ICPE
Vol. 5 No. 1 (2026): Proceeding of The International Conference on Psychology and Education (ICPE)

Career Anxiety in the Age of AI: Examining AI Disruption as a Risk Factor and Optimism as a Protective Factor among University Students - A Literature Review

Amelia Husna Adindia Br. Matondang (Universitas Negeri Jakarta)
Anna Armeini Rangkuti (Universitas Negeri Jakarta)
Iriani Indri Hapsari (Universitas Negeri Jakarta)



Article Info

Publish Date
28 Oct 2026

Abstract

The rapid integration of artificial intelligence (AI) into the labor market has created new sources of career-related uncertainty among university students approaching graduation. At the same time, optimism may function as a psychological resource that supports adaptive responses to career challenges. This literature review examined career anxiety among university students through two complementary perspectives: AI disruption as a potential risk factor and optimism as a potential protective factor. A structured literature search was conducted using the Scopus database, resulting in 425 records. Following screening and eligibility assessment, 20 articles were included, comprising 16 primary empirical studies and 4 systematic literature reviews. The findings indicate that AI-related constructs, including AI anxiety, AI attitudes, AI acceptance, and perceived AI job threat, were generally associated with career anxiety and related outcomes such as career stress, job-seeking anxiety, and difficulties in career decision-making. In contrast, optimism and psychological capital were consistently associated with more favorable career-related outcomes and lower career-related distress. However, the reviewed studies rarely examined AI-related risks and optimism within the same empirical framework. Thus, whether optimism buffers AI-related career anxiety remains insufficiently established and warrants further investigation.

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Journal Info

Abbrev

icpe

Publisher

Subject

Description

The Proceedings of the International Conference on Psychology and Education (ICPE) is an international conference proceeding from the Internation Conference on Psychology and Education which held annually by Undergraduate Program of Psychology, Faculty of Psychology, Universitas Negeri Surabaya, ...