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1.
Nutrients ; 14(9)2022 Apr 22.
Article in English | MEDLINE | ID: mdl-35565710

ABSTRACT

Ecological studies often use supermarket location as a proxy measure of the food environment. In this study, we used data on sales at a leading mainstream supermarket chain to explore how area-level supermarket use is associated with overweight and obesity in English adults. Sales data were aggregated to local authority level and joined to a national dataset describing self-reported height and weight and fruit and vegetable consumption. Regression models showed a modest association between higher levels of unhealthy food sales relative to health food sales and increased odds of being overweight and obese. Although effect sizes were small, they persisted after adjustment for area-level deprivation. Supermarket sales data provide additional understanding in the study of food environments and their impact on increasing weight status. Future health policies should consider using 'big data' combined with other research methods to address the increasing consumption of unhealthy and highly processed foods.


Subject(s)
Commerce , Overweight , Adult , Cross-Sectional Studies , England/epidemiology , Fast Foods , Humans , Obesity/epidemiology , Overweight/epidemiology
2.
Scand J Med Sci Sports ; 28(12): 2677-2685, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30025182

ABSTRACT

AIM: To study the associations of weather conditions with the travel mode choice for commuting to and from school. METHODS: A total of 6979 Spanish youths aged 7 to 18 years old (80% adolescents aged 12-18 years old, 51% male) completed a 5-day survey of mode of commuting to school in autumn, winter, and spring. Weather data from the nearest weather station to each school were registered. We used Google Maps™ to calculate the distance from home to school. Multilevel logistic regression models were used to estimate odds of active travel based on weather and season. RESULTS: We analyzed a total of 163 846 discrete journeys. In winter, children (aged 7 to 11 years old) were less likely to choose an active mode of commuting to school (OR: 0.72, 95% CI: 0.59-0.89, P = 0.003). In spring, adolescents were more likely to choose an active mode of commuting to school (OR: 1.43, 95% CI: 1.19-1.73, P < 0.001). With higher mean temperatures, adolescents were more likely to choose an active mode of commuting from school (OR: 1.02, 95% CI: 1.00-1.04, P = 0.029). CONCLUSION: Certain weather conditions seem to influence the travel mode choice for commuting to and from school in youth, including season and temperature.


Subject(s)
Transportation/methods , Weather , Adolescent , Child , Female , Humans , Male , Schools , Seasons , Spain , Temperature
3.
Prev Med Rep ; 7: 16-19, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28593117

ABSTRACT

Accelerometer-based studies of children's physical activity have reported seasonal patterns in activity levels. However, the inability of many accelerometers to detect activity while the wearer is swimming or cycling may introduce a bias to the estimation of seasonality if participation in these activities are themselves seasonally patterned. We explore seasonal patterns in children's swimming and cycling among a sample of 7-8 year olds (N = 591) participating in the Millennium Cohort Study, UK. Participating children wore an accelerometer for one week on up to five occasions over the year and their parents completed a diary recording daily minutes spent swimming and cycling. Both swimming and cycling participation showed seasonal patterns, with 2.7 (SE 0.8) more minutes swimming and 5.7 (0.7) more minutes cycling performed in summer compared to winter. Adding swimming and cycling time to accelerometer-determined MVPA increased the summer-winter difference in MVPA from 16.6 (1.6) to 24.9 min. The seasonal trend in swimming and cycling appears to follow the same pattern as accelerometer-measured MVPA. Studies relying solely on accelerometers may therefore underestimate seasonal differences in children's activity.

