Iwasaki_Big_Five | R Documentation |
This dataset, from Grice & Iwasaki (2007), gives scores on the five personality scales of the NEO PI-r (Costa & McCrae, 1992), called the "Big Five" personality traits: Neuroticism, Extraversion, Openness-to-Experience, Agreeableness, and Conscientiousness.
A data frame with 203 observations on the following 7 variables.
ID
ID number
Group
a factor with
levels Eur
Asian_Amer
Asian_Intl
N
Neuroticism score
E
Extraversion score
O
Openness score
A
Agreeableness score
C
Conscientiousness score
The groups are:
European Americans (Caucasians living in the United States their entire lives)
Asian Americans (Asians living in the United States since before the age of 6 years)
Asian Internationals (Asians who moved to the United States after their 6th birthday)
The factor Group
is set up to compare E vs. Asian and the two Asian
groups
Grice, J., & Iwasaki, M. (2007). A truly multivariate approach to MANOVA. Applied Multivariate Research, 12, 199-226. https://doi.org/10.22329/amr.v12i3.660.
Costa Jr, P. T., & McCrae, R. R. (1992). Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEOFFI) professional manual. Psychological Assessment Resources.
data(Iwasaki_Big_Five)
str(Iwasaki_Big_Five)
mod <- lm(cbind(N, E, O, A, C) ~ Group, data=Iwasaki_Big_Five)
car::Anova(mod)
# heplots
labs <- c("Neuroticism", "Extraversion", "Openness", "Agreeableness", "Consientiousness" )
heplot(mod,
fill = TRUE, fill.alpha = 0.2,
cex.lab = 1.5,
xlab = labs[1], ylab = labs[2])
heplot(mod, variables = c(2,5),
fill = TRUE, fill.alpha = 0.2,
cex.lab = 1.5,
xlab = labs[2], ylab = labs[5])
pairs(mod,
fill = TRUE, fill.alpha = 0.2, var.labels = labs)
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.