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Problems with formative and higher-order reflective variables

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  1. Padmavathy, Chandrasekaran & Swapana, Murali & Paul, Justin, 2019. "Online second-hand shopping motivation – Conceptualization, scale development, and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 19-32.
  2. van Rekom, Johan & Go, Frank M. & Calter, Dayenne M., 2014. "Communicating a company's positive impact on society—Can plausible explanations secure authenticity?," Journal of Business Research, Elsevier, vol. 67(9), pages 1831-1838.
  3. van Hugten, Joeri & Coreynen, Wim & Vanderstraeten, Johanna & van Witteloostuijn, Arjen, 2023. "The Dunning-Kruger effect and entrepreneurial self-efficacy: How tenure and search distance jointly direct entrepreneurial self-efficacy," Journal of Business Research, Elsevier, vol. 161(C).
  4. Heidenreich, Sven & Kraemer, Tobias, 2015. "Passive innovation resistance: The curse of innovation? Investigating consequences for innovative consumer behavior," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 134-151.
  5. Carlson, Jamie & O’Cass, Aron & Ahrholdt, Dennis, 2015. "Assessing customers’ perceived value of the online channel of multichannel retailers: A two country examination," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 90-102.
  6. Siqueira, Jose Ribamar & ter Horst, Enrique & Molina, German & Losada, Mauricio & Mateus, Marelby Amado, 2020. "A Bayesian examination of the relationship of internal and external touchpoints in the customer experience process across various service environments," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
  7. Xian Gao & Choy-Leong Yee & Wei-Chong Choo, 2022. "How Attachment and Community Identification Affect User Stickiness in Social Commerce: A Consumer Engagement Experience Perspective," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
  8. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
  9. Eggers, Fabian & Niemand, Thomas & Kraus, Sascha & Breier, Matthias, 2020. "Developing a scale for entrepreneurial marketing: Revealing its inner frame and prediction of performance," Journal of Business Research, Elsevier, vol. 113(C), pages 72-82.
  10. Jun-Hwa Cheah & Hiram Ting & T. Ramayah & Mumtaz Ali Memon & Tat-Huei Cham & Enrico Ciavolino, 2019. "A comparison of five reflective–formative estimation approaches: reconsideration and recommendations for tourism research," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1421-1458, May.
  11. Heinberg, Martin & Ozkaya, H. Erkan & Taube, Markus, 2018. "Do corporate image and reputation drive brand equity in India and China? - Similarities and differences," Journal of Business Research, Elsevier, vol. 86(C), pages 259-268.
  12. Latifi, Mohammad-Ali & Nikou, Shahrokh & Bouwman, Harry, 2021. "Business model innovation and firm performance: Exploring causal mechanisms in SMEs," Technovation, Elsevier, vol. 107(C).
  13. Brusset, Xavier & Teller, Christoph, 2017. "Supply chain capabilities, risks, and resilience," International Journal of Production Economics, Elsevier, vol. 184(C), pages 59-68.
  14. Leonidou, Leonidas C. & Fotiadis, Thomas A. & Christodoulides, Paul & Spyropoulou, Stavroula & Katsikeas, Constantine S., 2015. "Environmentally friendly export business strategy: Its determinants and effects on competitive advantage and performance," International Business Review, Elsevier, vol. 24(5), pages 798-811.
  15. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
  16. Roy D. Howell, 2013. "Conceptual clarity in measurement—Constructs, composites, and causes: a commentary on Lee, Cadogan and Chamberlain," AMS Review, Springer;Academy of Marketing Science, vol. 3(1), pages 18-23, March.
  17. Marion Garaus & Udo Wagner, 2019. "Lost in the Store: Assessing the Confusion Potential of Store Environments," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 71(4), pages 413-441, October.
  18. Michael Yao-Ping Peng & Ku-Ho Lin, 2019. "Impact of Ambidexterity and Environmental Dynamism on Dynamic Capability Development Trade-Offs," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
  19. Christian Homburg & Moritz Tischer, 2023. "Customer journey management capability in business-to-business markets: Its bright and dark sides and overall impact on firm performance," Journal of the Academy of Marketing Science, Springer, vol. 51(5), pages 1046-1074, September.
