Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety

Abstract As artificial intelligence (AI) technology quickly grows, college students have new worries and fears. Using Marx’s theory of labour alienation, this study explores the complex relationship between college students’ job-seeking anxiety (JSA) and career self-efficacy (CSE) in the context of...

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Main Authors: Ruihua Li, Sha Ouyang, Jianwei Lin
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Psychology
Subjects:
Online Access:https://doi.org/10.1186/s40359-025-02757-2
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author Ruihua Li
Sha Ouyang
Jianwei Lin
author_facet Ruihua Li
Sha Ouyang
Jianwei Lin
author_sort Ruihua Li
collection DOAJ
description Abstract As artificial intelligence (AI) technology quickly grows, college students have new worries and fears. Using Marx’s theory of labour alienation, this study explores the complex relationship between college students’ job-seeking anxiety (JSA) and career self-efficacy (CSE) in the context of the AI era. A structural equation modeling (SEM) study of data from 455 Chinese students indicates that CSE adversely affects JSA. Moreover, AI attitudes (AIA) and AI literacy (AIL) play significant mediating roles in the relationship between career self-efficacy (CSE) and job-specific anxiety (JSA). Specifically, these factors help explain how CSE influences JSA by fostering positive perceptions of AI and improving students’ understanding of AI technologies. The findings underscore the importance of cultivating positive attitudes toward AI, enhancing AI literacy, and strengthening career self-efficacy to reduce job-seeking anxiety and better prepare students for the challenges of an AI-driven job market. These observations provide significant implications for educators and policymakers in developing interventions to enhance students’ career preparedness and protect their mental health during technological changes.
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spelling doaj-art-e570e7a0b7dc4fc6b7ccdf891d61ca112025-08-20T03:55:24ZengBMCBMC Psychology2050-72832025-04-0113111710.1186/s40359-025-02757-2Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxietyRuihua Li0Sha Ouyang1Jianwei Lin2Faculty of Basic Education, Putian UniversityThe College of Marxism, Shaanxi Railway InstituteFaculty of Basic Education, Putian UniversityAbstract As artificial intelligence (AI) technology quickly grows, college students have new worries and fears. Using Marx’s theory of labour alienation, this study explores the complex relationship between college students’ job-seeking anxiety (JSA) and career self-efficacy (CSE) in the context of the AI era. A structural equation modeling (SEM) study of data from 455 Chinese students indicates that CSE adversely affects JSA. Moreover, AI attitudes (AIA) and AI literacy (AIL) play significant mediating roles in the relationship between career self-efficacy (CSE) and job-specific anxiety (JSA). Specifically, these factors help explain how CSE influences JSA by fostering positive perceptions of AI and improving students’ understanding of AI technologies. The findings underscore the importance of cultivating positive attitudes toward AI, enhancing AI literacy, and strengthening career self-efficacy to reduce job-seeking anxiety and better prepare students for the challenges of an AI-driven job market. These observations provide significant implications for educators and policymakers in developing interventions to enhance students’ career preparedness and protect their mental health during technological changes.https://doi.org/10.1186/s40359-025-02757-2Career self-efficacyJob search anxietyAI attitudesAI literacyUniversity student employment
spellingShingle Ruihua Li
Sha Ouyang
Jianwei Lin
Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
BMC Psychology
Career self-efficacy
Job search anxiety
AI attitudes
AI literacy
University student employment
title Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
title_full Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
title_fullStr Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
title_full_unstemmed Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
title_short Mediating effect of AI attitudes and AI literacy on the relationship between career self-efficacy and job-seeking anxiety
title_sort mediating effect of ai attitudes and ai literacy on the relationship between career self efficacy and job seeking anxiety
topic Career self-efficacy
Job search anxiety
AI attitudes
AI literacy
University student employment
url https://doi.org/10.1186/s40359-025-02757-2
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AT jianweilin mediatingeffectofaiattitudesandailiteracyontherelationshipbetweencareerselfefficacyandjobseekinganxiety