An Assessment of Practical Solutions for Structural Equation Modeling with Complex Sample Data

By Laura M. Stapleton. 2006

171 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Education, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/f42f5d12fa13bf67701335476fb9b861f6d917fa

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In Computer Networks and Communications

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In Management Science and Operations Research

Citations in the corpus

lavaan.survey: An R Package for Complex Survey Analysis of Structural Equation Models (2014, methodology): “…adjustment of the weights or sample size to an eﬀective sample size (Stapleton 2002), pseudo-maximum likelihood (Muth´en and Satorra 1995; Asparouhov 2005, 2006), and weighted least squares estimation (Skinner et al. 1989, p. 86); see Stapleton (2006) for an overview of these approaches.”
Mapping the relationships between high-performance work systems, employee resilience and engagement: a study of the banking industry in China (2019, methodology): “correct for clustering of employees in branches (Stapleton, 2006).”
The role of reading comprehension in mathematical modelling: improving the construction of a real-world model and interest in Germany and Taiwan (2021, methodology): “Thus, we used the “TYPE = COMPLEX” Mplus analytic option to account for the clustering effects (Stapleton, 2006).”
TEACHERS' SELF-EFFICACY BELIEFS AS DETERMINANTS OF JOB SATISFACTION AND STUDENTS' ACADEMIC ACHIEVEMENT: A STUDY AT THE SCHOOL LEVEL (2006, methodology): “In clustered data samples, such as our sample, the MPLUS command " TYPE=COMPLEX " allows the use of an estimation procedure that " includes a Taylor series-like function to provide a normal theory covariance matrix for analysis " (Stapleton, 2006, p. 352).”
Person-Organization Value Congruence: How Transformational Leaders Influence Work Group Effectiveness (2011, methodology): “The structural equation modeling method of multilevel modeling is superior to other available methods (e.g., hierarchical linear modeling) because it allows for the specification of multivariate latent models (Stapleton, 2006).”
Does self-efficacy matter for burnout and sickness absenteeism? The mediating role of demands and resources at the individual and team levels (2013, methodology): “A Confirmatory Factor Analysis (CFA) was performed on all self-efficacy items, using an estimation procedure that takes into account the dependence of call centre employees’ data within work teams (for details, see Stapleton, 2006).”
Pathways to Occupational Attainment Among Poor Youth of Color (2009, methodology): “If large-scale survey data were analyzed under SRS assumptions, standard error estimation would be biased, the risk of making a Type I error would increase, and inappropriate conclusions likely would be drawn from the data (Stapleton, 2006).”
Actual environments do affect motivation and psychological adjustment: A test of self-determination theory in a natural setting (2008, methodology): “To test this model of invariance, we examined concurrently the entire model composed of the between and within covariances using a multilevel structural equation modeling technique (see Hox 2002; Stapleton 2006).”