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Applying partial least squares in tourism and hospitality research /
Ten chapters discuss key aspects of advanced PLS analysis and its practical applications, covering new guidelines and improvements in the use of PLS-PM as well as various individual topics.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Bingley, UK :
Emerald Publishing Limited,
[2019]
|
| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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|---|---|---|---|
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| 003 | OCoLC | ||
| 005 | 20231005004200.0 | ||
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| 008 | 181208s2019 enk ob 001 0 eng d | ||
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| 019 | |a 1077292094 |a 1078550234 |a 1078567560 | ||
| 020 | |a 9781787567016 |q (electronic book) | ||
| 020 | |a 178756701X |q (electronic book) | ||
| 020 | |a 9781787566996 |q (electronic book) | ||
| 020 | |a 1787566994 |q (electronic book) | ||
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| 020 | |z 9781787567009 | ||
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| 029 | 1 | |a NLGGC |b 421133414 | |
| 035 | |a (OCoLC)1078569023 |z (OCoLC)1077292094 |z (OCoLC)1078550234 |z (OCoLC)1078567560 | ||
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| 082 | 0 | 4 | |a 647.9407 |2 23 |
| 049 | |a UAMI | ||
| 245 | 0 | 0 | |a Applying partial least squares in tourism and hospitality research / |c editors: Faizan Ali, S. Mostafa Rasoolimanesh, Cihan Cobanoglu. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Bingley, UK : |b Emerald Publishing Limited, |c [2019] | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Cover; Title; Copyright; Contents; Preface; References; Foreword; References; About the Authors; Chapter 1 Minimum Sample Size Estimation in PLS-SEM: An Application in Tourism and Hospitality Research; Introduction; Illustrative Study; Power, Effect Size, and Minimum Sample Size; The Monte Carlo Simulation Method; Classic Methods: 10-Times Rule and Minimum R2; The 10-Times Rule Method; The Minimum R2 Method; New Methods: Inverse Square Root and Gamma-Exponential; The Inverse Square Root Method; The Gamma-Exponential Method; The New Methods in WarpPLS | |
| 505 | 8 | |a Minimum Sample Size Estimation After Data Collection and AnalysisMinimum Sample Size Estimation Before Data Collection and Analysis; Discussion and Conclusion; Acknowledgments; References; Chapter 2 New Guidelines for the Use of PLS Path Modeling in Hospitality, Travel, and Tourism Research; 1. Introduction; 2. Partial Least Squares Path Modeling; 3. The Use of PLS-PM in Different Types of HTT Research; 3.1. Causal Research; 3.2. Predictive Research; 3.3. Descriptive Research; 3.4. Exploratory Research; 4. Discussion and Implications; Notes; References | |
| 505 | 8 | |a Chapter 3 Predictions from Partial Least Squares Models1. Introduction; 2. How to Predict from PLS Models; 2.1. Generating Predictions from PLS-PM; 2.2. Earliest Versus Direct Antecedents Approaches; 3. Evaluating Predictions from PLS Models; 3.1. In-sample Versus Out-of-sample; 3.2. Cross Validation; 3.3. Predictive Metrics; 3.4. Benchmarks; 4. Evaluating Predictive Performance; 5. Using PLSpredict (An Empirical Example); 5.1. Predictive Value of Model; 5.2. Predictive Value of Proposed Versus Alternative Models; 5.3. Evaluating the Prediction Residuals; 5.4. Predictive Validity | |
| 505 | 8 | |a 5.5. Discussion of Empirical Example6. Looking Ahead; Acknowledgments; References; Chapter 4 PLS Path Modeling in Hospitality and Tourism Research: The Golden Age and Days of Future Past; 1. Introduction; 2. Recent Advances in PLS-PM; 2.1. Consistent PLS (PLSc); 2.2. Hierarchical Component Analysis; 2.3. Nonlinear Analysis; 2.4. Multigroup Analysis; 2.5. Moderation-Mediation Analysis; 2.6. Unobserved Heterogeneity; 2.7. Confirmatory Tetrad Analysis (CTA-PLS); 2.8. PLS Predict; 2.9. Importance-Performance Map Analysis; 3. Methodology | |
| 505 | 8 | |a 4. Critical Issues in the Use of PLS-PM in Hospitality and Tourism Research4.1. Reasons for Using PLS-PM; 4.2. Model Descriptive Statistics; 4.3. Sampling Characteristics; 4.4. Technical Reporting; 4.5. Reported Formative Measurement Metrics; 4.6. Reported Reflective Measurement Metrics; 4.7. Reported Structural Model Metrics; 4.8. Additional Considerations and Supplementary Analyses; 4.9. How to Improve the Use of PLS-PM in Future; 5. Conclusions; References; Chapter 5 Hotel Employees' Use of Smartphones and Performance: Reflective-Formative Estimation Approach; Introduction | |
| 500 | |a Literature Review and Theory Development | ||
| 520 | |a Ten chapters discuss key aspects of advanced PLS analysis and its practical applications, covering new guidelines and improvements in the use of PLS-PM as well as various individual topics. | ||
| 588 | 0 | |a Online resource; title from digital title page (viewed on January 03, 2019). | |
| 590 | |a Emerald Insight |b Emerald All Book Titles | ||
| 650 | 0 | |a Hospitality industry |x Research. | |
| 650 | 6 | |a Accueil (Tourisme) |x Recherche. | |
| 650 | 7 | |a MATHEMATICS |x General. |2 bisacsh | |
| 650 | 7 | |a Hospitality industry |x Research. |2 fast |0 (OCoLC)fst00961155 | |
| 650 | 7 | |a Least squares. |2 fast |0 (OCoLC)fst00995082 | |
| 650 | 7 | |a Structural equation modeling. |2 fast |0 (OCoLC)fst01738928 | |
| 650 | 7 | |a Tourism |x Mathematical models. |2 fast |0 (OCoLC)fst01153182 | |
| 700 | 1 | |a Ali, Faizan, |e editor. | |
| 700 | 1 | |a Rasoolimanesh, S. Mostafa, |e editor. | |
| 700 | 1 | |a Cobanoglu, Cihan, |e editor. | |
| 776 | 0 | 8 | |i Print version: |a Ali, Faizan. |t Applying Partial Least Squares in Tourism and Hospitality Research. |d Bingley : Emerald Publishing Limited, ©2018 |z 9781787567009 |
| 856 | 4 | 0 | |u https://emerald.uam.elogim.com/insight/publication/doi/10.1108/9781787566996 |z Texto completo |
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL5609136 | ||
| 938 | |a EBSCOhost |b EBSC |n 1868310 | ||
| 938 | |a YBP Library Services |b YANK |n 15883173 | ||
| 938 | |a YBP Library Services |b YANK |n 15877166 | ||
| 994 | |a 92 |b IZTAP | ||