gamification driving

Applying game design elements to driving behavior: points, badges, leaderboards, rewards, challenges, and competition used to motivate safer driving. Defined by the game mechanics themselves, regardless of platform. Differs from telematics_ubi_feedback, which ties feedback to insurance pricing, from in_vehicle_coaching, which gives direct live correction, and from public_messaging, which broadcasts persuasive messages rather than interactive game incentives.

60 paper(s) · ranked by relevance to this topic

1. Safe driving evaluation system to enhance motivation for safe driving · 2015 · Hiraoka, Toshihiro et al. · archived
2. Incentive-Based Telematics and Driver Safety: Insights from a Naturalistic Study of Behavioral Change ↗ · 2025 · Kontaxi, Armira et al. · indexed
3. Incentivizing Safer Driving Using Peer-Pressure · 2018 · Pentland, Alex et al. · archived
4. A Randomized Field Trial of Smartphone-Based Feedback Designed to Encourage Safe Driving: Comparing Focused and Self-Chosen Goals to Standard Usage-Based Insurance Messaging · 2025 · AAA Foundation for Traffic Safety · archived
5. EXPERIMENTAL STUDY ABOUT EFFECTIVENESS OF EXPRESSWAY DRIVING GAME BASED ON GAMENICS THEORY ON DRIVER BEHAVIOR · 2017 · Takada, Shota et al. · archived
6. Evaluation of the Impact of App-Based Feedback and Monetary Incentives on Teen Driver Safety · 2024 · Radlbeck, Joshua et al. · archived
7. A national randomized field experiment testing the impact of simulated usage-based insurance programs on driver safety ↗ · 2025 · Ebert, Jeffrey P. et al. · indexed
8. Summary Report: Comparative Effectiveness of Alternative Smartphone-Based Nudges to Reduce Cellphone Use While Driving: Final Report · 2022 · Ebert, Jeffrey et al. · archived
9. Impacts of different feedback features on driver behaviour: Findings from a multiphase naturalistic study ↗ · 2026 · Kontaxi, Armira et al. · indexed
10. Eco-driving Profiling and Behavioral Shifts Using IoT Vehicular Sensors Combined with Serious Games ↗ · 2019 · Massoud, Rana et al. · indexed
11. The effect of incentives in driving simulator studies ↗ · 2019 · Hock, Philipp et al. · indexed
12. Techniques for Reducing Speeding Beyond Licensure: Young Drivers' Preferences · 2015 · Lee, Yi-Ching et al. · archived
13. Analysis of an Incentive-Based Smartphone Application for Young Drivers · 2021 · Henk, Russell H. et al. · archived
14. Improving driving behavior by allowing drivers to browse their own recorded driving data ↗ · 2011 · Takeda, Kazuya et al. · indexed
15. Real-time coaching programs for Manage-How-You-Drive insurance schemes: Analysis of retention after feedback removal · 2025 · Orsini, Federico et al. · archived
16. Video and Non-video Feedback Interventions for Teen Drivers · 2016 · Reyes, M. L. et al. · archived
17. U34: driver distraction : an inattention-mitigation component for behavior-based safety programs in commercial vehicle operations (IM-BBS) final report. · 2011 · Victor, Trent et al. · archived
18. Automated Feedback to Foster Safe Driving in Young Drivers: Phase 2 · 2015 · Blomberg, Richard D. et al. · archived
19. Evaluation of an in-vehicle monitoring system (IVMS) to reduce risky driving behaviors in commercial drivers: Comparison of in-cab warning lights and supervisory coaching with videos of driving behavior · 2016 · Bell, Jennifer et al. · archived
20. Unticketing: An Upside-Down Approach to Speed Compliance [Tech Transfer Summary] · 2023 · Shaw, John · archived
21. Teen Driver Support System Technology Transfer · 2019 · Davis, Brian · archived
22. Persuading the Driver ↗ · 2019 · Paraschivoiu, Irina et al. · indexed
23. Learning eco-driving behaviour in a driving simulator: Contribution of instructional videos and interactive guidance system · 2017 · Beloufa, Sabrina et al. · archived
24. Cognitive Function Training System Using Game-Based Design for Elderly Drivers ↗ · 2016 · Hiraoka, Toshihiro et al. · indexed
25. Safe driving in a green world: A review of driver performance benchmarks and technologies to support ‘smart’ driving · 2010 · Young, Mark S. et al. · archived
26. LiveMetrics: Providing Individualized Feedback on Driving Performance ↗ · 2015 · Kandadai, Venk et al. · indexed
27. Reducing Elevated Gravitational-Force Events through visual feedback: a simulator study · 2021 · Rossi, Riccardo et al. · archived
28. Average Impact and Key Features of Onboard Eco-driving Feedback · 2019 · Sanguinetti, Angela · archived
29. FEEDBACK trial - A randomised control trial to investigate the effect of personalised feedback and financial incentives on reducing the incidence of road crashes · 2023 · Stevenson, Mark et al. · archived
30. Individual Driver’s Undesirable Driving Events—A Temporal Analysis ↗ · 2011 · Musicant, Oren et al. · indexed
