This article has Open Peer Review reports available.
Physical and social environmental characteristics of physical activity for Mexican-origin children: examining differences between school year and summer perceptions
© Umstattd Meyer et al.; licensee BioMed Central Ltd. 2014
Received: 4 April 2014
Accepted: 9 September 2014
Published: 16 September 2014
Colonias are substandard residential areas along the U.S.-Mexico border. Families of Mexican-origin living in colonias face health burdens characterized by environmental and socioeconomic hardships. Mexican Americans and low-income families, including colonias children, do not frequently participate in physical activity despite the known link to disease risk reduction. For colonias children, schools are the most commonly reported location for physical activity. School closures and extreme temperatures during summer months create a need to explore seasonal differences in environmental supports and barriers in this population. The purpose of this study was to examine the effect of seasonality on perceived environmental barriers, opportunities, and social support for physical activity among colonias children. As a secondary aim, mother-child discordance for each factor was analyzed.
Promotora-researchers recruited mother-child dyads (n=101 dyads, n=202 participants) from colonias in Hidalgo County, Texas. Mothers and children were separately administered surveys at two time points to capture perceived barriers, opportunities, and social support for physical activity (school-year: February-May; summertime: July-August). Summative scores for each outcome were calculated and three multilevel longitudinal models for continuous outcomes were examined; children were nested within households. Mother-child discordance was measured using Cohen’s Kappa statistic.
Physical activity barriers and environmental opportunities (household and neighborhood) increased from school-year to summer by 1.16 and 2.83 points respectively (p≤0.01), after adjusting for covariates. Significant predictors of increased barriers included household income of >$900/month and having more household members. Children of mothers with significant others who were employed part-time or full-time saw significant decreases in barriers. Mother-child agreement of barriers, environmental opportunities, and social support across seasons was slight to fair (range: median κ=0.047 to κ=0.262).
These results suggest a complex relationship between dimensions of economic hardship (employment status, household income, etc…) and perceived opportunities and barriers of children’s physical activity engagement during the school-year and summer. In this study, both barriers and opportunities increased from school-year to summer, further demonstrating that interactions among these characteristics need to be better understood and addressed when considering physical activity initiatives for colonias and other Mexican-American children, specifically during summer when school-based physical activity resources are unavailable.
Background and purpose
Sedentary behavior is rapidly emerging as an important issue in public health, and concern over the number of children and adolescents adopting sedentary lifestyles has grown in recent years [1, 2]. This is largely due to the deleterious health outcomes associated with sedentary behaviors, and the particular significance of time spent being sedentary among children and adolescents [3, 4]. In addition to a greater risk of childhood obesity and health risks in adulthood, research indicates that the trend of decreased levels of physical activity and increased levels of sedentary behaviors is threatening the persistent increase in life expectancy enjoyed over the past century . Children who do engage in regular physical activity benefit from improved bone health, cardiorespiratory and muscular fitness, decreased levels of adiposity and thus reduced future health risks, as well as psychological benefits including increased self-esteem levels and reduced symptoms of depression [6, 7]. Despite the known benefits of physical activity and the recommendation for all children to engage in moderate to vigorous physical activity for 60 or more minutes each day, many U.S. children do not meet the physical activity recommendation and are spending an increased amount of time in sedentary behaviors . Physical activity has been attributed to varied personal, social, environmental, and economic factors [6, 9]. Given its significance, better understanding of the contributing factors to childhood physical activity participation has the potential to result in more effective physical activity initiatives.
The environmental influence on physical activity participation in youth has been well established. A review conducted by Davison and Lawson  explored the relationship between environment features and children’s physical activity and found that environmental supports for children include sidewalks in their neighborhood, destinations to walk to, fewer uncontrolled intersections, and low traffic density . Availability of play equipment and permanent activity structures in school play areas were also associated with higher levels of physical activity . Environmental barriers to physical activity participation in children included higher neighborhood crime rates and the perceived presence of roaming dogs .
Seasonality may also affect physical activity behaviors. Levels of physical activity have been established to vary with seasonality, with poor or extreme (e.g., very hot, very cold, etc…) weather identified as a barrier to physical activity participation [10–12]. In Canada, where extreme weather conditions exist in during the winter, Canadian adults were found to be 86% more likely to engage in leisure-time physical activity in the summer than in the winter . In areas where extreme weather exists in the summer, reverse trends are likely where activity is more probable during the season with less extreme weather conditions. In addition, many physical activity interventions occur during the school year despite evidence showing greater weight gain during summer months for some populations of children [14, 15]. Given this disconnect, it is important to understand the role of seasonality with regards to physical activity participation of children. This information could help health promotion and physical activity practitioners better understand seasonality trends and subsequently plan more effective future physical activity initiatives.
