Analytics for Customer Engagement

被引:245
|
作者
Bijmolt, Tammo H. A. [1 ]
Leeflang, Peter S. H.
Block, Frank [2 ]
Eisenbeiss, Maik [3 ]
Hardie, Bruce G. S. [4 ]
Lemmens, Aurelie [5 ]
Saffert, Peter [3 ]
机构
[1] Univ Groningen, Dept Mkt, Fac Econ & Business, NL-9700 AV Groningen, Netherlands
[2] FinScore SA, Renens, Switzerland
[3] Univ Cologne, Dept Retailing & Customer Management, Cologne, Germany
[4] London Business Sch, London NW1 4SA, England
[5] Erasmus Univ, Rotterdam, Netherlands
关键词
analytic models; customer equity; customer management; data mining; decision trees; probability models; word of mouth; WORD-OF-MOUTH; AGGREGATED DATA; MANAGEMENT; BEHAVIOR; MODELS; ACQUISITION; RETENTION; WEB; SELECTION; IMPACT;
D O I
10.1177/1094670510375603
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this article, we discuss the state of the art of models for customer engagement and the problems that are inherent to calibrating and implementing these models. The authors first provide an overview of the data available for customer analytics and discuss recent developments. Next, the authors discuss the models used for studying customer engagement, where they distinguish the following stages: customer acquisition, customer development, and customer retention. Finally, they discuss several organizational issues of analytics for customer engagement, which constitute barriers for introducing analytics for customer engagement.
引用
收藏
页码:341 / 356
页数:16
相关论文
共 50 条
  • [1] "Custolytics" Internet of Things based customer analytics aiding customer engagement strategy in emerging markets - an empirical research
    Yerpude, Samir
    Singhal, Tarun Kumar
    INTERNATIONAL JOURNAL OF EMERGING MARKETS, 2021, 16 (01) : 92 - 112
  • [2] Analyzing Customer Engagement Using Twitter Analytics: A Case of Uber Car-Hailing Services
    Bijarnia, Saroj
    Khetan, Richa
    Ilavarasan, P. Vigneswara
    Kar, Arpan K.
    DIGITAL TRANSFORMATION FOR A SUSTAINABLE SOCIETY IN THE 21ST CENTURY, 2019, 11701 : 404 - 414
  • [3] The impact of customer engagement on customer happiness
    de Azambuja, Gina Maria Pipoli
    Pena, Gustavo Adolfo Rodriguez
    Vargas, Enver Gerald Tarazona
    JOURNAL OF CONSUMER BEHAVIOUR, 2023, 22 (04) : 1025 - 1041
  • [4] Customer engagement with service providers: an empirical investigation of customer engagement dispositions
    Sim, Max
    Conduit, Jodie
    Plewa, Carolin
    Hentzen, Janin Karoli
    EUROPEAN JOURNAL OF MARKETING, 2022, 56 (07) : 1926 - 1955
  • [5] Investigating the impact of psychological customer engagement on customer engagement behaviors: the moderating role of customer commitment
    Bozkurt, Siddik
    Gligor, David
    Gligor, Nichole
    JOURNAL OF MARKETING ANALYTICS, 2022, 10 (04) : 408 - 424
  • [6] Investigating the impact of psychological customer engagement on customer engagement behaviors: the moderating role of customer commitment
    Sıddık Bozkurt
    David Gligor
    Nichole Gligor
    Journal of Marketing Analytics, 2022, 10 : 408 - 424
  • [7] Customer Behaviour and Data Analytics
    Chicco, Gianfranco
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE AND EXPOSITION ON ELECTRICAL AND POWER ENGINEERING (EPE 2016), 2016, : 771 - 779
  • [8] The dark side of customer analytics
    Davenport, Thomas H.
    Harris, Jeanne G.
    HARVARD BUSINESS REVIEW, 2007, 85 (05) : 37 - +
  • [9] A tool for intelligent customer analytics
    Nauck, Detlef D.
    Ruta, Dymitr
    Spott, Martin
    Azvine, Ben
    2006 3RD INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2006, : 509 - 512
  • [10] Rezension „Customer Relationship Analytics“
    Darius Zumstein
    HMD Praxis der Wirtschaftsinformatik, 2016, 53 (3) : 401 - 403