Nutr JNutrition Journal1475-2891BioMed Central2196201431966921475-2891-10-10110.1186/1475-2891-10-101ResearchNativity is associated with sugar-sweetened beverage and fast-food meal consumption among mexican-origin women in Texas border coloniasSharkeyJoseph R1jrsharkey@srph.tamhsc.eduJohnsonCassandra M12cassandj@live.unc.eduDeanWesley R1wdean@srph.tamhsc.eduProgram for Research in Nutrition and Health Disparities, School of Rural Public Health, Texas A&M Health Science Center, College Station, TX (USAUNC Center for Health Promotion and Disease Prevention and Department of Nutrition, UNC Gillings School of Global Public Health, Chapel Hill, NC (USA20113092011101011016820113092011Copyright ©2011 Sharkey et al; licensee BioMed Central Ltd.2011Sharkey et al; licensee BioMed Central Ltd.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.Background

Trends of increasing obesity are especially pronounced among Mexican-origin women. There is little understanding of dietary patterns among U.S.- and Mexico-born Mexican-origin individuals residing in new-destination immigrant communities in the United States, especially behaviors related to obesity, such as consumption of sugar-sweetened beverages (SSB) and fast-food meals (FFM).

Methods

The study used survey data of 599 adult Mexican-origin women from the 610 women who completed the 2009 Colonia Household and Community Food Resource Assessment (C-HCFRA), which was completed in person by trained promotora-researchers in 44 colonias near the Texas border towns of Progreso and La Feria. Data included demographic characteristics (age, education, nativity or country of birth, household income, household composition, and employment status), access to transportation, self-reported height and weight, food and nutrition assistance program participation, and consumption of SSB and FFM. Descriptive statistics were calculated by nativity (U.S.-born vs. Mexico-born); multivariable linear regression models were estimated for correlates of consumption of SSB and FFM.

Results

There are three major findings related to nativity. First, U.S.-born women consumed more SSB and FFM than Mexican-born counterparts in the same areas of colonias. Second, in the combined sample and controlling for other population characteristics, being born in Mexico was independently associated with FFM (fewer FFM), but not with SSB. Third, in analyses stratified by nativity, FFM and SSB were associated with each other among both nativity groups. Among Mexico-born women only, age, presence of a child, or being a lone parent was significantly associated with SSB; full-time employment, being a lone parent, and SSB consumption were each independently associated with increased frequency of FFM.

Conclusions

Our analyses revealed differences in prevalence and correlates of SSB and FFM based on country of birth. Nativity, as a proxy for acculturation, may indicate the extent that immigrants have adopted behaviors from their new environment. However, nativity could also indicate limited accessibility to resources such as food/nutrition assistance programs, transportation, and proper documentation. Additionally, future research should focus on expanding our understanding of the meaning of nativity among individuals who share common contextual factors, but may have different life course experiences and resources needed to transition into a new place. Additional measures should be considered such as educational and occupational background, migration history, documentation status, and dietary acculturation, which may better explain heterogeneity within Hispanic subgroups.

Background

Trends of increasing obesity are especially pronounced among Mexican-origin adults, who tend to be more overweight and obese than non-Hispanic white adults, especially Mexican-origin women who are one of the most obese populations in the U.S. [1,2]. This is of great concern for several reasons. First, since the 2000 U.S. Census, there has been a dramatic increase in the Hispanic or Latino population [3], primarily of Mexican origin [4]. Although much of this growth has occurred in traditional gateway locations such as Chicago, or the U.S. border with Mexico, nearly half of the U.S. population of Hispanics lives outside traditional gateway states [5]. Concentrations of Mexican immigration can be found in new destination immigrant settlements in the Midwest, the South, the Northeast, and the Northwest [5-11]. Second, obesity is related to other comorbidities including diabetes, which also is more common in Mexican-origin women than African American or non-Hispanic white women [12]. Third, there is little understanding of dietary patterns among Mexican-origin individuals in the United States, especially behaviors related to obesity [13-16], such as consumption of sugar-sweetened beverages (SSB) and fast-food meals (FFM) [17,18].

In order to provide national guidance for an overall healthy diet, the 2010 Dietary Guidelines for Americans (DGA) includes a recommendation that individuals reduce intake of calories from added sugars and fats to maintain energy balance, meet nutrient requirements, and reduce risk for common chronic diseases including obesity and diabetes [19]. This recommendation provides motivation for understanding dietary behaviors associated with intake of these "empty calories", namely consumption of SSB and FFM [17,20-23]. Prior work also demonstrates the positive correlation between consumption of unhealthy beverages and unhealthy foods [24], and more specifically the consumption of SSB and FFM [25].

