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1-20 of 38
Keywords: Artificial intelligence
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Journal Articles
How AI use affects digital innovation performance: the roles of AI crafting and experience inertia
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–26.
Published: 03 April 2026
... at: mocale1010@163.com 07 05 2025 30 11 2025 02 02 2026 08 03 2026 © Emerald Publishing Limited 2026 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Use depth Use breadth AI crafting Experience inertia Digital innovation performance...
Journal Articles
AI investment and focal firm’s supply chain bargaining power: the moderating role of public data openness
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–31.
Published: 11 March 2026
...Minghui Kuang; Hao Jiao; Shuanping Gao Purpose Artificial intelligence ( AI ) technology is profoundly transforming socioeconomic development patterns, driving intelligent transformation across supply chain networks and creating strategic opportunities for firms to reconfigure their positions...
Journal Articles
Harnessing AI for organizational resilience: the moderation role of managerial discretion
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–29.
Published: 09 March 2026
...Haiyan Ma; Ying Chen; Maomao Chi Purpose With the rapid development of artificial intelligence ( AI ), manufacturing firms increasingly leverage AI to improve risk detection and response capabilities. Yet, it remains unclear whether and how AI application effectively enhances organizational...
Journal Articles
The impact of AI usage, literacy and proactive innovation behavior on scholars' mental health
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–20.
Published: 13 January 2026
...Xu Gao; Yang Ding; Haotian Zhang; Weiqi Liang; Renxian Zuo Purpose This study investigates the multifaceted impact of generative artificial intelligence (GenAI) usage on scholars' mental health. It examines the mediating role of proactive innovation behavior (PIB) and the moderating impact...
Journal Articles
Exploring the impact of anthropomorphism to individual context in voice assistants: a dual-contextual analysis
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–35.
Published: 23 December 2025
... model extends traditional acceptance models by emphasizing the role of perceived humanness in shaping user perceptions and behavioral outcomes. © Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Voice assistants Artificial intelligence Anthropomorphism...
Journal Articles
Risks and benefits posed by artificial intelligence to workers’ mental health: a systematic literature review
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–26.
Published: 05 December 2025
...Filippo Ferrarini; Simona Leonelli Purpose The purpose of this study is to systematically review the existing literature to explore how the adoption of artificial intelligence (AI) influences workers’ mental health (WMH). Grounded in the complementarity and substitution view (CSV) of technology...
Journal Articles
Innovation effects of Industry 4.0 and inbound open innovation: individual and synergistic effects
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2026) 126 (2): 467–491.
Published: 01 August 2025
... Limited 2025 Emerald Publishing Limited Licensed re-use rights only Digitalization Artificial intelligence Big data analytics Search breadth Open innovation Industry 4.0 Innovation is the cornerstone of a country’s socio-economic well-being, underpinning employment, investment...
Journal Articles
Achieving supply chain resilience: market orientation vs technological orientation
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2025) 125 (11): 2877–2901.
Published: 21 May 2025
... remains underexplored. This study, grounded in matching theory and dynamic capabilities theory, examines how different configurations of MO and TO (alignment and misalignment) influence SCR, with artificial intelligence (AI) acting as a moderating factor. Design/methodology/approach This study uses...
Journal Articles
Financial empowerment through robo-advisors: understanding the keys to trust and loyalty
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2025) 125 (6): 2178–2205.
Published: 09 May 2025
... Artificial intelligence Trust Loyalty Consumer behavior In the financial services sector, the industry is swiftly advancing toward the adoption of financial technology (FinTech) (Hentzen et al., 2021). The integration of finance and technology is not merely a trend in the modern financial...
Journal Articles
Conceptualization of privacy concerns and their influence on consumers’ resistance to AI-based recommender systems in e-commerce
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2025) 125 (5): 1844–1868.
Published: 24 March 2025
...Ting Chen; Fuzhen Liu; Xiao-Liang Shen; Jiang Wu; Yiyuan Liu Purpose The artificial intelligence-based recommender system (AIRS) provides personalization and convenience for enhancing customer experience but triggers customers’ resistance arising from privacy concerns. Few studies have...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2025) 125 (4): 1530–1553.
