Assessing the AI-CRM technology capability for sustaining family businesses in times of crisis: the moderating role of strategic intent

动态能力 业务 独创性 营销 概念模型 结构方程建模 概念框架 知识管理 战略管理 价值(数学) 家族企业 定性研究 计算机科学 社会学 机器学习 数据库 社会科学
作者
Ranjan Chaudhuri,Sheshadri Chatterjee,Sascha Kraus,Demetris Vrontis
出处
期刊:Journal of Family Business Management [Emerald (MCB UP)]
卷期号:13 (1): 46-67 被引量:40
标识
DOI:10.1108/jfbm-12-2021-0153
摘要

Purpose This study assesses the capability of artificial intelligence integrated customer relationship management (AI-CRM) technology for sustaining family businesses in times of crisis, such as the COVID-19 pandemic. The study also investigates the moderating role of strategic intent in sustaining family businesses in times of crisis. Design/methodology/approach The authors used dynamic capability view theory and related literature on family business and technology adoption to develop a conceptual model. This model has been validated using the structural equation modeling technique considering 332 usable responses from people of India involved in family businesses and technology adoption. The study also uses multigroup analysis to examine the moderating role of strategic intent. Findings The study finds that adoption of AI-CRM technology significantly and positively impacts dynamic capabilities of the family businesses, such as sensing, seizing and transforming capabilities, which in turn positively and significantly influences their sustainability during crises. The study also highlights the significant moderating impact of strategic intent for sustaining family business firms in uncertain times. Practical implications This study has highlighted the importance for family businesses to adopt AI-CRM technology and its influence on their dynamic capabilities. The study also provides important inputs to the management of family businesses regarding adoption of new technologies and their significance during crises. The study also documents that strategic intent could help family businesses to survive during such times. The study is conducted in India and thus cannot be generalized. Originality/value This study table is unique in that it investigates the influence of AI-CRM technology and the moderating role of strategic intent on family business sustainability in times of crisis. Moreover, the proposed theoretical model is a unique model with explanative power of 71%.
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