Overweight, Obesity, and Lifestyle Behaviors in Immigrants and Native Children in Madrid—ASOMAD Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Sampling and Ethics
2.3. Study Variables
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- PA: PA data were obtained using the PAU-7S questionnaire (Physical Activity Unit—7-Item Screener), which is a valid and reliable instrument for measuring the level of PA throughout the week [27]. WHO guidelines were taken into consideration for analysis, where it is advised that children and adolescents should participate in a minimum of 60 min of moderate to vigorous PA daily on average [28].
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- Diet assessment: The KIDMED questionnaire (Mediterranean Diet Quality Index) was used. It evaluated the AMD and the consumption frequency of various food items (fruits, vegetables, dairy products, etc.) [29]. It consists of 16 questions; the index classifies diet quality into three levels: scores ≥ 8 indicate optimal AMD, 4–7 suggest improvement is needed, and ≤3 represents very low diet quality [30].
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- Sleep duration: Information on sleep duration for both weekdays (WD) and weekends (WK) was gathered through a validated tool, the SHSA (Sleep Habits Survey for Adolescents) [31].
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- Sedentary behaviors: To assess the time spent on sedentary behaviors common among children, like watching television, computer use, video games, etc., the SBQ (Sedentary Behaviors Questionnaire) was used [32]. To gain further insight into screen use behaviors in various time contexts, a differentiation between WD and WK screen time patterns was utilized.
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- Country of origin: To ascertain the country of origin of the participants, a sociodemographic questionnaire was sent to the parents of the children [33]. This included a question on the country of birth of the parents and their child. Children were considered to be of Spanish origin if both parents were born in Spain, while if at least one of the parents was born in another country, they were considered immigrants. If one parent was born in Spain and the information was missing for the other parent, the child was excluded from the analysis.
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- Body composition: It was carried out using the bioimpedance analysis (BIA) (DC-240, MA, TANITA, Tokyo, Japan). It provides information on body water percentage (BW%) and fat mass percentage (FM%). This model incorporated a scale for measuring body weight (kg) as well.
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- Height: Measurement of height (cm) by using a Stadiometer model (Seca 217, Hamburg, Germany). Following the guidelines set by the International Society for the Advancement of Kinanthropometry (ISAK), individuals stood without shoes, ensuring their heels, buttocks, and head touched the wall or measurement surface. The body should be straight, with arms resting by the sides. For proper head alignment, the Frankfort plane (an imaginary line from the bottom edge of the eye socket to the top edge of the ear canal) should be parallel to the ground.
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- Waist circumference (WC): The WC was measured in the narrowest zone between the lower costal margin (10th rib) and the top of the iliac crest [34] in triplicate using an anthropometric tape model (Seca 201, Hamburg, Germany).
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- BMI-z: The BMI, adjusted for age and sex, was calculated using the International Obesity Task Force (IOTF) guidelines. The IOTF BMI-z score is a standardized measure that accounts for age and sex to assess weight status in children and adolescents, utilizing a specific equation to compare BMI relative to population norms [35].
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- Waist-to-height ratio (WHtR): It was calculated as WC (cm) divided by height (cm). It serves as a direct indicator of central body fat and is utilized to evaluate health dangers, including cardiovascular and metabolic conditions. The typical threshold for central obesity is having a WHtR of 0.5 or more for both children and adults [36].
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- Fat-Free Mass (FFM): It was calculated from the available data, which are body weight and %FM:
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- SES: Was ascertained through an integrated metric accounting for median household income, parents’ educational attainments, and their occupational classification.
