探索感知的双重性:对算法人力资源管理的不确定性,厌恶和欣赏的见解

IF 6 2区 管理学 Q1 MANAGEMENT
Anushree Tandon, Amandeep Dhir, Ashish Malik, Pawan Budhwar, Puneet Kaur
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引用次数: 0

摘要

人力资源管理(HRM)功能见证了算法与现有流程的快速集成;然而,也有报道称,员工对算法决策有明显的抵制和厌恶。对算法人力资源管理实践的研究表明,人力资源管理专业人员对该技术的感知反应存在潜在的二元性。我们试图了解人力资源管理专业人员如何体验算法人力资源管理的使用,并确定其组织整合是否有光明的一面。我们根据英国和美利坚合众国58名受访者对开放式问题的书面答复,进行了一项定性的开放式研究。使用扎根理论对数据进行主题分析,揭示了四个主题,代表了人力资源管理专业人员对算法人力资源管理为什么会导致厌恶或赞赏的总体观点。前两个主题突出了人力资源管理专业人员对算法人力资源管理的主观不确定性及其对组织的负面影响。第三个主题承认算法人力资源管理的积极作用,最后一个主题讨论了人力资源管理专业人员采用的三种关键应对策略(拥抱、避免和合作)来抵消他们所经历的恐惧。我们的研究结果表明,人力资源管理专业人员对算法人力资源管理采取谨慎的恐惧态度,而不是完全消极的态度,其中厌恶和赞赏似乎同时出现。我们认为,这种对算法人力资源管理的二元感知反应的存在可能是在人力资源管理领域建立人类与算法之间和谐协作的前兆,这取决于适当的监督和治理水平。对理论和管理实践的启示也进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Exploring the Duality of Perceptions: Insights into Uncertainties, Aversion and Appreciation Towards Algorithmic HRM

Exploring the Duality of Perceptions: Insights into Uncertainties, Aversion and Appreciation Towards Algorithmic HRM

The human resource management (HRM) function has witnessed the rapid integration of algorithms into incumbent processes; however, significant employee resistance and aversion to algorithmic decision-making have also been reported. Research on algorithmic HRM practices indicates an underlying duality of perceptual responses by HRM professionals towards this technology. We seek to understand how HRM professionals experience algorithmic HRM use and determine if there are bright sides to its organizational integration. We undertake a qualitative, open-ended study based on written responses to open-ended questions from 58 respondents in the United Kingdom and the United States of America. The data were thematically analyzed using grounded theory, which revealed four themes representing HRM professionals' overarching perspectives on why algorithmic HRM precipitates aversion or appreciation. The first two themes highlight HRM professionals' perceived subjective uncertainty regarding algorithmic HRM and its perceived negative effects on the organization. The third theme acknowledges the positive effect of algorithmic HRM, and the final theme discusses three critical coping strategies (embrace, avoid, and collaborate) that HRM professionals adopt to counteract their experienced fears. Our findings suggest that HRM professionals adopt a cautiously fearful rather than a wholly adverse outlook towards algorithmic HRM, wherein aversion and appreciation appear to emerge simultaneously. We contend this existence of a duality of perceptual responses to algorithmic HRM may be a precursor to setting a harmonious collaboration between humans and algorithms in the HRM domain, contingent on appropriate levels of oversight and governance. Implications for theory and managerial practice are also discussed.

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来源期刊
CiteScore
11.50
自引率
9.10%
发文量
0
期刊介绍: Covering the broad spectrum of contemporary human resource management, this journal provides academics and practicing managers with the latest concepts, tools, and information for effective problem solving and decision making in this field. Broad in scope, it explores issues of societal, organizational, and individual relevance. Journal articles discuss new theories, new techniques, case studies, models, and research trends of particular significance to practicing HR managers
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