# The Influence of Individual Characteristics and Job Factors on Traffic Accidents Through Work Stress on Drivers Two Wheels (Online Motorcycle Taxi) In Makassar City > Madina R. URL kanonis: https://discover.unhas.ac.id/publications/the-influence-of-individual-characteristics-and-job-factors-on-traffic-accidents Jurnal / Konferensi: Salud Ciencia Y Tecnologia Tahun terbit: 2025 DOI: https://doi.org/10.56294/saludcyt20252036 ISSN: 27969711 Kuartil SJR: Q3 Citations: 0 ## Authors - Madina R. ## Abstract Introduction: Traffic accidents in Indonesia have risen sharply, with 94,617 cases in 2023 (up 34.6%), dominated by human factors (61%), and the rise of online motorcycle taxis —with 4 million drivers—contributing to the problem due to low safety awareness and high work-related stress, with 41% of workers worldwide affected by stress and Indonesia ranking 9th in Southeast Asia. Methods: This study used a quantitative approach with a cross-sectional design. A total of 106 respondents were selected using accidental sampling techniques. Data were collected through questionnaires involving various variables such as age, length of service, working hours, mental workload, and traffic accidents, as well as using a cocorometer to measure objective work stress. Results: Results at a 95% confidence level or CL = 0.05 indicate that age and length of service have a significant effect on work stress (p=0.001; p=0.000), and age and length of service also have a direct effect on traffic accidents and a significant mediating effect through work stress (p=0.032; p=0.022). Working period does not influence work-related stress or traffic accidents (p > 0.05), and the mediating effect of work-related stress is also not significant (p = 0.142). Working hours and mental workload significantly influence work-related stress (p=0.007; p=0.009), but only mental workload directly influences traffic accidents (p=0.007), with both having work-related stress as a significant mediator (p=0.048; p=0.036). Conclusions: Age, working period, working hours and mental workload significantly affect traffic accidents both directly and through work stress as an intervening variables. ## Keywords - Workload - Affect (linguistics) - Work (physics) - Occupational stress - Psychology - Work stress - Stress (linguistics) - Human factors and ergonomics - Traffic police - Occupational safety and health - Mental stress - Applied psychology - Taxis - Stress measures - Working hours - Job stress - Poison control - Service (business) - Injury prevention - Environmental health - Transport engineering - Road traffic - Suicide prevention - Shift work - Traffic accident - Engineering - Significant difference --- Sumber: Discover Unhas — RIMS Universitas Hasanuddin. Saat mengutip, gunakan DOI bila tersedia atau URL kanonis di atas.