Mexican-origin families living in colonias along the Texas-Mexico border are impacted by seasonality, specifically extreme summer weather conditions. During the summer months (June- August), average high temperatures in Hidalgo County, Texas range from 97-99 °F, and record high temperatures have reached 110 °F . Previous research within colonias communities cited schools as the most frequent location for children’s physical activity, and school buses as the most common transportation option used by children to access physical activity opportunities . However, schools are not in-session during summer months, and school buses are not available as a means of transportation. In addition, there are limited physical activity programs, especially programs with no charge, which could alter environmental support and/or barriers to physical activity .
The purpose of this study was to examine the effect of seasonality on environmental factors of physical activity among Mexican-origin children residing in colonias in the Hidalgo County, Texas border region, specifically, perceived environmental barriers to physical activity, perceived opportunities for physical activity, and perceived social support for physical activity. As a secondary aim, child-mother agreement across the factors was examined. Given the nature of perception, perceived environmental supports and barriers may differ between mothers and children. Looking at mother-child agreement across factors can aid in understanding the complete picture. Consistent with previous findings, the authors hypothesize that extreme summer temperatures characteristic of colonias will serve as a barrier to physical activity, and be compounded with the elimination of school-based physical activity opportunities during the summer months [10–13, 17].
Four large geographic areas of colonias located in Hidalgo County along the Texas-Mexico border in the Lower Rio Grande Valley were included in the present analysis. Hidalgo County, Texas is 1,571 square miles in size and has a population of 774,769, of which 91% are Hispanic or Latino, 35% live below the poverty level, and the median household income is $33,218 (2008-2012) . Selection methods of these four areas have been previously described [27–31]. Colonias residents are primarily of Hispanic origin, encounter numerous economic and locational disadvantages, characterize a difficult-to-reach population, and may mirror archetypes for emerging new-immigrant destinations elsewhere in the U.S. [18, 31].
Promotora-researchers (State of Texas certified indigenous community health workers trained in research methods) recruited 106 Mexican-origin mother-child dyads. Inclusion criteria required one child (age 6-11 years) who resided full-time from each participating home, and each child’s mother. Complete data were available on 101 dyads (202 participants).
Promotora-researchers explained aspects of the study (assessments, confidentiality, and financial incentive) to mothers, who provided consent for themselves and for her child while children provided assent to participate. All materials and protocols were approved by the by the Texas A&M University and Baylor University Institutional Review Boards.
All data were collected using promotora-administered Spanish-language surveys within participants’ residences across two waves between February and August 2011. Baseline (school-year) surveys were completed February – May 2011, while follow-up (summer time) visits occurred between July – August 2011. Following instrument translations by a team of bilingual (native Spanish) translators and verification by a team of promotora-researchers to ensure semantic, conceptual, and normative equivalence, data were collected in Spanish, the native language of participants. Mothers and children were interviewed separately to avoid bias.
Each mother and child completed three physical activity surveys at two points in time (school-year and summer): 1) perceived environmental and personal barriers to physical activity, 2) perceived opportunities for physical activity in the home and neighborhood, and 3) perceived social support for physical activity. Socio-demographic information was also collected for each participant.
Development of barrier items has been reported elsewhere . In summary, 28 barrier items were developed to capture environmental, interpersonal, and intrapersonal level barriers using current physical activity literature, physical activity barrier scales, and feedback from promotora-researchers [32–34]. Mothers reported their perception of their child’s barriers and children reported what they believed to be barriers to engaging in physical activity. Both mothers and children were instructed to select all barriers within the checklist that were applicable to her/him by selecting a response option of present or not present (yes or no), for a possible summative score ranging from 0-28.
