Enhancing competency-based learning in automotive servicing NC II through augmented reality: Implications for occupational health, ergonomics, and environmental safety

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Research Paper 28/06/2026
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Enhancing competency-based learning in automotive servicing NC II through augmented reality: Implications for occupational health, ergonomics, and environmental safety

Serge Thomas S. Villanueva*
Int. J. Biosci. 28(6), 296-307, June 2026.
Copyright Statement: Copyright 2026; The Author(s).
License: CC BY-NC 4.0

Abstract

Augmented Reality (AR) has emerged as a promising instructional technology for strengthening competency-based learning in technical-vocational education by integrating technical skills with occupational health, ergonomics, and environmental safety. However, empirical evidence on its application in Automotive Servicing NC II, particularly within the Philippine context, remains limited. This study evaluated the effectiveness of AR-supported instruction in improving automotive servicing competency, occupational health and safety practices, ergonomic practices, and environmental safety among Automotive Servicing NC II students. A mixed-method quasi-experimental pretest-posttest control-group design was employed involving 30 students from Cebu Technological University–Moalboal Campus, with 15 students assigned to an AR-supported experimental group and 15 to a conventional instruction control group. Quantitative data were collected using validated competency, occupational health and safety, ergonomic, and environmental safety assessment checklists, while qualitative data were obtained through semi-structured interviews with eight students from the experimental group. Descriptive and inferential statistics and thematic analysis were used to analyze the data. The AR-supported group demonstrated greater improvements in automotive competency (16.27 vs. 6.80 points), occupational health and safety (9.74 vs. 4.67 points), ergonomic practices (7.93 vs. 3.80 points), and environmental safety (12.87 vs. 6.27 points) than the control group. Significant differences between groups were observed for automotive competency (p < .001), occupational health and safety (p = .002), ergonomic practices (p = .006), and environmental safety (p = .003). Interview findings further revealed improved procedural understanding, hazard recognition, ergonomic awareness, environmental responsibility, and learner engagement. The findings demonstrate that AR-supported instruction is an effective supplementary approach for enhancing competency-based learning while fostering safer, more ergonomic, and environmentally responsible workplace practices in Automotive Servicing NC II.

Anuar WMFF, Mokmin NAM, Mohamad Asri SF, Abu Bakar YI, Alias AH. 2025. Unlocking the potential of augmented reality (AR) in education: Insights from a systematic review of AR-enhanced instructional approaches. Education and Information Technologies.

Department of Labor and Employment (DOLE). 2018. Implementing Rules and Regulations of Republic Act No. 11058: An Act Strengthening Compliance with Occupational Safety and Health Standards and Providing Penalties for Violations Thereof. Manila, Philippines.

Hülagü R, Erkarslan Ö. 2021. Using augmented reality (AR) in vocational education programs to teach occupational health and safety (OHS). Design and Technology Education: An International Journal 26(2), 14–27.

Lan G, Lai Q, Bai B, Zhao Z, Hao Q. 2024. A virtual reality training system for automotive engines assembly and disassembly. IEEE Transactions on Learning Technologies 17, 754–764.

Mayer RE. 2021. Multimedia Learning. 3rd ed. Cambridge University Press, Cambridge, UK.

Mohammadhossein N, Richter A, Lukosch S. 2024. Augmented reality in learning settings: A systematic analysis of its benefits and avenues for future studies. Communications of the Association for Information Systems 54, 29–49.

Occupational Safety and Health Administration (OSHA). 2026. Ergonomics: Prevention of Musculoskeletal Disorders in the Workplace.

Sakr A, Abdullah T. 2024. Virtual, augmented reality and learning analytics impact on learners and educators: A systematic review. Education and Information Technologies 29, 19913–19962.

Win LL, Aziz FA, Hairuddin AA, Abdullah LN, Yap HJ, Saito H, Seyajah N. 2022. Effectiveness on training method using virtual reality and augmented reality applications in automobile engine assembly. ASEAN Engineering Journal 12(4), 83–88.

World Health Organization (WHO). 2003. Prevention of Musculoskeletal Disorders in the Workplace. World Health Organization, Geneva, Switzerland.

World Health Organization (WHO). 2026. Occupational Health. World Health Organization, Geneva, Switzerland.

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