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Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship
New artificial intelligence (AI) technologies are applied to work scenarios, which may change job demands and affect employees' learning. Based on the resource conservation theory, the impact of job demands on employee learning was evaluated in the context of AI. The study further explores the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747302/ https://www.ncbi.nlm.nih.gov/pubmed/36523265 http://dx.doi.org/10.1155/2022/7406716 |
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author | Sen, Wang Xiaomei, Zhu Lin, Deng |
author_facet | Sen, Wang Xiaomei, Zhu Lin, Deng |
author_sort | Sen, Wang |
collection | PubMed |
description | New artificial intelligence (AI) technologies are applied to work scenarios, which may change job demands and affect employees' learning. Based on the resource conservation theory, the impact of job demands on employee learning was evaluated in the context of AI. The study further explores the moderating effect of the human–machine cooperation relationship between them. By collecting 500 valid questionnaires, a hierarchical regression for the test was performed. Results indicate that, in the AI application scenario, a U-shaped relationship exists between job demands and employee learning. Second, the human–machine cooperation relationship moderates the U-shaped curvilinear relationship between job demands and employees' learning. In this study, AI is introduced into the field of employee psychology and behavior, enriching the research into the relationship between job demands and employee learning. |
format | Online Article Text |
id | pubmed-9747302 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-97473022022-12-14 Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship Sen, Wang Xiaomei, Zhu Lin, Deng Comput Intell Neurosci Research Article New artificial intelligence (AI) technologies are applied to work scenarios, which may change job demands and affect employees' learning. Based on the resource conservation theory, the impact of job demands on employee learning was evaluated in the context of AI. The study further explores the moderating effect of the human–machine cooperation relationship between them. By collecting 500 valid questionnaires, a hierarchical regression for the test was performed. Results indicate that, in the AI application scenario, a U-shaped relationship exists between job demands and employee learning. Second, the human–machine cooperation relationship moderates the U-shaped curvilinear relationship between job demands and employees' learning. In this study, AI is introduced into the field of employee psychology and behavior, enriching the research into the relationship between job demands and employee learning. Hindawi 2022-12-06 /pmc/articles/PMC9747302/ /pubmed/36523265 http://dx.doi.org/10.1155/2022/7406716 Text en Copyright © 2022 Wang Sen et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Sen, Wang Xiaomei, Zhu Lin, Deng Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title | Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title_full | Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title_fullStr | Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title_full_unstemmed | Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title_short | Impact of Job Demands on Employee Learning: The Moderating Role of Human–Machine Cooperation Relationship |
title_sort | impact of job demands on employee learning: the moderating role of human–machine cooperation relationship |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747302/ https://www.ncbi.nlm.nih.gov/pubmed/36523265 http://dx.doi.org/10.1155/2022/7406716 |
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