  20. Rauter, Romana & Globocnik, Dietfried & Baumgartner, Rupert J., 2023. "The role of organizational controls to advance sustainability innovation performance," Technovation, Elsevier, vol. 128(C).
  21. Farhan Sarwar & Siti Aisyah Panatik & Mohammad Saipol Mohd Sukor & Noraini Rusbadrol, 2021. "A Job Demand–Resource Model of Satisfaction With Work–Family Balance Among Academic Faculty: Mediating Roles of Psychological Capital, Work-to-Family Conflict, and Enrichment," SAGE Open, , vol. 11(2), pages 21582440211, April.
  22. James Agarwal & Oleksiy Osiyevskyy & Percy Feldman, 2015. "Corporate Reputation Measurement: Alternative Factor Structures, Nomological Validity, and Organizational Outcomes," Journal of Business Ethics, Springer, vol. 130(2), pages 485-506, August.
  23. Milad Mirbabaie & Felix Brünker & Nicholas R. J. Möllmann Frick & Stefan Stieglitz, 2022. "The rise of artificial intelligence – understanding the AI identity threat at the workplace," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 73-99, March.
  24. Bruno Lussier & Nathaniel N. Hartmann & Willy Bolander, 2021. "Curbing the Undesirable Effects of Emotional Exhaustion on Ethical Behaviors and Performance: A Salesperson–Manager Dyadic Approach," Journal of Business Ethics, Springer, vol. 169(4), pages 747-766, April.
  25. Nicky Terblanche & Martin Kidd, 2022. "Adoption Factors and Moderating Effects of Age and Gender That Influence the Intention to Use a Non-Directive Reflective Coaching Chatbot," SAGE Open, , vol. 12(2), pages 21582440221, May.
  26. Shou, Yongyi & Zhao, Xinyu & Dai, Jing & Xu, Dong, 2021. "Matching traceability and supply chain coordination: Achieving operational innovation for superior performance," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
  27. Abed Mahmoudian & Saeed Sadeghi Boroujerdi & Yong Jae Ko & Vahid Delshab, 2024. "The Impact of Perceived Team Reputation on Team Identification in the Context of European Football League Teams," Corporate Reputation Review, Palgrave Macmillan, vol. 27(1), pages 70-85, February.
  28. Nick Lee & John W. Cadogan & Laura Chamberlain, 2014. "Material and efficient cause interpretations of the formative model: resolving misunderstandings and clarifying conceptual language," AMS Review, Springer;Academy of Marketing Science, vol. 4(1), pages 32-43, June.
  29. Pei-Fang Hsu, 2022. "A Deeper Look at Cloud Adoption Trajectory and Dilemma," Information Systems Frontiers, Springer, vol. 24(1), pages 177-194, February.
  30. Malek Simon Grimm & Ralf Wagner, 2021. "Intra-brand image confusion: effects of assortment width on brand image perception," Journal of Brand Management, Palgrave Macmillan, vol. 28(4), pages 446-463, July.
  31. Adamantios Diamantopoulos & Dirk Temme, 2013. "MIMIC models, formative indicators and the joys of research," AMS Review, Springer;Academy of Marketing Science, vol. 3(3), pages 160-170, September.
  32. Frank, Hermann & Kessler, Alexander & Beck, Susanne & Suess-Reyes, Julia & Fuetsch, Elena, 2023. "The enterpriseness of business families: Conceptualization, scale development and validation," Journal of Family Business Strategy, Elsevier, vol. 14(2).
  33. Chang, Woojung & Franke, George R. & Lee, Nick, 2016. "Comparing reflective and formative measures: New insights from relevant simulations," Journal of Business Research, Elsevier, vol. 69(8), pages 3177-3185.
  34. Nick Lee & John W. Cadogan & Laura Chamberlain, 2013. "The MIMIC model and formative variables: problems and solutions," AMS Review, Springer;Academy of Marketing Science, vol. 3(1), pages 3-17, March.
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