IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0216017.html
   My bibliography  Save this article

Number of days required to estimate physical activity constructs objectively measured in different age groups: Findings from three Brazilian (Pelotas) population-based birth cohorts

Author

Listed:
  • Luiza Isnardi Cardoso Ricardo
  • Andrea Wendt
  • Leony Morgana Galliano
  • Werner de Andrade Muller
  • Gloria Izabel Niño Cruz
  • Fernando Wehrmeister
  • Soren Brage
  • Ulf Ekelund
  • Inácio Crochemore M. Silva

Abstract

Purpose: The present study aims to estimate the minimum number of accelerometer measurement days needed to estimate habitual physical activity (PA) among 6- (2010), 18- (2011) and 30- (2012) year-old participants, belonging to three population-based Brazilian birth cohorts. Method: PA was assessed by triaxial wrist-worn GENEActiv accelerometers and the present analysis is restricted to participants with at least 6 consecutive days of measurement. Accelerometer raw data were analyzed with R-package GGIR. Description of PA measures (overall PA, moderate-to-vigorous PA (MVPA), light PA (LPA)) on weekdays and weekend days were conducted, and statistical differences were tested with chi-squared and Kruskal-Wallis tests. Spearman Brown Formulae was applied to test reliability of different number of days of accelerometer use. Results: Differences between week and weekend days regarding LPA, MVPA and overall PA, were only observed among 30-year-olds. Higher levels of MVPA (p = 0.006) and overall PA (p 0.70, two and three days of measurement were needed in adults and children, respectively. For LPA, a reliability coefficient >0.70 was achieved with five days in 6-year-old children, three days in 18-year-old young adults, and four days in 30-year-old adults. Considering MVPA, four days would be necessary to represent a week of measurement among all cohort groups. Conclusion: Our results show that four and five measurement days are needed to estimate all habitual PA constructs, for children and adults, respectively. Also, among 30-year-old adults, it is important to make efforts towards weekend days measurement.

