Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Serious Games

Date Submitted: Apr 11, 2023
Date Accepted: Jul 21, 2023

The final, peer-reviewed published version of this preprint can be found here:

Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study

Martinho D, Crista V, Carneiro J, Matsui K, Corchado J, Marreiros G

Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study

JMIR Serious Games 2023;11:e48063

DOI: 10.2196/48063

PMID: 37995116

PMCID: 10704320

Effects of a Gamified Agent-Based System for Personalized Elderly Care: A Pilot Usability Study

  • Diogo Martinho; 
  • Vítor Crista; 
  • João Carneiro; 
  • Kenji Matsui; 
  • Juan Corchado; 
  • Goreti Marreiros

ABSTRACT

Background:

The global percentage of elderly people is increasing significantly over the last decades. The use of information and communication technologies has become essential to develop motivate them to pursue healthier ways of living. In this work a coaching personalized healthcare services that can ensure the living conditions and active aging of the elderly people. Among these technologies it is highlighted the use of both gamification and cognitive assistant technologies designed to support elderly people and an application is presented combining both a cognitive virtual assistant to directly interact with the elderly person and provide feedback on his/her current health condition, and several gamification techniques to motivate the elderly person to stay engaged with the application and pursuit healthier daily habits.

Objective:

This pilot study aimed to investigate the feasibility and usability of a gamified agent-based system for elderly 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 pretest and posttest results. The proposed gamified agent-based system was used by 12 participants over the duration of 7 days (1 week) and step count data was collected with access to Google Fit API. Step count data after the intervention was next compared with average step count data before the intervention (average daily values over a period of 4 weeks previous to the intervention). Student t test was used to determine the relation between the dependent and independent variables. Usability was measured using the System Usability Scare questionnaire which was answered by 8 of the 12 participants in the study

Results:

The posttest results were significantly high in terms of pre- and posttest changes (P=.017; Student t test), with a moderate effect size (Coehn’s D of 0.77). In terms of usability, the developed application obtained an average usability score of 78.

Conclusions:

The presented pilot was validated showing the positive health effects on the use of gamification techniques together with the use of a virtual cognitive assistant. Additionally, usability metrics considered for this study confirmed the high adherence and interest from most of the participants to the pilot.


 Citation

Please cite as:

Martinho D, Crista V, Carneiro J, Matsui K, Corchado J, Marreiros G

Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study

JMIR Serious Games 2023;11:e48063

DOI: 10.2196/48063

PMID: 37995116

PMCID: 10704320

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.