4.
Int J Behav Nutr Phys Act ; 14(1): 74, 2017 05 30.
Article in English | MEDLINE | ID: mdl-28558747

ABSTRACT

BACKGROUND: Globally most children do not engage in enough physical activity. Day length and weather conditions have been identified as determinants of physical activity, although how they may be overcome as barriers is not clear. We aim to examine if and how relationships between children's physical activity and weather and day length vary between countries and identify settings in which children were better able to maintain activity levels given the weather conditions they experienced. METHODS: In this repeated measures study, we used data from 23,451 participants in the International Children's Accelerometry Database (ICAD). Daily accelerometer-measured physical activity (counts per minute; cpm) was matched to local weather conditions and the relationships assessed using multilevel regression models. Multilevel models accounted for clustering of days within occasions within children within study-cities, and allowed us to explore if and how the relationships between weather variables and physical activity differ by setting. RESULTS: Increased precipitation and wind speed were associated with decreased cpm while better visibility and more hours of daylight were associated with increased cpm. Models indicated that increases in these variables resulted in average changes in mean cpm of 7.6/h of day length, -13.2/cm precipitation, 10.3/10 km visibility and -10.3/10kph wind speed (all p < 0.01). Temperature showed a cubic relationship with cpm, although between 0 and 20 degrees C the relationship was broadly linear. Age showed interactions with temperature and precipitation, with the associations larger among younger children. In terms of geographic trends, participants from Northern European countries and Melbourne, Australia were the most active, and also better maintained their activity levels given the weather conditions they experienced compared to those in the US and Western Europe. CONCLUSIONS: We found variation in the relationship between weather conditions and physical activity between ICAD studies and settings. Children in Northern Europe and Melbourne, Australia were not only more active on average, but also more active given the weather conditions they experienced. Future work should consider strategies to mitigate the impacts of weather conditions, especially among young children, and interventions involving changes to the physical environment should consider how they will operate in different weather conditions.


Subject(s)
Exercise , Weather , Accelerometry , Adolescent , Australia , Child , Child, Preschool , Europe , Exercise/psychology , Female , Humans , Male , Motor Activity , Photoperiod , Rain , Seasons , Wind
5.
Int J Behav Nutr Phys Act ; 13: 54, 2016 Apr 26.
Article in English | MEDLINE | ID: mdl-27112754

ABSTRACT

BACKGROUND: There is increasing policy interest in ensuring that the school environment supports healthy behaviours. We examined the cross-sectional and longitudinal associations between schools' policies, programmes and facilities for physical activity (PA) and adolescents' objectively-measured activity intensity during the school day and lunchtime. METHODS: Accelerometer-derived PA (proportion of time spent in sedentary (SED), light PA (LPA) and moderate-to-vigorous PA (MVPA)) during school hours and lunchtime from 325 participants in the SPEEDY study were obtained from baseline measurements (primary school, age 9/10 years) and +4y follow-up (secondary school). School environment characteristics were assessed by teacher questionnaire. Multivariable multi-level linear regression analyses accounting for school and adjusted for sex, age, BMI and family socio-economic status assessed cross-sectional associations with lunchtime and school-day SED, LPA and MVPA; effect modification by sex was investigated. The association of changes in school environment with changes in outcomes was examined using multivariable cross-classified linear regression models. RESULTS: There were significant differences between primary and secondary schools for 6/10 school environment characteristics investigated (including secondary schools reporting shorter breaks, more lunchtime PA opportunities, and higher number of sports facilities). Cross-sectional analyses showed that boys attending secondary schools with longer breaks spent significantly less time in SED and more time in MVPA during the school day. Longitudinally, an increase in break-time duration between primary and secondary school was associated with smaller reductions in MVPA during the school day. Moreover, participants who moved from a primary school that did not provide opportunities for PA at lunchtime to a secondary school that did provide such opportunities exhibited smaller increases in SED and smaller reductions in MVPA at lunchtime. CONCLUSIONS: Schools should consider the potential negative impact of reducing break time duration on students' MVPA and SED during the school day. School-based interventions that combine longer breaks and more PA opportunities during lunchtime may be a fruitful direction for future research. Further research should also explore other factors in the school environment to explain the school-level clustering observed, and study sex differences in the way that the school environment influences activity intensity for adolescent populations.


Subject(s)
Exercise , Health Behavior , Health Promotion , Policy , Schools , Sedentary Behavior , Adolescent , Child , Cross-Sectional Studies , Environment , Female , Humans , Lunch , Male , Motor Activity , Sports , Students , Surveys and Questionnaires
6.
Int J Behav Nutr Phys Act ; 13: 21, 2016 Feb 15.
Article in English | MEDLINE | ID: mdl-26876236

