IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i12p2799-d189287.html
   My bibliography  Save this article

Profile Resemblance in Health-Related Markers: The Portuguese Sibling Study on Growth, Fitness, Lifestyle, and Health

Author

Listed:
  • Sara Pereira

    (CIFI2D, Faculty of Sport, University of Porto, 4200-450 Porto, Portugal)

  • Peter T. Katzmarzyk

    (Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA 70808, USA)

  • Donald Hedeker

    (Department of Public Health Sciences, University of Chicago, Chicago, IL 60637, USA)

  • José Maia

    (CIFI2D, Faculty of Sport, University of Porto, 4200-450 Porto, Portugal)

Abstract

The co-occurrence of health-related markers and their associations with individual, family, and environmental characteristics have not yet been widely explored in siblings. We aimed to identify multivariate profiles of health-related markers, analyze their associations with biological, sociodemographic, and built environment characteristics, and estimate sibling resemblance in these profiles. The sample includes 736 biological siblings aged 9–20 years. Body fat was measured with a portable bioelectrical impedance scale; biological maturation was assessed with the maturity offset; handgrip strength, standing long jump, one-mile run, and shuttle run were used to mark physical fitness. Health behaviors, sociodemographic, and built environmental characteristics were recorded by questionnaire. Latent profile analysis and multilevel logistic regression models were used; sibling resemblance was estimated with the intraclass correlation ( ρ ). Two multivariate profiles emerged: “P1 = fit, lower fat and poorer diet” (86.7%) and “P2 = higher fat and lower fit, but better diet” (13.3%). Siblings whose fathers were less qualified in their occupation were more likely to belong to P2 (OR = 1.24, p = 0.04); those whose fathers with Grade 12 and university level education were more likely to fit in P2 compared to peers living with fathers having an educational level below Grade 12 (OR = 3.18, p = 0.03, and OR = 6.40, p = 0.02, Grade 12 and university level, respectively). A moderate sibling profile resemblance was found (0.46 ≤ ρ ≤ 0.55). In conclusion, youth health-related markers present substantial differences linked with their body composition, physical fitness and unhealthy diet. Furthermore, only father socio-demographic characteristics were associated with profile membership. Sibling´s profile resemblance mirrors the effects of genetics and shared characteristics.

