在人工智能嵌入下,工作技能需求对员工工作表现的影响:一个温和的双刃剑模型
Ningning Chen1, Xinan Zhao1, Lele Wang2
1School of Business Administration, Northeastern University, Shenyang 110167, China.
Behavioral sciences (Basel, Switzerland)
|October 26, 2024
概括
人工智能 (AI) 的整合重新塑造了职业技能需求,影响了员工的福祉和绩效. 虽然提高了能力需求,但它可以减少工作嵌入性,技术焦虑起到了关键的调节作用.
科学领域:
- 组织行为 组织行为
- 人力资源管理 人力资源管理
- 技术与工作 技术与工作
背景情况:
- 人工智能 (AI) 的整合正在从根本上改变所需的工作技能和员工角色.
- 了解这些不断变化的技能需求对员工的影响对于组织成功至关重要.
- 资源保护理论为检查资源获取和损失提供了一个框架.
研究的目的:
- 调查人工智能驱动的职业技能需求对员工福祉和工作表现的双重影响.
- 探索能力需求和工作嵌入的调解作用.
- 为了检查技术焦虑的缓解效果.
主要方法:
- 一项涉及8家中国公司479名员工的定量研究.
- 数据采集使用时间滞后研究设计.
- 使用普通最小平方 (OLS) 回归进行的统计分析.
主要成果:
- 嵌入人工智能的工作技能需求积极影响能力需求,提高福祉和绩效.
- 相反,这些需求会对工作内置产生负面影响,可能会阻碍福祉和绩效.
- 发现技术焦虑会缓解人工智能嵌入技能需求和工作嵌入性之间的关系.
结论:
- 人工智能集成对员工成果来说是一个双刃剑,需要战略管理.
- 组织必须平衡促进新能力与减轻潜在的位嵌入性下降的促进.
- 解决技术焦虑对于优化员工适应人工智能驱动的工作场所变化至关重要.
更多相关视频
05:21Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
Published on: January 7, 2019
7.9K
06:57Utilizing Electroencephalography Measurements for Comparison of Task-Specific Neural Efficiencies: Spatial Intelligence Tasks
Published on: August 9, 2016
11.3K
相关概念视频
Intelligence
6.8K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
6.8K
Stereotype Content Model
14.0K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
14.0K
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Social Facilitation
31.8K
Not all intergroup interactions lead to negative outcomes. Sometimes, being in a group situation can improve performance. Social facilitation occurs when an individual performs better when an audience is watching than when the individual performs the behavior alone. This typically occurs when people are performing a task for which they are skilled.
31.8K
The Availability Heuristic
5.9K
A heuristic is a general problem-solving framework (Tversky & Kahneman, 1974). You can think of these as mental shortcuts that are used to solve problems. Different types of heuristics are used in different types of situations, and the impulse to use a heuristic occurs when one of five conditions is met (Pratkanis, 1989):
5.9K
Multiple Intelligences Theory
6.9K
Howard Gardner's theory of Multiple Intelligence proposes that there are nine distinct types of intelligence, each reflecting different ways of interacting with the world. Introduced in 1983 and expanded in subsequent years, Gardner's framework challenges the traditional notion of a single, generalized intelligence.
6.9K
