There is a total of 138 entries in the dataset. 1 participants failed the attention check. The valid number of entries is n = 137.
security | n | percentage |
---|---|---|
rich-sad | 68 | 49.64% |
poor-happy | 69 | 50.36% |
mat_sec_check: material security manipulation check
Q1: To what extent do you agree with this sentence? Kevin experienced material deprivation as a child
Reverse coded to reflect material SECURITY:
[6=Strongly disagree, …, 3=Neither agree nor disagree, …, 0=Strongly agree]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | mat_sec_check | 68 | 4.309 | 2.024 | 0.245 | 0.490 |
poor-happy | mat_sec_check | 69 | 2.116 | 1.650 | 0.199 | 0.396 |
## $output1
## Anova Table (Type II tests)
##
## Response: mat_sec_check
## Sum Sq Df F value Pr(>F)
## security 164.69 1 48.376 1.376e-10 ***
## Residuals 459.59 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.26 | [0.16, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.60 | [0.44, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 1.1885 | 0.78 | 1.71 | large |
emo_sec_check: emotional security manipulation check
Q2: To what extent do you agree with this sentence? Kevin experienced emotional deprivation as a child
Reverse coded to reflect emotional SECURITY:
[6=Strongly disagree, …, 3=Neither agree nor disagree, …, 0=Strongly agree]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | emo_sec_check | 68 | 0.324 | 0.701 | 0.085 | 0.170 |
poor-happy | emo_sec_check | 69 | 5.043 | 1.265 | 0.152 | 0.304 |
## $output1
## Anova Table (Type II tests)
##
## Response: emo_sec_check
## Sum Sq Df F value Pr(>F)
## security 762.98 1 726.64 < 2.2e-16 ***
## Residuals 141.75 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.84 | [0.81, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 2.32 | [2.05, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | -4.6062 | -6.24 | -3.54 | large |
Q3: Where on the socioeconomic spectrum do you think the adult Kevin is most likely to be?
[0=Lower class, …, 3=Middle class, …, 6=Upper class]
Summary of simulated data
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | SES1 | 68 | 3.985 | 1.491 | 0.181 | 0.361 |
poor-happy | SES1 | 69 | 2.493 | 1.158 | 0.139 | 0.278 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES1
## Sum Sq Df F value Pr(>F)
## security 76.294 1 42.874 1.123e-09 ***
## Residuals 240.232 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.24 | [0.14, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.56 | [0.41, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 1.1189 | 0.75 | 1.55 | large |
Q4: Which of the following do you think best describes the adult Kevin’s personal finances?
[0=Very poor, …, 6=Very wealthy]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | SES2 | 68 | 3.721 | 1.314 | 0.159 | 0.318 |
poor-happy | SES2 | 69 | 2.928 | 1.116 | 0.134 | 0.268 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES2
## Sum Sq Df F value Pr(>F)
## security 21.54 1 14.515 0.0002103 ***
## Residuals 200.33 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.10 | [0.03, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.33 | [0.18, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 2e-04 | *** | 2e-04 | *** | 0.651 | 0.31 | 1.01 | moderate |
##
## Cronbach's alpha for the 'dfSES' data-set
##
## Items: 2
## Sample units: 137
## alpha: 0.854
##
## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.756 0.918
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | SES | 68 | 3.853 | 1.319 | 0.160 | 0.319 |
poor-happy | SES | 69 | 2.710 | 1.041 | 0.125 | 0.250 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES
## Sum Sq Df F value Pr(>F)
## security 44.728 1 31.741 9.845e-08 ***
## Residuals 190.232 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.19 | [0.10, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.48 | [0.33, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 0.9627 | 0.59 | 1.38 | large |
Q5: How likely do you think it is that as an adult, Kevin often acts aggressively toward other people?
[0=Extremely unlikely, …, 6=Extremely likely]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | aggression | 68 | 3.912 | 1.432 | 0.174 | 0.347 |
poor-happy | aggression | 69 | 1.348 | 1.412 | 0.170 | 0.339 |
## $output1
## Anova Table (Type II tests)
##
## Response: aggression
## Sum Sq Df F value Pr(>F)
## security 225.14 1 111.28 < 2.2e-16 ***
## Residuals 273.12 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.45 | [0.35, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.91 | [0.74, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 1.8026 | 1.37 | 2.4 | large |
Q6: How likely do you think it is that as an adult, Kevin is prone to angry outbursts?
[0=Extremely unlikely, …, 6=Extremely likely]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | anger | 68 | 4.294 | 1.235 | 0.150 | 0.299 |
poor-happy | anger | 69 | 1.275 | 1.282 | 0.154 | 0.308 |
## $output1
## Anova Table (Type II tests)
##
## Response: anger
## Sum Sq Df F value Pr(>F)
## security 312.10 1 196.99 < 2.2e-16 ***
## Residuals 213.89 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.59 | [0.51, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 1.21 | [1.02, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 2.3983 | 1.88 | 3.03 | large |
Q8: How likely do you think it is that as an adult, Kevin has difficulty trusting other people?
[0=Extremely unlikely, …, 6=Extremely likely]
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | mistrust | 68 | 5.206 | 1.166 | 0.141 | 0.282 |
poor-happy | mistrust | 69 | 1.913 | 1.401 | 0.169 | 0.337 |
## $output1
## Anova Table (Type II tests)
##
## Response: mistrust
## Sum Sq Df F value Pr(>F)
## security 371.35 1 223.21 < 2.2e-16 ***
## Residuals 224.60 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.62 | [0.54, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 1.29 | [1.09, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 2.5529 | 1.97 | 3.37 | large |
##
## Cronbach's alpha for the 'dfSEImpairment' data-set
##
## Items: 4
## Sample units: 137
## alpha: 0.924
##
## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.891 0.949
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-sad | SEImpairment | 68 | 4.562 | 0.969 | 0.118 | 0.235 |
poor-happy | SEImpairment | 69 | 1.583 | 1.100 | 0.132 | 0.264 |
## $output1
## Anova Table (Type II tests)
##
## Response: SEImpairment
## Sum Sq Df F value Pr(>F)
## security 303.97 1 282.75 < 2.2e-16 ***
## Residuals 145.13 135
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.68 | [0.61, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 1.45 | [1.24, Inf]
##
## - One-sided CIs: upper bound fixed at [Inf].
group1 | group2 | n1 | n2 | p | p.signif | p.adj | p.adj.signif | effsize | conf.low | conf.high | Cohens’ d |
---|---|---|---|---|---|---|---|---|---|---|---|
rich-sad | poor-happy | 68 | 69 | 0 | **** | 0 | **** | 2.8733 | 2.31 | 3.61 | large |
social_anxiety
Q7: How likely do you think it is that as an adult, Kevin often feels anxious in the presence of other people?
[0=Extremely unlikely, …, 6=Extremely likely]
Summary
ANOVA
Plots & Comparisons