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ProVIA-Kids - outcomes of an uncontrolled study on smartphone-based behaviour analysis for challenging behaviour in children with intellectual and developmental disabilities or autism spectrum disorder.
- Source :
- Frontiers in Digital Health; 9/27/2024, p01-17, 17p
- Publication Year :
- 2024
-
Abstract
- Introduction: Challenging behaviour (CB) is a common issue among children with autism spectrum disorder or intellectual and developmental disability. Mental health applications are low-threshold cost-effective tools to address the lack of resources for caregivers. This pre-post study evaluated the feasibility and preliminary effectiveness of the smartphone app ProVIA-Kids using algorithm-based behaviour analysis to identify causes of CB and provide individualized practical guidance to manage and prevent CB. Methods: A total of 18 caregivers (M = 38.9 ± 5.0) of children with a diagnosis of autism spectrum disorder (44%), intellectual and developmental disabilities (33%) or both (22%) aged 4-11 years (M = 7.6 ± 1.8) were included. Assessments were performed before and after an 8-week intervention period. The primary outcome was the change in parental stress. Caregiver stress experience due to CB was also rated daily via ecological momentary assessments within the app. Secondary outcomes included the intensity of the child's CB, dysfunctional parenting, feelings of parental competency as well as caregivers' mood (rated daily in the app) and feedback on the app collected via the Mobile Application Rating Scale. Results: We observed increases in parental stress in terms of conscious feelings of incompetence. However, we also saw improvements in parental stress experience due to CB and overreactive parenting, and descriptive improvements in CB intensity and caregiver mood. Discussion: ProVIA-Kids pioneers behaviour analysis in a digital and automated format, with participants reporting high acceptance. Pilot results highlight the potential of the ProVIA-Kids app to positively influence child behaviour and caregiver mental health over a longer intervention period. [ABSTRACT FROM AUTHOR]
- Subjects :
- MOBILE apps
BEHAVIOR disorders
RISK assessment
ASPERGER'S syndrome in children
PEARSON correlation (Statistics)
SMARTPHONES
AUTISM in children
SATISFACTION
DATA analysis
T-test (Statistics)
SELF-efficacy
RESEARCH funding
CLINICAL trials
QUESTIONNAIRES
FISHER exact test
PARENT-child relationships
TREATMENT effectiveness
PARENTING
MANN Whitney U Test
EMOTIONS
INTELLECTUAL disabilities
DEVELOPMENTAL disabilities
EXPERIMENTAL design
PRE-tests & post-tests
EMAIL
PSYCHOLOGICAL stress
TELEPHONES
DIARY (Literary form)
STATISTICS
PSYCHOLOGY of caregivers
PARENTS of children with disabilities
AFFECT (Psychology)
DATA analysis software
SOFTWARE architecture
CHILD behavior
PSYCHOSOCIAL factors
ALGORITHMS
Subjects
Details
- Language :
- English
- Database :
- Complementary Index
- Journal :
- Frontiers in Digital Health
- Publication Type :
- Academic Journal
- Accession number :
- 179978787
- Full Text :
- https://doi.org/10.3389/fdgth.2024.1462682