Treating unobserved heterogeneity in PLS path modeling: a comparison of FIMIX-PLS with different data analysis strategies

By Marko Sarstedt, Christian M. Ringle. 2010

250 citations recorded by the source corpus.

Subfields: Marketing, Organizational Behavior and Human Resource Management, Tourism, Leisure and Hospitality Management

View Paper: https://www.semanticscholar.org/paper/9ec894e67158128fec5761ecdfdcd7e1c4e91849

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Citations in the corpus

The impact of dynamic capabilities on operational marketing and technological capabilities: investigating the role of environmental turbulence (2015, methodology): “criterion (BIC), and heuristic consistent AIC (CAIC) (Sarstedt and Ringle 2010).”
Goodness-of-fit indices for partial least squares path modeling (2013, methodology): “The GoF has been presented in several research studies (e.g., Tenenhaus et al. 2004, 2005; Esposito Vinzi et al. 2010a; Chin 2010) and has also been used in empirical PLS path modeling applications (e.g., Sarstedt and Ringle 2010; Duarte and Raposo 2010).”
Gain more insight from your PLS-SEM results: The importance-performance map analysis (2016, unknown): “…& Will, 2008), FIMIX-PLS (Hahn, Johnson, Herrmann, & Huber, 2002; Ringle, Sarstedt, & Mooi, 2010; Sarstedt, Becker, Ringle, & Schwaiger, 2011; Sarstedt & Ringle, 2010), PLS-POS (Becker, Ringle, Sarstedt, & Völckner, 2015), moderator (Henseler & Chin, 2010; Henseler & Fassott, 2010), and…”
Partial least squares path modeling: Quo vadis? (2018, background): “Moreover, they form the basis for various segmentation approaches (see, e.g., Sarstedt and Ringle 2010).”
PLS-SEM: Indeed a Silver Bullet (2011, methodology): “These include different approaches to response-based clustering such as FIMIX-PLS (Hahn et al. 2002; Ringle, Sarstedt, and Mooi 2010; Sarstedt and Ringle 2010), PLS genetic algorithm segmentation (Ringle and Schlittgen 2007), and response-based unit segmentation in PLS (REBUS-PLS) (Esposito Vinzi…”
PLS-SEM: Looking Back and Moving Forward (2014, background): “…(e.g., Becker et al., 2013; Kuppelwieser and Sarstedt, 2014; Rigdon et al., 2010; Rigdon et al., 2011; Sarstedt, 2008; Sarstedt et al., 2011a; Sarstedt and Ringle, 2010), analysis of interaction effects (Henseler and Chin, 2010; Henseler and Fassott, 2010), nonlinear effects (Dijkstra and…”
semPLS: Structural Equation Modeling Using Partial Least Squares (2012, methodology): “Originally Wold (1982) proposed the centroid weighting scheme.”