Article Gold Open Access 2025

Applying Factor Analysis to Assess Employment Competitiveness Strategies: A Data Science Perspective

Journal of Applied Data Sciences
Journal · Vol. 6 · Issue 1 · pp. 726-741
Abstract

This study aims to identify and analyze the factors influencing the employment competitiveness of graduates from higher vocational colleges in China and evaluate the impact of targeted programs designed to enhance these factors on graduates' employability. The research involved 17 experts and 100 instructors from Sichuan University of Science and Engineering, utilizing purposive sampling to explore effective career guidance models for improving employment ability. The Delphi technique was applied to synthesize expert opinions on key factors affecting graduate employment competitiveness. Additionally, a sample of undergraduate students participated in the study, with data collected through questionnaires. The findings demonstrate the transformative potential of focused career guidance programs, showing a significant improvement in students' employability post-intervention. These results emphasize the importance of targeted initiatives that equip students with the necessary skills, resources, and career insights to succeed in the job market. By bridging the gap between academia and industry expectations, such programs play a crucial role in preparing students for a smooth transition from university to the professional world, helping them secure meaningful employment opportunities. © Authors retain all copyrights.

Keywords

Author Keywords

Higher vocational colleges China career guidance Employment Ability Factors Impacting Employment Competitiveness Model

Index Keywords

Author Affiliations
Educational Technology and Communications Division, Rajamangala University of Technology Thanyaburi (RMUTT), Pathum Thani, Pathum Thani, Thailand
Vocational Education Division, Rajamangala University of Technology Thanyaburi (RMUTT), Pathum Thani, Pathum Thani, Thailand
Funding & Acknowledgements
No funding information
References 10 References
1 Journal of Tianjin Vocational Institutes, (2010)
2 Okolie, Ugochukwu Chinonso, How careers advice and guidance can facilitate career development in technical, vocational education, and training graduates: The case in Nigeria, Australian Journal of Career Development, 29, 2, pp. 97-106, (2020)
3 Journal of Teaching and Learning for Graduate Employability, (2015)
4 Mongkhonvanit, Jomphong, Thailand's dual education system: A way forward, Higher Education, Skills and Work-based Learning, 7, 2, pp. 155-167, (2017)
5 Blezer, Stefano, Urban living labs as innovation infrastructure for local urban intervention acceleration and student social learning: the impacts on community wellbeing in Heerlen, Frontiers in Public Health, 11, (2023)
6 Mohanty, Sharada Prasanna, On the design of a youth-led, issue-based, crowdsourced global monitoring framework for the SDGs, Sustainability (Switzerland), 11, 23, (2019)
7 International Journal of Research Studies in Education, (2024)
8 Didaktika Jurnal Kependidikan, (2024)
9 Zhao, Teng, How Do Career Development Courses Help Chinese Undergraduate Students Achieve Healthy and Quality Career Development?, International Journal of Environmental Research and Public Health, 19, 23, (2022)
10 Shi, Jiaxian, Accelerating the Construction of a Unified Domestic Market to Promote Sustainable Economic Development: Mechanisms, Challenges and Countermeasures—A Perspective Based on the General Law of the Market Economy and Chinese Reality, Sustainability (Switzerland), 15, 10, (2023)
Quick Actions
Full Text via DOI
Citation Metrics
0
Times Cited (Scopus)

References 10
Document Identifiers