ABSTRACT

BACKGROUND: Recent increases in obesity prevalence have led to research into the neighbourhood food environment. Research suggests that proximity and density of food outlets around the home is associated with childhood obesity prevalence, however, the evidence is inconclusive, and associations between food outlet locations and diet are less clear. The purpose of this study is to assess area level associations between sales of unhealthy foods in supermarkets and weight status of children. METHODS: This study examined the association between weight status in children (4-5 year olds and 10-11 year olds) measured in the National Child Measurement Programme over three time points (2008/9, 2009/10, 2010/11) and annual sales of unhealthy foods (2012/3), as identified from a large supermarket chain. Geographical analysis was conducted to link store-based food sales for 537 stores with 6517 UK Census Areas. Unadjusted associations were examined with error-bar plots and linear regression was used to examine the relationship between the prevalence of overweight and obesity and sales of unhealthy food, while controlling for covariates known to predict weight status in children. RESULTS: A statistically significant relationship was identified between the sales of unhealthy foods and the prevalence of overweight and obese children in both age groups (p < 0.01). Of the covariates, area deprivation was positively associated with weight status (p < 0.001). Non-white population (%) was negatively associated (p < 0.001) with overweight and obesity among Reception children, but positively associated with the other weight statuses (p < 0.001). A higher proportion of children in the same age group were associated with statistically significantly lower overweight and obesity prevalence in Reception (p <0.01) but not Year 6 children. CONCLUSIONS: The study provides novel findings linking supermarket food sales with the weight status of children. Food sales in geographically referenced supermarkets are a valuable source of data for research into the factors that influence the weight of the surrounding population. Future research could identify factors that might modify food shopping in supermarkets and use of purchasing data could be an effective way to measure the impact of healthy eating campaigns on the weight status of children over time.


Subject(s)
Body Weight , Commerce/statistics & numerical data , Diet/adverse effects , Food/economics , Pediatric Obesity/epidemiology , Poverty/economics , Body Mass Index , Child , Child, Preschool , Cross-Sectional Studies , Diet/economics , Diet/statistics & numerical data , England/epidemiology , Feeding Behavior , Female , Food/statistics & numerical data , Humans , Male , Pediatric Obesity/economics , Poverty/statistics & numerical data , Prevalence , Residence Characteristics , Socioeconomic Factors
7.
Health Place ; 39: 34-42, 2016 05.
Article in English | MEDLINE | ID: mdl-26922516

ABSTRACT

This paper aims to further understanding of the physical environments of secondary schools and their associations with young peoples' physical activity. Accelerometer-derived physical activity measurements from 299 participants in the SPEEDY study (Norfolk, UK) were obtained from baseline measurements (age 9-10y) and +4y follow-up. These were linked to objective measures of primary and secondary school environments as measured by the SPEEDY grounds audit tool. We saw considerable differences in the nature of school grounds between primary and secondary schools. Cross-sectional associations were seen between active travel provision scores and commuting time moderate-to-vigorous physical activity (MVPA) for 13-14 year old boys and adolescents living further from school. However, few associations were seen between changes in school grounds scores and changes in school-based MVPA.


Subject(s)
Environment , Exercise , Health Promotion , Schools , Adolescent , Child , Cohort Studies , Female , Humans , Male , Surveys and Questionnaires , United Kingdom , Walking/physiology
8.
Med Sci Sports Exerc ; 48(3): 449-56, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26429733

ABSTRACT

PURPOSE: Understanding seasonal variation in physical activity is important for informing public health surveillance and intervention design. The aim of the current study was to describe seasonal variation in children's objectively measured physical activity and sedentary time. METHODS: Data are from the UK Millennium Cohort Study. Participants were invited to wear an accelerometer for 7 d on five occasions between November 2008 and January 2010. Outcome variables were sedentary time (<100 counts per minute, min·d(-1)) and moderate to vigorous physical activity (MVPA) (>2241 counts per minute, min·d(-1)). The season was characterized using a categorical variable (spring, summer, autumn, or winter) and a continuous function of day of the year. Cross-classified linear regression models were used to estimate the association of each of these constructs with the outcome variables. Modification of the seasonal variation by sex, weight status, urban/rural location, parental income, and day of the week (weekday/weekend) was examined using interaction terms in regression models. RESULTS: At least one wave of valid accelerometer data was obtained from 704 participants (47% male; baseline age, 7.6 (0.3) yr). MVPA was lower in autumn and winter relative to spring, with the magnitude of this difference varying by weekday/weekend, sex, weight status, urban/rural location, and family income (P for interaction <0.05 in all cases). Total sedentary time was greater in autumn and winter compared with spring; the seasonal effect was stronger during the weekend than during the weekday (P for interaction <0.01). CONCLUSIONS: Lower levels of MVPA and elevated sedentary time support the implementation of intervention programs during autumn and winter. Evidence of greater seasonal variation in weekend behavior and among certain sociodemographic subgroups highlights targets for tailored intervention programs.


