Browsing by Author "Danks, Nicholas"
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Assessing measure congruence in nomological networks
Danks, Nicholas (2021)Evaluations of convergent and discriminant validity are generally conducted by analyzing constructs in isolation or by comparing pairs of latent variables. These approaches ignore the broader nomological network that is ... -
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook
Danks, Nicholas (Springer, 2021) -
The Piggy in the Middle: The Role of Mediators in PLS-SEM-based Prediction
Danks, Nicholas (2021)Researchers are becoming cognizant of the value of conducting predictive analysis using partial least squares structural equation modeling (PLS-SEM) for both the evaluation of overfit and to illustrate the practical value ... -
Prediction in HRM research A gap between rhetoric and reality
Danks, Nicholas (2021)There are broadly two dimensions on which researchers can evaluate their statistical models: explanatory power and predictive power. Using data on job satisfaction in ageing workforces, we empirically highlight the importance ... -
Prediction-oriented model selection in partial least squares path modeling
Danks, Nicholas (2018)Partial least squares path modeling (PLS‐PM) has become popular in various disciplines to model structural relationships among latent variables measured by manifest variables. To fully benefit from the predictive capabilities ... -
Predictions from Partial Least Squares Models
Danks, Nicholas (Emerald Publishing Limited, 2018)This chapter seeks to introduce partial least squares (PLS) practitioners to the generation and evaluation of predictions from their path models, both as a means of validating the practical usefulness of ... -
SEMinR: Domain-specific language for building, estimating, and visualizing structural equation models in R
Danks, Nicholas (The Comprehensive R Archive Network, 2021)SEMinR allows researchers to easily create, estimate, and visualize structural equation models (SEMs) for multiple estimation methods. SEMs are popular modeling techniques in social sciences and the life sciences, and ... -
Using humanness and design aesthetics to choose the best type of trust: a study of mobile banking in France
Danks, Nicholas (2021)Purpose The research aims to addresses the limitations of previous literature regarding choosing the appropriate conceptualization of trust (i.e. interpersonal trust or system trust) and the role of design aesthetics ...