Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory

被引:26
作者
Chatterjee, Sheshadri [1 ]
Mikalef, Patrick [2 ]
Khorana, Sangeeta [3 ]
Kizgin, Hatice [4 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Comp Sci & Engn, Kharagpur, W Bengal, India
[2] Sintef Digital, Dept Technol Management, SP Andersens Veg 3, N-7031 Trondheim, Norway
[3] Bournemouth Univ, Business Sch, Bournemouth BH8 8EB, Dorset, England
[4] Univ Bradford, Sch Management, Richmond Rd, Bradford BD7 1DP, W Yorkshire, England
关键词
AI-CRM; B2C; Success and failure; Contingency theory; Dynamic capability view; BIG DATA ANALYTICS; EMPIRICAL-EXAMINATION; PERFORMANCE OUTCOMES; INFORMATION QUALITY; ADOPTION; BUSINESS; FIRMS; SATISFACTION; ANTECEDENTS; INNOVATION;
D O I
10.1007/s10796-022-10261-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Customer relationship management (CRM) is a strategic approach to manage an organization's interaction with current and potential customers. Artificial Intelligence (AI) can analyze huge volume of data without human intervention. The integration of AI with existing legacy CRM system in the business to customer (B2C) relationship makes sense given the massive potential for growth of AI integrated CRM system. Failure to plan AI-CRM technology implementation in an organization could lead some to success and others to failure. The Contingency theory states that it is not possible for organizations to take decisions without a contingency plan and the optimal course of action depends on the internal and external circumstances. The Dynamic Capability View theory emphasizes the organizational ability to react adequately in a timely manner to any external changes and combines multiple capabilities of the organization, including organizational CRM and AI capabilities. Against this background, the purpose of this study is to examine the success and failure of implementation of AI integrated CRM system in an organization from B2C perspective using Contingency theory and Dynamic Capability View theory. The study finds that information quality, system fit, and organizational fit significantly and positively impact the implementation of AI-CRM for B2C relationship management. Also, there is a moderating impact of technology turbulence on both acceptance and failure of AI-CRM capability in the organization.
引用
收藏
页码:967 / 985
页数:19
相关论文
共 92 条
[1]   Transforming business using digital innovations: the application of AI, blockchain, cloud and data analytics [J].
Akter, Shahriar ;
Michael, Katina ;
Uddin, Muhammad Rajib ;
McCarthy, Grace ;
Rahman, Mahfuzur .
ANNALS OF OPERATIONS RESEARCH, 2022, 308 (1-2) :7-39
[2]   Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality [J].
Akter, Shahriar ;
Wamba, Samuel Fosso ;
Dewan, Saifullah .
PRODUCTION PLANNING & CONTROL, 2017, 28 (11-12) :1011-1021
[3]   The relationship between CRM and customer loyalty: the moderating role of customer trust [J].
Alam, Mirza Mohammad Didarul ;
Karim, Rashed Al ;
Habiba, Wardha .
INTERNATIONAL JOURNAL OF BANK MARKETING, 2021, 39 (07) :1248-1272
[4]   Implementation of cloud ERP in the SME: evidence from UAE [J].
Alsharari, Nizar Mohammad ;
Al-Shboul, Mohammad ;
Alteneiji, Salem .
JOURNAL OF SMALL BUSINESS AND ENTERPRISE DEVELOPMENT, 2020, 27 (02) :299-327
[5]  
Alshare KA, 2011, COMMUN ASSOC INF SYS, V28, P571
[6]   Organisational, technical and data quality factors in CRM adoption - SMEs perspective [J].
Alshawi, Sarmad ;
Missi, Farouk ;
Irani, Zahir .
INDUSTRIAL MARKETING MANAGEMENT, 2011, 40 (03) :376-383
[7]  
AlShibly DH., 2014, J INFORM KNOWLEDGE M, V3, P22
[8]   Online reviews as a feedback mechanism for hotel CRM systems [J].
Assimakopoulos, Costas ;
Papaioannou, Eugenia ;
Sarmaniotis, Christos ;
Georgiadis, Christos K. .
ANATOLIA-INTERNATIONAL JOURNAL OF TOURISM AND HOSPITALITY RESEARCH, 2015, 26 (01) :5-20
[9]   The importance of value and context for mobile CRM services in banking [J].
Awasthi, Preety ;
Sangle, Purnima S. .
BUSINESS PROCESS MANAGEMENT JOURNAL, 2013, 19 (06) :864-891
[10]   Does relationship communication matter in B2C service relationships? [J].
Balaji, M. S. ;
Roy, Sanjit Kumar ;
Wei, Khong Kok .
JOURNAL OF SERVICES MARKETING, 2016, 30 (02) :186-200