Subject(s)
Exercise , Seasons , Sedentary Behavior , Accelerometry , Body Weight , Child , Cohort Studies , Female , Humans , Linear Models , Male , Socioeconomic Factors , United Kingdom
9.
Int J Behav Nutr Phys Act ; 12: 41, 2015 Mar 21.
Article in English | MEDLINE | ID: mdl-25890259

ABSTRACT

BACKGROUND: Weather conditions, along with day length, are proposed as the main drivers of the seasonal patterns in children's physical activity (PA), but little is known about how they affect children at different ages. This study examines the relationship between rainfall and PA in a longitudinal cohort of initially 9-10 year-old children in Norfolk, UK. METHODS: Participants were 283 children from the SPEEDY study who wore accelerometers ≤7 days on three occasions in the summer of 2007, 2008 and 2011 at ages 9-10, 10-11, and 13-14y. Daily weather data were obtained for two local weather stations. Relationships between rainfall and PA (moderate-to-vigorous-PA (MVPA; ≥2000) vigorous PA (VPA; ≥4000), counts per minute (cpm)) and sedentary time were assessed in multiple-membership multilevel models. PA was assessed over the whole day, and over parts of the school day; commute time (8 am-9 am and 3 pm-4 pm), lunchtime (12noon-2 pm), and after school (4 pm-9 pm). RESULTS: At ages 9-10 and 10-11y, PA declined with increasing rainfall, with an average of 14.0 (SE 2.9) and 11.4 (3.0) minutes less MVPA on the wettest days (≥1.7 mm rain) compared to dry days respectively. There was no significant trend in MVPA across rainfall categories at age 13-14 years. Between ages 9-10 and 13-14, MVPA decline was largest on dry days (-15.2 (2.7) minutes). These patterns were also apparent during school lunchtime and after school, however they were not seen during school commute times. Similar patterns were seen for other PA intensities. CONCLUSIONS: Increased rainfall is associated with significant decreases in PA among primary school children, but not secondary school children. PA declines most steeply between the ages of 9-10 and 13-14 on dry days. Interventions to increase activity on wet days may be most relevant at primary schools. Our results also highlight the importance of habitualising behavior to make children more resilient both to bad weather, and potentially age-related decline in activity.


Subject(s)
Child Behavior , Exercise , Rain , Seasons , Sedentary Behavior , Accelerometry , Adolescent , Adult , Age Factors , Child , Female , Humans , Longitudinal Studies , Male , Motor Activity , Multilevel Analysis , Schools , United Kingdom
10.
Int J Health Geogr ; 13: 5, 2014 Feb 14.
Article in English | MEDLINE | ID: mdl-24529075

ABSTRACT

BACKGROUND: The school journey may make an important contribution to children's physical activity and provide exposure to food and physical activity environments. Typically, Geographic Information Systems (GIS) have been used to model assumed routes to school in studies, but these may differ from those actually chosen. We aimed to identify the characteristics of children and their environments that make the modelled route more or less representative of that actually taken. We compared modelled GIS routes and actual Global Positioning Systems (GPS) measured routes in a free-living sample of children using varying travel modes. METHODS: Participants were 175 13-14 yr old children taking part in the Sport, Physical activity and Eating behaviour: Environmental Determinants in Young people (SPEEDY) study who wore GPS units for up to 7 days. Actual routes to/from school were extracted from GPS data, and shortest routes between home and school along a road network were modelled in a GIS. Differences between them were assessed according to length, percentage overlap, and food outlet exposure using multilevel regression models. RESULTS: GIS routes underestimated route length by 21.0% overall, ranging from 6.1% among walkers to 23.2% for bus users. Among pedestrians food outlet exposure was overestimated by GIS routes by 25.4%. Certain characteristics of children and their neighbourhoods that improved the concordance between GIS and GPS route length and overlap were identified. Living in a village raised the odds of increased differences in length (odds ratio (OR) 3.36 (1.32-8.58)), while attending a more urban school raised the odds of increased percentage overlap (OR 3.98 (1.49-10.63)). However none were found for food outlet exposure. Journeys home from school increased the difference between GIS and GPS routes in terms of food outlet exposure, and this measure showed considerable within-person variation. CONCLUSIONS: GIS modelled routes between home and school were not truly representative of accurate GPS measured exposure to obesogenic environments, particularly for pedestrians. While route length may be fairly well described, especially for urban populations, those living close to school, and those travelling by foot, the additional expense of acquiring GPS data seems important when assessing exposure to route environments.


