Profiling Movement Quality Characteristics of Children (9-11y) During Recess

Dr. Cain Clark, Claire M. Barnes, Huw D. Summers, Kelly A. Mackintosh, Gareth Stratton

    Research output: Contribution to journalJournal Article

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    Abstract

    Introduction. Frequency spectrum characteristics derived from raw accelerometry, such as spectral purity, have the potential to reveal detailed information about children’s movement quality, but remain unexplored in children’s physical activity. The aim of this study was to investigate and profile children’s recess physical activity and movement quality using a novel analytical approach. Materials and Methods. A powered sample of twenty-four children (18 boys) (10.5±0.6y, 1.44±0.09m, 39.6±9.5kg, body mass index; 18.8±3.1 kg.m2) wore an ankle-mounted accelerometer during school recess, for one school-week. Hierarchical clustering, Spearman’s rho and the Mann-Whitney U test were used to assess relationships between characteristics, and to assess inter-day differences. Results. There were no significant inter-day differences found for overall activity (P>0.05), yet significant differences were found for spectral purity derived movement quality (P<0.001). Overall activity was hierarchically clustered, and positively correlated, with spectral purity (P<0.05). Discussion. This is the first study to report spectral purity derived movement quality of children’s physical activity in an uncontrolled setting and our results highlight potential for future research.
    Original languageEnglish
    Pages (from-to)143-160
    Number of pages18
    JournalEuropean Journal of Human Movement
    Volume39
    Issue number2
    Publication statusPublished - 1 Jan 2018

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    Exercise
    Accelerometry
    Nonparametric Statistics
    Ankle
    Cluster Analysis
    Body Mass Index

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    Clark, D. C., Barnes, C. M., Summers, H. D., Mackintosh, K. A., & Stratton, G. (2018). Profiling Movement Quality Characteristics of Children (9-11y) During Recess. European Journal of Human Movement, 39(2), 143-160.
    Clark, Dr. Cain ; Barnes, Claire M. ; Summers, Huw D. ; Mackintosh, Kelly A. ; Stratton, Gareth. / Profiling Movement Quality Characteristics of Children (9-11y) During Recess. In: European Journal of Human Movement. 2018 ; Vol. 39, No. 2. pp. 143-160.
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    title = "Profiling Movement Quality Characteristics of Children (9-11y) During Recess",
    abstract = "Introduction. Frequency spectrum characteristics derived from raw accelerometry, such as spectral purity, have the potential to reveal detailed information about children’s movement quality, but remain unexplored in children’s physical activity. The aim of this study was to investigate and profile children’s recess physical activity and movement quality using a novel analytical approach. Materials and Methods. A powered sample of twenty-four children (18 boys) (10.5±0.6y, 1.44±0.09m, 39.6±9.5kg, body mass index; 18.8±3.1 kg.m2) wore an ankle-mounted accelerometer during school recess, for one school-week. Hierarchical clustering, Spearman’s rho and the Mann-Whitney U test were used to assess relationships between characteristics, and to assess inter-day differences. Results. There were no significant inter-day differences found for overall activity (P>0.05), yet significant differences were found for spectral purity derived movement quality (P<0.001). Overall activity was hierarchically clustered, and positively correlated, with spectral purity (P<0.05). Discussion. This is the first study to report spectral purity derived movement quality of children’s physical activity in an uncontrolled setting and our results highlight potential for future research.",
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    Clark, DC, Barnes, CM, Summers, HD, Mackintosh, KA & Stratton, G 2018, 'Profiling Movement Quality Characteristics of Children (9-11y) During Recess', European Journal of Human Movement, vol. 39, no. 2, pp. 143-160.

    Profiling Movement Quality Characteristics of Children (9-11y) During Recess. / Clark, Dr. Cain; Barnes, Claire M.; Summers, Huw D.; Mackintosh, Kelly A.; Stratton, Gareth.

    In: European Journal of Human Movement, Vol. 39, No. 2, 01.01.2018, p. 143-160.

    Research output: Contribution to journalJournal Article

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    T1 - Profiling Movement Quality Characteristics of Children (9-11y) During Recess

    AU - Clark, Dr. Cain

    AU - Barnes, Claire M.

    AU - Summers, Huw D.

    AU - Mackintosh, Kelly A.

    AU - Stratton, Gareth

    PY - 2018/1/1

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    N2 - Introduction. Frequency spectrum characteristics derived from raw accelerometry, such as spectral purity, have the potential to reveal detailed information about children’s movement quality, but remain unexplored in children’s physical activity. The aim of this study was to investigate and profile children’s recess physical activity and movement quality using a novel analytical approach. Materials and Methods. A powered sample of twenty-four children (18 boys) (10.5±0.6y, 1.44±0.09m, 39.6±9.5kg, body mass index; 18.8±3.1 kg.m2) wore an ankle-mounted accelerometer during school recess, for one school-week. Hierarchical clustering, Spearman’s rho and the Mann-Whitney U test were used to assess relationships between characteristics, and to assess inter-day differences. Results. There were no significant inter-day differences found for overall activity (P>0.05), yet significant differences were found for spectral purity derived movement quality (P<0.001). Overall activity was hierarchically clustered, and positively correlated, with spectral purity (P<0.05). Discussion. This is the first study to report spectral purity derived movement quality of children’s physical activity in an uncontrolled setting and our results highlight potential for future research.

    AB - Introduction. Frequency spectrum characteristics derived from raw accelerometry, such as spectral purity, have the potential to reveal detailed information about children’s movement quality, but remain unexplored in children’s physical activity. The aim of this study was to investigate and profile children’s recess physical activity and movement quality using a novel analytical approach. Materials and Methods. A powered sample of twenty-four children (18 boys) (10.5±0.6y, 1.44±0.09m, 39.6±9.5kg, body mass index; 18.8±3.1 kg.m2) wore an ankle-mounted accelerometer during school recess, for one school-week. Hierarchical clustering, Spearman’s rho and the Mann-Whitney U test were used to assess relationships between characteristics, and to assess inter-day differences. Results. There were no significant inter-day differences found for overall activity (P>0.05), yet significant differences were found for spectral purity derived movement quality (P<0.001). Overall activity was hierarchically clustered, and positively correlated, with spectral purity (P<0.05). Discussion. This is the first study to report spectral purity derived movement quality of children’s physical activity in an uncontrolled setting and our results highlight potential for future research.

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    Clark DC, Barnes CM, Summers HD, Mackintosh KA, Stratton G. Profiling Movement Quality Characteristics of Children (9-11y) During Recess. European Journal of Human Movement. 2018 Jan 1;39(2):143-160.