Research findings suggest that Mexican-origin adults, both U.S.- and foreign-born, may be more at risk for diet-related chronic diseases [1,2,12,26-30] and obesogenic dietary behaviors including intake of SSB and FFM [13-16]. Among Mexican-origin adults, greater acculturation to foods and food patterns in the United States was associated with less-healthy dietary behaviors [31-34]. Acculturation is a multidimensional process affected by country of birth, age of arrival, years living in the United States, and contextual factors such as neighborhood composition, regional history of migration, and social networks [33,35-37]. However, there is a paucity of research devoted to understanding dietary behaviors relevant to chronic disease, such as SSB and FFM consumption among Mexican-origin immigrant women in the U.S, especially those living in areas that attract Mexican immigrants such as settlements or colonias in the border region between the U.S. and Mexico or the many new destination Mexican settlements spread throughout the U.S. [33,38-40]. In addition, the literature offers mixed findings regarding the influence of country of birth on health behaviors or health status [15,33,41-47]. Rather, most studies of this population of Mexican-origin women have focused on women's health (reproductive health, pregnancy, maternal and child health, birth outcomes and breast cancer) [6,42,48-54], intimate partner relationships including abuse [55,56], substance abuse [57], stress/mental health [58-61], or focused on their children [62,63]. One recent study did find a greater degree of food insecurity among Mexican-born women, compared with U.S.-born women in the same colonias [64]. Despite an increased risk for diet-related chronic diseases, there are only a handful of studies that describe dietary patterns of Mexican-origin women [16,27,39]. Of these, one examined dietary habits to include FFM [40], and none focused on understanding both SSB and FFM consumption, particularly the extent of daily consumption of SSB and weekly frequency of FFM, or the factors associated with SSB and FFM among the hard-to-reach Mexican-origin families who reside in the growing colonias along the Texas border with Mexico. Research suggests that geographic location (greater access to convenience stores and fast food restaurants) [65-70], household composition (children in the home) [25], and individual or family characteristics (age, employment status, household resources) [25,71-74] were associated with unhealthy eating behaviors, such as SSB and FFM [75-78]. Considering that sociocultural, physical and economic elements of the environment may increase SSB and FFM, the purpose of this study was to examine data from face-to-face interviews conducted in Spanish by specially-trained promotora-researchers (indigenous community health workers trained in research methods) in 44 colonias along the Texas-Mexico border to: 1) compare demographic characteristics and eating behaviors between women born in the U.S. and women born in Mexico, all living in the same colonias and with similar spatial access to food resources, 2) examine the relation of demographic characteristics and eating behaviors to SSB and FFM, and 3) determine if the relationships differed based on nativity.

MethodsParticipants

The study used survey data of 599 adult, Mexican-origin women from the 610 women who completed the 2009 Colonia Household and Community Food Resource Assessment (C-HCFRA), which was conducted in 44 colonias near the Texas border towns of Progreso and La Feria and has been previously described [64]. Eleven women were excluded from analysis for missing data on daily consumption of SSB and/or weekly frequency of FFM.

Data Collection

Four promotora-researchers, who received special training, recruited participants door-to-door on weekdays and weekend days from September to October 2009, acquired informed consent, conducted face-to-face surveys in Spanish, and disbursed a modest incentive ($5) at the completion of the survey. Details of the training of the promotora-researchers, recruitment of participants, and development and modification of the survey instrument to ensure semantic and conceptual equivalence and social and cultural appropriateness have been described elsewhere [64]. All data were collected in Spanish; all promotora-researchers were native Spanish speakers who also resided in nearby colonias.

Measures

Demographic characteristics included age, education, ethnic self-identification, marital status, nativity (country of birth), household composition (number of adults and children in the household), household income, and employment status. Federal poverty level (FPL) for 2009 was calculated from household income and composition data using 2009 Federal Poverty Guidelines [79]. Self-reported height and weight were used to calculate body mass index (BMI) in kg/m2. Categories of BMI were constructed as normal (< 25 kg/m2), overweight (25-29.9 kg/m2), and obese (≥ 30 kg/m2). Access to transportation was assessed through car ownership, car availability, and source of transportation. Food and nutrition assistance programs included four federal programs: 1) Supplemental Nutrition Assistance Program (SNAP), 2) Women, Infants, and Children (WIC), 3) School Breakfast Program (SBP), and 4) National School Lunch Program (NSLP).

Eating behaviors were measured by self-reported daily servings of fruit and vegetables, SSB, and weekly frequency of FFM. To capture SSB and FFM consumption, participants were asked: "How many cans or glasses of regular soda (not diet) or sugar-sweetened beverages do you drink on an average day?" and "How many times a week do you eat fast food meals?" These measures were previously used in community-based work in North Carolina [80-82]. Two questions from a validated, self-reported two-item screener were combined to describe fruit and vegetable intake [83,84].

