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Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA)

Citations

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Cited by:

  1. Dul, Jan, 2024. "A different causal perspective with Necessary Condition Analysis," Journal of Business Research, Elsevier, vol. 177(C).
  2. Barbosa, Anrafel de Souza & Crispim, Maria Cristina & da Silva, Luiz Bueno & da Silva, Jonhatan Magno Norte & Barbosa, Aglaucibelly Maciel & Correia, Lucas Miguel Alencar de Morais & Morioka, Sandra N, 2025. "Empirical analysis of workers' perceptions of ESG impacts on corporate sustainability performance: A methodological innovation combining the PLS-SEM, PROMETHEE-ROC and FIMIX-PLS methods," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
  3. Singh, Nidhi & Awan, Usama & Basahel, Sarah & Alghafes, Rsha, 2025. "Digital technology adoption and SC recoverability. The mediating role of relationship transparency and SC production risk management capabilities," Technological Forecasting and Social Change, Elsevier, vol. 218(C).
  4. Karoui, Sedki & Behi, Azza Temessek & Fehri, Dorsaf & Belaid, Samy & Lacoeuilhe, Jérôme, 2024. "Predicting label brand loyalty: A comparison of two models using a partial least square-structural equation modeling," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  5. Junxian Shen & Hongfeng Zhang & Cora Un In Wong & Jianhui Chen & Lianping Ren, 2025. "Relationship between childhood socio-economic status and wellness tourism intention: a combined PLS-SEM and NCA methods," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
  6. Luay Jum’a & Mohand Tuffaha & Ahmed Adnan Zaid, 2025. "Growing Sustainable Performance Through Strategic Purchasing and Blockchain Technology: The Case of Manufacturing Sector," SAGE Open, , vol. 15(1), pages 21582440251, March.
  7. Aldhamiri, Ali & Carlson, Jamie & Vilches-Montero, Sonia & Rahman, Syed Mahmudur & Gudergan, Siegfried P., 2024. "What drives higher active customer engagement in luxury brands’ social media? Measurement and contingencies," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  8. Nguyen, Hoang Viet & Nguyen, Ninh & Le, Bao Ngoc & Pervan, Simon & Vu, Tuan Duong & Nguyen, Thi My Nguyet, 2026. "Factors affecting consumers’ energy curtailment behavior and purchases of energy-efficient appliances," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
  9. Cai Li & Agyemang Kwasi Sampene & Adnan Khan & John Wiredu, 2025. "Environmental orientations to Innovation Ecosystem: the role of green transition, perceived environmental uncertainty and green transformational leadership," Operations Management Research, Springer, vol. 18(1), pages 48-71, March.
  10. Jéssica dos Santos Leite Gonella & Moacir Godinho Filho & Gilberto Miller Devós Ganga & Fabiane Leticia Lizarelli, 2024. "From awareness to action: Understanding the relationship between circular economy and favourable evaluation towards sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8679-8694, December.
  11. Nieke Masruchiyah & Novita Damayanti & Prasetya Yoga Santoso & Septantri Shinta Wulandari & Ana Sofia Atichasari & Asep Marfu, 2026. "Harnessing Green Human Resource for Renewable Energy and Material Innovation: A Pathway to Economic Sustainability Through Emission Reduction and Resource Circularity," Circular Economy and Sustainability, Springer, vol. 6(2), pages 1-32, April.
  12. Randy Riggs & Carmen M. Felipe & José L. Roldán & Juan C. Real, 2025. "Deepening big data sustainable value creation: insights using IPMA, NCA, and cIPMA," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(4), pages 1000-1019, December.
  13. Lee, Crystal T. & Shen, Yung-Cheng, 2024. "Exploring determinants of non-fungible token creators’ engagement behaviors on metaverse-based NFT platforms: A multi-analytical SEM-IPMA method," Journal of Business Research, Elsevier, vol. 185(C).
  14. Uthpala Wijesinghe & Vidara Mapitiyage & Chathurya Wickramarathne & Chamoda Wickramage & Krishantha Wisenthige & Chathuni Aluthwala, 2025. "Does management support drive sustained agile usage? a serial mediation model and cIPMA perspective," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-40, February.
  15. 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).
  16. Shahzad, Fakhar & Ben Zaied, Younes & Zhang, Qingyu & Tseng, Ming-Lang, 2026. "Exploring the impact of blockchain technology adoption on sustainable supply chain performance," International Journal of Production Economics, Elsevier, vol. 294(C).
  17. Cheah, Jun-Hwa & Hair, Joseph F., 2025. "Explaining and predicting new retail market and consumer behavior habits using partial least squares structural equation modeling (PLS-SEM)," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
  18. Vikrant Singh & Mayank Yadav & Ashish Gupta, 2026. "CBDC in a privacy sensitive world: extending UTAUT with digital financial literacy and anonymity insight," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 31(1), pages 1-25, March.
  19. Bazi, Saleh & Hajawi, Doa'a, 2025. "Customer inspiration in the metaverse: Antecedents, mechanisms, and outcomes," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
  20. Rahman, Syed Mahmudur & Carlson, Jamie & Chowdhury, Noman H. & Gudergan, Siegfried P. & Wetzels, Martin & Ringle, Christian M. & Grewal, Dhruv, 2026. "Omnichannel safe customer experience: how should it be measured? Does it affect customer well-being and retailers’ performance?," Journal of Business Research, Elsevier, vol. 202(C).
  21. Magno, Francesca & Cassia, Fabio, 2024. "Predicting restaurants’ surplus food platform continuance: Insights from the combined use of PLS-SEM and NCA and predictive model comparisons," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  22. Huan Hong Nguyen & Cong Hiep Duong & Thi Trang Giang & Phuong Ngoc-Duy Nguyen, 2025. "From Being Served to Serving: How Servant Leadership Fosters Organizational Citizenship Behavior in the Digital Era," SAGE Open, , vol. 15(3), pages 21582440251, August.
  23. 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).
  24. Xiaofang Lin & Abdullah Al Mamun & Mohammad Masukujjaman & Qing Yang, 2024. "Unveiling the effect of social media marketing activities on logistics brand equity and reuse intention," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
  25. Reiter, Alan & Yildiz, Hélène & Mouline, Jean-Pierre & Vrontis, Demetris & Al-Kwifi, Osama S., 2025. "Convergence of reality and Virtuality: How virtual realism transforms player experience and behavior in virtual reality massively multiplayer Online games," Journal of Business Research, Elsevier, vol. 199(C).
  26. 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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