IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i3p2004-d1043618.html
   My bibliography  Save this article

Moderate–Vigorous Physical Activity, Screen Time and Sleep Time Profiles: A Cluster Analysis in Spanish Adolescents

Author

Listed:
  • Daniel Sanz-Martín

    (Department of Didactics of Musical, Plastic and Corporal Expression, Faculty of Humanities and Educational Sciences, University of Jaén, 23071 Jaén, Spain)

  • Félix Zurita-Ortega

    (Department of Didactics Musical, Plastic and Corporal Expression, Faculty of Education Science, University of Granada, 18071 Granada, Spain)

  • Germán Ruiz-Tendero

    (Department of Languages, Arts and Physical Education Teaching, Faculty of Education, Complutense University of Madrid, 28040 Madrid, Spain)

  • José Luis Ubago-Jiménez

    (Department of Didactics Musical, Plastic and Corporal Expression, Faculty of Education Science, University of Granada, 18071 Granada, Spain)

Abstract

The study had two aims: (1) To classify the adolescents according to their levels of moderate–vigorous physical activity, screen time and sleep time, and (2) to analyze, in a descriptive and correlational manner, the profiles of moderate–vigorous physical activity, screen time and sleep time of each cluster according to the sex and grade of the adolescents. The study design was cross-sectional, with descriptive and correlational analysis. The sample consisted of 663 adolescents in Compulsory Secondary Education from Soria (Spain). The Four by One-Day Physical Activity Questionnaire was used to measure levels of physical activity, screen time and sleep time. The results showed that the young people had an average of 67.99 ± min/day of moderate–vigorous physical activity, 112.56 min/day of screen time and 548.63 min/day of sleep time. Adolescents were classified into three clusters according to their levels of physical activity, screen time and sleep time (F MANOVA (6,1318) = 314.439; p ≤ 0.001; β = 1; f = 1.177). In conclusion, only 28.21% of the young people accomplished the recommendations for physical activity practice, screen time and sleep time. Moreover, these results vary according to the sex and grade of the adolescents.

Suggested Citation

  • Daniel Sanz-Martín & Félix Zurita-Ortega & Germán Ruiz-Tendero & José Luis Ubago-Jiménez, 2023. "Moderate–Vigorous Physical Activity, Screen Time and Sleep Time Profiles: A Cluster Analysis in Spanish Adolescents," IJERPH, MDPI, vol. 20(3), pages 1-13, January.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:3:p:2004-:d:1043618
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/3/2004/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/3/2004/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefanie Braig & Jon Genuneit & Viola Walter & Stephanie Brandt & Martin Wabitsch & Lutz Goldbeck & Hermann Brenner & Dietrich Rothenbacher, 2018. "Screen Time, Physical Activity and Self-Esteem in Children: The Ulm Birth Cohort Study," IJERPH, MDPI, vol. 15(6), pages 1-12, June.
    2. Wen-Yi Wang & Yu-Ling Hsieh & Ming-Chun Hsueh & Yang Liu & Yung Liao, 2019. "Accelerometer-Measured Physical Activity and Sedentary Behavior Patterns in Taiwanese Adolescents," IJERPH, MDPI, vol. 16(22), pages 1-11, November.
    3. Francisco Jesús Llorente-Cantarero & Francisco Javier Aguilar-Gómez & Augusto Anguita-Ruiz & Azahara Iris Rupérez & Rocío Vázquez-Cobela & Katherine Flores-Rojas & Concepción M. Aguilera & Esther M. G, 2020. "Changes in Physical Activity Patterns from Childhood to Adolescence: Genobox Longitudinal Study," IJERPH, MDPI, vol. 17(19), pages 1-14, October.
    4. Daniel Sanz-Martín & Eduardo Melguizo-Ibáñez & Germán Ruiz-Tendero & José Luis Ubago-Jiménez, 2022. "An Explanatory Model of the Relationships between Physical Activity, Social Support and Screen Time among Adolescents," IJERPH, MDPI, vol. 19(12), pages 1-12, June.
    5. Furong Xu & Sue K. Adams & Steven A. Cohen & Jacob E. Earp & Mary L. Greaney, 2019. "Relationship between Physical Activity, Screen Time, and Sleep Quantity and Quality in US Adolescents Aged 16–19," IJERPH, MDPI, vol. 16(9), pages 1-12, April.
    6. Ariane Ghekiere & Jelle Van Cauwenberg & Ann Vandendriessche & Joanna Inchley & Margarida Gaspar de Matos & Alberto Borraccino & Inese Gobina & Jorma Tynjälä & Benedicte Deforche & Bart De Clercq, 2019. "Trends in sleeping difficulties among European adolescents: Are these associated with physical inactivity and excessive screen time?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(4), pages 487-498, May.
    Full references (including those not matched with items on IDEAS)