Children reported their perceptions of social support received from their parents and mothers reported perceptions of their provision of social support to their children. Children’s perceptions of parental social support for physical activity were measured with three items using a 7-point Likert scale of frequency to understand how often social support (in the form of parents being physically active with their children, encouraging their children to be physically active, and providing transportation for physical activity) was provided in the previous seven days (0-7 times) [38, 39]. Provision of social support for children’s physical activity was also examined using 3 items to measure the frequency of the mother’s demonstration of social support for her child. These items were adapted from Trost and colleagues’ (2003) original five-item scale . Specifically, items ascertained whether the mother reported supplying transportation to and from physical activity/sport options for her child, exercising with her child, or orally reinforcing that physical activity is “beneficial” or “good” to her child. Although Trost’s original scale used a 5-point Likert scale ranging from “none” to “daily”, in this study each mother reported how many times she provided these types of social support to her child in the previous seven days (0-7). Possible summative scores for both mothers’ provision of social support and children’s receipt of social support ranged from 0-21.
Data were entered into Access databases and reviewed for accuracy by independent researchers. Following database merging and thorough data cleaning procedures, independent summative scores for each measure of interest were created for mothers and children for each time point. Outcomes of interest for each model were interaction of the summative score with the effect of seasonality (wave 1: school-year or 2: summer). Three multilevel longitudinal models for continuous outcomes, in which children were nested within households to account for both child and mother responses, were built to account for correlation inherent in repeated measurements and shared living environments using SAS (v. 9.3, 2012) MIXED procedure. Each model was adjusted for baseline demographic covariates (disclosed by mothers), including self-reported race/ethnicity (Hispanic, Mexican, Mexican-American), birth country (Mexico vs. U.S.), marital status (married/living with partner, not married vs. single/widowed/divorced or separated), mother’s education, total household income (<$500/month, $500-$899/month, ≥$900/month), employment status (mother; spouse or partner: full-time, part-time, not working), household size, and availability of personal transportation during the day. Employment status was determined by a single question asking “In your household who works for wages?” with the following categories available for response: you, spouse or partner, other adults, children. Spouse or partner employment was included for all mothers responding to this item regardless of marital status. Mother-child discordance for physical activity barriers, opportunities, and social support was measured using Cohen’s Kappa coefficient (κ) for each item. Cohen’s Kappa is a statistical measure of inter-rater agreement which takes into account agreement by chance (4). The level of precision, or amount of mother-child agreement, was assessed through criteria established by Landis and Koch, who ascribe κ of <0.00 as “poor”, 0.00-0.20 as “slight”, 0.21-0.40 as “fair”, 0.41-0.60 as “moderate”, 0.61-0.80 as “substantial”, and 0.81-1.00 as “almost perfect” (5). All analyses were performed using SAS (v. 9.3, 2012) .
Baseline demographic characteristics (n = 101 dyads; n = 101 mothers, n = 101 children)
Mean ± standard deviation
Mothers (n = 101)
34.7 ± 6.9
Children (n = 101)
Education completed (years)
Mothers (n = 101)
8.7 ± 3.4
Children (n = 100)
3.2 ± 1.4
Household residency (n = 101)
Adults per household
2.2 ± 0.9
Children per household
3.5 ± 1.3
Mothers (n = 97)
32.6 ± 7.1
Sex of children (n = 101)
Mother’s country of birth (n = 101)
Mother’s marital status (n = 101)
Living with partner
Mother’s race/ethnicity (n = 101)
Total household income (n = 95)
Mother (n = 100)
Spouse or partner (n = 99)
Barriers to physical activity
Item discordance between mother and child reports (Cohen’s Kappa coefficients)
H-Functional bball hoop
No place like a park
H-Tires to roll
Small kids at home
Can’t leave house
No exercise place
No fenced space
No street lamps
N-Functional bball hoop
N-Kids in streets
Fear of hurting
N-Tires to roll
Parents exercise w/ you
Opportunities for physical activity
From school-year to summer, children’s opportunities for physical activity increased by 2.83 points (p < 0.001), after controlling for demographic covariates. Yet, in the longitudinal model the only variable that approached significance was mother’s country of birth, where being U.S. born was associated with a 2.10-point increase in opportunities from school-year to summer (p = 0.06) after adjusting for covariates. Slight mother-child agreement was observed for reports of physical activity opportunities in the school-year (median κ = 0.14) and fair agreement was observed in summer (median κ = 0.26). When examining mother-child agreement for home physical activity opportunities and neighborhood physical activity opportunities separately, agreement was much more likely for home opportunities. Fair agreement was observed for home physical activity opportunities in both the school-year (median κ = 0.28) and summer (median κ = 0.37), where only slight agreement was observed for neighborhood physical activity opportunities in the school-year (median κ = 0.01) and summer (median κ = 0.19). See Table 2 for kappa coefficients comparing mother-child agreement for all items.