Suggested Citation

  • Luiza Isnardi Cardoso Ricardo & Andrea Wendt & Leony Morgana Galliano & Werner de Andrade Muller & Gloria Izabel Niño Cruz & Fernando Wehrmeister & Soren Brage & Ulf Ekelund & Inácio Crochemore M. Sil, 2020. "Number of days required to estimate physical activity constructs objectively measured in different age groups: Findings from three Brazilian (Pelotas) population-based birth cohorts," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-13, January.
    • Handle: RePEc:plo:pone00:0216017
    DOI: 10.1371/journal.pone.0216017
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216017
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0216017&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0216017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rob Eisinga & Manfred Grotenhuis & Ben Pelzer, 2013. "The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(4), pages 637-642, August.
    2. Aiden Doherty & Dan Jackson & Nils Hammerla & Thomas Plötz & Patrick Olivier & Malcolm H Granat & Tom White & Vincent T van Hees & Michael I Trenell & Christoper G Owen & Stephen J Preece & Rob Gillio, 2017. "Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study," PLOS ONE, Public Library of Science, vol. 12(2), pages 1-14, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mark W. Orme & Akila R. Jayamaha & Lais Santin & Sally J. Singh & Fabio Pitta, 2022. "A Call for Action on Chronic Respiratory Diseases within Physical Activity Policies, Guidelines and Action Plans: Let’s Move!," IJERPH, MDPI, vol. 19(24), pages 1-11, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Francesco La Barbera & Mario Amato & Roberta Riverso & Fabio Verneau, 2022. "Social Emotions and Good Provider Norms in Tackling Household Food Waste: An Extension of the Theory of Planned Behavior," Sustainability, MDPI, vol. 14(15), pages 1-12, August.
    2. Kong Juan & Kepili Ema Izati Binti Zull, 2023. "A Survey Analysis: The Current Real Estate Marketing Situation in the China Greater Bay Area in the Context of the COVID-19 Epidemic," Real Estate Management and Valuation, Sciendo, vol. 31(3), pages 1-19, September.
    3. Karen Birna Thorvaldsdottir & Sigridur Halldorsdottir & Denise M. Saint Arnault, 2021. "Understanding and Measuring Help-Seeking Barriers among Intimate Partner Violence Survivors: Mixed-Methods Validation Study of the Icelandic Barriers to Help-Seeking for Trauma (BHS-TR) Scale," IJERPH, MDPI, vol. 19(1), pages 1-21, December.
    4. Stefan Hoffmann & Tom Joerß & Robert Mai & Payam Akbar, 2022. "Augmented reality-delivered product information at the point of sale: when information controllability backfires," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 743-776, July.
    5. Simon Fauser & David Agola, 2021. "The influence of regional Italian images on consumer behaviour: a study of consumers in Germany," Italian Journal of Marketing, Springer, vol. 2021(1), pages 129-158, June.
    6. Peter Heimerl & Marco Haid & Lea Benedikt & Ursula Scholl-Grissemann, 2020. "Factors Influencing Job Satisfaction in Hospitality Industry," SAGE Open, , vol. 10(4), pages 21582440209, December.
    7. Wang, Saerom & Kirillova, Ksenia & Lehto, Xinran, 2017. "Reconciling unsatisfying tourism experiences: Message type effectiveness and the role of counterfactual thinking," Tourism Management, Elsevier, vol. 60(C), pages 233-243.
    8. Cleonaldo Gonçalves Santos & Maurício Almeida & Mauro Lúcio de Oliveira Júnior & Tiffany A. Brown & Pedro Henrique Berbert de Carvalho, 2023. "Psychometric Evaluation of the Drive for Muscularity Scale and the Muscle Dysmorphic Disorder Inventory among Brazilian Cisgender Gay and Bisexual Adult Men," IJERPH, MDPI, vol. 20(2), pages 1-15, January.
    9. Ryo Okada, 2021. "Autonomy-Supportive Classroom Climate in Mixed-Grade Classes in a Japanese Elementary School," Journal of Educational and Developmental Psychology, Canadian Center of Science and Education, vol. 11(2), pages 1-39, November.
    10. Ritu Mehta, 2020. "Gender-based differences in consumer decision-making styles: implications for marketers," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 47(3), pages 319-329, September.
    11. Cristina Mazza & Eleonora Ricci & Daniela Marchetti & Lilybeth Fontanesi & Serena Di Giandomenico & Maria Cristina Verrocchio & Paolo Roma, 2020. "How Personality Relates to Distress in Parents during the Covid-19 Lockdown: The Mediating Role of Child’s Emotional and Behavioral Difficulties and the Moderating Effect of Living with Other People," IJERPH, MDPI, vol. 17(17), pages 1-13, August.
    12. Daniel S. Feinberg, 2021. "What factors predict the quality of hazard mitigation plans in Washington State?," Climatic Change, Springer, vol. 164(1), pages 1-29, January.
    13. Xinyue Li & Hongyu Zhao, 2020. "Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms," PLOS Genetics, Public Library of Science, vol. 16(10), pages 1-22, October.
    14. Askerbekov, Dauren & Garza-Reyes, Jose Arturo & Roy Ghatak, Ranjit & Joshi, Rohit & Kandasamy, Jayakrishna & Luiz de Mattos Nascimento, Daniel, 2024. "Embracing drones and the Internet of drones systems in manufacturing – An exploration of obstacles," Technology in Society, Elsevier, vol. 78(C).
    15. Hoffmann, Stefan & Lasarov, Wassili & Reimers, Hanna, 2022. "Carbon footprint tracking apps. What drives consumers' adoption intention?," Technology in Society, Elsevier, vol. 69(C).
    16. Yue Tang & Li Zhu & Xiaokang Wang, 2024. "Quantitative Analysis of the Evolution of Production–Living–Ecological Space in Traditional Villages: A Comparative Study of Rural Areas in Tibet," Land, MDPI, vol. 13(11), pages 1-23, November.
    17. Thomas G. Brooks & Nicholas F. Lahens & Gregory R. Grant & Yvette I. Sheline & Garret A. FitzGerald & Carsten Skarke, 2023. "Diurnal rhythms of wrist temperature are associated with future disease risk in the UK Biobank," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    18. Wiklund, Johan & Yu, Wei & Tucker, Reginald & Marino, Louis D., 2017. "ADHD, impulsivity and entrepreneurship," Journal of Business Venturing, Elsevier, vol. 32(6), pages 627-656.
    19. Karen Bartholomeyczik & Michael T. Knierim & Christof Weinhardt & Gabriele Oettingen & Ulrich Ebner-Priemer, 2024. "Capturing Flow Experiences in Everyday Life: A Comparison of Recall and Momentary Measurement," Journal of Happiness Studies, Springer, vol. 25(6), pages 1-26, August.
    20. Yao, Jun & Oppewal, Harmen, 2016. "Unit Pricing Increases Price Sensitivity Even When Products are of Identical Size," Journal of Retailing, Elsevier, vol. 92(1), pages 109-121.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0216017. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.