4.1 Article

East meets west: a mobile brain-computer system that helps children living in poverty learn to self-regulate

Journal

PERSONAL AND UBIQUITOUS COMPUTING
Volume 22, Issue 4, Pages 839-866

Publisher

SPRINGER LONDON LTD
DOI: 10.1007/s00779-018-1166-x

Keywords

Brain-computer interfaces; Neurofeedback; Self-regulation; Children; Games for learning; Developing countries; Field evaluation

Funding

  1. Natural Science and Engineering Research Council of Canada (NSERC)
  2. Social Science and Humanities Research Council (SSHRC)
  3. GRAND Network Centre of Excellence (Canada)
  4. Microsoft Research

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Children living in poverty often suffer multiple forms of trauma, which impedes their ability to effectively self-regulate negative emotions, such as anxiety, and to focus their attention. As a result, many of these children struggle at school. Our work explores the effectiveness of using a mindfulness-oriented, neurofeedback-based, brain-computer system to help teach children living in poverty to self-regulate anxiety and attention. Our system, called Mind-Full, was specifically designed for illiterate girls who attend an NGO-funded school in Pokhara, Nepal. In this paper, we present the results of a waitlist control field experiment with 21 girls who completed an intervention using the Mind-Full system. Our results indicated that a 6-week Mind-Full intervention was viable and that children were able to transfer self-regulation skills learned using our system into real-world settings and continue to self-regulate successfully after 2 months. We present our findings as a validation of the effectiveness of mobile neurofeedback-based interventions to help young children living in poverty develop self-regulation skills. We conclude with a discussion of the results, methodological challenges of working in the developing world, and advice for future investigations of the effectiveness of neurofeedback applications for children.

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