Social support for physical activity
Although not statistically significant, children’s social support to engage in physical activity provided by parents decreased from school-year to summer months by 0.54 points (p = 0.209), after controlling for demographic characteristics. Two factors were significantly related with a reduction in support for children’s physical activity. Mother’s self-reported race of Mexican was related with a 2.16 point decrease in social support (p = 0.039) from school-year to summer when compared to mothers reporting their race as Mexican American or Hispanic, after adjusting for covariates. Mothers working full-time was associated with a 2.50-point decrease in social support from school-year to summer (p = 0.023) as compared to mothers working part-time or unemployed after adjusting for covariates. Slight mother-child agreement was observed for children’s parental social support received and mother’s parental support provided for physical activity during the school-year (median κ = 0.08) and summer (median κ = 0.11). See Table 2 for kappa coefficients comparing mother-child agreement for all items.
The present study expands our current understanding of physical activity in colonias populations by examining seasonal differences (school-year to summer) of environmental factors shown to be related with physical activity. As hypothesized, seasonality had an effect on perceived environmental barriers, where they increased from school-year to summer. Given the extreme summer heat in South Texas, it is not surprising that barriers to physical activity increase during the summer. This is consistent with a recent review that found 29 out of 35 studies reported seasonal variation in physical activity among children and adolescents ; with the majority of least active seasons or months being the same season or month that had the most extreme weather conditions (e.g., July in Texas; winter in Northern Canada). Other research has found that school environments do not contribute to weight gain as much as non-school environments, as measured by an increase in BMI from school-year to summer . The established propensity for children to gain weight during the summer months could potentially be the result of the increase in perceived barriers to physical activity from school-year to summer seen in this sample.
While previous studies have established that seasonal differences exist in children’s physical activity, this study adds to the current body of literature by identifying associations between seasonality and perceived environmental barriers, opportunities, and support. In this sample, higher total household income and a greater household size were related with greater barriers for children’s physical activity. Previous research has found mixed relationships between economic status and children’s physical activity levels [43, 44]. For children living in colonias, greater family income may indicate a working parent or working parents that may not be able to provide transportation or other means of accessing physical activities. A greater household size may indicate less individualized attention for children, and fewer physical activity resources, such as appropriate clothing or shoes for each child. Mother’s significant other’s employment was associated with a decrease in barriers from school-year to summer months. This is a particularly interesting finding given that employment often indicates greater income, which was already shown to increase barriers to physical activity. Instead, it is possible that with a significant other working, the child’s mother may be at home and able to provide transportation to physical activity resources, and be able to accompany the child during physical activities.
While barriers increased during summer months, children’s opportunities for physical activity also increased significantly, contrary to the author’s hypothesis. The concurrent increase in both barriers and opportunities may be related with physical activity in several ways. First, it has been established that children often gain weight in the summer . It is therefore possible that barriers to physical activity (e.g., extreme heat, lack of encouragement, lack of appropriate environment, etc.) outweigh the increase in opportunities for physical activity (e.g., kids playing, informally made soccer fields, etc.) contributing to this phenomenon. It has also been shown that children’s physical activity levels increase in the summer, but so do weight gain and BMI . This may alternatively indicate that barriers may not outweigh opportunities, but that other health behaviors, such as food intake, could be contributing to summer weight gain despite the increase in opportunities for physical activity. Future research should explore this balance between barriers and opportunities, and their combined effect on physical activity participation. Approaching statistical significance, increased opportunities were related with mothers born in the U.S. (vs. Mexico) which could be in part due to the acculturation process. It is possible that mothers born in the U.S. are more familiar with summer needs of children in the U.S. versus mothers born in Mexico. Future research should examine potential cultural differences in summer opportunities in Mexico and the U.S. to identify future intervention needs.