2.4. Statistical Analysis
2.5. Missing Data
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
AASM | American Academy of Sleep Medicine |
ALADINO | ALimentación, Actividad física, Desarrollo Infantil y Obesidad |
AMD | Adherence to the Mediterranean Diet |
ANOVA | Analysis of variance |
ASOMAD | Actividad física Sedentarismo de los niños de MADrid |
BIA | Bioimpedance analysis |
BMI | Body mass index |
BW% | Body water percentage |
COVID-19 | Coronavirus Disease 2019 |
DHA | Docosahexaenoic acid |
EU | European Union |
FFM | Fat-Free Mass |
FM% | Fat mass percentage |
IDEFICS | Identification and prevention of Dietary- and lifestyle-induced health Effects in Children and infants |
IOTF | International Obesity Task Force |
ISAK | International Society for the Advancement of Kinanthropometry |
KIDMED | Mediterranean Diet Quality Index for children and adolescents |
NAFLD | Non-alcoholic fatty liver disease |
NCD | Non-Communicable Disease |
OW/OB | Overweight and obesity |
PA | Physical activity |
PAU-7S | Physical Activity Unit—7-Item Screener |
SBQ | Sedentary Behaviors Questionnaire |
SD | Standard deviation |
SHSA | Sleep Habits Survey for Adolescents |
SPSS | Statistical Package for the Social Sciences |
UNICEF | United Nations Children’s Fund |
UPM | University Politécnica de Madrid |
WC | Waist circumference |
WD | Weekdays |
WHO | World Health Organization |
WHtR | Waist-to-height ratio |
WK | Weekend |
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Total n = 578 (100%) | Boys n = 312 (54%) | Girls n = 266 (46%) | ||||||
---|---|---|---|---|---|---|---|---|
Spanish n = 211 (54.7%) | Immigrant n = 101 (52.6%) | Sta | Spanish n = 175 (45.3%) | Immigrant n = 91 (47.4%) | Sta | Sta | ||
Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Sig (a) | Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Sig (b) | Sig (c) | |
Age (years) | 9.54 ± 1.19 [7.8–12.8] | 9.55 ± 1.21 [7.8–12.8] | 9.83 ± 1.26 [7.9–12.8] | 0.063 | 9.31 ± 1.07 [7.8–12.3] | 9.6 ± 1.2 [7.9–12.8] | 0.060 | 0.998 |
Weight (kg) | 34.60 ± 9.92 [20.2–91.4] | 33.49 ± 9.49 [20.3–91.4] | 38.90 ± 11.82 [21.9–76.4] | <0.001 | 31.57 ± 7.35 [20.2–55.8] | 38.24 ± 10.27 [21.9–76.2] | <0.001 | 0.453 |
Height (cm) | 137.55 ± 9.03 [116–173] | 137.16 ± 8.44 [119.5–160] | 140.01 ± 9.82 [119.6–173] | 0.013 | 135.50 ± 8.66 [116–159.3] | 139.65 ± 9.21 [121.3–162.9] | <0.001 | 0.407 |
BMI-z | 0.63 ± 1.07 [−2.01–3.51] | 0.37 ± 1.04 [−1.83–3.51] | 0.94 ± 1.16 [−1.93–3.36] | <0.001 | 0.25 ± 0.96 [−1.79–2.61] | 0.99 ± 0.95 [−2.01–2.92] | <0.001 | 0.357 |
FM (%) | 20.83 ± 7.23 [5.7–49.7] | 18.13 ± 6.28 [7.1–40.6] | 21.66 ± 8.68 [5.7–49.7] | <0.001 | 20.97 ± 6.08 [7.2–38.7] | 25.84 ± 6.66 [10.9–43.7] | <0.001 | 0.264 |
WHtR | 0.45 ± 0.54 [0.34–0.73] | 0.45 ± 0.05 [0.37–0.73] | 0.47 ± 0.62 [0.34–0.7] | <0.001 | 0.43 ± 0.04 [0.36–0.61] | 0.46 ± 0.06 [0.36–0.62] | <0.001 | 0.731 |
FFM (kg) | 26.89 ± 5.75 [16.87–54.26] | 26.94 ± 5.62 [17.76–54.26] | 29.73 ± 6.81 [18.68–49.76] | <0.001 | 24.68 ± 4.45 [16.87–40.03] | 27.82 ± 5.36 [17.56–42.9] | <0.001 | 0.716 |
