Benitezetal2020 {cSEM}

Data: Benitezetal2020

Description

A data frame containing 22 variables with 300 observations.

Usage

Benitezetal2020

Format

An object of class data.frame with 300 rows and 22 columns.

Details

The simulated data contains variables about the social executive and employee behavior. Moreover, it contains variables about the social media capability and business performance. The dataset was used as an illustrative example in Benitez et al. (2020).

Source

The dataset is provided as supplementary material by Benitez et al. (2020).

References

Benitez J, Henseler J, Castillo A, Schuberth F (2020). “How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research.” Information & Management, 2(57), 103168. doi:10.1016/j.im.2019.05.003.

Examples

#============================================================================
# Example is taken from Benitez et al. (2020)
#============================================================================
model_Benitez <-"
# Reflective measurement models# Reflective measurement models
SEXB =~ SEXB1 + SEXB2 + SEXB3 +SEXB4
SEMB =~ SEMB1 + SEMB2 + SEMB3 + SEMB4

# Composite models
SMC <~ SMC1 + SMC2 + SMC3 + SMC4
BPP <~ BPP1 + BPP2 + BPP3 + BPP4 + BPP5

# Control variables
FS<~ FirmSize
Ind <~ Industry1 + Industry2 + Industry3

# Structural model
SMC ~ SEXB + SEMB 
BPP ~ SMC + Ind + FS
"

out <- csem(.data = Benitezetal2020, .model = model_Benitez,
            .PLS_weight_scheme_inner = 'factorial',
            .tolerance = 1e-06)