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Alturki HA, Brookes DS, Davies PS. Does spending more time on electronic screen devices determine the weight outcomes in obese and normal weight Saudi Arabian children? Saudi Med J 2020; 41:79-87. [PMID: 31915799 PMCID: PMC7001063 DOI: 10.15537/smj.2020.1.24786] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Objectives: To gather data and investigate if ownership and duration of using electronic devices determines the weight status in an urban Saudi school-aged child. Methods: A multicenter, cross-sectional study conducted in Riyadh, Saudi Arabia between December 2015 and March 2016. A total of 1023 child were randomly selected, aged 9.00 to 11.99 years. The participants were divided into 2 groups (normal weight and obese), and further stratified by gender. As self-paced questionnaire was used to collect sedentary behaviors data, in addition to the anthropometric measurements and body fat composition of the participants. Results: Hours spent watching TV/DVD/videos were not significantly different between the participating groups or both genders, be it during weekdays (p=0.75) or on weekends (p=0.93). Electronic device utilization hours were significantly different between the groups, specifically in boys. Obese children, particularly during weekdays, had higher utilization rates of tablets and mobile phones at p<0.01 in weekdays and weekends. The most popular electronic device owned was a tablet (67.1% among normal weight and 70.2% obese groups). This was followed by gaming consoles owned, predominantly by boys rather than girls. Ownership of a smartphone was significantly higher in the obese group p=0.01), especially in boys (p=0.01). Conclusion: Using modern electronic screen devices has begun to replace TV viewing. Excessive use of internet, and watching electronic screen devices, especially mobiles and tablets, have been associated with the increasing risk of obesity in urban Saudi school-aged child.
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Affiliation(s)
- Hmidan A Alturki
- Child Health Research Centre, Centre for Children's Health Research, University of Queensland, Brisbane, Australia. E-mail.
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Hércules E, Peralta M, Henriques-Neto D, Rodrigues L, Galvão MR, Cavichiolli F, Marques A. The influence of socioeconomic status and age on the prevalence of overweight and obesity among 5 to 10-year-old children in Curitiba, Brazil. Am J Hum Biol 2020; 32:e23424. [PMID: 32320119 DOI: 10.1002/ajhb.23424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 03/24/2020] [Accepted: 04/06/2020] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE The aim of this study was to examine the influence of the socioeconomic status (SES) and age on the prevalence of overweight and obesity among 5 to 10-year-old children from Brazil. METHODS The sample consisted of 80 782 (41 063 boys) students aged 5 to 10-year-old. Height and weight were measured and body mass index (BMI) was calculated. SES was self-reported by parents when registering for school in the same year as the assessment. RESULTS An increasing trend in the prevalence of obesity, for boys and girls, and overweight, for girls, as they got older was observed. The prevalence of obesity was greater among medium SES boys, 18.1% (95% CI: 17.7, 18.6), and girls, 18.1% (95% CI: 17.7, 18.6), compared with low SES. For each year boys and girls get older their odds of being underweight, overweight and obese increase. Medium and high SES boys were 23% (95% CI: 1.14, 1.32) and 25% (95%CI: 1.03, 1.52) more likely to be obese than low SES boys. Girls with high SES were 20% (OR = 1.20; 95% CI: 1.10, 1.31) more likely of being obese than girls with low SES. Furthermore, age and being in the medium SES for both sexes and in the high SES for boys was positively related to the BMI z-score. CONCLUSION Both age and SES were factors associated with obesity among Brazilian children. For public health policies to be effective, it is necessary to understand why higher SES children and older children have higher risk and prevalence of obesity and overweight.