    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. Miriam Blume & Petra Rattay, 2021. "Association between Physical Activity and Sleep Difficulties among Adolescents in Germany: The Role of Socioeconomic Status," IJERPH, MDPI, vol. 18(18), pages 1-17, September.
    2. Takafumi Nishioka & Hideki Hasunuma & Masumi Okuda & Naoko Taniguchi & Tetsuro Fujino & Hideki Shimomura & Yasuhiko Tanaka & Masayuki Shima & Yasuhiro Takeshima & Japan Environment and Children’s Stud, 2022. "Effects of Screen Viewing Time on Sleep Duration and Bedtime in Children Aged 1 and 3 Years: Japan Environment and Children’s Study," IJERPH, MDPI, vol. 19(7), pages 1-13, March.
    3. Solvita Klavina-Makrecka & Inese Gobina & Toms Pulmanis & Iveta Pudule & Anita Villerusa, 2020. "Insufficient sleep duration in association with self-reported pain and corresponding medicine use among adolescents: a cross-sectional population-based study in Latvia," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(8), pages 1365-1371, November.
    4. Manuel Ávila-García & María Esojo-Rivas & Emilio Villa-González & Pablo Tercedor & Francisco Javier Huertas-Delgado, 2021. "Relationship between Sedentary Time, Physical Activity, and Health-Related Quality of Life in Spanish Children," IJERPH, MDPI, vol. 18(5), pages 1-11, March.
    5. Rosa S. Wong & Keith T. S. Tung & Nirmala Rao & Frederick K. W. Ho & Ko Ling Chan & King-Wa Fu & Winnie W. Y. Tso & Fan Jiang & Jason C. S. Yam & David Coghill & Ian C. K. Wong & Patrick Ip, 2021. "A Longitudinal Study of the Relation between Childhood Activities and Psychosocial Adjustment in Early Adolescence," IJERPH, MDPI, vol. 18(10), pages 1-11, May.
    6. Xin Tian & Jian Fu & Jiaxue Tian & Yu Yang & Wenjie Liang & Wencui Fan & Renqing Zhao, 2021. "The Efficacy of Brief School-Based Exercise Programs in Improving Pubertal Bone Mass and Physical Fitness: A Randomized Controlled Trial," IJERPH, MDPI, vol. 18(18), pages 1-13, September.
    7. Fang Yin & Chaoyi Chen & Suyi Song & Zhuo Chen & Zhiming Jiao & Ziqi Yan & Gang Yin & Zhanchun Feng, 2022. "Factors Affecting University Students’ Sleep Quality during the Normalisation of COVID-19 Epidemic Prevention and Control in China: A Cross-Sectional Study," Sustainability, MDPI, vol. 14(17), pages 1-11, August.
    8. Xiao Hou & Jing-Min Liu & Zheng-Yan Tang & Bing Ruan & Xu-Yao Cao, 2020. "The Gender Difference in Association between Home-Based Environment and Different Physical Behaviors of Chinese Adolescents," IJERPH, MDPI, vol. 17(21), pages 1-15, November.
    9. Michela Bersia & Paola Berchialla & Lorena Charrier & Patrizia Lemma & Alberto Borraccino & Paola Nardone & Daniela Pierannunzio & Silvia Ciardullo & Rosanna Irene Comoretto & Paola Dalmasso, 2022. "Mental Well-Being: 2010–2018 Trends among Italian Adolescents," IJERPH, MDPI, vol. 19(2), pages 1-19, January.
