| Literature DB >> 24132135 |
Maria Gose1, Sandra Plachta-Danielzik, Bianca Willié, Maike Johannsen, Beate Landsberg, Manfred J Müller.
Abstract
The objective was to examine longitudinal 4-year-relationships between neighbourhood social environment and children's body mass index-standard deviation score (BMI-SDS) taking into account the built environment. Furthermore, we have analysed the influence of potential interactions between the social environment and family/social data on children's BMI-SDS. Between 2006-2008 and 2010-2012, anthropometric measurements were conducted among 485 children (age at baseline: 6.1 (5.8-6.4)). Socio-demographic characteristics and perception of residential environment were reported by parents. Geographic Information Systems were used to examine street length, number of food outlets and distance to the nearest playground and park/green space within an 800 m Euclidian buffer of each participant address point. Additional data on neighbourhood characteristics (e.g., traffic density, walkability, crime rates) were obtained from the State Capital of Kiel, Germany. In a multivariate model, walkability, street type, socioeconomic status of the district and perceived frequency of passing trucks/buses were associated with BMI-SDS over 4 years, but only neighbourhood SES had an effect on change in BMI-SDS. However, familial/social factors rather than neighbourhood environment (especially social environment) had an impact on children's BMI-SDS over 4 years. Thus, social inequalities in childhood overweight are only partially explained by social neighbourhood environment.Entities:
Mesh:
Year: 2013 PMID: 24132135 PMCID: PMC3823344 DOI: 10.3390/ijerph10105083
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Characteristics of the study population.
| Longitudinal study ( | |||||
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| Baseline | Follow-up | ||||
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| 50.5 (46.1–54.9)/49.5 (45.1–53.9) | ||||
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| −0.006 (−0.375–0.460) | ||||
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| 8.2 (5.8–10.6) | 12.3 (9.4–15.2) | |||
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| 35.1 (30.8–39.4) | |||||
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| High | 59.8 (55.4–64.2) | ||||
| Middle | 29.3 (25.2–33.4) | ||||
| Low | 10.9 (8.1–13.7) | ||||
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| “German” | 86.0 (82.9–89.1) | ||||
| “Non-German” | 14.0 (10.9–17.1) | ||||
BMI: body mass index; SDS: standard deviation score; 1 Kromeyer-Hauschild et al. (2001); 2 WHO (2000); Results are presented as median and interquartile range (IQR) or prevalence and 95% confidence interval (CI). Marked bold: significant differences between baseline and follow-up (Mann-Whitney U test; p < 0.001).
Distribution of neighbourhood environment variables among children (n = 485).
| Predictor variables | Median (IQ) or % (95% CI) | |
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| Single-unit/semi-detached | 66.9 (62.7–71.1) | |
| Apartment building ≤ four floors | 25.8 (21.9–29.7) | |
| ≥five floors | 7.3 (5.0–9.6) | |
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| Yes/no | 91.3 (88.7–93.9)/8.7 (6.1–11.3) | |
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| Pedestrian zone or cul-de-sac or play streets | 30.1 (26.0–34.2) | |
| Side street (traffic calmed) | 50.1 (45.6–54.6) | |
| Side street | 8.8 (6.3–11.3) | |
| Main street | 11.1 (8.3–13.9) | |
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| High/middle/low | 23.3 (19.5–27.1)/30.7 (26.6–34.8)/46.0 (41.5–50.5) | |
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| High/middle/low | 0.6 (−0.1–1.3)/3.7 (2.0–5.4)/95.7 (93.9–97.5) | |
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| High/middle/low | 13.0 (10.0–16.0)/19.0 (15.5–22.5)/68.0 (63.8–72.2) | |
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| High/middle/low | 15.7 (12.4–19.0)/54.6 (50.1–59.1)/29.7 (25.6–33.8) | |
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| 20.5 (17.2–23.0) | |
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| Park/green space | 495.5 (234.0–912.8) | |
| Playground | 205.8 (128.8–325.1) | |
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| High/middle/low | 3.2 (1.6–4.8)/4.2 (2.4–6.0)/92.6 (90.2–95.0) | |
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| High/middle/low | 4.0 (2.2–5.8)/7.3 (5.0–9.6)/88.7 (85.9–91.5) | |
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| High/middle/low | 8.2 (5.7–10.7)/9.3 (6.7–11.9)/82.5 (79.1–85.9) | |
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| Supermarkets | 2 (0–3) | |
| Energy-dense food supply | 6 (3–11) | |
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| High/middle/low | 46.6 (42.1–51.1)/20.4 (16.8–24.0)/33.0 (28.8–37.2) | |
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| High/middle/low | 8.2 (5.7–10.7)/54.2 (49.7–58.7)/37.5 (33.1–41.9) | |
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| Yes/no | 93.8 (91.6–96.0)/6.2 (4.0–8.4) | |
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| High/middle/low | 81.5 (78.0–85.0)/13.8 (10.7–16.9)/4.8 (2.9–6.7) |
SES: socioeconomic status; 1 referring to district; 2 within an 800 m Euclidian buffer of each participant address point.
