metaSEM (version 1.0.0)

Boer16: Correlation Matrices from Boer et al. (2016)

Description

The data set includes correlation matrices of leader-member exchange in transformational leadership reported by Boer et al. (2016).

Usage

data(Boer16)

Details

A list of data with the following structure:

data

A list of correlation matrices. The variables are LMX (leader-member exchange), TFL (transformational leadership), JS (job satisfaction), OC (organizational commitment), and LE (leader effectiveness)

n

A vector of sample sizes

RelLMX

The reliability of LMX

RelTFL

The reliability of TFL

Examples

# NOT RUN {
## Stage 1 analysis
rand1 <- tssem1(Boer16$data, Boer16$n, method="REM", RE.type="Diag", acov="individual")
summary(rand1)

## Stage 2 analysis
model2a <- 'JS+OC+LE ~ LMX+TFL
            LMX ~ TFL
            ## Variance of TFL is fixed at 1
            TFL ~~ 1*TFL
            ## Correlated residuals
            JS ~~ OC
            JS ~~ LE
            OC ~~ LE'

RAM2a <- lavaan2RAM(model2a, obs.variables = c("LMX", "TFL", "JS", "OC", "LE"),
                    A.notation="on", S.notation="with")

rand2a <- tssem2(rand1, Amatrix=RAM2a$A, Smatrix=RAM2a$S)
summary(rand2a)

my.plot2a <- meta2semPlot(rand2a)
semPlot::semPaths(my.plot2a, whatLabels="est", sizeMan=8,
                  edge.label.cex=1.5, color="yellow",
                  edge.color = "black", weighted=FALSE, layout="tree2")
# }