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Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches
16 references·5 citing·44 second hopsampled
Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches (2022)Social Networks Marketing and Consumer Pu…Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Setting the future of digital…When to use and how to report the results of PLS-SEM (2018)When to use and how to report…Partial Least Squares Structural Equation Modeling (2017)Partial Least Squares Structu…Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior (2016)Social media marketing effort…Common Beliefs and Reality About PLS (2014)Common Beliefs and Reality Ab…A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)A new criterion for assessing…The impact of user interactions in social media on brand awareness and purchase intention: the case of MINI on Facebook (2013)The impact of user interactio…We’re all connected: The power of the social media ecosystem (2011)We’re all connected: The powe…Introduction to the Special Issue Social Commerce: A Research Framework for Social Commerce (2011)Introduction to the Special I…Introducing COBRAs (2011)Introducing COBRAsDo social media marketing activities enhance customer equity? An empirical study of luxury fashion brand (2011)Do social media marketing act…Users of the world, unite! The challenges and opportunities of Social Media (2009)Users of the world, unite! Th…Social media: The new hybrid element of the promotion mix (2009)Social media: The new hybrid …User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Common method biases in behav…Perceived Behavioral Control, Self‐Efficacy, Locus of Control, and the Theory of Planned Behavior 1 (2002)Perceived Behavioral Control,…Harnessing enhanced sand cat swarm optimisation with deep learning assisted customer segmentation with purchase behaviour analytics on the retail industry (2026)Harnessing enhanced sand cat …AI-Driven Predictive Customer Analytics for Forecasting Behavior, Churn and Future Buying Patterns (2025)AI-Driven Predictive Customer…A preliminary analysis of the impact of advertising appeals on sustainable apparel purchase behaviour (2025)A preliminary analysis of the…Digital Technology Adoption in SMEs: What Technological, Environmental and Organizational Factors Influence in Emerging Countries? (2023)Digital Technology Adoption i…Food consumption behavior, food supply chain disruption, and food security crisis during the COVID-19: the mediating effect of food price and food stress (2022)Food consumption behavior, fo…Self-efficacy: Toward a unifying theory of behavioral change. 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this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2003Common method biases in behavioral research: A critical review of the literature and recommended remedies.84,999 cited
  • 2003User Acceptance of Information Technology: Toward A Unified View148,734 cited
  • 2014A new criterion for assessing discriminant validity in variance-based structural equation modeling43,453 cited
  • 2018When to use and how to report the results of PLS-SEM33,063 cited
  • 2009Users of the world, unite! The challenges and opportunities of Social Media19,104 cited
  • 2002Perceived Behavioral Control, Self‐Efficacy, Locus of Control, and the Theory of Planned Behavior 17,802 cited
  • 2009Social media: The new hybrid element of the promotion mix4,362 cited
  • 2020Setting the future of digital and social media marketing research: Perspectives and research propositions3,876 cited
  • 2017Partial Least Squares Structural Equation Modeling3,522 cited
  • 2014Common Beliefs and Reality About PLS3,506 cited
  • 2011Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand2,755 cited
  • 2011We’re all connected: The power of the social media ecosystem1,701 cited
  • 2016Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior1,667 cited
  • 2011Introducing COBRAs1,556 cited

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  • 2011Introduction to the Special Issue Social Commerce: A Research Framework for Social Commerce1,005 cited
  • 2013The impact of user interactions in social media on brand awareness and purchase intention: the case of MINI on Facebook882 cited
  • Cited by

    • 2023Digital Technology Adoption in SMEs: What Technological, Environmental and Organizational Factors Influence in Emerging Countries?322 cited
    • 2022Food consumption behavior, food supply chain disruption, and food security crisis during the COVID-19: the mediating effect of food price and food stress50 cited
    • 2025AI-Driven Predictive Customer Analytics for Forecasting Behavior, Churn and Future Buying Patterns6 cited
    • 2026Harnessing enhanced sand cat swarm optimisation with deep learning assisted customer segmentation with purchase behaviour analytics on the retail industry6 cited
    • 2025A preliminary analysis of the impact of advertising appeals on sustainable apparel purchase behaviour6 cited