# Active learning and sector-specific simulations mitigate the first-month injury risk in young workers

**Authors:** Vedat Caner

PMC · DOI: 10.3389/fpubh.2026.1767451 · Frontiers in Public Health · 2026-02-09

## TL;DR

This study finds that young workers are most at risk of injury in their first month on the job and suggests that active learning and sector-specific training can reduce these risks.

## Contribution

The study introduces the concept of sector-specific simulations and transition phases to improve safety training for young workers.

## Key findings

- Active learning methods improve safety motivation and internal locus of control in young workers.
- 67% of injuries in vocational settings occur within the first weeks of employment.
- Generic safety curricula fail to address sector-specific risks like falls in construction or transport injuries in healthcare.

## Abstract

Occupational health and safety education is a critical preventive strategy for mitigating workplace accidents, particularly among young workers who face disproportionate risks during their transition from school to work. This study aims to evaluate the effectiveness of current educational interventions and analyze sectoral accident patterns to inform curriculum development.

A systematic review was conducted synthesizing data from 32 international studies published between 2004 and 2025. The study employed a mixed-methods design, integrating quantitative accident statistics with qualitative assessments of pedagogical models to correlate training methods with safety outcomes.

The analysis reveals that active learning methods significantly improve safety motivation and internal locus of control compared to traditional passive instruction. Crucially, accident data identifies a “first-month vulnerability,” with up to 67% of injuries in vocational settings occurring within the initial weeks of employment. Furthermore, sectoral comparisons demonstrate that generic safety curricula fail to address specific lethal risks, such as falls in construction or transport-related injuries in healthcare.

Current vocational training models are insufficient for ensuring early-career safety. Sustainable injury prevention requires a paradigm shift in curricula from generic compliance rules to sector-specific simulations and mandatory transition phases that mimic real-world workplace pressures.

## Full-text entities

- **Diseases:** accident (MESH:D000081084), Falls (MESH:C537863), workplace injuries (MESH:D000073397), Needle-stick injuries (MESH:D016602), Injury (MESH:D014947), OHS (MESH:D009784), occupational injuries (MESH:D060051), aggression (MESH:D010554), fatalities (MESH:C565541), burnout (MESH:D002055)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

32 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926361/full.md

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Source: https://tomesphere.com/paper/PMC12926361