Umeå University's logo

umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Behaviour-based movement cut-off points in 3-year old children comparing wrist- with hip-worn actigraphs MW8 and GT3X
Umeå University, Faculty of Social Sciences, Umeå School of Sport Sciences. Umeå University, Faculty of Medicine, Department of Community Medicine and Rehabilitation, Section of Sports Medicine.ORCID iD: 0000-0002-6488-0663
Umeå University, Faculty of Medicine, Department of Clinical Sciences, Paediatrics.ORCID iD: 0000-0002-7874-4320
Umeå University, Faculty of Medicine, Department of Community Medicine and Rehabilitation, Section of Physiotherapy.ORCID iD: 0000-0001-5403-8811
Umeå University, Faculty of Medicine, Department of Clinical Sciences, Paediatrics.ORCID iD: 0000-0001-9599-2580
Show others and affiliations
2025 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 20, no 3, article id e0316747Article in journal (Refereed) Published
Abstract [en]

Background: Behaviour-based physical intensity evaluation requires rigorous calibration before application in long-term recordings of children's sleep/activity patterns. This study aimed at (i) calibrating activity counts of motor behaviour measured simultaneously with MotionWatch 8 (MW8) and ActiGraph (GT3X) in 3-year-old children, (ii) documenting movement intensities in 30s-epochs at wrist/hip positions, and (iii) evaluating the accuracy of cut-off agreements between different behavioural activities.

Methods: Thirty 3-year-old children of the NorthPop cohort performed six directed behavioural activities individually, each for 8-10 minutes while wearing two pairs of devices at hip and wrist position. These naturally-occurring behaviours were aligned to movement intensities from 'motionless' (watching cartoons) and 'sedentary' (recumbent story listening, sit and handcraft) to 'light activity' (floor play with toys), 'moderate activity' (engaging in a brisk walk) and 'vigorous activity (a sprinting game). Time-keeping was ensured using direct observation by an observer. Receiver-Operating-Curve classification was applied to determine activity thresholds and to assign two composite movement classes.

Results: Activity counts of MW8 and GT3X pairs of wrist-worn (rho = 0.94) and hip-worn (rho = 0.90) devices correlated significantly (p < 0.001). Activity counts at hip position were significantly lower compared to those at the wrist position (p < 0.001), irrespective of device type. Sprinting, floorball/walk and floorplay assigned as 'physically mobile' classes achieved outstanding accuracy (AUC > 0.9) and two sedentary and a motionless activities assigned into 'physically stationary' classes achieved excellent accuracy (AUC > 0.8).

Conclusion: This calibration provides useful cut-offs for physical activity levels of preschool children. Contextual information of behaviour is advantageous over intensity classifications only, because interventions will focus on behaviour-allocated time to reduce a sedentary lifestyle. Our comparative calibration is one step forward to behaviour-based movement guidelines for 3-year-old children.

Place, publisher, year, edition, pages
Public Library of Science (PLoS), 2025. Vol. 20, no 3, article id e0316747
National Category
Sport and Fitness Sciences Pediatrics
Research subject
Sports Medicine
Identifiers
URN: urn:nbn:se:umu:diva-233047DOI: 10.1371/journal.pone.0316747ISI: 001456749600003PubMedID: 40138295Scopus ID: 2-s2.0-105002177773OAI: oai:DiVA.org:umu-233047DiVA, id: diva2:1922288
Funder
Swedish Research Council, 2019-01005Region VästerbottenUmeå UniversityKnut and Alice Wallenberg FoundationAvailable from: 2024-12-18 Created: 2024-12-18 Last updated: 2025-05-13Bibliographically approved
In thesis
1. Physical activity in children and effects of maturation on exercise: with reference to training, biomarkers, anthropometrical factors, and methods
Open this publication in new window or tab >>Physical activity in children and effects of maturation on exercise: with reference to training, biomarkers, anthropometrical factors, and methods
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Alternative title[sv]
Fysisk aktivitet och effekter av biologisk mognad hos barn : med hänvisning till träning, biomarkörer, antropometriska faktorer och metoder
Abstract [en]

Background: Regular physical activity during childhood and adolescence can positively affect overall cardiometabolic health, fundamental motor skill development, bone density, quality of life, and psychological well-being. Research on physical activity in children is growing continuously, and one area is focused on assessing children's physical activity. Advances in wearable technology have provided more reliable tools for assessing physical activity, particularly in young children. These wearables must be calibrated to age-specific groups, body positions, and epoch times. Furthermore, muscle strength is an important health indicator in children; however, little is known about how muscle strength is influenced by age, maturity, hormones, and cytokines in pediatric populations. This thesis aimed to examine methods to estimate physical activity in children, understand which factors are associated with muscular strength in trained male children, and increase our understanding of how exercise-related hormones and proinflammatory cytokines (IL-6 and TNF-α) adapt to acute and long-term training. 

