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

Table 5

Inclusion and exclusion criteria applied in digital libraries.

Category	Criteria
Inclusion	(i) Works presenting mobile apps that help in the improvement of driving behavior; (ii) Works using gamification as key elements in the design of mobile apps; (iii) Works using machine learning techniques in the development of mobile apps; (iv) Works published between January 2007 and March 2021
Exclusion	(i) Works not written in English; (ii) Works not accessible in full-text; (iii) Books and gray literature; (iv) Duplicate works returned by different search engines; (v) Works consisting of literature reviews or systematic mapping studies