.122 0.243
mat_high emo_low selfFormControl4 68 3.335 1.090 0.132 0.264
mat_high emo_high selfFormControl4 68 4.559 1.091 0.132 0.264
mat_sec variable n mean sd se ci
mat_low selfFormControl4 139 3.709 1.134 0.096 0.190
mat_high selfFormControl4 136 3.947 1.248 0.107 0.212
emo_sec variable n mean sd se ci
emo_low selfFormControl4 138 3.225 1.010 0.086 0.170
emo_high selfFormControl4 137 4.432 1.056 0.090 0.178

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: selfFormControl4
##                  Sum Sq  Df F value  Pr(>F)    
## mat_sec           3.755   1  3.5400 0.06098 .  
## emo_sec         100.156   1 94.4249 < 2e-16 ***
## mat_sec:emo_sec   0.020   1  0.0189 0.89077    
## Residuals       287.449 271                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.01 | [0.00, 1.00]
## emo_sec         |           0.26 | [0.19, 1.00]
## mat_sec:emo_sec |       6.97e-05 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.11 | [0.00, Inf]
## emo_sec         |                0.59 | [0.48, Inf]
## mat_sec:emo_sec |            8.35e-03 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: selfFormControl4
##           Sum Sq  Df F value  Pr(>F)  
## mat_sec     3.90   1  2.7437 0.09879 .
## Residuals 387.63 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: selfFormControl4
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   100.30   1  94.021 < 2.2e-16 ***
## Residuals 291.22 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.000 **** 0.00 **** -1.2307 -1.62 -0.89 large
mat_high emo_low emo_high 68 68 0.000 **** 0.00 **** -1.1227 -1.55 -0.75 large
emo_low mat_low mat_high 70 68 0.209 ns 0.33 ns -0.2151 -0.56 0.09 small
emo_high mat_low mat_high 69 68 0.165 ns 0.33 ns -0.2385 -0.64 0.09 small

Composite DV selfFormControl3

Only SFC1, SFC2, and SFC3

Composite & summary

## 
## Cronbach's alpha for the 'dfselfFormControl3' data-set
## 
## Items: 3
## Sample units: 275
## alpha: 0.862
## 
## Bootstrap 95% CI based on 1000 samples
##  2.5% 97.5% 
## 0.824 0.891
mat_sec emo_sec variable n mean sd se ci
mat_low emo_low selfFormControl3 70 3.576 1.071 0.128 0.255
mat_low emo_high selfFormControl3 69 4.546 1.143 0.138 0.275
mat_high emo_low selfFormControl3 68 3.809 1.228 0.149 0.297
mat_high emo_high selfFormControl3 68 4.735 1.255 0.152 0.304
mat_sec variable n mean sd se ci
mat_low selfFormControl3 139 4.058 1.206 0.102 0.202
mat_high selfFormControl3 136 4.272 1.321 0.113 0.224
emo_sec variable n mean sd se ci
emo_low selfFormControl3 138 3.691 1.152 0.098 0.194
emo_high selfFormControl3 137 4.640 1.199 0.102 0.203

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: selfFormControl3
##                 Sum Sq  Df F value    Pr(>F)    
## mat_sec           3.06   1  2.2172    0.1376    
## emo_sec          61.83   1 44.7523 1.277e-10 ***
## mat_sec:emo_sec   0.03   1  0.0232    0.8789    
## Residuals       374.39 271                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       8.12e-03 | [0.00, 1.00]
## emo_sec         |           0.14 | [0.08, 1.00]
## mat_sec:emo_sec |       8.58e-05 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.09 | [0.00, Inf]
## emo_sec         |                0.41 | [0.30, Inf]
## mat_sec:emo_sec |            9.26e-03 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: selfFormControl3
##           Sum Sq  Df F value Pr(>F)
## mat_sec     3.16   1  1.9793 0.1606
## Residuals 436.25 273               
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: selfFormControl3
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec    61.93   1  44.785 1.244e-10 ***
## Residuals 377.49 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.000 **** 0.000 **** -0.8757 -1.28 -0.53 large
mat_high emo_low emo_high 68 68 0.000 **** 0.000 **** -0.7465 -1.14 -0.40 moderate
emo_low mat_low mat_high 70 68 0.237 ns 0.474 ns -0.2022 -0.52 0.13 small
emo_high mat_low mat_high 69 68 0.357 ns 0.474 ns -0.1579 -0.49 0.19 negligible

