2020
DOI: 10.2139/ssrn.3527140
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Using Importance-Performance Matrix Analysis to Evaluate the Financial Performance of American Banks During the Financial Crisis

Abstract: This research applies a technique that identifies areas of improvement that can be addressed by managerial decisions or policy activities. It extends the application of partial least squares structural equation modeling (PLS-SEM) using an importanceperformance map analysis (IPMA). The IPMA determines priority factors that should receive management's attention. The PLS path model was tested by comparing 140 failed U.

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Cited by 2 publications
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“…There are two types of SAME, such as factor/diversity-based CV-SAME and component/diversity based VB-SAME. However, when both methods are presented by clusters of tested variables, multiple independent and dependent variables are together: they are conceptually different in the construction measurement and model estimate method (Henseler, et al 2014 between a tested diversity matrix and an indication covariance matrix, THE VB-SAME increases the amount of explained variation in dependent endogenous formation (Lorentz, et al, 2011;Tailab, 2020) According to Henseler, Ringle & Sarstedt (2015), the VB-SEM involves various techniques, such as a regression on sum score or retreat on the main component, generalised structured component analysis (GSCA) and partial minimum square road modelling (PLS) (Henseler, Ringle & Sarstedt, 2015). PLS-SEM path modelling is suitable for estimating many theoretical models and the model because of the empirical data situations, so is considered a "silver bullet" .…”
Section: Discussionmentioning
confidence: 99%
“…There are two types of SAME, such as factor/diversity-based CV-SAME and component/diversity based VB-SAME. However, when both methods are presented by clusters of tested variables, multiple independent and dependent variables are together: they are conceptually different in the construction measurement and model estimate method (Henseler, et al 2014 between a tested diversity matrix and an indication covariance matrix, THE VB-SAME increases the amount of explained variation in dependent endogenous formation (Lorentz, et al, 2011;Tailab, 2020) According to Henseler, Ringle & Sarstedt (2015), the VB-SEM involves various techniques, such as a regression on sum score or retreat on the main component, generalised structured component analysis (GSCA) and partial minimum square road modelling (PLS) (Henseler, Ringle & Sarstedt, 2015). PLS-SEM path modelling is suitable for estimating many theoretical models and the model because of the empirical data situations, so is considered a "silver bullet" .…”
Section: Discussionmentioning
confidence: 99%