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Rodrigues B, Videira-Silva A, Lopes L, Sousa-Sá E, Vale S, Cliff DP, Mendes R, Santos R. Methodological Choices on 24-h Movement Behavior Assessment by Accelerometry: A Scoping Review. SPORTS MEDICINE - OPEN 2025; 11:25. [PMID: 40080301 PMCID: PMC11906950 DOI: 10.1186/s40798-025-00820-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 01/23/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND There are no reviews describing current measurement protocols and accelerometer processing decisions that are being used in 24-h MovBeh studies, across the lifespan. We aim to synthesise information on methods for assessing 24-h movement behaviors using accelerometry across all age groups. MAIN BODY PubMed, PsycINFO, SPORTDiscus, and EMBASE were searched until December 2022. Observational or intervention reports describing accelerometry methods in studies on combinations of movement behaviors, with a 24-h protocol across all ages, were included. This review included 102 studies: three studies in toddlers, 15 in preschoolers, 17 in children, 23 in adolescents and 44 in adults and older adults. The Actigraph GT3X was the most commonly used device; the majority of the included reports collected data for seven days, including three weekdays and one weekend day, with a ≥ 16 h/day per 24-h period for valid data. The criteria for non-wear time varied between ≥ 20 and ≥ 90 min of consecutive zero counts, depending on the age group. The most common epoch used was 15 or 60 s for youth and adults, respectively. The choice of sleep algorithms and SB/PA cut-points, of the included reports, depended on age and the original validation/calibration study. To deal with non-compliant participants, exclusion of non-compliant participants from the analysis was most frequently used. Most studies used diaries/logs to complement the accelerometer data. CONCLUSIONS Accelerometer protocols and methodological decisions varied considerably between reports. Therefore, consensus on methodological decisions is needed to improve precision and comparability between studies, which is challenging given the complexity of the procedures, the number of available brands and types of accelerometers, and the plethora of programming options.
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Affiliation(s)
- Bruno Rodrigues
- Faculty of Sport, University of Porto (Research Centre in Physical Activity, Health and Leisure), Porto, Portugal.
- SPRINT Sport Physical Activity and Health Research and Innovation Center, 2040-413, Rio Maior, Portugal.
- ESDRM Sport Sciences School of Rio Maior, Santarém Polytechnic University, 2040-413, Rio Maior, Portugal.
- Programa Nacional Para a Promoção de Atividade Física, Direção-Geral da Saúde, Lisbon, Portugal.
| | - António Videira-Silva
- CIDEFES (Centro de Investigação em Desporto, Educação Física e Exercício e Saúde), Universidade Lusófona, Lisbon, Portugal
| | - Luís Lopes
- Faculty of Sport, University of Porto (Research Centre in Physical Activity, Health and Leisure), Porto, Portugal
- Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
| | - Eduarda Sousa-Sá
- Faculty of Sport, University of Porto (Research Centre in Physical Activity, Health and Leisure), Porto, Portugal
- CIDEFES (Centro de Investigação em Desporto, Educação Física e Exercício e Saúde), Universidade Lusófona, Lisbon, Portugal
- Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
| | - Susana Vale
- Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
- Polytechnic Institute of Porto, Porto, Portugal
| | - Dylan P Cliff
- Early Start, School of Education, Faculty of the Arts, Social Sciences and Humanities, University of Wollongong, Wollongong, NSW, Australia
| | - Romeu Mendes
- Programa Nacional Para a Promoção de Atividade Física, Direção-Geral da Saúde, Lisbon, Portugal
- Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
- EPIUnit-Instituto de Saúde Pública, Universidade Do Porto, Porto, Portugal
- Northern Region Health Administration, Porto, Portugal
| | - Rute Santos
- Research Centre in Child Studies, University of Minho, Braga, Portugal
- Institute of Education, University of Minho, Braga, Portugal
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Li Y, Zhao G, Su L, Fu J, Sun S, Chen R, Chen D, Hu X, Jiang T, Shen F. The "supercompensation" effect of children's lockdown during COVID-19: based on the analysis of changes in physical activity, sleep, and psychology. BMC Public Health 2024; 24:1522. [PMID: 38844937 PMCID: PMC11154994 DOI: 10.1186/s12889-024-19035-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 06/03/2024] [Indexed: 06/10/2024] Open
Abstract
OBJECTIVE To investigate the "supercompensation" effect of preschoolers during the coronavirus disease 2019 lockdown by comparing the changes in physical activity (PA), psychological, and sleep indicators before and after the lockdown. METHODS A total of 127 children (aged 3-6 years) were recruited. Before and after the lockdown, the children's PA levels were measured using the ActiGraph GT3X+, and their psychological and sleep indicators were measured using the Strengths and Difficulties Questionnaire (SDQ) and Child Sleep Habit Questionnaire (CSHQ), respectively. RESULTS Regarding PA, the children's total physical activity, low-intensity physical activity, and medium-intensity physical activity (MVPA) were higher after the lockdown than before the lockdown, with significant differences in MVPA (p < 0.05). Regarding psychology, the children's SDQ and multidimensional scores were better after the lockdown than before the lockdown, with a significant difference in SDQ scores (p < 0.05). Regarding sleep, the children's CSHQ scores were better after the lockdown than before the lockdown, with a highly significant difference in CSHQ scores (p < 0.01). CONCLUSION After lockdown, children's PA, psychological, and sleep effects were "supercompensated." In particular, the PA of preschoolers before, during, and after the lockdown may show a "baseline-inhibition-supercompensation" process.
