Exploring determinants influencing artificial intelligence adoption, reference to diffusion of innovation theory

被引:0
|
作者
Patnaik, Priyadarsini [1 ]
Bakkar, Mahmoud [2 ]
机构
[1] Entrepreneurship Dev Inst India, Gandhinagar, Gujarat, India
[2] Abu Dhabi Univ, Sch Engn, Dept Comp Sci & IT, Abu Dhabi, U Arab Emirates
关键词
Transformation leadership; Diffusion; Innovation; Artificial intelligence; Technology adoption; TRANSFORMATIONAL LEADERSHIP; TRANSACTIONAL LEADERSHIP; CHARISMATIC LEADERSHIP; PERFORMANCE; FIRMS; ASSIMILATION; PERSPECTIVE; COMPETENCES; ACCEPTANCE;
D O I
10.1016/j.techsoc.2024.102750
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
An organization's ability to accept innovation heavily depends on its leadership caliber. Although leadership is known to affect all three stages of adoption (initiation, adoption, and routinization), literature has yet to examine the specific leadership components that contribute to each of these phases. Drawing from existing literature on transformational leadership and AI adoption, this article examines how transformational leadership can facilitate the successful implementation of AI technologies. This paper explores the intersection of transformational leadership and artificial intelligence (AI) adoption within organizations. This study used data from 250 companies to develop and evaluate a framework combining the Diffusion of Innovation (DOI) theory with transformational leadership (TL). The results were analyzed using structural equation modeling (SEM) techniques. The study examined the determinants influencing the adoption of AI as a new technology. This study found TL is a crucial driver of adoption, whereas elements like vision and intellectual stimulation are essential for the Intention to adopt. Also, this research indicates that adopting a significant innovation like AI is intricately linked to leaders' vision and ability to respect and recognize the feelings and needs of others (both indicators of offering individual assistance). Additionally, practical implications and recommendations for leaders are provided to navigate the complex landscape of AI adoption.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Introduction of the Lug Nut Theory for Innovation Adoption and Diffusion
    Pletcher, Timothy
    Olsen, Jennifer
    PROCEEDINGS OF THE 12TH EUROPEAN CONFERENCE ON INNOVATION AND ENTREPRENEURSHIP (ECIE 2017), 2017, : 503 - 510
  • [22] MOBILE BANKING ADOPTION: APPLICATION OF DIFFUSION OF INNOVATION THEORY
    Al-Jabri, Ibrahim M.
    Sohail, M. Sadiq
    JOURNAL OF ELECTRONIC COMMERCE RESEARCH, 2012, 13 (04): : 373 - 385
  • [23] Ranking of Innovation Related Factors Influencing Artificial Intelligence Performance
    Ismail, Jalal Ismail Mohammed Sharif
    Muhammad, Mohd Nazrin
    Mosali, Najmaddin Abo
    INTERNATIONAL JOURNAL OF SUSTAINABLE CONSTRUCTION ENGINEERING AND TECHNOLOGY, 2022, 13 (04): : 154 - 164
  • [24] Factors Influencing the Adoption Intention of Artificial Intelligence for Public Engagement in Singapore
    Karippur, Nanda Kumar
    Liang, Shaohong
    Balaramachandran, Pushpa Rani
    INTERNATIONAL JOURNAL OF ELECTRONIC GOVERNMENT RESEARCH, 2020, 16 (04) : 73 - 93
  • [25] Adoption of Artificial Intelligence in Schools: Unveiling Factors Influencing Teachers' Engagement
    Cukurova, Mutlu
    Miao, Xin
    Brooker, Richard
    ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2023, 2023, 13916 : 151 - 163
  • [26] Factors influencing the adoption of artificial intelligence in libraries: A systematic literature review
    Shahzad, Khurram
    Khan, Shakeel Ahmad
    Iqbal, Abid
    Ahmed, Shakil
    Javeed, Asfa Muhammed Din
    Mohamed, Osama
    INFORMATION DEVELOPMENT, 2025,
  • [27] Factors influencing the adoption of artificial intelligence systems: a systematic literature review
    Khanfar, Ahmad A.
    Kiani Mavi, Reza
    Iranmanesh, Mohammad
    Gengatharen, Denise
    MANAGEMENT DECISION, 2025,
  • [28] Exploring determinants influencing information literacy with activity theory
    Li, Xuanxi
    Islam, A. Y. M. Atiquil
    Cheng, Eddie W. L.
    Hu, Xiao
    Chu, Samuel Kai Wah
    ONLINE INFORMATION REVIEW, 2022, 46 (03) : 568 - 589
  • [29] Exploring University Students' Adoption of ChatGPT Using the Diffusion of Innovation Theory and Sentiment Analysis With Gender Dimension
    Raman, Raghu
    Mandal, Santanu
    Das, Payel
    Kaur, Tavleen
    Sanjanasri, J. P.
    Nedungadi, Prema
    HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES, 2024, 2024
  • [30] Contemporary Innovation Challenges - Future of Adoption Artificial Intelligence: Case of Estonia
    Gavrilova, Valeria
    Gurvits-Suits, Natalie Aleksandra
    EUROPEAN INTEGRATION STUDIES, 2020, (14) : 217 - 225