Published: 12 February 2025
...Mingye Li; Alemayehu Molla; Sophia Xiaoxia Duan Purpose Artificial intelligence (AI) has been touted as one of the viable solutions to address urban mobility issues. Despite a growing body of research on AI across various sectors, its use in the mobility sector remains underexplored. This study...
Includes: Supplementary data
Journal Articles
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future
Available to PurchaseKeng-Boon Ooi, Alex Koohang, Eugene Cheng-Xi Aw, Tat-Huei Cham, Cihan Cobanoglu, Charles Dennis, Yogesh K Dwivedi, Jun-Jie Hew, Heather Linton Kelly, Laurie Hughes, Chieh-Yu Lin, Anubhav Mishra, Ian Phau, Ramakrishnan Raman, Marianna Sigala, Yun-Chia Tang, Lai-Wan Wong, Garry Wei-Han Tan
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2025) 125 (2): 417–432.
Published: 24 December 2024
... The launch of ChatGPT has brought the large language model (LLM)-based generative artificial intelligence (GAI) into the spotlight, triggering the interests of various stakeholders to seize the possible opportunities implicated by it. Nevertheless, there are also challenges that the stakeholders should...
Journal Articles
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2024) 124 (10): 2899–2918.
Published: 07 August 2024
...Chin-Tsu Chen; Shih-Chih Chen; Asif Khan; Ming K. Lim; Ming-Lang Tseng Purpose The theoretical background bases on the big data analytics-artificial intelligence (BDA-AI) technologies and supply chain ambidexterity (SCAX) in the firms to assess their sustainability endeavors such as green supply...
Journal Articles
Artificial intelligent housekeeper based on consumer purchase decision: a case study of online E-commerce
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2024) 124 (8): 2588–2612.
Published: 18 June 2024
...Yan Guo; Qichao Tang; Haoran Wang; Mengjing Jia; Wei Wang Purpose The rise of artificial intelligence (AI) and machine learning has largely promoted the emergence of “autonomous decision-making” (ADM). This paper aims to establish a personalized artificial intelligent housekeeper (AIH) that knows...
Journal Articles
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2024) 124 (7): 2333–2363.
Published: 04 June 2024
...Philip T. Roundy; Arben Asllani Purpose An emerging research stream focuses on the place-based ecosystems where artificial intelligence (AI) innovations emerge and develop. This literature builds on the contextual turn in management research and, specifically, work on entrepreneurial ecosystems...
Includes: Supplementary data
Journal Articles
An investigation into factors affecting the willingness to disclose personal health information when using AI-enabled caregiver robots
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2024) 124 (4): 1677–1699.
Published: 09 April 2024
... 03 2024 04 03 2024 12 03 2024 © Emerald Publishing Limited 2024 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence AI-Enabled caregiver robots Elderly population Information disclosure Personal health information (PHI) Privacy calculus...
Journal Articles
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2024) 124 (2): 612–639.
Published: 05 December 2023
... mechanism of service robot anthropomorphism on consumer usage intention. © Emerald Publishing Limited 2023 Emerald Publishing Limited Licensed re-use rights only Service robot Anthropomorphism Perceived risk Usage intention Consumer empathy Artificial intelligence Service robots...
Journal Articles
Employees' learning behavior in the context of AI collaboration: a perspective on the job demand-control model
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2023) 123 (8): 2169–2193.
Published: 28 July 2023
... and the impact of self-efficacy on learning behavior. Originality/value This study introduces self-efficacy as the outcome of JDC model, demonstrates the mediating role of learning goal orientation and introduces collaborative factors related to artificial intelligence. This study further enriches...
Journal Articles
How should B2B firms create image content for high social media engagement? A multimodal analysis
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2023) 123 (7): 1961–1981.
Published: 21 June 2023
... 08 2022 16 12 2022 08 04 2023 21 05 2023 © Emerald Publishing Limited 2023 Emerald Publishing Limited Licensed re-use rights only Social media engagement Deep learning Multimodal analysis Stimulus-response model Big data analytics Artificial intelligence...
Journal Articles
The effects of AI service quality and AI function-customer ability fit on customer's overall co-creation experience
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2023) 123 (6): 1717–1735.
Published: 11 April 2023
...Xue Yang Purpose The application of artificial intelligence (AI) in the customer market has completely changed customer behaviors. This study aims to investigate the customers' co-creation experiences with AI in the digital age. Design/methodology/approach An online survey was used to collect...
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