员工与工作场所人工智能共存:新兴主题与研究议程

Worker and workplace Artificial Intelligence (AI) coexistence: Emerging themes and research agenda

TECHNOVATION · 2023
被引 322 · 同刊同年前 1%
人大 AABS 3

中文导读

通过系统文献综述,识别出员工与工作场所AI共存的四个主题:员工因感知AI为工作威胁而产生不信任、AI通过增强能力促进互动、共存需要技术/人文/概念技能、持续再培训以建立共生关系,并提出未来研究问题。

Abstract

Workplace Artificial Intelligence (AI) helps organisations increase operational efficiency, enable faster-informed decisions, and innovate products and services. While there is a plethora of information about how AI may provide value to workplaces, research on how workers and AI can coexist in workplaces is evolving. It is critical to explore emerging themes and research agendas to understand the trajectory of scholarly research in this area. This study's overarching research question is how workers will coexist with AI in workplaces. A search protocol was employed to find relevant articles in Scopus, ProQuest, and Web of Science databases based on appropriate and specific keywords and article inclusion and exclusion criteria. We identified four themes: (1) Workers' distrust in workplace AI stems from perceiving it as a job threat, (2) Workplace AI entices worker-AI interactions by offering to augment worker abilities, (3) AI and worker coexistence require workers' technical, human, and conceptual skills, and (4) Workers need ongoing reskilling and upskilling to contribute to a symbiotic relationship with workplace AI. We then developed four propositions with relevant research questions for future research. This review makes four contributions: (1) it argues that an existential argument better explains workers' distrust in AI, (2) it gathers the required skills for worker and AI coexistence and groups them into technical, human, and conceptual skills, (3) it suggests that technical skills benefit coexistence but cannot outweigh human and conceptual skills, and (4) it offers 20 evidence-informed research questions to guide future scholarly inquiries.

人工智能工作场所员工技能人机共存文献综述