Total n = 578 (100%) | Boys n = 312 (54%) | Girls n = 266 (46%) | ||||||
---|---|---|---|---|---|---|---|---|
Spanish n = 211 (54.7%) | Immigrant n = 101 (52.6%) | Sta | Spanish n = 175 (45.3%) | Immigrant n = 91 (47.4%) | Sta | Sta | ||
Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Sig (a) | Mean ± SD [Min–Max] | Mean ± SD [Min–Max] | Sig (b) | Sig (c) | |
Screen time daily during the week (h/day) | 1.93 ± 2.23 [0–12] | 2.09 ± 2.29 [0–12] | 2.76 ± 2.75 [0–12] | 0.036 | 1.32 ± 1.38 [0–7.5] | 2.02 ± 2.47 [0–12] | 0.013 | 0.930 |
Screen time daily on the weekend (h/day) | 3.81 ± 2.85 [0–12] | 4.52 ± 2.96 [0–12] | 4.51 ± 3.07 [0–12] | 0.98 | 2.86 ± 2.17 [0–10.5] | 3.26 ± 2.87 [0–12] | 0.24 | 0.395 |
Physical activity (min/day) | 113.85 ± 64.67 [4.29–396.43] | 137.16 ± 70.75 [4.29–396.43] | 106.53 ± 66.26 [12.86–300] | <0.001 | 99.19 ± 52.19 [15–357.86] | 96.1 ± 53.97 [17.14–302.14] | 0.66 | 0.013 |
Sleep duration during weekdays (h) | 9.94 ± 0.99 [5.33–12.67] | 9.94 ± 1.04 [5.33–12.67] | 9.83 ± 1.16 [5.83–12] | 0.41 | 10.01 ± 0.85 [6.83–12] | 9.95 ± 0.93 [6.67–12] | 0.63 | 0.748 |
Sleep duration during the weekend (h) | 10.23 ± 1.70 [4–14.67] | 9.94 ± 1.76 [4–14.5] | 10.13 ± 1.83 [4–14.67] | 0.4 | 10.46 ± 1.56 [6–14] | 10.55 ± 1.55 [6–14.17] | 0.63 | 0.766 |
Boys 312 (54%) | Girls 266 (46%) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Spanish | Immigrant | Spanish | Immigrant | ||||||||
211 (54.7%) | 101 (52.6%) | 175 (45.3%) | 91 (47.4%) | ||||||||
Yes | No | Yes | No | Sta | Yes | No | Yes | No | Sta | ||
n (%) | n (%) | n (%) | n (%) | Sig (a) | n (%) | n (%) | n (%) | n (%) | Sig (b) | Sig (c) | |
Skips breakfast | 15 (7.1) | 196 (92.9) | 11 (10.9) | 90 (89.1) | 0.258 | 9 (5.1) | 166 (94.9) | 11 (12.1) | 80 (87.9) | 0.042 | 0.144 |
Has a dairy product for breakfast (yogurt, milk, etc.) | 184 (87.2) | 27 (12.8) | 80 (79.2) | 21 (20.8) | 0.067 | 162 (92.6) | 13 (7.4) | 81 (89) | 10 (11) | 0.327 | 0.013 |
Has cereals or grains (bread, etc.) for breakfast | 143 (67.8) | 68 (32.2) | 68 (67.3) | 33 (32.7) | 0.937 | 116 (66.3) | 59 (33.7) | 65 (71.4) | 26 (28.6) | 0.393 | 0.863 |
Has commercially baked goods or pastries for breakfast | 85 (40.3) | 126 (59.7) | 29 (28.7) | 72 (71.3) | 0.047 | 77 (44) | 98 (56) | 26 (28.6) | 65 (71.4) | 0.014 | 0.016 |
Takes a fruit or fruit juice every day | 166 (78.7) | 45 (21.3) | 81 (80.2) | 20 (19.8) | 0.76 | 141 (80.6) | 34 (19.4) | 67 (73.6) | 24 (26.4) | 0.19 | 0.594 |
Has a second fruit every day | 133 (63) | 78 (37) | 68 (67.3) | 33 (32.7) | 0.459 | 116 (66.3) | 59 (33.7) | 57 (62.6) | 34 (37.4) | 0.554 | 0.820 |
Takes two yogurts and/or some cheese (40 g) daily | 162 (76.8) | 49 (23.2) | 70 (69.3) | 31 (30.7) | 0.16 | 143 (81.7) | 32 (30.7) | 67 (73.6) | 24 (26.4) | 0.12 | 0.113 |
Has fresh or cooked vegetables regularly once a day | 134 (63.5) | 77 (36.5) | 75 (74.3) | 26 (25.7) | 0.59 | 121 (69.1) | 54 (30.9) | 68 (74.7) | 23 (25.3) | 0.34 | 0.129 |