Composite DV circumstances

SE3 and SFC4

Composite & summary

## 
## Cronbach's alpha for the 'dfcircumstances' data-set
## 
## Items: 2
## Sample units: 275
## alpha: 0.868
## 
## Bootstrap 95% CI based on 1000 samples
##  2.5% 97.5% 
## 0.815 0.906
mat_sec emo_sec variable n mean sd se ci
mat_low emo_low circumstances 70 1.579 0.954 0.114 0.228
mat_low emo_high circumstances 69 3.696 1.161 0.140 0.279
mat_high emo_low circumstances 68 1.779 1.232 0.149 0.298
mat_high emo_high circumstances 68 4.338 1.320 0.160 0.319
mat_sec variable n mean sd se ci
mat_low circumstances 139 2.629 1.499 0.127 0.251
mat_high circumstances 136 3.059 1.807 0.155 0.307
emo_sec variable n mean sd se ci
emo_low circumstances 138 1.678 1.100 0.094 0.185
emo_high circumstances 137 4.015 1.279 0.109 0.216

ANOVA

## $output1
## Anova Table (Type II tests)
## 
## Response: circumstances
##                 Sum Sq  Df  F value    Pr(>F)    
## mat_sec          12.18   1   8.8527  0.003191 ** 
## emo_sec         375.01   1 272.5761 < 2.2e-16 ***
## mat_sec:emo_sec   3.35   1   2.4375  0.119635    
## Residuals       372.84 271                       
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output2
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.03 | [0.01, 1.00]
## emo_sec         |           0.50 | [0.44, 1.00]
## mat_sec:emo_sec |       8.91e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.18 | [0.08, Inf]
## emo_sec         |                1.00 | [0.88, Inf]
## mat_sec:emo_sec |                0.09 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].
## $output4
## Anova Table (Type II tests)
## 
## Response: circumstances
##           Sum Sq  Df F value  Pr(>F)  
## mat_sec    12.67   1  4.6047 0.03277 *
## Residuals 751.20 273                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $output5
## Anova Table (Type II tests)
## 
## Response: circumstances
##           Sum Sq  Df F value    Pr(>F)    
## emo_sec   375.50   1  263.95 < 2.2e-16 ***
## Residuals 388.37 273                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Plots & Comparisons

group group1 group2 n1 n2 p p.signif p.adj p.adj.signif effsize conf.low conf.high Cohens’ d
mat_low emo_low emo_high 70 69 0.000 **** 0.0000 **** -1.9941 -2.40 -1.67 large
mat_high emo_low emo_high 68 68 0.000 **** 0.0000 **** -2.0043 -2.57 -1.54 large
emo_low mat_low mat_high 70 68 0.285 ns 0.2850 ns -0.1826 -0.50 0.18 negligible
emo_high mat_low mat_high 69 68 0.003 ** 0.0059 ** -0.5173 -0.92 -0.19 moderate

ANCOVA blame with covariate SES

Regular ANOVA interaction mat_sec:emo_sec

## blame ~ mat_sec * emo_sec
## Anova Table (Type II tests)
## 
## Response: blame
##                  Sum Sq  Df F value   Pr(>F)    
## mat_sec           4.337   1  3.9597  0.04761 *  
## emo_sec          17.888   1 16.3323 6.93e-05 ***
## mat_sec:emo_sec   0.041   1  0.0378  0.84602    
## Residuals       296.819 271                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |           0.01 | [0.00, 1.00]
## emo_sec         |           0.06 | [0.02, 1.00]
## mat_sec:emo_sec |       1.39e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.12 | [0.01, Inf]
## emo_sec         |                0.25 | [0.14, Inf]
## mat_sec:emo_sec |                0.01 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].

ANCOVA interaction mat_sec:emo_sec with covariate SES

## blame ~ mat_sec * emo_sec + SES
## Anova Table (Type II tests)
## 
## Response: blame
##                  Sum Sq  Df F value  Pr(>F)  
## mat_sec           0.432   1  0.4022 0.52649  
## emo_sec           4.676   1  4.3509 0.03793 *
## SES               6.673   1  6.2101 0.01330 *
## mat_sec:emo_sec   0.039   1  0.0365 0.84872  
## Residuals       290.145 270                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Eta2 (partial) |       95% CI
## -----------------------------------------------
## mat_sec         |       1.49e-03 | [0.00, 1.00]
## emo_sec         |           0.02 | [0.00, 1.00]
## SES             |           0.02 | [0.00, 1.00]
## mat_sec:emo_sec |       1.35e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## # Effect Size for ANOVA (Type II)
## 
## Parameter       | Cohen's f (partial) |      95% CI
## ---------------------------------------------------
## mat_sec         |                0.04 | [0.00, Inf]
## emo_sec         |                0.13 | [0.02, Inf]
## SES             |                0.15 | [0.05, Inf]
## mat_sec:emo_sec |                0.01 | [0.00, Inf]
## 
## - One-sided CIs: upper bound fixed at [Inf].