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Assessment of upper limb use in children with typical development and neurodevelopmental disorders by inertial
Irene Braito1, Martina Maselli2, Giuseppina Sgandurra3,4
1Department of Developmental Neuroscience, IRCCS Fondazione Stella Maris, Viale del Tirreno 331, 56128 Calambrone, Pisa, Italy.
Insights
Wearable inertial sensors objectively measure upper limb (UL) activity in children, aiding rehabilitation for typical development and neurodevelopmental disorders (NDDs). These sensors effectively track differences in hand use and intervention outcomes.
Area of Science:
- Biomedical Engineering
- Pediatric Rehabilitation
- Movement Science
Background:
- Understanding bimanual upper limb (UL) activity is crucial for pediatric rehabilitation, progress monitoring, and treatment evaluation.
- Wearable motion sensors, particularly accelerometers, offer objective monitoring but have primarily been studied in adults.
- Assessing UL activity in children with neurodevelopmental disorders (NDDs) requires reliable and comparable data.
Purpose of the Study:
- To review evidence on upper limb (UL) activity in typically developing (TD) children and children with neurodevelopmental disorders (NDDs) using wearable inertial sensors.
- To evaluate the comparability and reliability of data from multiple sensors on upper extremities in children aged 0-20 years.
- To assess the utility of inertial sensors for monitoring activity, evaluating motor tasks, and determining rehabilitation effectiveness.
Main Methods:
- Systematic review of 21 articles from PubMed, Web of Science, and EBSCO databases.
- Included studies focused on children (0-20 years) wearing at least two inertial sensors on their upper extremities.
- Data analyzed included clinical and technical aspects related to activity intensity, sensor validity, reliability, and movement analysis.
Main Results:
- Inertial sensors demonstrated the ability to detect differences in the use of both hands.
- All reviewed studies support the use of accelerometers as objective outcome measures for UL activity in children.
- Data collected were relevant for describing physical activity levels of both ULs separately.
Conclusions:
- Wearable inertial sensors are effective tools for assessing UL activity in young children, including those with NDDs.
- Accelerometers provide objective outcome measures crucial for evaluating intervention effectiveness in pediatric rehabilitation.
- Further research is needed on sensor responsiveness to interventions and real-world application consistency.
Abstract:
Understanding development of bimanual upper limb (UL) activities in both typical and atypical conditions in children is important for: i) tailoring rehabilitation programs, ii) monitoring progress, iii) determining outcomes and iv) evaluating effectiveness of treatment/rehabilitation. Recent technological advances, such as wearable sensors, offer possibilities to perform standard medical monitoring. Body-worn motion sensors, mainly accelerometers, have shown very promising results but, so far, these studies have mainly focused on adults. The main aim of this review was to report the evidence of UL activity of both typically developing (TD) children and children with neurodevelopmental disorders (NDDs) that are reliably reported and comparable, using a combination of multiple wearable inertial sensors, both in laboratory and natural settings. Articles were selected from three research databases (PubMed, Web of Science and EBSCO). Included studies reported data on children aged 0-20 years old simultaneously wearing at least two inertial sensors on upper extremities. The collected and reported data were relevant in order to describe the amount of physical activity performed by the two ULs separately. A total of 21 articles were selected: 11 including TD, and 10 regarding NDDs. For each article, a review of both clinical and technical data was performed. We considered inertial sensors used for following aims: (i) to establish activity intensity cut-points; (ii) to investigate validity and reliability of specified markers, placement and/or number of inertial sensors; (iii) to evaluate duration and intensity of natural UL movements, defined motor tasks and tremor; and (iv) to assess efficacy of certain rehabilitation protocols. Our conclusions were that inertial sensors are able to detect differences in use between both hands and that all reviewed studies support use of accelerometers as an objective outcome measure, appropriate in assessing UL activity in young children with NDDs and determining intervention effectiveness. Further research on responsiveness to interventions and consistency with use in real-world settings is needed. This information could be useful in planning UL rehabilitation strategies.
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