Has fresh or cooked vegetables more than once a day | 74 (35.1) | 137 (64.9) | 41 (40.6) | 60 (59.4) | 0.344 | 74 (42.3) | 101 (57.7) | 36 (39.6) | 55 (60.4) | 0.669 | 0.516 |
Consumes fish regularly (at least 2–3/wk) | 159 (75.4) | 52 (24.6) | 50 (49.5) | 51 (50.5) | <0.001 | 130 (74.3) | 45 (25.7) | 54 (59.3) | 37 (40.7) | 0.012 | <0.001 |
Consumes nuts regularly (at least 2–3/wk) | 93 (44.1) | 118 (55.9) | 41 (40.6) | 60 (59.4) | 0.56 | 86 (49.1) | 89 (50.9) | 41 (45.1) | 50 (54.9) | 0.53 | 0.558 |
Likes pulses and eats them > 1/wk | 159 (75.4) | 52 (24.6) | 73 (72.3) | 28 (27.7) | 0.56 | 126 (72) | 49 (28) | 55 (60.4) | 36 (39.6) | 0.055 | 0.070 |
Takes sweets and candy several times every day | 42 (19.9) | 169 (80.1) | 23 (22.8) | 78 (77.2) | 0.56 | 35 (20) | 140 (80) | 22 (24.2) | 69 (75.8) | 0.43 | 0.803 |
Consumes pasta or rice almost every day (≥5/wk) | 84 (39.8) | 127 (60.2) | 62 (61.4) | 39 (38.6) | <0.001 | 58 (33.1) | 117 (66.9) | 59 (64.8) | 32 (35.2) | <0.001 | <0.001 |
Goes >1/wk to a fast-food restaurant (hamburger) | 47 (22.3) | 164 (77.7) | 30 (29.7) | 71 (70.3) | 0.15 | 36 (20.6) | 139 (79.4) | 26 (28.6) | 65 (71.4) | 0.14 | <0.001 |
Uses olive oil at home | 187 (88.6) | 24 (11.4) | 67 (66.3) | 34 (33.7) | <0.001 | 155 (88.6) | 20 (11.4) | 75 (82.4) | 16 (17.6) | 0.07 | <0.001 |
Adherence to Mediterranean diet | |||||||||||
Poor | 101 (47.87) | 47 (46.53) | 0.674 | 83 (47.43) | 40 (43.96) | 0.011 | 0.142 | ||||
Average | 97 (45.97) | 45 (44.55) | 87 (49.71) | 40 (43.96) | |||||||
Good | 13 (6.16) | 9 (8.91) | 5 (2.86) | 11 (12.09) | |||||||
KIDMED index | |||||||||||
Mean ± SD | Mean ± SD | sig | Mean ± SD | Mean ± SD | sig | ||||||
KIDMED index | 7.07 ± 2.44 | 6.76 ± 2.33 | 0.296 | 7.27 ± 2.07 | 7.04 ± 2.72 | 0.453 | 0.849 |
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Nehari, A.; Portals-Riomao, A.; Quesada-González, C.; Zapico, A.G.; Gesteiro, E.; González-Gross, M. Overweight, Obesity, and Lifestyle Behaviors in Immigrants and Native Children in Madrid—ASOMAD Study. Nutrients 2025, 17, 2041. https://doi.org/10.3390/nu17122041
Nehari A, Portals-Riomao A, Quesada-González C, Zapico AG, Gesteiro E, González-Gross M. Overweight, Obesity, and Lifestyle Behaviors in Immigrants and Native Children in Madrid—ASOMAD Study. Nutrients. 2025; 17(12):2041. https://doi.org/10.3390/nu17122041
Chicago/Turabian StyleNehari, Asmaa, Alicia Portals-Riomao, Carlos Quesada-González, Augusto G. Zapico, Eva Gesteiro, and Marcela González-Gross. 2025. "Overweight, Obesity, and Lifestyle Behaviors in Immigrants and Native Children in Madrid—ASOMAD Study" Nutrients 17, no. 12: 2041. https://doi.org/10.3390/nu17122041
APA StyleNehari, A., Portals-Riomao, A., Quesada-González, C., Zapico, A. G., Gesteiro, E., & González-Gross, M. (2025). Overweight, Obesity, and Lifestyle Behaviors in Immigrants and Native Children in Madrid—ASOMAD Study. Nutrients, 17(12), 2041. https://doi.org/10.3390/nu17122041