Subject(s)
Environment Design/standards , Environment , Geographic Information Systems/standards , Residence Characteristics , Schools , Walking/standards , Adolescent , Child , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Male , Motor Activity/physiology , Surveys and Questionnaires , Walking/physiology
11.
Int J Health Geogr ; 12: 2, 2013 Jan 17.
Article in English | MEDLINE | ID: mdl-23327189

ABSTRACT

BACKGROUND: Interest in the role of food environments in shaping food consumption behaviours has grown in recent years. However, commonly used secondary food environment data sources have not yet been fully evaluated for completeness and systematic biases. This paper assessed the accuracy of UK Points of Interest (POI) data, compared to local council food outlet data for the county of Cambridgeshire. METHODS: Percentage agreement, positive predictive values (PPVs) and sensitivities were calculated for all food outlets across the study area, by outlet type, and across urban/rural/SES divisions. RESULTS: Percentage agreement by outlet type (29.7-63.5%) differed significantly to overall percentage agreement (49%), differed significantly in rural areas (43%) compared to urban (52.8%), and by SES quintiles. POI data had an overall PPV of 74.9%, differing significantly for Convenience Stores (57.9%), Specialist Stores (68.3%), and Restaurants (82.6%). POI showed an overall 'moderate' sensitivity, although this varied significantly by outlet type. Whilst sensitivities by urban/rural/SES divides varied significantly from urban and least deprived reference categories, values remained 'moderate'. CONCLUSIONS: Results suggest POI is a viable alternative to council data, particularly in terms of PPVs, which remain robust across urban/rural and SES divides. Most variation in completeness was by outlet type; lowest levels were for Convenience Stores, which are commonly cited as 'obesogenic'.


Subject(s)
Data Collection/standards , Food Services/economics , Rural Population , Urban Population , Data Collection/statistics & numerical data , Food Services/statistics & numerical data , Humans , Restaurants/economics , Restaurants/statistics & numerical data , Rural Population/statistics & numerical data , Sensitivity and Specificity , Socioeconomic Factors , United Kingdom , Urban Population/statistics & numerical data
12.
Public Health Nutr ; 16(6): 1132-9, 2013 Jun.
Article in English | MEDLINE | ID: mdl-21936970

ABSTRACT

OBJECTIVE: To examine the differences in dietary intakes of children consuming school meals and packed lunches, the contribution of lunchtime intake to overall dietary intake, and how lunchtime intake relates to current food-based recommendations for school meals. DESIGN: Cross-sectional analysis of overall intake of macronutrients and food choice from 4 d food diaries and school lunchtime intake from the two diary days completed while at school. SETTING: Norfolk, UK. SUBJECTS: One thousand six hundred and twenty-six children (aged 9-10 years) attending ninety Norfolk primary schools. RESULTS: At school, lunchtime school meal eaters consumed more vegetables, sweet snacks, chips, starchy foods and milk, and less squash/cordial, fruit, bread, confectionery and savoury snacks than packed lunch eaters. These differences were also reflected in the overall diet. On average school meal eaters met the School Food Trust (SFT) food-based standards, while food choices among packed lunch eaters were less healthy. The contribution of food consumed at school lunchtime to overall diet varied by food and lunch type, ranging from 0.8 % (milk intake in packed lunches) to 74.4 % (savoury snack intake in packed lunches). CONCLUSIONS: There were significant differences in the foods consumed by school meal and packed lunch eaters, with food choices among school meal eaters generally in line with SFT standards. The food choices made at school lunchtime make a significant contribution to overall diet.