    10. Daniel Sanz-Martín & Eduardo Melguizo-Ibáñez & Germán Ruiz-Tendero & José Luis Ubago-Jiménez, 2022. "An Explanatory Model of the Relationships between Physical Activity, Social Support and Screen Time among Adolescents," IJERPH, MDPI, vol. 19(12), pages 1-12, June.
    11. Magdalena Górnicka & Jadwiga Hamulka & Lidia Wadolowska & Joanna Kowalkowska & Eliza Kostyra & Marzena Tomaszewska & Jan Czeczelewski & Monika Bronkowska, 2020. "Activity–Inactivity Patterns, Screen Time, and Physical Activity: The Association with Overweight, Central Obesity and Muscle Strength in Polish Teenagers. Report from the ABC of Healthy Eating Study," IJERPH, MDPI, vol. 17(21), pages 1-21, October.
    12. Lilian Krist & Stephanie Roll & Nanette Stroebele-Benschop & Nina Rieckmann & Jacqueline Müller-Nordhorn & Christin Bürger & Stefan N. Willich & Falk Müller-Riemenschneider, 2020. "Determinants of Physical Activity and Screen Time Trajectories in 7th to 9th Grade Adolescents—A Longitudinal Study," IJERPH, MDPI, vol. 17(4), pages 1-15, February.
    13. Laura Bitto Urbanova & Jana Holubcikova & Andrea Madarasova Geckova & Sijmen A. Reijneveld & Jitse P. van Dijk, 2019. "Does Life Satisfaction Mediate the Association between Socioeconomic Status and Excessive Internet Use?," IJERPH, MDPI, vol. 16(20), pages 1-10, October.
    14. Baiden, Philip & Azasu, Enoch & LaBrenz, Catherine A. & Baiden, John F. & Gobodzo, Edinam C. & Mets, Vera E. & Broni, Marisa N., 2024. "Exposure to neighborhood violence and insufficient sleep among adolescents in the United States: Findings from a population-based study," Children and Youth Services Review, Elsevier, vol. 156(C).
    15. Nele Van Doren & Katrien De Cocker & Tom De Clerck & Arwen Vangilbergen & Ruben Vanderlinde & Leen Haerens, 2021. "The Relation between Physical Education Teachers’ (De-)Motivating Style, Students’ Motivation, and Students’ Physical Activity: A Multilevel Approach," IJERPH, MDPI, vol. 18(14), pages 1-17, July.
    16. Eduardo Melguizo-Ibáñez & Félix Zurita-Ortega & Gabriel González-Valero & Pilar Puertas-Molero & Georgian Badicu & Gianpiero Greco & Stefania Cataldi & Francesco Fischetti, 2022. "Alcohol, Tobacco and Cannabis Consumption on Physical Activity and Physical and Social Self-Concept in Secondary School Students: An Explanatory Model Regarding Gender," IJERPH, MDPI, vol. 19(16), pages 1-14, August.
    17. Moisés Grimaldi-Puyana & José María Fernández-Batanero & Curtis Fennell & Borja Sañudo, 2020. "Associations of Objectively-Assessed Smartphone Use with Physical Activity, Sedentary Behavior, Mood, and Sleep Quality in Young Adults: A Cross-Sectional Study," IJERPH, MDPI, vol. 17(10), pages 1-12, May.
    18. Daniel Sanz-Martín & José Luis Ubago-Jiménez & Germán Ruiz-Tendero & Félix Zurita-Ortega, 2022. "Moderate-Vigorous Physical Activity, Family Support, Peer Support, and Screen Time: An Explanatory Model," IJERPH, MDPI, vol. 19(23), pages 1-9, December.

    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:gam:jijerp:v:20:y:2023:i:3:p:2004-:d:1043618. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.