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Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations

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  1. Nawres, Darragi & Nedra, Bahri-Ammari & Yousaf, Anish & Mishra, Abhishek, 2024. "The role of augmented reality in shaping purchase intentions and WOM for luxury products," Journal of Business Research, Elsevier, vol. 171(C).
  2. Gordon, Joel A. & Balta-Ozkan, Nazmiye & Nabavi, Seyed Ali, 2023. "Price promises, trust deficits and energy justice: Public perceptions of hydrogen homes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
  3. Mansoor, Mahnaz & Paul, Justin & Saeed, Abid & Cheah, Jun-Hwa, 2024. "When mass meets prestige: The impact of symbolic motivations, inspirations, and purchase intentions for Masstige products," Journal of Business Research, Elsevier, vol. 176(C).
  4. Morais, Ana Catarina & Ishida, Akira & Matsuda, Ruriko, 2024. "Ethical food consumption drivers in Japan. A S–O-R framework application using PLS-SEM with a MGA assessment based on clustering," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
  5. Stefanos Balaskas & Theofanis Nikolopoulos & Maria Koutroumani & Maria Rigou, 2024. "Determinants of Tax Avoidance Intentions in Tourism SMEs: The Mediating Role of Coercive Power, Digital Transformation, and the Moderating Effect of CSR," Sustainability, MDPI, vol. 16(21), pages 1-30, October.
  6. Lim, Xin-Jean & Cheah, Jun-Hwa & Ngo, Liem Viet & Chan, Kara & Ting, Hiram, 2023. "How do crazy rich Asians perceive sustainable luxury? Investigating the determinants of consumers’ willingness to pay a premium price," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
  7. Adler, Susanne Jana & Sharma, Pratyush Nidhi & Radomir, Lăcrămioara, 2023. "Toward open science in PLS-SEM: Assessing the state of the art and future perspectives," Journal of Business Research, Elsevier, vol. 169(C).
  8. Kayeser Fatima, Johra & Khan, Md Irfanuzzaman & Bahmannia, Somayeh & Chatrath, Sarvjeet Kaur & Dale, Naomi F. & Johns, Raechel, 2024. "Rapport with a chatbot? The underlying role of anthropomorphism in socio-cognitive perceptions of rapport and e-word of mouth," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
  9. Manuel Alonso-Dos-Santos & Carmen Zarco & Sardar Mohammadi & Daniela Niño-Amézquita, 2024. "Sponsorship effectiveness on betting intention-unobserved segmentation," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
  10. Yong, Shih Ween & Cheah, Jun-Hwa & Lim, Xin-Jean & Ng, Siew Imm & Leong, Yee Choy, 2023. "How to make you spend more in the airport? An investigation towards ECSI model on willingness to spend more in airport," Journal of Air Transport Management, Elsevier, vol. 112(C).
  11. Dybro Liengaard, Benjamin, 2024. "Measurement invariance testing in partial least squares structural equation modeling," Journal of Business Research, Elsevier, vol. 177(C).
  12. Riggs, Randy & Felipe, Carmen M. & Roldán, José L. & Real, Juan C., 2024. "Information systems capabilities value creation through circular economy practices in uncertain environments: A conditional mediation model," Journal of Business Research, Elsevier, vol. 175(C).
  13. Jin Yang & Mohammad Nurul Hassan Reza & Abdullah Al Mamun & Muhammad Mehedi Masud & Mara Ridhuan Che Abdul Rahman, 2024. "Predicting guest satisfaction and willingness to pay premium prices for green hotels," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
  14. Ruomei Tang & Xiangbin Peng, 2024. "The Effect of Urban–Rural Fringe Landscape Environment Enhancement on the Settlement Intentions of Young Talents," Sustainability, MDPI, vol. 16(20), pages 1-16, October.
  15. Sergio Nieves-Pavón & Natalia López-Mosquera & Manuel Jesús Sánchez González, 2025. "Unlocking Tourist Motivations in a Smart Tourism Destination: An Application of the Push–Pull Theory," Societies, MDPI, vol. 15(4), pages 1-18, March.
  16. Alvarenga, Murilo Zamboni & Oliveira, Marcos Paulo Valadares de & Oliveira, Tiago, 2023. "Let’s talk about bad experiences instead of forgetting them: An empirical study on the importance of memory for supply chain disruption management," International Journal of Production Economics, Elsevier, vol. 261(C).
  17. Wu, Chih-Hung & Dong, Tse-Ping & Liu, Chih-Hsing & Vu, Ho Tran, 2024. "Discovering the critical factors of affecting non-fungible tokens (NFT) purchase intention," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  18. Xiaoyan Zhang & Qing Yang & Abdullah Al Mamun & Mohammad Masukujjaman & Muhammad Mehedi Masud, 2024. "Acceptance of new agricultural technology among small rural farmers," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
  19. Cassia, Fabio & Magno, Francesca, 2024. "The value of self-determination theory in marketing studies: Insights from the application of PLS-SEM and NCA to anti-food waste apps," Journal of Business Research, Elsevier, vol. 172(C).
  20. Troiville, Julien & Moisescu, Ovidiu I. & Radomir, Lăcrămioara, 2025. "Using necessary condition analysis to complement multigroup analysis in partial least squares structural equation modeling," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
  21. Giuseppe Lamberti & Jordi Lopez-Sintas & Tally Katz-Gerro, 2025. "Access to digital culture as a driver of social and cultural openness: European evidence," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  22. Jennifer Yee-Shan Chang & Rupam Konar & Jun-Hwa Cheah & Xin-Jean Lim, 2024. "Does privacy still matter in smart technology experience? A conditional mediation analysis," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(1), pages 71-86, March.
  23. Ji, Elena & Mahmudur Rahman, Syed & Wilden, Ralf & Lin, Nidthida & Harrison, Norma, 2024. "Leveraging customer knowledge obtained through social media: The roles of R&D intensity and absorptive capacity," Journal of Business Research, Elsevier, vol. 182(C).
  24. Davino Cristina & Lamberti Giuseppe & Vistocco Domenico, 2024. "Assessing heterogeneity in MOOC student performance through composite-based path modelling," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(3), pages 2453-2477, June.
  25. Junfeng Zhao & Xiang Li & Zhaoyang Gao, 2025. "From innovativeness to insecurity: unveiling the facets of translation technology use behavior among EFL learners using TRI 2.0," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  26. Inova Fitri Siregar & Tubagus Ismail & Muhammad Taqi & Nurhayati Soleha, 2024. "Influence of ESG on Sustainability Reporting: Mediation Rule of Green Innovation and Investor Sentiment," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 452-463, January.
  27. Gudergan, Siegfried P. & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Ringle, Christian M. & Sarstedt, Marko, 2025. "Special issue editorial: Advanced partial least squares structural equation modeling (PLS-SEM) applications in business research," Journal of Business Research, Elsevier, vol. 188(C).
  28. Cai Li & Hazrat Hassan & Majid Murad & Farhan Mirza, 2023. "Role of Green Dynamic Capabilities on Environmental and Social Innovation Behavior: Mediating of Green Creativity and Moderating of Innovation Proclivity," Sustainability, MDPI, vol. 15(20), pages 1-19, October.
  29. Abbasi, Amir Zaib & Qummar, Hamza & Bashir, Shahid & Aziz, Shahab & Ting, Ding Hooi, 2024. "Customer engagement in Saudi food delivery apps through social media marketing: Examining the antecedents and consequences using PLS-SEM and NCA," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
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