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Affiliation(s)
- Emília Hércules
- Departamento de Educação Física, Universidade Federal do Paraná, Curitiba, Brazil
| | - Miguel Peralta
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal.,ISAMB, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | | | - Liziane Rodrigues
- Departamento de Logística, Prefeitura Municipal de Curitiba, Curitiba, Brazil
| | - Maria Rosi Galvão
- Departamento de Logística, Prefeitura Municipal de Curitiba, Curitiba, Brazil
| | | | - Adilson Marques
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal.,ISAMB, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
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Sigmund E, Badura P, Sigmundová D, Voráčová J, Zacpal J, Kalman M, Pavelka J, Vokacová J, Hobza V, Hamrik Z. Trends and correlates of overweight/obesity in Czech adolescents in relation to family socioeconomic status over a 12-year study period (2002-2014). BMC Public Health 2018; 18:122. [PMID: 29321055 PMCID: PMC5764007 DOI: 10.1186/s12889-017-5013-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 12/20/2017] [Indexed: 11/24/2022] Open
Abstract
Background This study examined a) trends in overweight/obesity, moderate-to-vigorous physical activity (MVPA), and screen time (ST) among Czech adolescents over a 12-year study period (2002–2014) in relation to family affluence (FA) and b) correlates of adolescent overweight/obesity from different FA categories. Methods A nationally representative sample of 18,250 adolescents (51.4% girls) aged 10.5–16.5 years was drawn from the Czech Health Behaviour in School-aged Children questionnaire-based surveys in 2002, 2006, 2010, and 2014. Using the FA scale, the socioeconomic status (SES) of the respondents’ families was assessed. SES-stratified trends in the prevalence of overweight/obesity meeting the MVPA (≥60 min/day), and ST (≤2 h/day) recommendations were assessed using logistic regression. Results A trend-related significant increase (p < 0.05) in the prevalence of overweight/obesity was observed in low−/medium-FA boys and medium−/high-FA girls. Unlike in high-FA adolescents, a significant decrease was revealed in the rates of meeting the MVPA recommendation in low-FA boys (28.9%2002 → 23.3%2014, OR = 0.75, 95% CI = 0.59–0.95, p < 0.05) and girls (22.3%2002 → 17.3%2014, OR = 0.73, 95% CI = 0.57–0.92, p < 0.01). A significant (p < 0.001) trend-related increase in excessive ST was evident in adolescents regardless of gender and FA category. Generally, girls and older adolescents had lower odds of overweight/obesity than boys and 11-year-old adolescents. While in the high-FA category of adolescents, achieving 60 min of MVPA daily and the absence of excessive ST on weekdays significantly (p < 0.01) reduced their odds of being overweight/obese, in low-FA adolescents this was not the case. Conclusions High rates of overweight/obesity and a poor level of daily MVPA among low-FA children provide disturbing evidence highlighting the necessity of public health efforts to implement obesity reduction interventions for this disadvantaged population.
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Affiliation(s)
- Erik Sigmund
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic.
| | - Petr Badura
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Dagmar Sigmundová
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Jaroslava Voráčová
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Jiří Zacpal
- Department of Computer Science, Faculty of Science, Palacký University Olomouc, Tr. 17. Listopadu, 77146, Olomouc, Czech Republic
| | - Michal Kalman
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Jan Pavelka
- Institute of Active Lifestyle, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Jana Vokacová
- Department of Social Sciences in Kinanthropology, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Vladimír Hobza
- Department of Recreation and Leisure Studies, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
| | - Zdenek Hamrik
- Department of Recreation and Leisure Studies, Faculty of Physical Culture, Palacký University Olomouc, Tr. Miru 117, 77111, Olomouc, Czech Republic
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Marques A, Gaspar de Matos M, Machado M, Naia A, Mota J. The Prevalence of Overweight and Obesity in Adolescents from 1988 to 2014: Results from the HBSC Portuguese Survey. PORTUGUESE JOURNAL OF PUBLIC HEALTH 2018. [DOI: 10.1159/000493987] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
<b><i>Objective:</i></b> Using a national representative sample of Portuguese adolescents, this study aimed to report the prevalence of overweight and obesity over 16 years, from 1998 to 2014. <b><i>Methods:</i></b> The total sample comprised 26,479 adolescents (12,711 boys and 13,768 girls) aged 11–16 years (mean age ± SD = 13.5 ± 1.7) from the Health Behaviour in School-aged Children (HBSC) Portuguese survey cohorts from 1998 (<i>n</i> = 5,999), 2002 (<i>n</i> = 5,454), 2006 (<i>n</i> = 4,430), 2010 (<i>n</i> = 4,702), and 2014 (<i>n</i> = 5,894). Weight and height were self-reported. The prevalence of overweight and obesity was calculated along with a 95% confidence interval (CI). <b><i>Results:</i></b> The highest prevalence of overweight and obesity was achieved in 2010 (20.5%; 95% CI: 19.5, 21.9) and the lowest in 1998 (17.8%; 95% CI: 16.8, 18.8). The results of trend tests between 1998 and 2014 show that there was no significant change in overweight and obesity prevalence. Although the prevalence of obesity increased from 1998 to 2014 for the entire sample (0.8%; 95% CI: –5.5, 7.0), for boys (1.1%; 95% CI: –4.1, 6.3), and girls (0.5%; 95% CI: –4.5, 5.4), there were no significant changes in obesity prevalence. <b><i>Conclusion:</i></b> The prevalence of overweight and obesity in Portuguese adolescents was around 20% between 1998 and 2014. The extent of overweight and obesity seems to have stabilized over time.
