基于人工智能的虚拟助理与员工敬业度:实证调查

IF 3.3 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR
Debolina Dutta, Sushanta Kumar Mishra
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引用次数: 0

摘要

目的学者们强调,在日益分散和混合的工作环境中,员工与领导之间的个人互动是吸引员工实现组织目标的重要机制。员工参与度的提高极大地促进了组织的持续绩效和增长。虽然人工智能(AI)在人力资源领域的应用越来越多,但了解基于 AI 的虚拟助理对实现信任和管理人力资源的影响的研究充其量也是有限的。设计/方法/途径以社会反应理论和社会交换理论为基础,通过十个月的多源时滞实地研究,我们调查了人工智能虚拟助理对员工态度的影响,即公平感和员工敬业度。虽然员工的过往绩效调节了公平感与员工敬业度之间的关系,但在使用人工智能虚拟助手后,交互效应变得不显著。研究局限/影响我们的研究为人力资源管理中的人工智能虚拟助手和员工敬业度方面的新兴文献做出了贡献。使用虚拟助理来提高员工敬业度是一个任务替代和增强的机会。我们的研究表明,基于人工智能的虚拟助理可以提高员工敬业度,并有助于在员工中建立公平感。原创性/价值随着人工智能的重要性不断显现,人们对解释人机互动及其对员工敬业度的影响越来越感兴趣。我们的研究是早期考察人工智能虚拟助理对员工结果影响的实证研究之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence-based virtual assistant and employee engagement: an empirical investigation

Purpose

Scholars have highlighted personal interactions between employees and their leaders in an increasingly distributed and hybrid work environment as an essential mechanism that engages employees toward organizational goals. Enhanced employee engagement significantly contributes to sustained organizational performance and growth. While Artificial Intelligence (AI) applications in the HR domain are increasing, research to understand the implication of AI-based virtual assistants on enabling trust and managing human resources is, at best, limited.

Design/methodology/approach

Drawing on the social response theory and the social exchange theory, and based on a multi-source, time-lagged field study spanning over ten months, we investigated the impact of AI-based virtual assistants on employee attitudes, namely perception of fairness and employee engagement.

Findings

The usage of AI-based virtual assistants is associated directly with employee engagement and indirectly through employees’ perceptions of fairness. While employees’ past performance moderates the relationship between perceived fairness and employee engagement, the interaction effect becomes non-significant with AI-based virtual assistants.

Research limitations/implications

Our study contributes to the emerging literature on AI-based virtual assistants in HRM and employee engagement. The virtual assistants’ use to enhance employee engagement emerges as an opportunity for task substitution and augmentation. Our study demonstrates that AI-based virtual assistants can enhance employee engagement and help build perceptions of fairness among employees.

Originality/value

With the emerging importance of AI, there is an increasing interest in explaining human-computer interactions and their effect on employee engagement. Our study is among the early empirical studies examining the implications of AI-based virtual assistants on employee outcomes.

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来源期刊
Personnel Review
Personnel Review Multiple-
CiteScore
7.10
自引率
7.70%
发文量
133
期刊介绍: Personnel Review (PR) publishes rigorous, well written articles from a range of theoretical and methodological traditions. We value articles that have high originality and that engage with contemporary challenges to human resource management theory, policy and practice development. Research that highlights innovation and emerging issues in the field, and the medium- to long-term impact of HRM policy and practice, is especially welcome.
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