Subject(s)
Diet/standards , Energy Intake , Food Preferences , Food Services , Health Behavior , Lunch , Schools , Child , Cross-Sectional Studies , Female , Humans , Male , Snacks , United Kingdom
13.
Health Place ; 18(3): 639-48, 2012 May.
Article in English | MEDLINE | ID: mdl-22281440

ABSTRACT

Schools are inviting settings for the promotion of healthy behaviours in children, and a number of interventions have been trialled to improve diet or increase physical activity levels with the ultimate aim of reducing the prevalence of obesity. However, these have seen mixed results and there is suggestion that consideration needs to be given to a broader definition of the school environment in order to encourage sustainable behaviour changes. This review considers evidence for associations between the physical school environment and diet, physical activity and adiposity. School environment covers the neighbourhood around the school as well as the school grounds, buildings and facilities. Reviewed evidence is used to construct a conceptual framework for understanding associations between the physical school environment and adiposity and related behaviours. The framework highlights how school environments may be modified to promote behaviour changes, and how they may limit or enhance the success of other school-based interventions. Consideration is also given to where future work may best be directed.


Subject(s)
Environment Design , Obesity/etiology , Schools , Adolescent , Child , Female , Humans , Male , Obesity/prevention & control , Residence Characteristics , Risk Reduction Behavior , Social Environment , United Kingdom
14.
Int J Behav Nutr Phys Act ; 9: 153, 2012 Dec 31.
Article in English | MEDLINE | ID: mdl-23276280

ABSTRACT

BACKGROUND: Activity levels are known to decline with age and there is growing evidence of associations between the school environment and physical activity. In this study we investigated how objectively measured one-year changes in physical activity may be associated with school-related factors in 9- to 10-year-old British children. METHODS: Data were analysed from 839 children attending 89 schools in the SPEEDY (Sport, Physical Activity, and Eating behaviours: Environmental Determinants in Young People) study. Outcomes variables were one year changes in objectively measured sedentary, moderate, and vigorous physical activity, with baseline measures taken when the children were 9-10 years old. School characteristics hypothesised to be associated with change in physical activity were identified from questionnaires, grounds audits, and computer mapping. Associations were examined using simple and multivariable multilevel regression models for both school (9 am - 3 pm) and travel (8-9 am and 3-4 pm) time. RESULTS: Significant associations during school time included the length of the morning break which was found to be supportive of moderate (ß coefficient: 0.68 [p: 0.003]) and vigorous (ß coefficient: 0.52 [p: 0.002]) activities and helps to prevent adverse changes in sedentary time (ß coefficient: -2.52 [p: 0.001]). During travel time, positive associations were found between the presence of safe places to cross roads around the school and changes in moderate (ß coefficient: 0.83 [p:0.022]) and vigorous (ß coefficient: 0.56 [p:0.001]) activity, as well as sedentary time (ß coefficient: -1.61 [p:0.005]). CONCLUSION: This study suggests that having longer morning school breaks and providing road safety features such as cycling infrastructure, a crossing guard, and safe places for children to cross the road may have a role to play in supporting the maintenance of moderate and vigorous activity behaviours, and preventing the development of sedentary behaviours in children.


Subject(s)
Bicycling , Schools , Walking , Child , Child Behavior , England , Environment , Ethnicity , Follow-Up Studies , Humans , Linear Models , Longitudinal Studies , Multilevel Analysis , Safety , Sedentary Behavior , Sports , Surveys and Questionnaires
15.
Int J Behav Nutr Phys Act ; 8: 47, 2011 May 24.
Article in English | MEDLINE | ID: mdl-21609441

ABSTRACT

BACKGROUND: The weather may be a driver of seasonal patterns in children's physical activity (PA). A better understanding of the relationships between weather and PA may help increase children's PA. This study aims to examine the association between PA and rainfall in 9-10 year old children, and how it may be modified by school policies. METHODS: 1794 participants in the SPEEDY study in Norfolk, UK recorded PA using ActiGraph accelerometers over up to six days in the summer term of 2007. Multilevel regression models were used to determine the day-by-day association between rainfall and minutes spent sedentary, in moderate-to-vigorous PA (MVPA), and average counts per minute (cpm) over the whole day (07:00-21:00) and the lunchtime period (12:00-14:00). School policies for break times in bad weather were fitted as interaction terms with rainfall. RESULTS: Relative to days with no rain, children spent 9.4 minutes (95%CI 7.0 to 11.9) fewer in MVPA, were sedentary for 13.6 minutes (8.8 to 18.4) more, and accumulated 85.9 cpm (66.2 to 105.5) fewer over the whole day on the wettest days. Children allowed to play outside in wet weather showed the lowest lunchtime PA levels on the wettest days, undertaking 9.8 minutes (6.2 to 13.5) fewer MVPA, 16.1 minutes (10.3 to 21.9) more sedentary, and accumulating 408.0 cpm (250.9 to 565.1) fewer than those allowed to be active indoors. CONCLUSIONS: Rainfall is negatively associated with PA in primary school children, but providing indoor physical activities in wet weather may help children maintain physical activity levels irrespective of rainfall.


