Tech Turnoffs: A Meta-Study of Why Students Avoid Computer Science Oriented Programmes

Despite the increasing demand for IT professionals, many potential students remain reluctant to enroll in computer science-oriented degree programmes. While there are a number of previous studies examining specific factors influencing students’ enrollment decisions, there is a lack of a comprehensive synthesis that consolidates these insights across different contexts and methodologies. This study conducts a systematic literature review (SLR) combined with a quantitative meta-analysis to identify and synthesize key factors deterring students from choosing IT-related fields. By analyzing existing research, the study categorizes these deterrents into influential, partly influential, and less influential factors. The most significant barriers include a preference for other majors, perceived unsuitable career prospects, and a lack of interest in IT-related subjects. Additional barriers include perceived difficulty, high workload, and the belief that IT work lacks social interaction. These insights provide valuable guidance for educational institutions, policymakers, and industry stakeholders to develop strategies that enhance interest in computer science programmes.

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Publication Details

Journal
Procedia Computer Science
Published
2026-01-01
DOI
https://doi.org/10.1016/j.procs.2026.02.456
Primary Topic
Information Systems Education and Curriculum Development
Type
article
Field-Weighted Citation Impact
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article

Tech Turnoffs: A Meta-Study of Why Students Avoid Computer Science Oriented Programmes

Dennis Schlegel, Jos Höll, Tim Geiger
Procedia Computer Science
Information Systems Education and Curriculum Development
article

Tech Turnoffs: A Meta-Study of Why Students Avoid Computer Science Oriented Programmes

Dennis Schlegel, Jos Höll, Tim Geiger
article en

Abstract

Despite the increasing demand for IT professionals, many potential students remain reluctant to enroll in computer science-oriented degree programmes. While there are a number of previous studies examining specific factors influencing students’ enrollment decisions, there is a lack of a comprehensive synthesis that consolidates these insights across different contexts and methodologies. This study conducts a systematic literature review (SLR) combined with a quantitative meta-analysis to identify and synthesize key factors deterring students from choosing IT-related fields. By analyzing existing research, the study categorizes these deterrents into influential, partly influential, and less influential factors. The most significant barriers include a preference for other majors, perceived unsuitable career prospects, and a lack of interest in IT-related subjects. Additional barriers include perceived difficulty, high workload, and the belief that IT work lacks social interaction. These insights provide valuable guidance for educational institutions, policymakers, and industry stakeholders to develop strategies that enhance interest in computer science programmes.

Procedia Computer ScienceVol. 278
Reutlingen University (DE)
Openalex Percentile: Top 10%
Information Systems Education and Curriculum Development
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Tech Turnoffs: A Meta-Study of Why Students Avoid Computer Science Oriented Programmes — Dennis Schlegel, Jos Höll, et al. · Procedia Computer Science (2026) | TGRS Research Map | TGRS