![]() In addition, messaging addresses attitudes and beliefs. A key feature is messaging, which is used to instruct, motivate, educate, and relay feedback to participants. The app implements features that were identified during the design process and are traceable to BCTs and theory. ![]() Results: We developed BackPocketDriver (BPD), an Android smartphone app that uses in-built sensors to monitor and infer driver behavior. We also took into account technology adoption considerations when designing the app. We engaged with key stakeholders, including young drivers, government agencies, and relevant organizations. We reviewed behavioral change literature, identifying fundamental principles and exploring use of behavior change techniques (BCTs) in other areas of public health. Methods: An iterative process was used to support development of the smartphone intervention. Objective: This study aimed to apply behavioral change principles to design and develop a smartphone-based intervention with the aim of helping youth drivers to develop and hone safe driving skills. Behavioral change interventions delivered using mobile phone technology to young drivers could serve as a useful mechanism to develop safe driving skills, but this potential remains to be fully explored. In New Zealand, youth drivers are most vulnerable in the restricted license period when they can drive without the requirement for supervision by an experienced adult. ![]()
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