Subject(s)
Motor Activity , Rain , Schools , Actigraphy , Child , Female , Humans , Male , Multilevel Analysis , Policy , Regression Analysis , Sedentary Behavior , Surveys and Questionnaires , Time Factors , United Kingdom
16.
Soc Sci Med ; 72(9): 1411-9, 2011 May.
Article in English | MEDLINE | ID: mdl-21481505

ABSTRACT

The rapid speed of the recent rise in obesity rates suggest environmental causes. There is therefore a need to determine which components of the environment may be contributing to this increase. In this cross-sectional study, we examined the associations between adiposity and the characteristics of areas around homes, schools and routes to school among 1995 9-10 year old boys and girls in Norfolk, UK. The relationships between Fat Mass Index (FMI, calculated as fat mass (kg)/height (m)(2)) and objectively computed environmental indicators describing access to food outlets and physical activity facilities, the safety and connectivity of the road network, and the mix of land uses present were investigated. Multivariable hierarchical regression models were fitted with log-transformed FMI as the outcome, and stratification by gender and mode of travel to school. Among girls, better access to healthy food outlets (supermarkets and greengrocers) in the home environment was associated with lower FMI while better access to unhealthy outlets (takeaways and convenience stores) around homes and schools was associated with higher FMI. Also in girls, a higher proportion of accessible open land and a lower mix of land uses around the school were associated with higher FMI. Among boys the presence of major roads in the home neighbourhood was associated with higher FMI among non-active travellers, while major roads in the school neighbourhood were associated with lower FMI among active travellers. No significant associations were seen between FMI and any of the route characteristics. While the relative paucity of associations provides few indicators for the design of effective interventions, there was some evidence that environmental characteristics may be more important among active travellers than non-active travellers, and among girls than boys, suggesting that future interventions should be sensitive to such differences.


Subject(s)
Adiposity , Environment Design , Family Relations , Anthropometry , Child , England , Female , Humans , Male , Obesity/etiology , Regression Analysis
17.
Health Place ; 17(3): 710-6, 2011 May.
Article in English | MEDLINE | ID: mdl-21474361

ABSTRACT

We examined the associations between the physical, social, and policy environments of schools and adiposity in 9-10 year old children in Norfolk, UK. The relationships between 56 school-level variables and Fat Mass Index (FMI; fat mass (kg)/height (m(2))) were investigated among 1724 well characterised children from 92 schools in this cross-sectional study. After stepwise removal of variables from multilevel linear regression models stratified by gender, only three variables were significantly associated with FMI. Among girls, attending a school with more pupils in the year group was associated with lower FMI, and attending a school with better cycle provision was associated with higher FMI. In boys being allowed to eat any food at break-time was associated with higher FMI. There was some evidence of moderation of the relationship between cycle provision and FMI by urban-rural location. These data suggest that few school factors are associated with FMI, and provide limited pointers to inform potential future school-based interventions to reduce obesity.


Subject(s)
Adiposity/physiology , Obesity , Schools/statistics & numerical data , Child , Cross-Sectional Studies , Female , Humans , Male , Obesity/epidemiology , Surveys and Questionnaires , United Kingdom/epidemiology
18.
Am J Prev Med ; 40(4): 405-10, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21406273