Although not significant, social support for physical activity decreased slightly from the school year to summer months. Parental support is a known positive correlate of physical activity participation in children, but the slight decrease from school year to summer is to our knowledge a novel finding . Although barriers to physical activity increase in the summer, and the extreme summer temperatures likely playing a large role in that increase, other school-specific barriers such as homework become irrelevant. Given this and the increase in opportunities for physical activity over the summer, it should be possible for mothers to offer intangible means of social support to their children (e.g., encouraging children to be more active). The mothers who are home during the day could also provide the other intangible means of social support measured in this study by being active with their children. Mothers that are able to provide transportation to their children would have access to an even greater number of resources for physical activities. Despite the increase in opportunities, slight decreases in social support for physical activity between school-year and summer may be harmful for children living in colonias given the potential need for additional support in the summer. Two interesting relationships were identified that should also be further investigated. Children with mothers reporting Mexican race/ethnicity (versus Hispanic or Mexican American – open-ended response) had a significant decrease in social support from school-year to summer, which could be explained by considering cultural differences between these self-identified ethnicities. Future research should explore these potential differences as the present study did not collect adequate information to further examine this. Children with mothers employed full-time at baseline also had decreases in social support from school-year to summer, which could be explained when considering the amount of available time of mothers working full-time as compared to mothers not working or only working part-time. This is potentially accentuated in summer months when children are in greater need of tangible support given their extra discretionary time during the summer. Better understanding of the relationship between these factors and social support may aid in planning more appropriate initiatives to increase social support for physical activity and ultimately increase physical activity levels.
The secondary aim of this study, which was to examine mother-child agreement across the factors, resulted in another important finding. As evidenced by slight and fair median kappa coefficient ratings, discordance between mother’s and child’s perceptions was found in all categories; barriers to physical activity, opportunities for physical activity, and social support for physical activity. Differences between mother’s and child’s perceptions have been found in other fields (e.g., community violence and food security status; [46, 47]), but this study is among the first to examine mother-child discordance regarding perceived physical activity environments. The items with the strongest mother-child agreement included the barrier of having asthma, and having the at-home opportunities of a swing set, trampoline, and a functional basketball hoop. Three of the top four items with the strongest agreement were physical activity opportunities within the home. Across both the school-year and the summer, mother-child agreement was much more likely for home opportunities as compared with neighborhood opportunities. This may be because children and mothers can easily identify whether or not there is a swing set or trampoline in their home or backyard, but may be less aware of other neighborhood resources, especially resources they may not use. Both perceptions of the mothers and children should be considered in efforts to examine and understand physical activity behaviors, given the distinct perceptions between mother-child dyads. Only addressing the concerns of either mothers or children, based on this data, would likely result in an incomplete approach, thus hindering potential effectiveness. Future research that includes environmental perceptions should measure and/or account for mother-child or parent-child differences.
Despite limitations of this study, these results can be used to further research on the relationships between environmental factors and physical activity; and ultimately help guide efforts to increase physical activity in this population. However, several limitations do need to be considered. For instance, causation could not be examined due to the cross-sectional study design. School year surveys were also completed between February and May of 2011. It is possible that differences in perceived barriers, opportunities, and social support may be present across the months that were not accounted for by using this range. In addition, neither mother nor child physical activity was measured in this study. The effects that seasonal increases in perceived barriers, opportunities, and social support have on physical activity participation could therefore only be speculated. Future research should examine these relationships in a similar model. Lastly, this study was only conducted in colonias in Hidalgo County, Texas. Findings are generalizable to other colonias populations similar in environments, resources, and demographics, but may not be generalizable to all colonias populations across the entire U.S.-Mexico border or other populations. Despite these limitations, this study contributes to the literature by extending our understanding of the perceived barriers, perceived opportunities, and social support for physical activity from the school-year to summer months for children living in colonias.
Understanding the effect of seasonality on environmental barriers, opportunities, and social support for physical activity faced by colonias residents can be particularly useful to researchers working with colonias and with other Hispanic immigrants living in the U.S. Similar to the demographic findings in this study although not as severe, approximately 42% of Hispanic women living in the United States aged 16 and over are unemployed, and 40% of Hispanic men and women are experiencing long-term unemployment . Additionally, when compared to other racial groups, Hispanics in the U.S. report the lowest percentages of those with a high school diploma; only 61% . Most Hispanic and specifically Mexican immigrant families are faced with similar challenges as families residing in colonias. These include severe poverty, underemployment, educational disadvantages, increased risk for chronic diseases, and residences within ethnic enclaves. The challenges faced by residents in colonias are therefore representative of many challenges faced by Mexican immigrants across the U.S. and can serve as an example for researchers, policy makers, and public health workers when trying to best serve these populations.
