拥抱智能机器:探索工作场所变革趋势的定性研究

IF 1.3 Q3 MANAGEMENT Central European Management Journal Pub Date : 2024-02-02 DOI:10.1108/cemj-03-2023-0137
Sumathi Annamalai, Aditi Vasunandan
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引用次数: 0

摘要

目的随着工业 4.0 和智能技术的广泛兴起,我们看到工作实践和工作场所正在发生显著的变化。学者们报告了智能技术的惊人进步。与此同时,我们也能听到强调其潜在威胁的言论。本研究的重点是智能机器在工作场所的应用方式和应用地点,与智能机器共事的人类会受到怎样的影响,以及他们认为可以采取哪些措施来降低智能机器使用增加所带来的风险。本研究显示了智能机器是如何在不同行业中得到利用的,从聊天机器人、智能传感器、认知系统和计算机视觉到整个人类的复制品。它们在价值链中被端到端使用,提高了生产率,补充了人类员工的技能组合,并增强了人类员工做出的决策。人类工人在与智能机器合作时,会体验到积极和消极情绪的交织,从而影响他们的工作满意度。组织采取了几种预测性策略,如转型为学习型组织、识别未来技术并提高人类员工的技能、定期开展社交学习活动以及设计加速职业发展的途径,以拥抱智能技术。 原创性/价值 本研究旨在了解人类使用智能机器的情感和实际影响,以及这两种实体如何相互融合和互补。这些见解有助于组织和员工了解未来的工作场所和实践会是什么样子,以及如何在这场变革中保持相关性。
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Embracing intelligent machines: A qualitative study to explore the transformational trends in the workplace
PurposeWith Industry 4.0 and the extensive rise of smart technologies, we are seeing remarkable transformations in work practices and workplaces. Scholars report the phenomenal progress of smart technologies. At the same time, we can hear the rhetoric emphasising their potential threats. This study focusses on how and where intelligent machines are leveraged in the workplace, how humans co-working with intelligent machines are affected and what they believe can be done to mitigate the risks of the increased use of intelligent machines.Design/methodology/approachWe conducted in-depth interviews with 15 respondents working in various leadership capacities associated with intelligent machines and technologies. Using NVivo, we coded and churned out the themes from the qualitative data collected.FindingsThis study shows how intelligent machines are leveraged across different industries, ranging from chatbots, intelligent sensors, cognitive systems and computer vision to the replica of the entire human being. They are used end-to-end in the value chain, increasing productivity, complementing human workers’ skillsets and augmenting decisions made by human workers. Human workers experience a blend of positive and negative emotions whilst co-working with intelligent machines, which influences their job satisfaction level. Organisations adopt several anticipatory strategies, like transforming into a learning organisation, identifying futuristic technologies and upskilling their human workers, regularly conducting social learning events and designing accelerated career paths to embrace intelligent technologies.Originality/valueThis study seeks to understand the emotional and practical implications of the use of intelligent machines by humans and how both entities can integrate and complement each other. These insights can help organisations and employees understand what future workplaces and practices will look like and how to remain relevant in this transformation.
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来源期刊
CiteScore
2.20
自引率
11.10%
发文量
21
审稿时长
24 weeks
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