ABSTRACT

BACKGROUND: The rising prevalence of childhood obesity is a key public health issue worldwide. Limited evidence suggests that there may be interactions between environmental factors at a neighborhood level and the development of obesity, with the availability and accessibility of food outlets being potentially important. PURPOSE: To examine how the weight status and dietary intake of 1669 children aged 9-10 years was associated with neighborhood food outlets in a cross-sectional study. METHODS: Availability of food outlets was computed from GIS data for each child's unique neighborhood. Outlets were grouped into BMI-healthy, BMI-unhealthy, or BMI-intermediate categories according to food type sold. Weight status measurements were objectively collected, and food intake was recorded using 4-day food diaries. Data were collected in 2007 and analyzed in 2009. RESULTS: Availability of BMI-healthy outlets in neighborhoods was associated with lower body weight (1.3 kg, p=0.03); BMI (0.5 kg/m(2), p=0.02); BMI z-score (0.20, p=0.02); waist circumference (1.3 cm, p=0.02); and percentage body fat (1.1%, p=0.03) compared to no availability. In contrast, neighborhood availability of BMI-unhealthy outlets was inversely associated with body weight (1.3 kg, p=0.02); BMI (0.4 kg/m(2), p=0.05); BMI z-score (0.15, p=0.05); waist circumference (1.1 cm, p=0.04); and percentage body fat (1.0%, p=0.03). Unhealthy food intake (fizzy drinks 15.3%, p=0.04, and noncarbonated "fruit" drinks 11.8%, p=0.03) was also associated with availability of BMI-unhealthy food outlets. CONCLUSIONS: Features of the built environment relating to food purchasing opportunities are correlated with weight status in children.


Subject(s)
Body Weight , Diet , Restaurants/statistics & numerical data , Body Mass Index , Child , Commerce , Cross-Sectional Studies , Diet Records , England , Female , Geographic Information Systems , Humans , Male , Obesity/epidemiology , Residence Characteristics
19.
Int J Pediatr Obes ; 6(2-2): e574-81, 2011 Jun.
Article in English | MEDLINE | ID: mdl-20854106

ABSTRACT

PURPOSE: Little is known about school environmental factors that promote or inhibit activity, especially from studies using objective measures in large representative samples. We therefore aimed to study associations between activity intensities and physical and social school environmental factors. METHODS: A population-based sample of 1 908 British children (SPEEDY study), mean age 10.3 years (Standard deviation [SD]: 0.3), recruited from 92 schools across Norfolk, UK, with valid activity data (assessed with Actigraph accelerometers). Outcome measures were school-based (8 am-4 pm on weekdays) time (in minutes) spent in sedentary (<100 counts/min), moderate (2 000-3 999 counts/min) and vigorous (≥4 000 counts/min) activity. A total of 40 school physical and social environmental factors were assessed. Multivariable multilevel linear regression analyses adjusted for children's sex and body mass index were conducted; interactions with sex were investigated. RESULTS: Availability of a 'Park and Stride' scheme was negatively associated with sedentary minutes (-7.74; 95% CI: -14.8; -0.70). Minutes of moderate activity were associated with the availability of a lollypop person (1.33, 95% CI: 0.35; 2.62) and objectively-assessed walking provision (1.70, 95% CI: 0.85; 2.56). The number of sports facilities of at least medium quality (0.47, 95% CI: 0.16; 0.79), not having a policy on physical activity (-2.28, 95% CI: -3.62; -0.95), and, in boys only, provision of pedestrian training (1.89; 95% CI: 0.77; 3.01) were associated with minutes of vigorous activity. CONCLUSIONS: Only a small number of school-level factors were associated with children's objectively-measured physical activity intensity, giving few pointers for potential future intervention efforts. Further research should focus on using objective measures to elucidate what factors may explain the school-level variance in activity levels.


Subject(s)
Motor Activity , Schools , Sedentary Behavior , Social Environment , Actigraphy/instrumentation , Age Factors , Child , Child Behavior , England , Environment Design , Facility Design and Construction , Female , Health Behavior , Health Promotion , Humans , Linear Models , Male , Physical Education and Training , Risk Assessment , Risk Factors , Sex Factors , Surveys and Questionnaires , Time Factors , Transportation , Walking
20.
Health Place ; 16(5): 776-83, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20435506

ABSTRACT

The aim of this study was to develop, test, and employ an audit tool to objectively assess the opportunities for physical activity within school environments. A 44 item tool was developed and tested at 92 primary schools in the county of Norfolk, England, during summer term of 2007. Scores from the tool covering 6 domains of facility provision were examined against objectively measured hourly moderate to vigorous physical activity levels in 1868 9-10 year old pupils attending the schools. The tool was found to have acceptable reliability and good construct validity, differentiating the physical activity levels of children attending the highest and lowest scoring schools. The characteristics of school grounds may influence pupil's physical activity levels.


Subject(s)
Environment Design/statistics & numerical data , Motor Activity , Schools/statistics & numerical data , Child , England , Environment Design/standards , Humans , Schools/standards , Sports
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