Cargando…
The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model
Several previous studies have revealed a positive relationship between artificial intelligence (AI) technology development and employees’ employment, income, and job performance. If individuals can seize the opportunity to master the knowledge and skills relevant to the implementation of AI, they co...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915176/ https://www.ncbi.nlm.nih.gov/pubmed/36767341 http://dx.doi.org/10.3390/ijerph20031974 |
_version_ | 1784885840552394752 |
---|---|
author | Xu, Guanglu Xue, Ming Zhao, Jidi |
author_facet | Xu, Guanglu Xue, Ming Zhao, Jidi |
author_sort | Xu, Guanglu |
collection | PubMed |
description | Several previous studies have revealed a positive relationship between artificial intelligence (AI) technology development and employees’ employment, income, and job performance. If individuals can seize the opportunity to master the knowledge and skills relevant to the implementation of AI, they could make career progress and improve their workplace well-being (WWB). Based on the transactional theory of stress and resource conservation theory, we constructed a moderated mediation model to explore the relationship between AI opportunity perception and employees’ WWB and examine the mediating factor of informal learning in the workplace (ILW), as well as the moderating factor of unemployment risk perception (URP). Through a survey of 268 employees, our results showed the following: (1) AI opportunity perception was significantly positively correlated with employees’ WWB; (2) ILW played a mediating role in the positive relationship between AI opportunity perception and employees’ WWB; and (3) URP negatively moderated the mediating relationship of ILW between AI opportunity perception and employees’ WWB. Our research results have a guiding significance for enterprises seeking to promote WWB during AI application. |
format | Online Article Text |
id | pubmed-9915176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99151762023-02-11 The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model Xu, Guanglu Xue, Ming Zhao, Jidi Int J Environ Res Public Health Article Several previous studies have revealed a positive relationship between artificial intelligence (AI) technology development and employees’ employment, income, and job performance. If individuals can seize the opportunity to master the knowledge and skills relevant to the implementation of AI, they could make career progress and improve their workplace well-being (WWB). Based on the transactional theory of stress and resource conservation theory, we constructed a moderated mediation model to explore the relationship between AI opportunity perception and employees’ WWB and examine the mediating factor of informal learning in the workplace (ILW), as well as the moderating factor of unemployment risk perception (URP). Through a survey of 268 employees, our results showed the following: (1) AI opportunity perception was significantly positively correlated with employees’ WWB; (2) ILW played a mediating role in the positive relationship between AI opportunity perception and employees’ WWB; and (3) URP negatively moderated the mediating relationship of ILW between AI opportunity perception and employees’ WWB. Our research results have a guiding significance for enterprises seeking to promote WWB during AI application. MDPI 2023-01-20 /pmc/articles/PMC9915176/ /pubmed/36767341 http://dx.doi.org/10.3390/ijerph20031974 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Xu, Guanglu Xue, Ming Zhao, Jidi The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title | The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title_full | The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title_fullStr | The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title_full_unstemmed | The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title_short | The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model |
title_sort | relationship of artificial intelligence opportunity perception and employee workplace well-being: a moderated mediation model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915176/ https://www.ncbi.nlm.nih.gov/pubmed/36767341 http://dx.doi.org/10.3390/ijerph20031974 |
work_keys_str_mv | AT xuguanglu therelationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel AT xueming therelationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel AT zhaojidi therelationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel AT xuguanglu relationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel AT xueming relationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel AT zhaojidi relationshipofartificialintelligenceopportunityperceptionandemployeeworkplacewellbeingamoderatedmediationmodel |