TY  - JOUR
AU  - Martinho, Diogo
AU  - Crista, Vítor
AU  - Carneiro, João
AU  - Matsui, Kenji
AU  - Corchado, Juan Manuel
AU  - Marreiros, Goreti
PY  - 2023
DA  - 2023/11/23
TI  - Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study
JO  - JMIR Serious Games
SP  - e48063
VL  - 11
KW  - gamification
KW  - cognitive assistants
KW  - elderly care
KW  - coaching system
KW  - older people
KW  - technology
KW  - virtual assistant
KW  - cognitive
KW  - usability
KW  - intervention
KW  - physical activity
KW  - agent-based system
AB  - Background: The global percentage of older people has increased significantly over the last decades. Information and communication technologies have become essential to develop and motivate them to pursue healthier ways of living. This paper examines a personalized coaching health care service designed to maintain living conditions and active aging among older people. Among the technologies the service includes, we highlight the use of both gamification and cognitive assistant technologies designed to support older people and an application combining a cognitive virtual assistant to directly interact with the older person and provide feedback on their current health condition and several gamification techniques to motivate the older person to stay engaged with the application and pursuit of healthier daily habits. Objective: This pilot study aimed to investigate the feasibility and usability of a gamified agent-based system for older people and obtain preliminary results on the effectiveness of the intervention regarding physical activity health outcomes. Methods: The study was designed as an intervention study comparing pre- and posttest results. The proposed gamified agent-based system was used by 12 participants over 7 days (1 week), and step count data were collected with access to the Google Fit application programming interface. Step count data after the intervention were compared with average step count data before the intervention (average daily values over a period of 4 weeks before the intervention). A　1-tailed Student t test was used to determine the relationship between the dependent and independent variables. Usability was measured using the System Usability Scale questionnaire, which was answered by 8 of the 12 participants in the study. Results: The posttest results showed significant pre- to posttest changes (P=.30; 1-tailed Student t test) with a moderate effect size (Cohen d=0.65). The application obtained an average usability score of 78. Conclusions: The presented pilot was validated, showing the positive health effects of using gamification techniques and a virtual cognitive assistant. Additionally, usability metrics considered for this study confirmed high adherence and interest from most participants in the pilot. 
SN  - 2291-9279
UR  - https://games.jmir.org/2023/1/e48063
UR  - https://doi.org/10.2196/48063
UR  - http://www.ncbi.nlm.nih.gov/pubmed/37995116
DO  - 10.2196/48063
ID  - info:doi/10.2196/48063
ER  -