Suggested Citation

  • Sara Pereira & Peter T. Katzmarzyk & Donald Hedeker & José Maia, 2018. "Profile Resemblance in Health-Related Markers: The Portuguese Sibling Study on Growth, Fitness, Lifestyle, and Health," IJERPH, MDPI, vol. 15(12), pages 1-14, December.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:12:p:2799-:d:189287
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/12/2799/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/15/12/2799/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Josef Mitáš & Krzysztof Sas-Nowosielski & Dorota Groffik & Karel Frömel, 2018. "The Safety of the Neighborhood Environment and Physical Activity in Czech and Polish Adolescents," IJERPH, MDPI, vol. 15(1), pages 1-11, January.
    2. Peter Collins & Yahya Al-Nakeeb & Alan Nevill & Mark Lyons, 2012. "The Impact of the Built Environment on Young People’s Physical Activity Patterns: A Suburban-Rural Comparison Using GPS," IJERPH, MDPI, vol. 9(9), pages 1-21, August.
    3. Garden Tabacchi & Avery Faigenbaum & Monèm Jemni & Ewan Thomas & Laura Capranica & Antonio Palma & Joao Breda & Antonino Bianco, 2018. "Profiles of Physical Fitness Risk Behaviours in School Adolescents from the ASSO Project: A Latent Class Analysis," IJERPH, MDPI, vol. 15(9), pages 1-17, September.
    4. Nora Wiium & Kyrre Breivik & Bente Wold, 2015. "Growth Trajectories of Health Behaviors from Adolescence through Young Adulthood," IJERPH, MDPI, vol. 12(11), pages 1-19, October.
    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. George Danut Mocanu & Gabriel Murariu & Dan Munteanu, 2021. "The Influence of Socio-Demographic Factors on the Forms of Leisure for the Students at the Faculty of Physical Education and Sports," IJERPH, MDPI, vol. 18(23), pages 1-24, November.
    2. Ante Krolo & Barbara Gilic & Nikola Foretic & Haris Pojskic & Raouf Hammami & Miodrag Spasic & Ognjen Uljevic & Sime Versic & Damir Sekulic, 2020. "Agility Testing in Youth Football (Soccer)Players; Evaluating Reliability, Validity, and Correlates of Newly Developed Testing Protocols," IJERPH, MDPI, vol. 17(1), pages 1-15, January.
    3. Dorota Groffik & Karel Frömel & Mateusz Ziemba & Josef Mitáš, 2021. "The Association between Participation in Organized Physical Activity and the Structure of Weekly Physical Activity in Polish Adolescents," IJERPH, MDPI, vol. 18(4), pages 1-12, February.
    4. Diego Sales & Victor Matsudo & Mauro Fisberg & Clemens Drenowatz & Adilson Marques & Gerson Ferrari, 2022. "Perception of the Neighborhood Environment, Physical Activity by Domain and Sitting Time in Brazilian Adults," IJERPH, MDPI, vol. 19(23), pages 1-14, November.
    5. Irinja Lounassalo & Mirja Hirvensalo & Anna Kankaanpää & Asko Tolvanen & Sanna Palomäki & Kasper Salin & Mikael Fogelholm & Xiaolin Yang & Katja Pahkala & Suvi Rovio & Nina Hutri-Kähönen & Olli Raitak, 2019. "Associations of Leisure-Time Physical Activity Trajectories with Fruit and Vegetable Consumption from Childhood to Adulthood: The Cardiovascular Risk in Young Finns Study," IJERPH, MDPI, vol. 16(22), pages 1-17, November.
    6. Scott C. Brown & Tatiana Perrino & Joanna Lombard & Kefeng Wang & Matthew Toro & Tatjana Rundek & Carolina Marinovic Gutierrez & Chuanhui Dong & Elizabeth Plater-Zyberk & Maria I. Nardi & Jack Kardys , 2018. "Health Disparities in the Relationship of Neighborhood Greenness to Mental Health Outcomes in 249,405 U.S. Medicare Beneficiaries," IJERPH, MDPI, vol. 15(3), pages 1-11, March.
    7. Maria Cieśla & Elżbieta Macioszek, 2022. "The Perspective Projects Promoting Sustainable Mobility by Active Travel to School on the Example of the Southern Poland Region," Sustainability, MDPI, vol. 14(16), pages 1-18, August.
    8. Anna Seiterö & Kristin Thomas & Marie Löf & Ulrika Müssener, 2022. "Exploring the Black Box of an mHealth Intervention (LIFE4YOUth): A Qualitative Process and Outcome Evaluation of End-User Engagement," IJERPH, MDPI, vol. 19(21), pages 1-15, October.
    9. František Chmelík & Karel Frömel & Dorota Groffik & Michal Šafář & Josef Mitáš, 2021. "Does Vigorous Physical Activity Contribute to Adolescent Life Satisfaction?," IJERPH, MDPI, vol. 18(5), pages 1-12, February.
    10. Vieri Lastrucci & Marco Lazzeretti & Francesco Innocenti & Chiara Lorini & Alice Berti & Caterina Silvestri & Fabrizio Chiesi & Annamaria Schirripa & Sonia Paoli & Giulia Di Pisa & Andrea Moscadelli &, 2022. "Trends in Adolescent Health Risk Behaviors and Wellbeing: A 10 Year Observation from the EDIT Surveillance of Tuscany Region, Italy," IJERPH, MDPI, vol. 19(11), pages 1-18, June.
    11. Anne Kelso & Anne K Reimers & Karim Abu-Omar & Kathrin Wunsch & Claudia Niessner & Hagen Wäsche & Yolanda Demetriou, 2021. "Locations of Physical Activity: Where Are Children, Adolescents, and Adults Physically Active? A Systematic Review," IJERPH, MDPI, vol. 18(3), pages 1-35, January.
    12. Carlos Bou-Sospedra & Mireia Adelantado-Renau & Maria Reyes Beltran-Valls & Diego Moliner-Urdiales, 2020. "Association between Health-Related Physical Fitness and Self-Rated Risk of Depression in Adolescents: Dados Study," IJERPH, MDPI, vol. 17(12), pages 1-9, June.
    13. James N. Roemmich & LuAnn Johnson & Grace Oberg & Joley E. Beeler & Kelsey E. Ufholz, 2018. "Youth and Adult Visitation and Physical Activity Intensity at Rural and Urban Parks," IJERPH, MDPI, vol. 15(8), pages 1-12, August.
    14. Yuliang Sun & Chunzhen He & Xinxin Zhang & Wenfei Zhu, 2020. "Association of Built Environment with Physical Activity and Physical Fitness in Men and Women Living inside the City Wall of Xi’an, China," IJERPH, MDPI, vol. 17(14), pages 1-13, July.
    15. Haein Lee & In-Seo La, 2021. "Latent Class Analysis of Obesogenic Behaviors among Korean Adolescents: Associations with Weight-Related Outcomes," IJERPH, MDPI, vol. 18(21), pages 1-14, October.
    16. Roohi Kharofa & Robert Siegel & Kristin Stackpole, 2019. "What to Do about Childhood Obesity?," IJERPH, MDPI, vol. 16(20), pages 1-4, October.
    17. Samantha Moss & Xiaoxia Zhang & Ziyad Ben Taleb & Xiangli Gu, 2024. "The Associations of Physical Activity and Health-Risk Behaviors toward Depressive Symptoms among College Students: Gender and Obesity Disparities," IJERPH, MDPI, vol. 21(4), pages 1-11, March.
    18. Karel Frömel & Dorota Groffik & Josef Mitáš & Jan Dygrýn & Petr Valach & Michal Šafář, 2020. "Active Travel of Czech and Polish Adolescents in Relation to Their Well-Being: Support for Physical Activity and Health," IJERPH, MDPI, vol. 17(6), pages 1-13, March.
    19. Hamida Mubasshera, 2024. "Pornography usage during adolescence: Does it lead to risky sexual behavior?," Health Economics, John Wiley & Sons, Ltd., vol. 33(8), pages 1682-1704, August.
    20. Hanna Remes & Maria Palma Carvajal & Riina Peltonen & Pekka Martikainen & Alice Goisis, 2022. "The Well-Being of Adolescents Conceived Through Medically Assisted Reproduction: A Population-Level and Within-Family Analysis," European Journal of Population, Springer;European Association for Population Studies, vol. 38(5), pages 915-949, 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:15:y:2018:i:12:p:2799-:d:189287. 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.