An assessment of the use of partial least squares structural equation modeling in marketing research
Citations
13,621 citations
12,855 citations
Cites background or methods or result from "An assessment of the use of partial..."
...…and Cha (1994) ✓ Gefen and Straub (2005) ✓ ✓ Gefen, Straub, and Boudreau (2000) ✓ ✓ Götz, Liehr-Gobbers, and Krafft (2010) ✓ Hair et al. (2011) ✓ ✓ Hair et al. (2012a) ✓ ✓ Hair et al. (2012b) ✓ ✓ Hair et al. (2014) ✓ ✓ Henseler et al. (2009) ✓ ✓ Hulland (1999) ✓ Lee et al. (2011) ✓ ✓ Peng and…...
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...Reviews of PLS use suggest that these recommendations have been widely applied in published research in the fields of management information systems (Ringle et al. 2012), marketing (Hair et al. 2012a), and strategic management (Hair et al. 2012b)....
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...Drawing on the results of prior PLS reviews (e.g., Hair et al. 2012a; Ringle et al. 2012), we vary the indicator loading patterns to allow for (1) different levels of the AVE and (2) varying degrees of heterogeneity between the loadings....
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...The evaluation of the PLS results meets the relevant criteria (Chin 1998, 2010; Götz et al. 2010; Hair et al. 2012a), which Ringle et al. (2010), using this example, presented in detail....
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...…that cross-loadings are more liberal in terms of indicating discriminant validity (i.e., the assessment of crossloadings will support discriminant validity when the FornellLarcker criterion fails to do so; Hair et al. 2012a, b; Henseler et al. 2009), prior research has not yet tested this notion....
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6,220 citations
Cites background or methods from "An assessment of the use of partial..."
...Prior research has provided such reporting guidelines (Hair et al., 2011; Hair et al., 2013; Hair et al., 2012b; Chin, 2010; Tenenhaus et al., 2005; Henseler et al., 2009), which, in light of more recent research and methodological developments in the PLS-SEM domain, need to be continuously…...
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...…systems (Ringle et al., 2012), operations management (Peng and Lai, 2012), marketing management (Hair et al., 2012b), management accounting (Nitzl, 2016), strategic management (Hair et al., 2012a), hospitality management (Ali et al., 2018b) and supply chain management (Kaufmann and Gaeckler, 2015)....
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...…(Ringle et al., 2019), management information systems (Ringle et al., 2012), operations management (Peng and Lai, 2012), marketing management (Hair et al., 2012b), management accounting (Nitzl, 2016), strategic management (Hair et al., 2012a), hospitality management (Ali et al., 2018b) and…...
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...Many scholars indicate that the absence of distributional assumptions is the main reason for choosing PLS-SEM (Hair et al., 2012b; Nitzl, 2016; do Valle and Assaker, 2016)....
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5,191 citations
3,251 citations
Cites background from "An assessment of the use of partial..."
...It is already widely applied (Hair et al., 2012b; Ringle et al., 2012)....
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...PLS is widely used in information systems research (Marcoulides and Saunders, 2006), strategic management (Hair et al., 2012a), marketing (Hair et al., 2012b), and beyond....
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...Not only has PLS and its use been subject of various reviews (cf. Hair et al., 2012a, b), but just recently it has also undergone a series of serious examinations, and has been the target of heated scientific debates....
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References
115,069 citations
"An assessment of the use of partial..." refers methods in this paper
...14%) considered a particular exogenous latent variable’s relative impact on an endogenous latent variable by means of changes in the R2 values, based on the effect size f2 (Cohen 1988)....
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56,555 citations
"An assessment of the use of partial..." refers background in this paper
...63%) provided evidence of discriminant validity, with most (111 models) solely comparing the constructs’ AVEs with the inter-construct correlations (Fornell and Larcker 1981), a practice that was significantly (p≤0....
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37,124 citations
23,353 citations
19,160 citations
Additional excerpts
...50 Bagozzi and Yi 1988 J. of the Acad. Mark. Sci. (2012) 40:414–433 429...
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