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Santos A, Silva-Santos S, Andaki A, Mendes EL, Vale S, Mota J. Screen time between Portuguese and Brazilian children: a cross-cultural study. MOTRIZ: REVISTA DE EDUCACAO FISICA 2017. [DOI: 10.1590/s1980-6574201700020006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
| | | | - Alynne Andaki
- Universidade do Porto, Portugal; Universidade Federal do Triângulo Mineiro, Brazil
| | - Edmar Lacerda Mendes
- Universidade do Porto, Portugal; Universidade Federal do Triângulo Mineiro, Brazil
| | - Susana Vale
- Universidade do Porto, Portugal; Instituto Politécnico do Porto, Portugal
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Carson V, Hunter S, Kuzik N, Gray CE, Poitras VJ, Chaput JP, Saunders TJ, Katzmarzyk PT, Okely AD, Connor Gorber S, Kho ME, Sampson M, Lee H, Tremblay MS. Systematic review of sedentary behaviour and health indicators in school-aged children and youth: an update. Appl Physiol Nutr Metab 2016; 41:S240-65. [DOI: 10.1139/apnm-2015-0630] [Citation(s) in RCA: 656] [Impact Index Per Article: 72.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
This systematic review is an update examining the relationships between objectively and subjectively measured sedentary behaviour and health indicators in children and youth aged 5–17 years. EMBASE, PsycINFO, and Medline were searched in December 2014, and date limits were imposed (≥February 2010). Included studies were peer-reviewed and met the a priori-determined population (apparently healthy children and youth, mean age: 5–17 years), intervention (durations, patterns, and types of sedentary behaviours), comparator (various durations, patterns, and types of sedentary behaviours), and outcome (critical: body composition, metabolic syndrome/cardiovascular disease risk factors, behavioural conduct/pro-social behaviour, academic achievement; important: fitness, self-esteem) study criteria. Quality of evidence by outcome was assessed using the Grading of Recommendations Assessment, Development, and Evaluation framework. Due to heterogeneity, a narrative analysis was conducted. A total of 235 studies (194 unique samples) were included representing 1 657 064 unique participants from 71 different countries. Higher durations/frequencies of screen time and television (TV) viewing were associated with unfavourable body composition. Higher duration/frequency of TV viewing was also associated with higher clustered cardiometabolic risk scores. Higher durations of TV viewing and video game use were associated with unfavourable behavioural conduct/pro-social behaviour. Higher durations of reading and doing homework were associated with higher academic achievement. Higher duration of screen time was associated with lower fitness. Higher durations of screen time and computer use were associated with lower self-esteem. Evidence ranged from “very low” to “moderate” quality. Higher quality studies using reliable and valid sedentary behaviour measures should confirm this largely observational evidence.