Methods: This thesis included four studies. Paper I aimed to calibrate two accelerometer devices, MotionWatch 8 (MW8) and ActiGraph GT3X ( GT3X), worn on the hip and wrist (n = 30), and to develop age-specific cut-offs for physical activity intensities in 3-year-old children. Paper II was a cross-sectional study that examined the associations of muscular strength measures with anthropometric factors, chronological age, maturation, and training experience in trained prepubertal and pubertal males (n = 41). Another aim of Paper II was to examine whether a handgrip strength test can predict the total muscle strength assessed with whole-body free-weight exercises. Paper III was an intervention study that examined acute hormonal and cytokine responses to free-weight resistance training in trained prepubertal and pubertal male children (n = 41). Paper IV was a systematic review and meta-analysis that assessed the evidence of the effects of exercise training and training type on hormone and cytokine adaptations in children and adolescents. 

Results: There was a strong correlation between MW8 and the GT3X device (counts/30 s) at both hip and wrist levels (Paper I). The devices' cut-off scores for physical activity levels were classified with outstanding and excellent accuracy (Paper I). The cross-sectional study showed that muscular strength tests in trained male children are mostly associated with anthropometric factors, which differ depending on the exercise test chosen (Paper II). Furthermore, the handgrip strength test was strongly associated with total muscle strength in trained male children (Paper II). A single resistance training session induced greater acute post-exercise testosterone and IGF-I levels in pubertal children than in prepubertal male children (Paper III). Post-exercise IL-6 levels were significantly increased only in the prepubertal group. Lastly, the systematic review and meta-analysis showed that long-term exercise training had a small effect on resting hormonal concentrations. Resistance training, but not endurance training, increased resting testosterone levels in healthy children and adolescents (Paper IV). 

Conclusions: Measuring and classifying physical activity levels in preschoolers can be achieved accurately using MW8 or the GT3X device (Paper I). Another finding was that anthropometric measures such as body mass and fat-free mass are important factors associated with muscle strength, and they may be used to scale muscle strength scores to provide a fair interpretation across children of different body sizes (Paper II). A simple handgrip strength test could be a quick and effective screening tool for practitioners and researchers to estimate total muscle strength in trained male children (Paper II). Furthermore, pubertal children were stronger than prepubertal children and had greater post-exercise IGF-I and testosterone responses following a single resistance training session (Paper III). Finally, the systematic review and meta-analysis suggested that exercise training had a small effect on hormonal concentrations in healthy children and adolescents (Paper IV). 

Place, publisher, year, edition, pages
Umeå: Umeå University, 2024. p. 94
Series
Umeå University medical dissertations, ISSN 0346-6612 ; 2335
Keywords
Growth, maturation, accelerometers, actigraphy, hormones, cytokines, resistance training
National Category
Sport and Fitness Sciences
Research subject
Sports Medicine
Identifiers
urn:nbn:se:umu:diva-233054 (URN)9789180705288 (ISBN)9789180705295 (ISBN)
Public defence
2025-01-17, Aula Biologica, Biologihuset, Umeå, 09:00 (English)
Opponent
Supervisors
Available from: 2024-12-20 Created: 2024-12-18 Last updated: 2025-02-11Bibliographically approved

Open Access in DiVA

fulltext(1281 kB)26 downloads
File information
File name FULLTEXT01.pdfFile size 1281 kBChecksum SHA-512
10b7213718d1edb72a2b5d716ef4f8395a9e067632922e53b97c529fd0dac2494270ce36a2c41c33c6c61adb1b4ce7bce041cbbbcce2081f6fb7d14cfbe4d0ca
Type fulltextMimetype application/pdf

Other links

Publisher's full textPubMedScopus

Authority records

Jansson, DanielWestlander, RikardSandlund, JonasWest, Christina E.Domellöf, MagnusWulff, Katharina

Search in DiVA

By author/editor
Jansson, DanielWestlander, RikardSandlund, JonasWest, Christina E.Domellöf, MagnusWulff, Katharina
By organisation
Umeå School of Sport SciencesSection of Sports MedicinePaediatricsSection of PhysiotherapyWallenberg Centre for Molecular Medicine at Umeå University (WCMM)Department of Molecular Biology (Faculty of Science and Technology)
In the same journal
PLOS ONE
Sport and Fitness SciencesPediatrics

Search outside of DiVA

GoogleGoogle Scholar
Total: 26 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
pubmed
urn-nbn

Altmetric score

doi
pubmed
urn-nbn
Total: 406 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf