YouthGratitude {psychotools} | R Documentation |
Measuring Gratitude in Youth
Description
Cross-section data on several gratitude scales for children and adolescents.
Usage
data("YouthGratitude")
Format
A data frame containing 1405 observations on 28 variables.
- id
Integer person ID.
- age
Age in years (10–19 years).
- agegroup
Factor coding of age with levels
"10-11"
,"12-13"
,"14"
,"15"
,"16"
,"17-19"
.- losd_1
Life has been good to me.
- losd_2
There never seems to be enough to go around, and I never seem to get my share. (Reverse scored.)
- losd_3
I really don't think that I've gotten all the good things that I deserve in life. (Reverse scored.)
- losd_4
More bad things have happened to me in my life than I deserve. (Reverse scored.)
- losd_5
Because of what I've gone through in my life, I really feel like the world owes me something. (Reverse scored.)
- losd_6
For some reason I never seem to get the advantages that others get. (Reverse scored.)
- sa_1
Oftentimes I have been overwhelmed at the beauty of nature.
- sa_2
Every Fall I really enjoy watching the leaves change colors.
- sa_3
I think that it's important to 'Stop and smell the roses.'
- sa_4
I think that it's important to pause often to 'count my blessings.'
- sa_5
I think it's important to enjoy the simple things in life.
- sa_6
I think it's important to appreciate each day that you are alive.
- ao_1
I couldn't have gotten where I am today without the help of many people.
- ao_2
Although I think it's important to feel good about your accomplishments, I think that it's also important to remember how others have contributed to my accomplishments.
- ao_3
Although I'm basically in control of my life, I can't help but think about all those who have supported me and helped me along the way.
- ao_4
I feel deeply appreciative for the things others have done for me in my life.
- gq6_1
I have so much in life to be thankful for.
- gq6_2
If I had to list everything that I felt thankful for, it would be a very long list.
- gq6_3
When I look at the world, I don't see much to be thankful for.
- gq6_4
I am thankful to a wide variety of people. (Reverse scored.)
- gq6_5
As I get older I find myself more able to appreciate the people, events, and situations that have been part of my life history.
- gq6_6
Long amounts of time can go by before I feel gratitude to something or someone. (Reverse scored.)
- gac_1
Grateful.
- gac_2
Thankful.
- gac_3
Appreciative.
Details
The gratitude scales employed are:
GRAT: Gratitude, Resentment, Appreciation Test (1–9).
Short form with subscales LOSD (lack of a sense of deprivation),
SA (simple appreciation), and AO (appreciation for others).
GQ-6: Gratitude Questionnaire-6 (1–7).
GAC: Gratitude Adjective Checklist (1–5).
The item losd_1
has been omitted from all analyses in Froh et al. (2011)
because it loaded lowly on all factors. Hence losd_1
is not listed in
Table B1 of Froh et al. (2011). Instead, the remaining items are labeled
losd_1
to losd_5
.
Source
Provided by Jeff Froh and Jinyan Fan.
References
Froh JJ, Fan J, Emmons RA, Bono G, Huebner ES, Watkins P (2011). Measuring Gratitude in Youth: Assessing the Psychometric Properties of Adult Gratitude Scales in Children and Adolescents. Psychological Assessment, 23(2), 311–324.
Examples
data("YouthGratitude", package = "psychotools")
summary(YouthGratitude)
## modeling can be carried out using package lavaan
## Not run:
## remove cases with 'imputed' values (not in 1, ..., 9)
yg <- YouthGratitude[apply(YouthGratitude[, 4:28], 1, function(x) all(x
## GQ-6
gq6_congeneric <- cfa(
'f1 =~ gq6_1 + gq6_2 + gq6_3 + gq6_4 + gq6_5',
data = yg, group = "agegroup", meanstructure = TRUE)
gq6_tauequivalent <- cfa(
'f1 =~ gq6_1 + gq6_2 + gq6_3 + gq6_4 + gq6_5',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = "loadings")
gq6_parallel <- cfa(
'f1 =~ gq6_1 + gq6_2 + gq6_3 + gq6_4 + gq6_5',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = c("loadings", "residuals", "lv.variances"))
anova(gq6_congeneric, gq6_tauequivalent, gq6_parallel)
t(sapply(
list(gq6_congeneric, gq6_tauequivalent, gq6_parallel),
function(m) fitMeasures(m)[c("chisq", "df", "cfi", "srmr")]
))
## GAC
gac_congeneric <- cfa(
'f1 =~ gac_1 + gac_2 + gac_3',
data = yg, group = "agegroup", meanstructure = TRUE)
gac_tauequivalent <- cfa(
'f1 =~ gac_1 + gac_2 + gac_3',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = "loadings")
gac_parallel <- cfa(
'f1 =~ gac_1 + gac_2 + gac_3',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = c("loadings", "residuals", "lv.variances"))
anova(gac_congeneric, gac_tauequivalent, gac_parallel)
t(sapply(
list(gac_congeneric, gac_tauequivalent, gac_parallel),
function(m) fitMeasures(m)[c("chisq", "df", "cfi", "srmr")]
))
## GRAT
grat_congeneric <- cfa(
'f1 =~ losd_2 + losd_3 + losd_4 + losd_5 + losd_6
f2 =~ sa_1 + sa_2 + sa_3 + sa_4 + sa_5 + sa_6
f3 =~ ao_1 + ao_2 + ao_3 + ao_4',
data = yg, group = "agegroup", meanstructure = TRUE)
grat_tauequivalent <- cfa(
'f1 =~ losd_2 + losd_3 + losd_4 + losd_5 + losd_6
f2 =~ sa_1 + sa_2 + sa_3 + sa_4 + sa_5 + sa_6
f3 =~ ao_1 + ao_2 + ao_3 + ao_4',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = "loadings")
grat_parallel <- cfa(
'f1 =~ losd_2 + losd_3 + losd_4 + losd_5 + losd_6
f2 =~ sa_1 + sa_2 + sa_3 + sa_4 + sa_5 + sa_6
f3 =~ ao_1 + ao_2 + ao_3 + ao_4',
data = yg, group = "agegroup", meanstructure = TRUE,
group.equal = c("loadings", "residuals", "lv.variances"))
anova(grat_congeneric, grat_tauequivalent, grat_parallel)
t(sapply(
list(grat_congeneric, grat_tauequivalent, grat_parallel),
function(m) fitMeasures(m)[c("chisq", "df", "cfi", "srmr")]
))
## End(Not run)