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Affiliation(s)
- Valerie Carson
- Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB T6G 2H9, Canada
| | - Stephen Hunter
- Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB T6G 2H9, Canada
| | - Nicholas Kuzik
- Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB T6G 2H9, Canada
| | - Casey E. Gray
- Healthy Active Living and Obesity Research Group, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
| | - Veronica J. Poitras
- Healthy Active Living and Obesity Research Group, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
| | - Jean-Philippe Chaput
- Healthy Active Living and Obesity Research Group, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
| | - Travis J. Saunders
- Applied Human Sciences, Faculty of Science, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada
| | | | - Anthony D. Okely
- Early Start Research Institute, Faculty of Social Sciences, University of Wollongong, Wollongong, New South Wales, 2522, Australia
| | - Sarah Connor Gorber
- Office of the Task Force on Preventive Health Care, Public Health Agency of Canada, Ottawa, ON K1A 0K9, Canada
| | - Michelle E. Kho
- School of Rehabilitation Science, McMaster University, Hamilton, ON L8S 1C7, Canada
| | - Margaret Sampson
- Healthy Active Living and Obesity Research Group, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
| | - Helena Lee
- Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB T6G 2H9, Canada
| | - Mark S. Tremblay
- Healthy Active Living and Obesity Research Group, Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
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Health Outcomes of Information System Use Lifestyles among Adolescents: Videogame Addiction, Sleep Curtailment and Cardio-Metabolic Deficiencies. PLoS One 2016; 11:e0154764. [PMID: 27149512 PMCID: PMC4858285 DOI: 10.1371/journal.pone.0154764] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2015] [Accepted: 04/18/2016] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Obesity is a rising problem among adolescents in modern societies; it results in long-term cardio-metabolic problems. Possible overlooked drivers of obesity and its consequent cardio-metabolic deficits include videogame addiction and the resulting curtailed sleep; both are growing problems among adolescents. The objective of this study is to examine possible associations among these concepts in adolescents, as a means to point to plausible interventions. METHODS Data were collected from 94 adolescents who play videogames and are enrolled in outpatient clinics, using surveys, wearable sleep monitors (FitBit), physical exams, and blood tests at three points in time. These data were subjected to structural equation modeling (SEM) analyses and bootstrapping-based mediation testing procedures. RESULTS Videogame addiction among adolescents was negatively associated with sleep duration (β = -0.24). Sleep duration was negatively associated with obesity (β = -0.30), which in turn was associated with elevated blood pressure (β = 0.26), low high-density lipoprotein cholesterol (β = -0.18), high triglycerides (β = 0.61), and high insulin resistance (β = 0.39). The model explained 36.2% of the variation in sleep duration, 32.7% of the variation in obesity, and between 12.8% and 28.1% of the variation in cardio-metabolic indicators. Post-hoc analyses indicated that curtailed sleep is a possible full mediator of the association between videogame addiction, abdominal obesity and the associated cardio-metabolic deficits. CONCLUSION The findings point to possible information systems use lifestyle-health links, which behooves researchers and practitioners to pay closer attention to possible adverse health outcomes of technology-related addictions. Interventions that target problematic video-gaming and sleep should be devised as a possible means for improving adolescents' long-term cardio-metabolic health.
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Temporal Trends in Overweight and Obesity, Physical Activity and Screen Time among Czech Adolescents from 2002 to 2014: A National Health Behaviour in School-Aged Children Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2015; 12:11848-68. [PMID: 26393638 PMCID: PMC4586711 DOI: 10.3390/ijerph120911848] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2015] [Revised: 09/10/2015] [Accepted: 09/14/2015] [Indexed: 11/17/2022]
Abstract
This study examines trends in overweight and obesity, physical activity (PA) and screen time (ST) among Czech adolescents over a recent 12-year study period. Nationally representative samples consisted of 19,940 adolescents (9760 boys and 10,180 girls) aged 10.5-16.5 years from the Czech Health Behaviour in School-aged Children (HBSC) questionnaire-based surveys conducted in 2002, 2006, 2010 and 2014. Trends in the prevalence of overweight/obesity, meeting the recommendations for moderate-to-vigorous PA (MVPA) (≥60 min per day of MVPA) and excessive ST (>2 h per day) were estimated using logistic regression. Significant increases (p < 0.001) in the prevalence of overweight/obesity between the years 2002 and 2014 were evident for both adolescent boys (18.3%(2002)-24.8%(2014)) and girls (8.3%(2002)-11.9%(2014)). Compared to 2002, in 2014 significant decreases (p < 0.001) in meeting MVPA recommendations were observed among boys (32.2%(2002)-25.6%(2014)) and girls (23.2%(2002)-19.2%(2014)). Moreover, in boys we observed significant increases (p < 0.001) in excessive ST on weekdays (75.1%(2002)-88.8%(2014)), as well as on weekends (78.3%(2002)-91.9%(2014)) between the years 2002 and 2014. Increases in overweight/obesity with concomitant decreases in PA provide evidence in support of the current and upcoming efforts of government and commercial organizations in implementing interventions aimed at reducing excessive body weight among Czech adolescents.
