Gamified Mobile Applications for Improving Driving Behavior: A Systematic Mapping Study

Table 7

Data extraction template.

	Item	Name	Value	RQ
App description	1	ID	Integer	—
	2	Title	Title of the application	RQ1
	3	AppId	Identification of the application	RQ1
	4	URL	Application URL	RQ1
	5	Platform	Mobile operating system	RQ1
	6	Released	Application release date	RQ1
App functionalities	7	Multiple languages support	The supported languages by the application	RQ2
	8	Authentication	User needs to be authenticated	RQ2
	9	Profile creation	The user needs to create his profile	RQ2
	10	Integration with social networking	The user can share score rewards using social networks	RQ2
	11	Geolocation	The application collects the driver’s location through GPS	RQ2
	12	Automatic start	The application can start automatically when detecting driving	RQ2
	13	Real-time trip recording	The application records the details of each trip in real-time	RQ2
	14	Trip video recording	The application offers the trip video recording in real-time	RQ2
App context	15	Application context	In which context the application was developed	RQ3
App data collection	16	Data collection phase	When the data are collected, before, during, or after the trip	RQ4
	17	Profile data	If the application collects the profile data like age, gender, and address	RQ5
	18	Driving data collection	If the application needs the driving data like the driver’s location and so on	RQ5
	19	Driving data collection method	How driving data are collected automatically or manually	RQ5
	20	Driver health data collection	If the application collects the driver’s health	RQ5
	21	Health data collection method	How the health data are collected automatically or manually	RQ5
ML	22	ML algorithms	If the application uses ML algorithms	RQ6
	23	ML tasks	Which ML tasks were used by the selected app	RQ6
	24	ML algorithms	Which ML algorithms were used by the selected app	RQ6
Gamification	25	Gamified app	If the application is gamified or not	RQ7
	26	Gamification elements	Which gamification elements were used by the selected app	RQ7