Digital transformation of organization using AI-CRM: From microfoundational perspective with leadership support

被引:65
作者
Chatterjee, Sheshadri [1 ]
Chaudhuri, Ranjan [2 ]
Vrontis, Demetris [3 ]
Jabeen, Fauzia [4 ]
机构
[1] Indian Inst Technol Kharagpur, Kharagpur, West Bengal, India
[2] Indian Inst Management Ranchi, Ranchi 834008, Jharkhand, India
[3] Univ Nicosia, Sch Business, Nicosia, Cyprus
[4] Abu Dhabi Univ, Coll Business, Abu Dhabi, U Arab Emirates
关键词
Digital transformation; AI-CRM; Microfoundation; Leadership support; Resistance to change; Perceived risk; CUSTOMER RELATIONSHIP MANAGEMENT; STATUS-QUO BIAS; PLS-SEM; ARTIFICIAL-INTELLIGENCE; DYNAMIC CAPABILITIES; EMPIRICAL-ANALYSIS; USER RESISTANCE; BIG DATA; PERFORMANCE; INNOVATION;
D O I
10.1016/j.jbusres.2022.08.019
中图分类号
F [经济];
学科分类号
02 ;
摘要
Business firms are increasingly innovating their traditional business model to a technology-enabled digitalized model for their sustainability in the competitive market. Firms have already felt the necessity to embark on a digital transformation journey to sustain themselves. However, specific capabilities at the microfoundation level are needed for successfully exploiting this paradigm shift towards digital transformation. In the digital trans-formation journey, specific digital skills and capabilities at the microfoundational level are essential to achieve success. The psychological foundations of the employees should be aligned in favor of digitalization to suc-cessfully gain competitive advantage. Not many studies are available to understand individual capabilities and skills at the microfoundational level. In this background, the aim of this study is to investigate the role of in-dividual capability at the microfoundational level, including the leadership role along with technology capability like an AI-enabled CRM system, towards digitalization. With the help of RBV theory and status quo bias theory, a theoretical model has been developed which was later validated using SEM technique with data of 341 re-spondents from different industries. The study finds that there is a significant influence of individuals' skills and capabilities to embrace the digital transformation journey.
引用
收藏
页码:46 / 58
页数:13
相关论文
共 130 条
[1]   Transformational leadership and project success: The mediating role of team-building [J].
Aga, D. A. ;
Noorderhaven, N. ;
Vallejo, B. .
INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT, 2016, 34 (05) :806-818
[2]   Factors Affecting Environmental Performance during the Covid-19 Period in the Leather Industry: A Moderated-Mediation Approach [J].
Akram, Kashif ;
Saeed, Alina ;
Bresciani, Stefano ;
Rehman, Shafique Ur ;
Ferraris, Alberto .
JOURNAL OF COMPETITIVENESS, 2022, 14 (01) :5-22
[3]   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
[4]   A knowledge management and sharing business model for dealing with disruption: The case of Aramex [J].
Alberti-Alhtaybat, Larissa V. ;
Al-Htaybat, Khaldoon ;
Hutaibat, Khalid .
JOURNAL OF BUSINESS RESEARCH, 2019, 94 :400-407
[5]   Customer satisfaction and shareholder value [J].
Anderson, EW ;
Fornell, C ;
Mazvancheryl, SK .
JOURNAL OF MARKETING, 2004, 68 (04) :172-185
[6]   ESTIMATING NONRESPONSE BIAS IN MAIL SURVEYS [J].
ARMSTRONG, JS ;
OVERTON, TS .
JOURNAL OF MARKETING RESEARCH, 1977, 14 (03) :396-402
[7]   Quality, satisfaction and behavioral intentions [J].
Baker, DA ;
Crompton, JL .
ANNALS OF TOURISM RESEARCH, 2000, 27 (03) :785-804
[8]   Role of cognitive absorption in building user trust and experience [J].
Balakrishnan, Janarthanan ;
Dwivedi, Yogesh K. .
PSYCHOLOGY & MARKETING, 2021, 38 (04) :643-668
[9]   FIRM RESOURCES AND SUSTAINED COMPETITIVE ADVANTAGE [J].
BARNEY, J .
JOURNAL OF MANAGEMENT, 1991, 17 (01) :99-120
[10]   WHAT ARE MICROFOUNDATIONS? [J].
Barney, Jay ;
Felin, Teppo .
ACADEMY OF MANAGEMENT PERSPECTIVES, 2013, 27 (02) :138-155