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Marques A, Calmeiro L, Loureiro N, Frasquilho D, de Matos MG. Health complaints among adolescents: Associations with more screen-based behaviours and less physical activity. J Adolesc 2015; 44:150-7. [PMID: 26275746 DOI: 10.1016/j.adolescence.2015.07.018] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Revised: 07/25/2015] [Accepted: 07/31/2015] [Indexed: 11/26/2022]
Abstract
In this study, we investigated the relationship between screen-based behaviours, physical activity, and health complaints (headaches, feeling low, irritability, and nervousness). Screen-based behaviour included TV viewing, computer use, and time spent playing video games. Data were collected from 4462 Portuguese adolescents (2394 girls) aged 11-16 years. Girls who reported engaging in more screen-based behaviour (hours/day) also reported having more headaches, feeling lower, being more irritable, and feeling more nervous. Boys who reported more screen time were more irritable. Physical activity (times/week) was negatively associated with reports of feeling nervous among girls, and with headaches, feeling low, irritability, and feeling nervous among boys. Considering that time spent using the computer is related with more health complaints, and physical activity was related with fewer health complaints among boys, it is important to develop strategies to reduce adolescents' computer screen time, and to promote physical activity.
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Affiliation(s)
- Adilson Marques
- Projeto Aventura Social, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal; ISAMB - Instituto de Saúde Ambiental, Universidade de Lisboa, Lisboa, Portugal; Centro Interdisciplinar de Estudo da Performance Humana, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal.
| | - Luís Calmeiro
- Projeto Aventura Social, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal; ISAMB - Instituto de Saúde Ambiental, Universidade de Lisboa, Lisboa, Portugal; Abertay University, Dundee, United Kingdom
| | - Nuno Loureiro
- Projeto Aventura Social, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal; ISAMB - Instituto de Saúde Ambiental, Universidade de Lisboa, Lisboa, Portugal; Escola Superior de Educação, Instituto Politécnico de Beja, Beja, Portugal
| | - Diana Frasquilho
- Projeto Aventura Social, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal; Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Portugal
| | - Margarida Gaspar de Matos
- Projeto Aventura Social, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal; ISAMB - Instituto de Saúde Ambiental, Universidade de Lisboa, Lisboa, Portugal; William James Center for Research, Instituto Superior de Psicologia Aplicada, Lisboa, Portugal
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Modeling the dynamics of BMI changes during adolescence. The Oporto Growth, Health and Performance Study. Int J Obes (Lond) 2015; 39:1063-9. [PMID: 25896064 DOI: 10.1038/ijo.2015.60] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2014] [Revised: 03/03/2015] [Accepted: 04/12/2015] [Indexed: 11/09/2022]
Abstract
OBJECTIVES The aims of this study were twofold: (i) to model changes in body mass index (BMI) of 10-18-year-old adolescents, and (ii) to investigate the effects of total physical activity (TPA), physical fitness (PF), sleep duration and fruit/vegetable consumption in BMI trajectories across time. METHODS Data were obtained from the Oporto Growth, Health and Performance Study and comprised 6894 adolescents (3418 girls) divided into four age cohorts (10, 12, 14 and 16 years) measured annually for 3 years. BMI was computed using the standard formula (kg m(-2)); TPA was estimated with the Baecke questionnaire; PF measures included 1-mile run/walk, 50 yard dash (50YD), standing long jump (SLJ), handgrip strength (HGr) and agility shuttle run. Longitudinal changes in BMI were analyzed using the multilevel modeling approach. RESULTS The average BMI at age of peak of height velocity was 20.7±0.07 kg m(-2) for girls (P<0.001) and 20.58±0.06 kg m(-2) for boys (P<0.001). The annual increment in BMI was 1.36±0.04 kg m(-2), P<0.001 and 1.23±0.03 kg m(-2), P<0.001 for girls and boys, respectively. PF were related to BMI trajectories in both sexes (Girls: β1mile=0.12±0.02, P<0.001; βSLJ=-0.01±0.00, P<0.001; β50YD=0.28±0.05, P<0.001; βHGr=-8.91±0.54, P<0.001; Boys: β1mile=0.18±0.02, P<0.001; βSLJ=-0.01±0.00, P<0.001; β50YD=0.26±0.04, P<0.001; and βHGr=-8.15±0.45, P<0.001). TPA only showed significant, but positive, association with girls' BMI trajectories (β=0.10±0.03, P=0.001). After adjusting for the covariates, sleep duration and fruit/vegetable intake did not show any significant association with BMI trajectories either sex. CONCLUSIONS BMI increased linearly with age in both gender. PF levels are negatively associated with BMI across time in both boys and girls. Therefore, promotion of PF in the adolescent years seems to be effective in the early prevention of obesity.
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