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Next frontiers of research in data driven marketing: Will techniques keep up with data tsunami?

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  • Sheth, Jagdish
  • Kellstadt, Charles H.

Abstract

The purpose of the paper is to provide a historical evolution of data driven marketing and suggest next frontiers of research opportunities as a consequence of digital tsunami as well as affordability and accessibility to conduct databased research. Earlier, techniques were in search of data but in the future data will be in search of techniques, especially in the era of social media such as Twitter, Facebook, YouTube, What’s App, and Instagram.

Suggested Citation

  • Sheth, Jagdish & Kellstadt, Charles H., 2021. "Next frontiers of research in data driven marketing: Will techniques keep up with data tsunami?," Journal of Business Research, Elsevier, vol. 125(C), pages 780-784.
    • Handle: RePEc:eee:jbrese:v:125:y:2021:i:c:p:780-784
    DOI: 10.1016/j.jbusres.2020.04.050
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    1. de Vries, Lisette & Gensler, Sonja & Leeflang, Peter S.H., 2012. "Popularity of Brand Posts on Brand Fan Pages: An Investigation of the Effects of Social Media Marketing," Journal of Interactive Marketing, Elsevier, vol. 26(2), pages 83-91.
    2. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    3. Oded Netzer & Ronen Feldman & Jacob Goldenberg & Moshe Fresko, 2012. "Mine Your Own Business: Market-Structure Surveillance Through Text Mining," Marketing Science, INFORMS, vol. 31(3), pages 521-543, May.
    4. Kim, Angella J. & Ko, Eunju, 2012. "Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand," Journal of Business Research, Elsevier, vol. 65(10), pages 1480-1486.
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