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Affiliation(s)
- Yunong Li
- School of Physical Education, Nanchang University, Nanchang, 330031, China
| | - Guanggao Zhao
- School of Physical Education, Nanchang University, Nanchang, 330031, China.
| | - Liqiang Su
- School of Physical Education, Jiangxi Normal University, Nanchang, 330027, China
| | - Jinmei Fu
- Jiangxi Sports Science Medicine Centre, Nanchang, 330006, China
| | - Shunli Sun
- Jiangxi Sports Science Medicine Centre, Nanchang, 330006, China
| | - Ruiming Chen
- School of Physical Education, Nanchang University, Nanchang, 330031, China
| | - Delong Chen
- School of Physical Education, Nanchang University, Nanchang, 330031, China
| | - Xuewen Hu
- School of Physical Education, Nanchang University, Nanchang, 330031, China
| | - Tianle Jiang
- School of Physical Education, Nanchang University, Nanchang, 330031, China
| | - Fanchao Shen
- School of Physical Education, Nanchang University, Nanchang, 330031, China
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Koivukoski H, Hasanen E, Tolvanen A, Chua T, Chia M, Vehmas H, Sääkslahti A. Meeting the WHO 24-h guidelines among 2-6-year-old children by family socioeconomic status before and during the COVID-19 pandemic: a repeated cross-sectional study. JOURNAL OF ACTIVITY, SEDENTARY AND SLEEP BEHAVIORS 2023; 2:2. [PMID: 38013787 PMCID: PMC9807983 DOI: 10.1186/s44167-022-00010-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/25/2022] [Indexed: 11/29/2023]
Abstract
Background The World Health Organization (WHO) has developed guidelines for 24-h physical activity (PA), sedentary behaviour and sleep for young children. Lower socioeconomic status (SES) has been linked to a lower likelihood of meeting these guidelines. The outbreak of the novel coronavirus disease (COVID-19) raised concerns about young children's opportunities to meet the guidelines. The study focused on the prevalence of meeting the WHO's 24-h guidelines on screen time (ST), PA and sleep among 2-6-year-old children, in association with family SES, before COVID-19 outbreak in 2019, and during the pandemic in 2020 and 2021 in Finland. Methods Data were collected at three timepoints by an online survey through day-care centres. Meeting the WHO 24-h guidelines was defined for each behaviour, from a parent-reported seven-day recall of a typical day on weekdays and weekend days and adapted to the national context. Children were considered to meet the ST guideline if they had maximum of 60 min of ST, the PA guideline if they had minimum of 60 min of outdoor PA, and the sleep guidelines if they had minimum of 11/10/9 h (2/3-5/6 years) of good or very good quality sleep. Binary logistic regression models were used to examine the odds ratios of meeting the guidelines. Results The prevalence of meeting the ST guideline was highest before the COVID-19 pandemic in 2019. The PA guideline was most met during the strict pandemic restrictions in 2020. Children from higher SES families were more likely to meet the ST and sleep duration guidelines either on weekdays or weekends. The PA guideline was met more on weekdays by children whose parents had lower education levels at all timepoints. In 2020, sleep quality guideline was less likely met by children with parents with the highest education levels. Conclusion Higher SES may increase the odds of young children meeting the ST and sleep duration guidelines, but the results are more complex regarding PA and SES. The impact of the COVID-19 pandemic on ST, outdoor PA, and sleep of young children varied by family SES, and further research is recommended to identify causality of these relationships. Supplementary Information The online version contains supplementary material available at 10.1186/s44167-022-00010-4.
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Affiliation(s)
- Henriikka Koivukoski
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Elina Hasanen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Asko Tolvanen
- Faculty of Education and Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Terence Chua
- National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Michael Chia
- National Institute of Education, Nanyang Technological University, Singapore, Singapore
| | - Hanna Vehmas
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Arja Sääkslahti
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
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The Effects of the COVID19-Related Lockdown Are Modulated by Age: An Italian Study in Toddlers and Pre-Schoolers. Brain Sci 2021; 11:brainsci11081051. [PMID: 34439670 PMCID: PMC8392271 DOI: 10.3390/brainsci11081051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/27/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
Although the issue has been repeatedly explored, data on the impact of the COVID-19 pandemic on children’s sleep quality are inconsistent. To clarify these discrepancies, here we investigate possible age-related differences. During the lockdown, 112 parents of toddlers (0–3 years, N = 61) and pre-schoolers (4–5 years, n = 51) completed an online survey including the Children’s Sleep Habits Questionnaire (CSHQ). Sleep-related items required an additional retrospective judgment, referring to the pre-pandemic period. During the lockdown, sleep schedules were delayed in both age groups whereas sleep quality (CSHQ total scores) improved in pre-schoolers but not in toddlers. Between-groups comparisons revealed that, prior to the lockdown, pre-schoolers showed worse sleep quality than toddlers, whereas this difference disappeared during home confinement. Also, pre-schoolers’ sleep timing was advanced before the lockdown and delayed during the lockdown relative to toddlers’. Our data highlight a significant modulation of age on the impact of the pandemic crisis on sleep, with pre-schoolers experiencing greater effects than toddlers. This profile suggests that factors affecting sleep features have different weights at different ages: sleep patterns would be mainly determined by developmental factors (i.e., biological drive) in younger children, whereas environmental factors (e.g., major lifestyle changes) would have a stronger effect on older ones.
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