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Reviewing the impact of digital migration on the consumer buying journey with robust measurement of PLS‐SEM and R Studio

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  • Varun Nayyar

Abstract

Current research has contributed to multiple relationship marketing models with digital migration, while studying multiple mediation effects of constructs like customer review, media mix and redesigned consumer journey, to develop a promising approach that will help to understand changing consumer preferences. By using PLS‐SEM and R studio, this research contributed to multiple relationship marketing models where different robust measuring standards of PLS‐SEM like multicollinearity, average variance, composite reliability, discriminant validity, endogeneity, R2 and IPMA helped in idealising marketing model assessment and fitness. Research findings indicate that with dynamism in consumer preferences, firms indeed have to redesign their marketing models with a focused ideology, reflecting the trend of digital migration with respect to media mix, customer review and a redesigned consumer journey for their final consumption behaviour. Government who were not near a digital platform needed to innovate their working style by improving their digital infrastructure and making digitization easier for consumers.

Suggested Citation

  • Varun Nayyar, 2022. "Reviewing the impact of digital migration on the consumer buying journey with robust measurement of PLS‐SEM and R Studio," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 542-556, May.
    • Handle: RePEc:bla:srbeha:v:39:y:2022:i:3:p:542-556
    DOI: 10.1002/sres.2857
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    1. Chang, Yu-Wei & Chen, Jiahe, 2021. "What motivates customers to shop in smart shops? The impacts of smart technology and technology readiness," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    2. Marchand, André & Hennig-Thurau, Thorsten & Flemming, Jan, 2021. "Social media resources and capabilities as strategic determinants of social media performance," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 549-571.
    3. Qin, Hong & Peak, Daniel Alan & Prybutok, Victor, 2021. "A virtual market in your pocket: How does mobile augmented reality (MAR) influence consumer decision making?," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    4. Duan, Yanqing & Edwards, John S. & Dwivedi, Yogesh K, 2019. "Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda," International Journal of Information Management, Elsevier, vol. 48(C), pages 63-71.
    5. MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
    6. Somroop Sidhanta & Anindya Chakrabarty, 2010. "Promotional Mix And Corporate Performance - An Empirical Study," Paradigm, , vol. 14(1), pages 97-102, January.
    7. Shankar, Venkatesh & Kalyanam, Kirthi & Setia, Pankaj & Golmohammadi, Alireza & Tirunillai, Seshadri & Douglass, Tom & Hennessey, John & Bull, J.S. & Waddoups, Rand, 2021. "How Technology is Changing Retail," Journal of Retailing, Elsevier, vol. 97(1), pages 13-27.
    8. Rebecca Hamilton & Linda L. Price, 2019. "Consumer journeys: developing consumer-based strategy," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 187-191, March.
    9. Peter E. Rossi, 2014. "Invited Paper —Even the Rich Can Make Themselves Poor: A Critical Examination of IV Methods in Marketing Applications," Marketing Science, INFORMS, vol. 33(5), pages 655-672, September.
    10. Mohammad Alamgir Hossain & Yogesh K. Dwivedi & Caroline Chan & Craig Standing & Abdus-Samad Olanrewaju, 2018. "Sharing Political Content in Online Social Media: A Planned and Unplanned Behaviour Approach," Information Systems Frontiers, Springer, vol. 20(3), pages 485-501, June.
    11. Dwivedi, Yogesh K. & Ismagilova, Elvira & Hughes, D. Laurie & Carlson, Jamie & Filieri, Raffaele & Jacobson, Jenna & Jain, Varsha & Karjaluoto, Heikki & Kefi, Hajer & Krishen, Anjala S. & Kumar, Vikra, 2021. "Setting the future of digital and social media marketing research: Perspectives and research propositions," International Journal of Information Management, Elsevier, vol. 59(C).
    12. Kannan, P.K. & Li, Hongshuang “Alice”, 2017. "Digital marketing: A framework, review and research agenda," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 22-45.
    13. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    14. David Reeb & Mariko Sakakibara & Ishtiaq P Mahmood, 2012. "From the Editors: Endogeneity in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(3), pages 211-218, April.
    15. Gelbrich, Katja & Hagel, Julia & Orsingher, Chiara, 2021. "Emotional support from a digital assistant in technology-mediated services: Effects on customer satisfaction and behavioral persistence," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 176-193.
    16. Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
    17. Park, Jungkun & Hyun, Hyowon & Thavisay, Toulany, 2021. "A study of antecedents and outcomes of social media WOM towards luxury brand purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    18. Chinonso E. Etumnu & Kenneth Foster & Nicole O. Widmar & Jayson L. Lusk & David L. Ortega, 2020. "Does the distribution of ratings affect online grocery sales? Evidence from Amazon," Agribusiness, John Wiley & Sons, Ltd., vol. 36(4), pages 501-521, October.
    19. Bailey, Ainsworth Anthony & Bonifield, Carolyn M. & Elhai, Jon D., 2021. "Modeling consumer engagement on social networking sites: Roles of attitudinal and motivational factors," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    20. Yaprak, Ümit & Kılıç, Fatih & Okumuş, Abdullah, 2021. "Is the Covid-19 pandemic strong enough to change the online order delivery methods? Changes in the relationship between attitude and behavior towards order delivery by drone," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    21. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.
    22. Christina Kuehnl & Danijel Jozic & Christian Homburg, 2019. "Effective customer journey design: consumers’ conception, measurement, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 551-568, May.
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    1. Li Da Xu, 2022. "Systems research on artificial intelligence," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 359-360, May.

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