算法管理实践如何影响劳动力福利? 一个并行调节的调解模型
Husam Zayid1, Ahmad Alzubi1, Ayşen Berberoğlu1
1Department of Business Administration, Institute of Graduate Research and Studies, University of Mediterranean Karpasia, 33010 Mersin, Turkey.
算法管理实践增加了工作倦怠和感知到的威胁,对劳动力福祉产生了负面影响. 然而,人与工作的适合性可以减轻这些不良影响,强调需要以人为中心的方法.
科学领域:
- 组织行为 组织行为
- 人力资源管理 人力资源管理
- 数字化转型 数字化转型
背景情况:
- 现代工作场所越来越多地采用算法管理实践 (AMP) 以提高效率和客观性.
- 有关AMP对劳动力福利 (WFW) 的影响存在担忧.
- 诸如自决理论 (SDT) 和资源保护理论 (COR) 等理论框架为研究提供了信息.
研究的目的:
- 检查AMP和WFW之间的关系.
- 调查工作倦怠 (JBO) 和感知威胁 (PT) 的调解作用.
- 探索人与工作相匹配 (PJF) 的温和效应.
主要方法:
- 在伊斯坦布尔的制造业中小企业中,采用666名受访者的横截面调查设计.
- 使用智能PLS 4和结构方程建模进行数据分析.
- 使用AMP,JBO,PT,PJF和WFW测试一个模型.
主要成果:
- AMPs显著增加了JBO和PT,这对WFW产生了负面影响.
- AMPs对WFW的直接影响并不显著.
- PJF调节了AMP和调解者 (JBO,PT) 之间的关系,影响了WFW.
结论:
- 组织必须平衡算法效率与以人为中心的实践.
- 优先考虑PJF和AMP中的透明度可以减轻员工福祉的负面结果.
- 战略性实施AMP对于数字时代的可持续组织成功至关重要.
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