LEADER 05724nam 22007455 450 001 9910765478403321 005 20240626153459.0 010 $a3-031-37772-9 024 7 $a10.1007/978-3-031-37772-3 035 $a(CKB)28853112200041 035 $a(MiAaPQ)EBC30943619 035 $a(Au-PeEL)EBL30943619 035 $a(DE-He213)978-3-031-37772-3 035 $a(EXLCZ)9928853112200041 100 $a20231114d2023 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPartial Least Squares Path Modeling $eBasic Concepts, Methodological Issues and Applications /$fedited by Hengky Latan, Joseph F. Hair, Jr., Richard Noonan 205 $a2nd ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (495 pages) 311 08$a9783031377716 327 $aIntroduction to the Partial Least Squares Path Modeling: Basic Concepts and Recent Methodological Enhancements -- Quantile Composite-Based Path Modeling with R: A Hands-On Guide -- Use of Partial Least Squares Path Modeling within and across Business Disciplines -- Statistical and Psychometric Properties of Three Weighting Schemes of the PLS-SEM Methodology -- Software Packages for Partial Least Squares Structural Equation Modeling: An Updated Review -- Revisiting and Extending PLS for Ordinal Measurement and Prediction -- Multicollinearity: An Overview and Introduction of Ridge PLS-SEM Estimation -- Demystifying Prediction in Mediation Research and the Use of Specific Indirect Effects and Indirect Effect Sizes -- Alternative Approaches to Higher-Order PLS-Path Modeling: A Discussion on Methodological Issues and Applications -- How to Apply Necessary Condition Analysis in PLS-SEM -- New Insights for Public Diplomacy Using PLS-SEM to Analyze the Polyphony of Voices: Value Drivers of the Country Image in Western European and BRICS countries -- To Survive or Not to Survive: Findings from PLS-SEM on the Relationship between Organizational Resources and Startups Survival -- Influence of Earnings Quality Dimensions on the Perception of Earnings Quality: An Empirical Application of Composite PLS using Archival Data -- Importance Performance Map Analysis of Capital Structure Using PLS-SEM: Evidence from Non-Financial Sector. 330 $aNow in its second edition, this edited book presents recent progress and techniques in partial least squares path modeling (PLS-PM), and provides a comprehensive overview of the current state-of-the-art in PLS-PM research. Like the previous edition, the book is divided into three parts: the first part emphasizes the basic concepts and extensions of the PLS-PM method; the second part discusses the methodological issues that have been the focus of recent developments, and the last part deals with real-world applications of the PLS-PM method in various disciplines. This new edition broadens the scope of the first edition and consists of entirely new original contributions, again written by expert authors in the field, on a wide range of topics, including: how to perform quantile composite path modeling with R; the rationale and justification for using PLS-PM in top-tier journals; psychometric properties of three weighting schemes and why PLS-PM is a better fit to mode B; a comprehensive review of PLS software; how to perform out-of-sample predictions with ordinal consistent partial least squares; multicollinearity issues in PLS-PM using ridge regression; theorizing and testing specific indirect effects in PLS and considering their effect size; how to run hierarchical models and available approaches; and how to apply necessary condition analysis (NCA) in PLS-PM. This book will appeal to researchers interested in the latest advances in PLS-PM as well as masters and Ph.D. students in a variety of disciplines who use PLS-PM methods. With clear guidelines on selecting and using PLS-PM, especially those related to composite models, readers will be brought up to date on recent debates in the field. 606 $aStatistics 606 $aStatistics$xComputer programs 606 $aSocial sciences$xStatistical methods 606 $aEconometrics 606 $aMultivariate analysis 606 $aStatistical Theory and Methods 606 $aStatistics in Business, Management, Economics, Finance, Insurance 606 $aStatistical Software 606 $aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy 606 $aEconometrics 606 $aMultivariate Analysis 606 $aAnàlisi multivariable$2thub 606 $aEconometria$2thub 608 $aLlibres electrònics$2thub 615 0$aStatistics. 615 0$aStatistics$xComputer programs. 615 0$aSocial sciences$xStatistical methods. 615 0$aEconometrics. 615 0$aMultivariate analysis. 615 14$aStatistical Theory and Methods. 615 24$aStatistics in Business, Management, Economics, Finance, Insurance. 615 24$aStatistical Software. 615 24$aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. 615 24$aEconometrics. 615 24$aMultivariate Analysis. 615 7$aAnàlisi multivariable 615 7$aEconometria 676 $a511.42 700 $aLatan$b Hengky$01448799 701 $aHair$b Joseph F., Jr$0287238 701 $aNoonan$b Richard$01448800 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK9 912 $a9910765478403321 996 $aPartial Least Squares Path Modeling$93644651 997 $aUNINA