https://nova.newcastle.edu.au/vital/access/ /manager/Index en-au 5 https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24967 Wed 11 Apr 2018 16:17:48 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:31878 Wed 04 Apr 2018 11:15:08 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:34549 Tue 26 Mar 2019 13:55:01 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36184 Tue 25 Feb 2020 10:13:33 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:34202 A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Second Edition, this easy-to-understand, practical guide covers advanced content on PLS-SEM to help students and researchers apply techniques to research problems and accurately interpret results. The book provides a brief overview of basic concepts before moving to the more advanced material. Offering extensive examples on SmartPLS 3 software (www.smartpls.com) and accompanied by free downloadable data sets, the book emphasizes that any advanced PLS-SEM approach should be carefully applied to ensure that it fits the appropriate research context and the data characteristics that underpin the research.]]> Tue 19 Feb 2019 14:22:02 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:35997 Thu 23 Jan 2020 14:49:09 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:35983 Thu 23 Jan 2020 11:47:09 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:28907 Thu 21 Jul 2022 15:37:44 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:47422 Thu 19 Jan 2023 13:03:30 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:33215 Thu 13 Sep 2018 11:16:18 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:31306 Inform. Systems Res. 25(4):761–778] aim to evaluate the performance of partial least squares (PLS) path modeling when estimating models with formative endogenous constructs, but their ability to reach valid conclusions is compromised by three major flaws in their research design. First, their population data generation model does not represent “formative measurement” as researchers generally understand that term. Second, their design involves a PLS path model that is misspecified with respect to their population model. Third, although their aim is to estimate a composite-based PLS path model, their design uses simulation data generated via a factor analytic procedure. In consequence of these flaws, Aguirre-Urreta and Marakas' (2014) study does not support valid inference about the behavior of PLS path modeling with respect to endogenous formatively measured constructs.]]> Sat 24 Mar 2018 08:44:10 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:31240 Sat 24 Mar 2018 08:43:20 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:15424 Sat 24 Mar 2018 08:23:02 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:15437 Sat 24 Mar 2018 08:20:09 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:15403 Sat 24 Mar 2018 08:19:22 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:15399 Sat 24 Mar 2018 08:19:20 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:9962 Sat 24 Mar 2018 08:14:27 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:20925 Sat 24 Mar 2018 08:06:11 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:17377 Sat 24 Mar 2018 08:01:31 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:16449 Sat 24 Mar 2018 08:00:15 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:19890 Sat 24 Mar 2018 07:57:09 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:20627 Sat 24 Mar 2018 07:55:47 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:16375 Sat 24 Mar 2018 07:52:28 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:16377 Sat 24 Mar 2018 07:52:28 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:19167 Sat 24 Mar 2018 07:52:19 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:21039 Sat 24 Mar 2018 07:50:36 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:29274 Sat 24 Mar 2018 07:39:17 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:29885 Sat 24 Mar 2018 07:33:47 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:25724 Sat 24 Mar 2018 07:33:29 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:29709 Sat 24 Mar 2018 07:33:26 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:27214 European Business Review, Volume 28, Issue 1) offered an overview of unobserved heterogeneity in the context of partial least squares structural equation modeling (PLS-SEM), its prevalence and challenges for social sciences researchers. This paper aims to provide an example that explains how to identify and treat unobserved heterogeneity in PLS-SEM by using the finite mixture PLS (FIMIX-PLS) module in the SmartPLS 3 software (Part II). Design/methodology/approach: This case study illustrates the application of FIMIX-PLS using a popular corporate reputation model. Findings: The case study demonstrates the capability of FIMIX-PLS to identify whether unobserved heterogeneity significantly affects structural model relationships. Furthermore, it shows that FIMIX-PLS is particularly useful for determining the number of segments to extract from the data. Research limitations/implications: Since the introduction of FIMIX-PLS, a range of alternative latent class techniques has appeared. These techniques address some of the limitations of the approach relating to, for example, its failure to handle heterogeneity in measurement models, or its distributional assumptions. This research discusses alternative latent class techniques and calls for the joint use of FIMIX-PLS and PLS prediction-oriented segmentation. Originality/value: This article is the first to offer researchers, who have not been exposed to the method, an introduction to FIMIX-PLS. Based on a state-of-the-art review of the technique, the paper offers a step-by-step tutorial on how to use FIMIX-PLS by using the SmartPLS 3 software.]]> Sat 24 Mar 2018 07:32:25 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:29963 Sat 24 Mar 2018 07:30:59 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:25314 Sat 24 Mar 2018 07:30:21 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:25427 Sat 24 Mar 2018 07:27:23 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24510 Sat 24 Mar 2018 07:13:13 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:23845 Sat 24 Mar 2018 07:12:11 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:25009 Sat 24 Mar 2018 07:10:40 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:25007 Sat 24 Mar 2018 07:10:40 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24347 Sat 24 Mar 2018 07:10:17 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:47491 Mon 23 Jan 2023 11:47:43 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43558 Fri 23 Sep 2022 11:22:30 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:32491 Fri 08 Jun 2018 13:12:14 AEST ]]>