We gratefully acknowledge the participants of this study and the promotora-researchers and other research team members, whose time, effort, and willingness made this project possible. This project was supported through several funding mechanisms that we would like to acknowledge: RWJF/Healthy Eating Research #66969, NIH/NIMHD #5P20MD002295, and the CDC/Cooperative Agreement #1U48DP001924 Core Research Project and Special Interest Project Nutrition and Obesity Policy Research and Evaluation Network.
- Pearson N, Biddle SJH: Sedentary behavior and dietary intake in children, adolescents, and adults: a systematic review. Am J Prev Med. 2011, 41: 178-188. 10.1016/j.amepre.2011.05.002.View ArticlePubMedGoogle Scholar
- Biddle SJ, Gorely T, Stensel DJ: Health-enhancing physical activity and sedentary behaviour in children and adolescents. J Sports Sci. 2004, 22: 679-701. 10.1080/02640410410001712412.View ArticlePubMedGoogle Scholar
- Tremblay MS, Colley RC, Saunders TJ, Healy GN, Owen N: Physiological and health implications of a sedentary lifestyle. Appl Physiol Nutr Metab. 2010, 35: 725-740. 10.1139/H10-079.View ArticlePubMedGoogle Scholar
- Must A, Strauss RS: Risks and consequences of childhood and adolescent obesity. Int J Obes Relat Metab Disord. 1999, 23: s2-View ArticlePubMedGoogle Scholar
- Tremblay MS, LeBlanc AG, Kho ME, Saunders TJ, Larouche R, Colley RC, Goldfield G, Gorber S: Systematic review of sedentary behaviour and health indicators in school-aged children and youth. Int J Behav Nutr Phys Act. 2011, 8: 98-10.1186/1479-5868-8-98.View ArticlePubMedPubMed CentralGoogle Scholar
- U.S. Department of Health and Human Services (USDHHS): Healthy People 2020. Washington, DC: U.S. Government Printing Office. 2010, U.S: Department of Health and Human Services,Google Scholar
- Van Der Horst K, Paw MJCA, Twisk JWR, Van Mechelen W: A brief review on correlates of physical activity and sedentariness in youth. Med Sci Sports Exerc. 2007, 39: 1241-1250. 10.1249/mss.0b013e318059bf35.View ArticlePubMedGoogle Scholar
- Center for Disease Control and Prevention (CDC): Youth Risk Behavior Surveillance- United States, 2013. MMWR Morb Mortal Wkly Rep. Retrieved from http://www.cdc.gov/HealthyYouth/yrbs/index.htm
- Davison KK, Lawson CT: Do attributes in the physical environment influence children’s physical activity? a review of the literature. Int J Behav Nutr Phys Act. 2006, 3: 19-10.1186/1479-5868-3-19.View ArticlePubMedPubMed CentralGoogle Scholar
- Tucker P, Gilliland J: The effect of season and weather on physical activity: a systematic review. Public Health. 2007, 121: 909-922. 10.1016/j.puhe.2007.04.009.View ArticlePubMedGoogle Scholar
- Merrill RMS, Eric C, White GL, Druce D, Shields EC: Climate conditions and physical activity in the United States. Am J Health Behav. 2005, 29: 371-381. 10.5993/AJHB.29.4.9.View ArticlePubMedGoogle Scholar
- Plasqui G, Westerterp KR: Seasonal variation in total energy expenditure and physical activity in Dutch Young Adults. Obes Res. 2004, 12: 688-694. 10.1038/oby.2004.80.View ArticlePubMedGoogle Scholar
- Merchant AT, Dehghan M, Akhtar-Danesh N: Seasonal variation in leisure-time physical activity among Canadians. Can J Public Health Rev Can Santé Publique. 2007, 98: 203-208.Google Scholar
- Baranowski T, O’Connor T, Johnston C, Hughes S, Moreno J, Chen T-A, Meltzer L, Baranowski J: School year versus summer differences in child weight gain: a narrative review. Child Obes Print. 2014, 10: 18-24.View ArticleGoogle Scholar
- Von Hippel PT, Powell B, Downey DB, Rowland NJ: The effect of school on overweight in Childhood: gain in body mass index during the school year and during summer vacation. Am J Public Health. 2007, 97: 696-702. 10.2105/AJPH.2005.080754.View ArticlePubMedPubMed CentralGoogle Scholar
- The Weather Channel, LLC. 2014, [http://www.wunderground.com]
