Explore success factors that impact artificial intelligence adoption on telecom industry in China
作者机构：Indiana University EastRichmondIN 47374USA Old Dominion UniversityStrome College of BusinessNorfolkVA 23529USA Texas A&M International UniversityLaredoTX 78041USA
出 版 物：《Journal of Management Analytics》 (管理分析学报（英文）)
年 卷 期：2021年第8卷第1期
页 面：36-68页
核心收录：
学科分类：02[经济学] 0202[经济学-应用经济学] 1202[管理学-工商管理] 0714[理学-统计学（可授理学、经济学学位）] 0701[理学-数学]
主 题：Artificial intelligence(AI) adoption telecom industry TOE DOI structural equation modeling
摘 要：As the core driving force of the new round of informatization development and industrial revolution,the disruptive achievements of artificial intelligence(AI)are rapidly and comprehensively infiltrating into various fields of human activities.Although technologies and applications of AI have been widely studied and factors that affect AI adoption are identified in existing literature,the impact of success factors on AI adoption remains unknown.Accordingly,this paper proposes a framework to explore the impacts of success factors on AI adoption in telecom industry by integrating the technology,organization,and environment(TOE)framework and diffusion of innovation(DOI)theory.Particularly,this framework consists of factors regarding external environment,organizational capabilities,and innovation attributes of AI.The framework is empirically tested with data collected by surveying telecom companies in China.Structural equation modeling is applied to analyze the data.The study provides support for firms’decision-making and resource allocation regarding AI adoption.
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