Big Data-enabled Customer Relationship Management: A holistic approach

被引:65
作者
Zerbino, Pierluigi [1 ]
Aloini, Davide [1 ]
Dulmin, Riccardo [1 ]
Mininno, Valeria [1 ]
机构
[1] Univ Pisa, Dept Energy Syst Terr & Construct Engn, Largo Lucio Lazzarino 1, I-56122 Pisa, Italy
关键词
Big Data; CRM; Literature review; Critical Success Factors (CSFs); Word tree; SUCCESSFUL CRM IMPLEMENTATION; CRITICAL SUCCESS FACTORS; RESOURCE-BASED-VIEW; KNOWLEDGE MANAGEMENT; COMPETITIVE ADVANTAGE; BUSINESS INTELLIGENCE; INFORMATION-SYSTEMS; STRATEGIC FRAMEWORK; FIRM PERFORMANCE; SOCIAL CRM;
D O I
10.1016/j.ipm.2017.10.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper aims to figure out the potential impact of Big Data (BD) on Critical Success Factors (CSFs) of Customer Relationship Management (CRM). In fact, while some authors have posited a relationship between BD and CRM, literature lacks works that go into the heart of the matter. Through an extensive up-to-date in-depth literature review about CRM, twenty (20) CSFs were singled out from 104 selected papers, and organized within an ad-hoc classification framework. The consistency of the classification was checked by means of a content analysis. Evidences were discussed and linked to the BD literature, and five propositions about how BD could affect CRM CSFs were formalized. Our results suggest that BD-enabled CRM initiatives could require several changes in the pertinent CSFs. In order to get rid of the hype effect surrounding BD, we suggest to adopt an explorative approach towards them by defining a mandatory business direction through sound business cases and pilot tests. From a general standpoint, BD could be framed as an enabling factor of well-known projects, like CRM initiatives, in order to reap the benefits from the new technologies by addressing the efforts through already acknowledged management paths.
引用
收藏
页码:818 / 846
页数:29
相关论文
共 50 条
  • [21] A survey on big data-enabled innovative online education systems during the COVID-19 pandemic
    Cui, Yuhuan
    Ma, Zezhong
    Wang, Liya
    Yang, Aimin
    Liu, Qiumei
    Kong, Shanshan
    Wang, Huifang
    JOURNAL OF INNOVATION & KNOWLEDGE, 2023, 8 (01):
  • [22] Management theory and big data literature: From a review to a research agenda
    Fiorini, Paula de Camargo
    Roman Pais Seles, Bruno Michel
    Jabbour, Charbel Jose Chiappetta
    Mariano, Enzo Barberio
    Jabbour, Ana Beatriz Lopes de Sousa
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2018, 43 : 112 - 129
  • [23] Evolution of customer relationship management to data mining-based customer relationship management: a scientometric analysis
    Pynadath M.F.
    Rofin T.M.
    Thomas S.
    Quality & Quantity, 2023, 57 (4) : 3241 - 3272
  • [24] Customer engagement in a Big Data world
    Kunz, Werner
    Aksoy, Lerzan
    Bart, Yakov
    Heinonen, Kristina
    Kabadayi, Sertan
    Ordenes, Francisco Villarroel
    Sigala, Marianna
    Diaz, David
    Theodoulidis, Babis
    JOURNAL OF SERVICES MARKETING, 2017, 31 (02) : 161 - 171
  • [25] A multiple-case study on the adoption of customer relationship management and big data analytics in the automotive industry
    Hu, Lala
    Basiglio, Angela
    TQM JOURNAL, 2023, 36 (09) : 1 - 21
  • [26] Big data-enabled large-scale group decision making for circular economy: An emerging market context
    Modgil, Sachin
    Gupta, Shivam
    Sivarajah, Uthayasankar
    Bhushan, Bharat
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 166
  • [27] On a Certain Research Gap in Big Data Mining for Customer Insights
    Mach-Krol, Maria
    Hadasik, Bartlomiej
    APPLIED SCIENCES-BASEL, 2021, 11 (15):
  • [28] A Holistic View of Big Data
    Kim, Won
    Jeong, Ok-Ran
    Kim, Chulyun
    INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2014, 10 (03) : 59 - 69
  • [29] Big data-enabled intelligent synchronisation for the complex production logistics system under the opti-state control strategy
    Zhang, Kai
    Qu, Ting
    Zhang, Yongheng
    Zhong, Ray Y.
    Huang, George
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (13) : 4159 - 4175
  • [30] State-of-the-art social customer relationship management
    Chan, Irene Cheng Chu
    Fong, Davis Ka Chio
    Law, Rob
    Fong, Lawrence Hoc Nang
    ASIA PACIFIC JOURNAL OF TOURISM RESEARCH, 2018, 23 (05) : 423 - 436