- Umstattd Meyer MR, Sharkey JR, Patterson MS, Dean WR: Understanding contextual barriers, supports, and opportunities for physical activity among Mexican-origin children in Texas border colonias: a descriptive study. BMC Public Health. 2013, 13: 14-10.1186/1471-2458-13-14.View ArticlePubMedPubMed CentralGoogle Scholar
- Donelson AJ, Esparza AX: The Colonias Reader: Economy, housing, and public health in U.S.-Mexico border colonias. 2010, Tuscon, AZ: The University of Arizona Press: Donelson AJ, Esparza AXGoogle Scholar
- Ward PM: Colonias and Public Policy in Texas and Mexico: Urbanization by Stealth. 1999, Austin, TX: University of Texas PressGoogle Scholar
- Vijayaraghavan M, He G, Stoddard P, Schillinger D: Blood pressure control, hypertension, awareness, and treatment in adults with diabetes in the United States-Mexico border region. Rev Panam Salud Publica. 2010, 28: 164-173.View ArticlePubMedGoogle Scholar
- United States-Mexico Border Area: Health in the Americas. 2007, Pan American Health Organization (PAHO), 732-744. Volume ii, ednGoogle Scholar
- Humes KR, Jones NA, Ramirez RR: Overview of race and Hispanic origin: 2010. U. S. Census Bureau. Edited by: Humes KR, Jones NA, Ramirez RR. 2011Google Scholar
- Jensen L: New immigrant settlements in rural America: Problems, prospects, and policies. Carsey Institute, University of New Hampshire. 2006, New Hampshire: In: Reports on rural America. vol. 1. DurhamGoogle Scholar
- Centers for Disease Control and Prevention (CDC) Division of Diabetes Translation: Percentage of risk factors for complications among adults with diabetes, United States, 2007. Department of Health and Human Services, Centers for Disease Control and Prevention. 2009, Atlanta, GA: U.S: Behavioral Risk Factor Surveillance SystemGoogle Scholar
- Parks SE, Housemann RA, Brownson RC: Differential correlates of physical activity in urban and rural adults of various socioeconomic backgrounds in the United States. J Epidemiol Community Health. 2003, 57: 29-35. 10.1136/jech.57.1.29.View ArticlePubMedPubMed CentralGoogle Scholar
- U.S. Census Bureau: State and County QuickFacts. Data derived from Population Estimates, American Community Survey, Census of Population and Housing, State and County Housing Unit Estimates, County Business Patterns, Nonemployer Statistics, Economic Census, Survey of Business Owners, Building Permits. Last Revised: Tuesday, 08-Jul-2014 06:46:03 EDT. http://quickfacts.census.gov/qfd/states/48/48215.html (accessed July 15, 2014)
- Dean WR, Sharkey JR, Johnson CM, St John J: Cultural repertoires and food-related household technology within colonia households under conditions of material hardship. Int J Equity Health. 2012, 11: 25-10.1186/1475-9276-11-25.View ArticlePubMedPubMed CentralGoogle Scholar
- Sharkey JR, Dean WR, John JAS, Huber JC: Using direct observations on multiple occasions to measure household food availability among low-income Mexicano residents in Texas colonias. BMC Public Health. 2010, 10: 445-10.1186/1471-2458-10-445.View ArticlePubMedPubMed CentralGoogle Scholar
- Sharkey JR, Dean WR, Johnson CM: Association of household and community characteristics with Adult and child food insecurity among Mexican-Origin households in Colonias along the Texas-Mexico Border. Int J Equity Health. 2011, 10: 19-32. 10.1186/1475-9276-10-19.View ArticlePubMedPubMed CentralGoogle Scholar
- Sharkey JR, Nalty C, Johnson CM, Dean WR: Children’s very low food security is associated with increased dietary intakes in energy, fat, and added sugar among Mexican-origin children (6-11 y) in Texas border Colonias. BMC Pediatr. 2012, 12: 16-10.1186/1471-2431-12-16.View ArticlePubMedPubMed CentralGoogle Scholar
- Sharkey JR, Horel S, Han D, Huber JC: Association between neighborhood need and spatial access to food stores and fast food restaurants in neighborhoods of Colonias. Int J Health Geogr. 2009, 8: 9-10.1186/1476-072X-8-9.View ArticlePubMedPubMed CentralGoogle Scholar
