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How many, how often, and how new? A multivariate profiling of mobile app users

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  • Liu, Feng
  • Zhao, Shaoqiong
  • Li, Yang

Abstract

Despite enormous demand for and explosive growth of mobile phone apps in recent years, few studies have been conducted to arrive at a multi-faceted valuation of app users. Our paper addresses this important gap in literature. Drawing on Household Production Theory and Hedonic and Utilitarian Consumption Theory, we investigate how mobile app users behave in the dimensions of possession quantity, usage Frequency, and acquisition Recency. We propose a multivariate model to examine these behaviors jointly and calibrate it using data from a survey of app users. We take a Bayesian MCMC computational approach for model calibration. The results are consistent with our theoretically derived expectations. The significance of the findings is discussed.

Suggested Citation

  • Liu, Feng & Zhao, Shaoqiong & Li, Yang, 2017. "How many, how often, and how new? A multivariate profiling of mobile app users," Journal of Retailing and Consumer Services, Elsevier, vol. 38(C), pages 71-80.
    • Handle: RePEc:eee:joreco:v:38:y:2017:i:c:p:71-80
    DOI: 10.1016/j.jretconser.2017.05.008
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    as
    1. Homer, Pamela Miles, 2008. "Perceived quality and image: When all is not "rosy"," Journal of Business Research, Elsevier, vol. 61(7), pages 715-723, July.
    2. Tsu-Tan Fu & Lung-An Li & Yih-Ming Lin & Kamhon Kan, 2000. "A limited information estimator for the multivariate ordinal probit model," Applied Economics, Taylor & Francis Journals, vol. 32(14), pages 1841-1851.
    3. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    4. Babin, Barry J & Darden, William R & Griffin, Mitch, 1994. "Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(4), pages 644-656, March.
    5. Abdullah Azfar & Kim-Kwang Raymond Choo & Lin Liu, 2016. "Android mobile VoIP apps: a survey and examination of their security and privacy," Electronic Commerce Research, Springer, vol. 16(1), pages 73-111, March.
    6. Bohlin, Anders & Gruber, Harald & Koutroumpis, Pantelis, 2010. "Diffusion of new technology generations in mobile communications," Information Economics and Policy, Elsevier, vol. 22(1), pages 51-60, March.
    7. Devereux, John & Locay, Luis, 1992. "Specialization, Household Production, and the Measurement of Economic Growth," American Economic Review, American Economic Association, vol. 82(2), pages 399-403, May.
    8. Liran Einav & Jonathan Levin & Igor Popov & Neel Sundaresan, 2014. "Growth, Adoption, and Use of Mobile E-Commerce," American Economic Review, American Economic Association, vol. 104(5), pages 489-494, May.
    9. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    10. Adaval, Rashmi, 2001. "Sometimes It Just Feels Right: The Differential Weighting of Affect-Consistent and Affect-Inconsistent Product Information," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(1), pages 1-17, June.
    11. Piggott, John & Whalley, John, 1996. "The Tax Unit and Household Production," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 398-418, April.
    12. Papatla, Purushottam & Liu, Feng (Oliver), 2009. "Google or BizRate? How search engines and comparison sites affect unplanned choices of online retailers," Journal of Business Research, Elsevier, vol. 62(11), pages 1039-1045, November.
    13. Jan Roelf Bult & Tom Wansbeek, 1995. "Optimal Selection for Direct Mail," Marketing Science, INFORMS, vol. 14(4), pages 378-394.
    14. Dickinger, Astrid & Kleijnen, Mirella, 2008. "Coupons going wireless: Determinants of consumer intentions to redeem mobile coupons," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 23-39.
    15. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    16. Aimee Drolet & Patti Williams & Loraine Lau-Gesk, 2007. "Age-related differences in responses to affective vs. rational ads for hedonic vs. utilitarian products," Marketing Letters, Springer, vol. 18(4), pages 211-221, December.
    17. Yang, Kiseol, 2012. "Consumer technology traits in determining mobile shopping adoption: An application of the extended theory of planned behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 19(5), pages 484-491.
    18. Yao Zhang & Eric T. Bradlow & Dylan S. Small, 2015. "Predicting Customer Value Using Clumpiness: From RFM to RFMC," Marketing Science, INFORMS, vol. 34(2), pages 195-208, March.
    19. Ratchford, Brian T, 2001. "The Economics of Consumer Knowledge," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(4), pages 397-411, March.
    20. Wai-Yin Poon & Hai-Bin Wang, 2010. "Bayesian Analysis of Multivariate Probit Models with Surrogate Outcome Data," Psychometrika, Springer;The Psychometric Society, vol. 75(3), pages 498-520, September.
    21. Moorthy, Sridhar & Ratchford, Brian T & Talukdar, Debabrata, 1997. "Consumer Information Search Revisited: Theory and Empirical Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 23(4), pages 263-277, March.
    22. Shankar, Venkatesh & Balasubramanian, Sridhar, 2009. "Mobile Marketing: A Synthesis and Prognosis," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 118-129.
    23. Holbrook, Morris B & Hirschman, Elizabeth C, 1982. "The Experiential Aspects of Consumption: Consumer Fantasies, Feelings, and Fun," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(2), pages 132-140, September.
    24. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    25. Shankar, Venkatesh & Venkatesh, Alladi & Hofacker, Charles & Naik, Prasad, 2010. "Mobile Marketing in the Retailing Environment: Current Insights and Future Research Avenues," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 111-120.
    26. Ann Kronrod & Shai Danziger, 2013. ""Wii Will Rock You!" The Use and Effect of Figurative Language in Consumer Reviews of Hedonic and Utilitarian Consumption," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(4), pages 726-739.
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