There is a total of 139 entries in the dataset. 1 participants failed the attention check. The valid number of entries is n = 138.
security | n | percentage |
---|---|---|
rich-happy | 68 | 49.28% |
poor-sad | 70 | 50.72% |
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-happy | mat_sec_check | 68 | 5.662 | 0.683 | 0.083 | 0.165 |
poor-sad | mat_sec_check | 70 | 0.814 | 0.822 | 0.098 | 0.196 |
## $output1
## Anova Table (Type II tests)
##
## Response: mat_sec_check
## Sum Sq Df F value Pr(>F)
## security 810.51 1 1416.7 < 2.2e-16 ***
## Residuals 77.81 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.91 | [0.89, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 3.23 | [2.87, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | 6.4088 | 5.36 | 8.02 | 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-happy | emo_sec_check | 68 | 5.471 | 1.014 | 0.123 | 0.246 |
poor-sad | emo_sec_check | 70 | 0.357 | 0.743 | 0.089 | 0.177 |
## $output1
## Anova Table (Type II tests)
##
## Response: emo_sec_check
## Sum Sq Df F value Pr(>F)
## security 901.89 1 1146.2 < 2.2e-16 ***
## Residuals 107.01 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.89 | [0.87, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 2.90 | [2.58, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | 5.7646 | 4.4 | 8.12 | 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-happy | SES1 | 68 | 5.235 | 0.813 | 0.099 | 0.197 |
poor-sad | SES1 | 70 | 1.286 | 1.009 | 0.121 | 0.241 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES1
## Sum Sq Df F value Pr(>F)
## security 538.06 1 638.97 < 2.2e-16 ***
## Residuals 114.52 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.82 | [0.78, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 2.17 | [1.91, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | 4.3041 | 3.66 | 5.26 | 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-happy | SES2 | 68 | 5.074 | 0.834 | 0.101 | 0.202 |
poor-sad | SES2 | 70 | 1.514 | 0.959 | 0.115 | 0.229 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES2
## Sum Sq Df F value Pr(>F)
## security 436.96 1 539.66 < 2.2e-16 ***
## Residuals 110.12 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.80 | [0.75, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 1.99 | [1.75, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | 3.9555 | 3.33 | 4.81 | large |
##
## Cronbach's alpha for the 'dfSES' data-set
##
## Items: 2
## Sample units: 138
## alpha: 0.966
##
## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.954 0.976
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-happy | SES | 68 | 5.154 | 0.754 | 0.091 | 0.183 |
poor-sad | SES | 70 | 1.400 | 0.899 | 0.107 | 0.214 |
## $output1
## Anova Table (Type II tests)
##
## Response: SES
## Sum Sq Df F value Pr(>F)
## security 486.20 1 703.97 < 2.2e-16 ***
## Residuals 93.93 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.84 | [0.80, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 2.28 | [2.01, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | 4.5176 | 3.83 | 5.57 | 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-happy | aggression | 68 | 1.618 | 1.372 | 0.166 | 0.332 |
poor-sad | aggression | 70 | 3.657 | 1.089 | 0.130 | 0.260 |
## $output1
## Anova Table (Type II tests)
##
## Response: aggression
## Sum Sq Df F value Pr(>F)
## security 143.47 1 93.887 < 2.2e-16 ***
## Residuals 207.83 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.41 | [0.31, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.83 | [0.67, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | -1.6498 | -2.14 | -1.24 | 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-happy | anger | 68 | 1.794 | 1.288 | 0.156 | 0.312 |
poor-sad | anger | 70 | 4.086 | 1.032 | 0.123 | 0.246 |
## $output1
## Anova Table (Type II tests)
##
## Response: anger
## Sum Sq Df F value Pr(>F)
## security 181.14 1 133.45 < 2.2e-16 ***
## Residuals 184.60 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.50 | [0.40, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 0.99 | [0.82, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | -1.9669 | -2.4 | -1.6 | 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-happy | mistrust | 68 | 1.647 | 1.453 | 0.176 | 0.352 |
poor-sad | mistrust | 70 | 5.171 | 0.947 | 0.113 | 0.226 |
## $output1
## Anova Table (Type II tests)
##
## Response: mistrust
## Sum Sq Df F value Pr(>F)
## security 428.44 1 286.37 < 2.2e-16 ***
## Residuals 203.47 136
## ---
## 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 | [1.25, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | -2.8814 | -3.86 | -2.3 | large |
##
## Cronbach's alpha for the 'dfSEImpairment' data-set
##
## Items: 4
## Sample units: 138
## alpha: 0.92
##
## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.897 0.939
security | variable | n | mean | sd | se | ci |
---|---|---|---|---|---|---|
rich-happy | SEImpairment | 68 | 1.621 | 1.054 | 0.128 | 0.255 |
poor-sad | SEImpairment | 70 | 4.407 | 0.724 | 0.087 | 0.173 |
## $output1
## Anova Table (Type II tests)
##
## Response: SEImpairment
## Sum Sq Df F value Pr(>F)
## security 267.69 1 329.22 < 2.2e-16 ***
## Residuals 110.58 136
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $output2
## # Effect Size for ANOVA
##
## Parameter | Eta2 | 95% CI
## -------------------------------
## security | 0.71 | [0.64, 1.00]
##
## - One-sided CIs: upper bound fixed at [1.00].
## $output3
## # Effect Size for ANOVA
##
## Parameter | Cohen's f | 95% CI
## -----------------------------------
## security | 1.56 | [1.34, 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-happy | poor-sad | 68 | 70 | 0 | **** | 0 | **** | -3.0894 | -3.7 | -2.58 | 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