Estimated probability (%) of living in a neighbourhood (district) with a certain socioeconomic status (SES): interactions between parents’ educational level and nationality.
| Nationality | Parents’ educational level | Neighbourhood SES | ||
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| High | Middle | Low | ||
| “German” | High | |||
| Middle | ||||
| Low | ||||
| “Non-German” | High | 19.6 | 22.8 | 57.6 |
| Middle | 12.0 | 17.3 | 70.7 | |
| Low | 13.7 | 18.7 | 67.6 | |
Marked bold: significant differences between groups of district SES (ordinal regression, p < 0.001).
Regression coefficients derived from GEE-analysis, investigating the longitudinal relationship between children’s BMI-SDS over 4 years (outcome variable) and neighbourhood built and social environment 1. Bivariate and multivariate analysis and multivariate analysis (full model).
| Model 1 | Model 2 | ||||||||
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| b | 95% CI | b | 95% CI | ||||||
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| −0.14 | −0.30–0.03 | 0.101 | ||||||
| Pedestrian zone or cul-de-sac or play streets | Ref | Ref | |||||||
| Side street (traffic calmed) | 0.09–0.44 | 0.003 | 0.06–0.40 | 0.010 | |||||
| Side street | 0.25 | −0.07–0.58 | 0.123 | 0.12 | −0.21–0.44 | 0.478 | |||
| Main street | 0.27 | 0.00–0.54 | 0.050 | 0.10 | −0.22–0.41 | 0.539 | |||
| Low | Ref | Ref | |||||||
| Middle | 0.16 | −0.03–0.36 | 0.105 | 0.11 | −0.10–0.32 | 0.318 | |||
| High | 0.12–0.69 | 0.006 | 0.03–0.65 | 0.034 | |||||
| High | Ref | Ref | |||||||
| Middle | 0.30–0.75 | 0.000 | 0.26–0.73 | 0.000 | |||||
| Low | 0.10–0.57 | 0.006 | 0.19–0.71 | 0.001 | |||||
| Time * Walkability (high) | Ref | ||||||||
| Time * Walkability (middle) | 0.07 | −0.11–0.25 | 0.448 | ||||||
| Time * Walkability (low) | −0.02 | −0.21–0.17 | 0.828 | ||||||
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| High | Ref | Ref | |||||||
| Middle | 0.23–0.65 | 0.000 | 0.06–0.46 | 0.044 | |||||
| Low | 0.07–0.43 | 0.006 | 0.06 | −0.14–0.26 | 0.552 | ||||
| Time * SES (high) | Ref | ||||||||
| Time * SES (middle) | 0.20 | 0.03–0.36 | 0.019 | ||||||
| Time * SES (low) | 0.31 | 0.17–0.45 | 0.000 | ||||||
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| −0.16 | −0.36–0.05 | 0.135 | ||||||
| Pedestrian zone or cul-de-sac or play streets | Ref | ||||||||
| Side street (traffic calmed) | 0.03–0.38 | 0.020 | |||||||
| Side street | 0.03 | −0.32–0.37 | 0.878 | ||||||
| Main street | −0.14 | −0.32–0.29 | 0.927 | ||||||
| Low | Ref | ||||||||
| Middle | 0.02–0.44 | 0.030 | |||||||
| High | 0.17 | −0.15–0.49 | 0.287 | ||||||
| High | Ref | ||||||||
| Middle | 0.18–0.71 | 0.001 | |||||||
| Low | 0.18–0.72 | 0.001 | |||||||
| Time * Walkability (high) | Ref | ||||||||
| Time * Walkability (middle) | −0.02 | −0.22–0.18 | 0.842 | ||||||
| Time * Walkability (low) | −0.08 | −0.29–0.13 | 0.461 | ||||||
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| High | Ref | ||||||||
| Middle | 0.06 | −0.22–0.34 | 0.672 | ||||||
| Low | 0.27 | −0.03–0.58 | 0.076 | ||||||
| Time * SES (high) | Ref | ||||||||
| Time * SES (middle) | 0.09–0.47 | 0.004 | |||||||
| Time * SES (low) | 0.11–0.54 | 0.003 | |||||||
| Parents’ EL (high) (Time * SES) | N/A | ||||||||
| Parents’ EL (middle) (Time * SES) | |||||||||
| SES (high) | Ref | ||||||||
| SES (middle) | 0.04–0.97 | 0.033 | |||||||
| SES (low) | −0.26 | −0.69–0.16 | 0.227 | ||||||
| Parents’ EL (low) (Time * SES) | |||||||||
| SES (high) | Ref | ||||||||
| SES (middle) | −0.18 | −1.36–1.01 | 0.769 | ||||||
| SES (low) | −0.03 | −0.87–0.81 | 0.941 | ||||||
| Nationality (“German”) (Time * SES ) | N/A | ||||||||
| Nationality (“non-German”) (Time * SES) | |||||||||
| SES (high) | Ref | ||||||||
| SES (middle) | 0.00 | −0.69–0.69 | 0.998 | ||||||
| SES (low) | −0.09 | −0.60–0.41 | 0.719 | ||||||
BMI-SDS: body mass index—standard deviation score; SES: socioeconomic status; 1 GEE: Generalized estimating equations; N/A: not applicable; Model 1: bivariate analysis; Model 2: adjusted for all factors significantly (p < 0.05) associated with the outcome in Model 1, including interaction terms (*) (n = 473); Model 3: adjusted for children’s sex, educational level and nationality of parents, maternal weight status and all factors significantly (p < 0.05) associated with the outcome in Model 1, including interaction terms (*) (n = 397). 2 Referring to district.