- Brownson RC, Baker EA, Housemann RA, Brennan LK, Bacak SJ: Environmental and policy determinants of physical activity in the United States. Am J Public Health. 2001, 91: 1995-2003. 10.2105/AJPH.91.12.1995.View ArticlePubMedPubMed CentralGoogle Scholar
- Gordon-Larsen P, Griffiths P, Bentley ME, Ward DS, Kelsey K, Shields K, Ammerman A: Barriers to physical activity: qualitative data on caregiver–daughter perceptions and practices. Am J Prev Med. 2004, 27: 218-223.View ArticlePubMedGoogle Scholar
- Salmon J, Owen N, Crawford D, Bauman A, Sallis JF: Physical activity and sedentary behavior: a population-based study of barriers, enjoyment, and preference. Health Psychol. 2003, 22: 178-188.View ArticlePubMedGoogle Scholar
- Umstattd MR, Baller SL, Hennessy E, Hartley D, Economos CD, Hyatt RR, Yousefian A, Hallam JS: Development of the Rural Active Living Perceived Environmental Support Scale (RALPESS). J Phys Act Health. 2012, 9: 724-730.PubMedGoogle Scholar
- Sallis JF, Glanz K: Physical activity and food environments: solutions to the obesity epidemic. Milbank Q. 2009, 87: 123-154. 10.1111/j.1468-0009.2009.00550.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Yousefian A, Hennessy E, Umstattd MR, Economos CD, Hallam JS, Hyatt RR, Hartley D: Development of the rural active living assessment tools: measuring rural environments. Prev Med. 2010, 50 (Suppl 1): S86-S92.View ArticlePubMedGoogle Scholar
- Ball K, Jeffery RW, Abbott G, McNaughton SA, Crawford D: Is healthy behavior contagious: associations of social norms with physical activity and health eating. Int J Behav Nutr Phys Act. 2010, 7: 86-10.1186/1479-5868-7-86.View ArticlePubMedPubMed CentralGoogle Scholar
- Grieser M, Neumark-Sztainer D, Saksvig BI, Lee J, Felton GM, Kubik MY: Black, Hispanic, and white girls’ perceptions of environmental and social support and enjoyment of physical activity. J School Health. 2008, 78 (6): 314-320. 10.1111/j.1746-1561.2008.00308.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Trost SG, Sallis JF, Pate RR, Freedson PS, Taylor WC, Dowda M: Evaluating a model of parental influence on youth physical activity. Am J Prev Med. 2003, 25: 277-282. 10.1016/S0749-3797(03)00217-4.View ArticlePubMedGoogle Scholar
- SAS (Version 9.3): SAS Institute Inc. 2012, Cary, NCGoogle Scholar
- Carson V, Spence JC: Seasonal variation in physical activity among children and adolescents: a review. Pediatr Exerc Sci. 2010, 22: 81-92.PubMedGoogle Scholar
- Raudsepp L: The relationship between socio-economic status, parental support and adolescent physical activity. Acta Paediatr. 2006, 95: 93-98.View ArticlePubMedGoogle Scholar
- Duncan M, Woodfield L, Al‒Nakeeb Y, Nevill A: The impact of socio‒economic status on the physical activity levels of British Secondary School Children. Eur J Phys Educ. 2002, 7: 30-44.View ArticleGoogle Scholar
- Sallis JF, Prochaska JJ, Taylor WC: A review of correlates of physical activity of children and adolescents. Med Sci Sports Exerc. 2000, 32: 963-975.View ArticlePubMedGoogle Scholar
- Hill HM, Jones LP: Children’s and parents’ perceptions of children’s exposure to violence in urban neighborhoods. J Natl Med Assoc. 1997, 89: 270-276.PubMedPubMed CentralGoogle Scholar
- Nalty CC, Sharkey JR, Dean WR: Children’s reporting of food insecurity in predominately food insecure households in Texas border colonias. Nutr J. 2013, 12: 15-10.1186/1475-2891-12-15.View ArticlePubMedPubMed CentralGoogle Scholar
- United States Department of Labor: The latino labor force in the recovery. 2011, Retrieved from: http://www.dol.gov/_sec/media/reports/hispaniclaborforce/ Google Scholar
- Ryan CL, Siebens J: Educational Attainment in the United States: 2009. United States Census Bureau, U.S Department of Commerce, Economics and Statistics Administration. 2012, Washington DC: U.S Census BureauGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://0-www.biomedcentral.com.brum.beds.ac.uk/1471-2458/14/958/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.