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ENHANCING ADOLESCENT ROAD SAFETY THROUGH BEHAVIORAL THEORY AND DRIVING SIMULATION: PENINGKATAN KESELAMATAN BERLALU LINTAS REMAJA DENGAN PENDEKATAN TEORI PERILAKU DAN SIMULASI MENGEMUDI Leinia, Audinda Virsa; Asid, Nurul Jannah; Amini, Iqlima Nuril; Dlauissama; Rachma, Siti Talitha; Putra, Alwan Gangsar Brillian; Loekito, Irfan Prasetyo; Arthaningtyas, Desy Ratna
Darmabakti Cendekia: Journal of Community Service and Engagements Vol. 7 No. 2 (2025): DECEMBER 2025
Publisher : Faculty of Vocational Studies, Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/dc.V7.I2.2025.166-172

Abstract

Background: Indonesia experiences extremely high traffic accident rates, with motorcyclists and young drivers disproportionately affected due to prevalent human factors, insufficient safety education, and peer-influenced risky behaviors. Objective: In response, this community service initiative integrates comprehensive theoretical instruction with driving simulations to enhance road safety awareness and improve cognitive driving behaviors among adolescent students, specifically those at Sekolah Indonesia Kuala Lumpur. Method: This community service initiative employed a methodology that integrated theoretical instruction based on the Theory of Planned Behavior with virtual driving simulations, assessing its impact on adolescent drivers' road safety awareness through pre- and post-tests and participant satisfaction surveys. Results: The combined theoretical and simulation-based intervention was highly effective in enhancing adolescent drivers' perception of safety, as evidenced by a 32%, 32%, and 33% increase in their correct answer rates for Attitude, Subjective Norms, and Perceived Behavioral Control, respectively. Conclusion: The combined theoretical and simulation based intervention effectively improved road safety attitudes, subjective norms, and perceived behavioral control among young, inexperienced male high school drivers with a history of incidents, consequently promoting cognitive and attitudinal shifts toward safer road behavior.
Modeling Factors Influencing Passenger Decisions on Intercity and Regional Railway Train Leinia, Audinda Virsa; Sidhiq, Sham
UKaRsT Vol. 9 No. 2 (2025): NOVEMBER
Publisher : Kadiri University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30737/ukarst.v9i2.6960

Abstract

The dependence on private vehicles has grown significantly in the past decade, impacting travel experience quality. Transportation companies need to focus on enhancing the loyalty through exploring choice behavior. Existing research often focuses on typical service attributes, but the comparative impact with more complex variables factors remains underexplored. This study aims to identify factors influencing intercity and regional rail passenger travel decisions. This research explores sociodemographics, travel behavior, and factors affecting their mode of choice. Survey data using questionnaires were collected from 649 respondents across four intercity and five regional rail services. Logistic regression models were developed with variable selection validated using the Wald significance test and model evaluation conducted. The results indicate that intercity rail travel choices are significantly influenced by disposable income, trip purpose, and onboard comfort attributes such as air conditioning and cleanliness. In contrast, regional train choice is largely driven by factors such as occupancy rate, frequency of use, travel time reduction, and cost sensitivity. These findings confirm that intercity and regional passengers represent distinct market segments shaped by different behavioral priorities. The resulting models demonstrated strong performance, with the intercity model explaining 76.8% of the variance in choice and achieving a predictive accuracy of 82.1%, while the regional model explained 58.9% of the variance with an accuracy of 63.8%. The findings suggest that fare adjustment strategies and service development focused on air conditioning, cleanliness, and travel time can enhance ridership for both train types, thereby enhancing the overall attractiveness of the public transportation system.