31. Onboard Feedback to Promote Eco-Driving : Average Impact and Important Features · 2018 · Sanguinetti, Angela · archived
32. A comparative analysis of feedback delivery modality within a Precision Teaching protocol to enhance drivers’ lane maintenance · 2024 · Tagliabue, Mariaelena et al. · archived
33. Analysis of Incentives to Eco-Driving for Car Rental Companies’ Customers ↗ · 2020 · Adamczak, Michał et al. · indexed
34. INCREASING FOLLOWING HEADWAY WITH PROMPTS, GOAL SETTING, AND FEEDBACK IN A DRIVING SIMULATOR · 2011 · Arnold, Michelle L. et al. · archived
35. The Exploratory Advanced Research Program Fact Sheet: Safer, More Reliable Transportation With Behavioral Economics: Cellphone Use and Managed Lane Choice · 2020 · NHTSA · archived
36. Stackelberg Game Based Model of Highway Driving ↗ · 2012 · Yoo, Je Hong et al. · indexed
37. Commuters’ Choice-Behavior with Rewards for Avoiding Peak-Hour Driving ↗ · 2010 · Ben-Elia, Eran et al. · indexed
38. Time is money: Effects of time-sensitive incentive on risky driving among on-demand food-delivery motorcyclists in Taiwan ↗ · 2024 · Hsu, C. S. et al. · indexed
39. Using incentives as traffic management tool: empirical results of the "peak avoidance" experiment · 2010 · Ettema, Dick et al. · archived
40. Simulating Emergent Properties of Human Driving Behavior Using Multi-Agent Reward Augmented Imitation Learning · 2019 · Bhattacharyya, Raunak et al. · archived
41. Stackelberg Game-Theoretic Safe MARL With Bilevel Control for Autonomous Driving ↗ · 2026 · Qu, Haoming et al. · indexed
42. Unlocking Mutual Gains—An Experimental Study on Collaborative Autonomous Driving in Urban Environment ↗ · 2023 · Malik, Sumbal et al. · indexed
43. Exploring Motivations for Electrification of Ride-Sourcing Services: A Tripartite Evolutionary Game Perspective ↗ · 2026 · Lu, Ke et al. · indexed
44. A Traveler Incentive Program for Promoting Community-Based Ridesharing ↗ · 2022 · Tafreshian, Amirmahdi et al. · indexed
45. Towards a K-12 Game-based Educational Platform with Automatic Student Monitoring: “INTELLIFUN” · 2016 · Erbad, Aiman et al. · archived
46. Game theory algorithm for intersection-based cooperative adaptive cruise control (CACC) systems ↗ · 2012 · Zohdy, Ismail H. et al. · indexed
47. Reputation assessment mechanism for carpooling applications based on clustering user travel preferences ↗ · 2019 · Salamanis, Athanasios et al. · indexed
48. Practicing emotion-regulation through biofeedback on the decision-making performance in the context of serious games: A systematic review · 2019 · Jerčić, Petar et al. · archived
49. Video Games as a Means to Reduce Age-Related Cognitive Decline: Attitudes, Compliance, and Effectiveness · 2013 · Boot, Walter R. et al. · archived
50. An evidence-based gamified mHealth intervention for overweight young adults with maladaptive eating habits: study protocol for a randomized controlled trial · 2017 · Podina, Ioana R. et al. · archived
51. Evaluating the effect of action-like video game play and of casual video game play on anxiety in adolescents with elevated anxiety: protocol for a multi-center, parallel group, assessor-blind, randomized controlled trial · 2024 · Gradi, Naïma et al. · archived
52. Application of Serious Games in Health Care: Scoping Review and Bibliometric Analysis · 2022 · Wang, Yue et al. · archived
53. Evaluating the Effect of Action-Like Video Game Play and of Casual Video Game Play on Anxiety in Adolescents: Protocol for a Randomized Controlled Trial · 2023 · Gradi, Naïma et al. · archived
54. Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model ↗ · 2016 · Brand, Matthias et al. · indexed
55. Managing ADHD Symptoms in Children Through the Use of Various Technology-Driven Serious Games: A Systematic Review ↗ · 2025 · Doulou, Aikaterini et al. · indexed
56. Opportunistic Energy Sharing Between Power Grid and Electric Vehicles: A Game Theory-Based Pricing Policy ↗ · 2017 · Sarker, Ankur et al. · indexed
57. Design of a Rule-Based Energy Management System for a 3-Motor Vehicle with a Battery and a Fuel Cell: IEEE Motor Vehicle Challenge 2023 ↗ · 2023 · Tristano, Mariagrazia et al. · indexed
58. Coordination of Plug-In Electric Vehicle Charging in a Stochastic Framework: A Decentralized Tax/Incentive-Based Mechanism to Reach Global Optimality ↗ · 2023 · Balmelli, Simone et al. · indexed
59. Optimal Electric Vehicle Fast Charging Station Placement Based on Game Theoretical Framework ↗ · 2017 · Xiong, Yanhai et al. · indexed
60. An Evolutionary Game Theory-Based Optimal Scheduling Strategy for Multiagent Distribution Network Operation Considering Voltage Management ↗ · 2022 · Lee, Ji-Won et al. · indexed