Statistical Analysis

Release 11 of Stata Statistical Software (College Station, TX) was used for all statistical analyses; p < 0.05 was considered statistically significant. Descriptive statistics were estimated for demographic characteristics, transportation, food and nutrition program participation, and eating behaviors. Comparisons were made between women who were born in the United States and in Mexico using χ2 test (categorical variables) and t-test (continuous variables). A conservative Bonferroni correction (alpha rejection region/number of tests to be conducted) was used to reduce Type I error rate for each individual test from 0.05 to 0.002 [85]. Bivariate correlations between SSB, FFM, and demographic characteristics, food and nutrition program participation, and eating behaviors were estimated. Separate linear regression models were estimated for the entire sample and stratified by nativity (U.S.-born and Mexico-born) to determine the association of independent variables with SSB and FFM. Statistically significant (p < 0.05) variables for demographic characteristics, transportation, food and nutrition program participation, and eating behaviors from the bivariate correlation estimations were simultaneously entered; backward elimination strategy was used, which sequentially removed statistically non-significant variables, to obtain the "best" set of independent variables [85]. Adjusted coefficients and standard errors (SE) are reported.

Results

Table 1 presents descriptive statistics for the entire sample and differences in proportions between women who were born in the United States (32.4%, n = 194) and those born in Mexico (67.6%, n = 405). Compared with U.S.-born women, a greater proportion of Mexico-born women completed less than a 7th grade education, reported a household income at or below 75% of the FPL, were married, had a greater number of children living in the household, were overweight, and did not have a car available. A greater proportion of U.S.-born women were employed full-time outside the home or were lone parents. Although similar proportions of U.S.- and Mexico-born women reported no consumption of SSB (21.1% of U.S.-born and 21.2% of Mexico-born), U.S.-born women consumed a greater number of cans/glasses of SSB each day (1.9 vs. 1.6); and among women who consumed at least one can/glass of SSB, U.S.-born women reported 2.4 ± 1.9 compared with 2.0 ± 1.3 for Mexico-born (p = 0.004). U.S.-born women also consumed more FFM each week (1.4 vs. 0.9); and among women who consumed ≥ 1 FFM (72.7% of U.S.-born vs. 64.9% of Mexico-born, p = 0.058), U.S.-born women reported 2.0 ± 1.4 FFMs/week compared with 1.4 ± 0.7 for Mexico-born women (p < 0.001). Eight of the comparisons remained significant after adjusting for multiple comparisons with a revised level of statistical significance (p ≤ 0.002). In bivariate correlations (data not shown), the following characteristics were significantly correlated with FFM and not with SSB: obesity (r = - 0.13), full-time employment (r = 0.17), household income > 100% FPL (r = 0.18), number of children in the household (r = - 0.09), SNAP participant (r = - 0.13), and not having a car available (r = - 0.08); other variables were correlated with both FFM and SSB. In addition SSB was correlated with FFM (r = 0.29, p < 0.001).

Difference in Demographic Characteristics, Food and Nutrition Program Participation, and Eating Behaviors between U.S.-Born and Mexico-Born Mexican-origin Women in Texas-Mexico Border Colonias (n = 599)1

Total Sample (n = 599)U.S.-born (n = 194)Mexico-born (n = 405)
Variable% (n)% (n)% (n)
Demographic characteristics
Age, y (mean ± SD)39.9 ± 14.538.1 ± 14.740.8 ± 12.3*
Education
 < 7th grade30.2 (181)10.8 (21)39.5 (160)***2
 7th-11th grade31.5 (189)24.7 (48)34.8 (141)**
Ethnic self-identification
 Hispanic9.2 (55)19.6 (38)4.2 (17)***2
 Mexican American27.9 (167)76.3 (148)4.7 (19)***2
 Mexican61.8 (370)1.5 (3)90.6 (367)***2
Household income (FPL)
 No response25.4 (152)26.8 (52)24.7 (100)
 ≤ 75% FPL63.8 (382)55.1 (107)67.9 (275)**2
 76%-100% FPL8.5 (51)12.4 (24)6.7 (27)**
Employment
 Full-time outside home for wages26.7 (160)33.5 (65)23.5 (95)**
 Part-time outside home21.4 (128)19.1 (37)22.5 (91)
Marital status
 Married59.8 (358)51.0 (99)63.9 (259)**
Household composition
 Adults (total)1.9 ± 0.71.9 ± 0.82.0 ± 0.7
 Lone parent19.9 (119)27.8 (54)16.0 (65)***2
 Children (total)2.0 ± 1.61.7 ± 1.42.1 ± 1.7**
 Children (≥ 1)79.5 (476)77.3 (150)80.5 (326)
 Total adults and children3.9 ± 1.83.6 ± 1.74.1 ± 1.9**
BMI (kg/m2)3
 Normal (< 25)30.3 (177)35.1 (67)28.0 (110)
 Overweight (25-29.9)35.1 (205)26.2 (50)39.4 (155)***2
 Obese (≥ 30)34.6 (202)38.7 (74)32.6 (128)
Transportation
 No car available19.5 (117)11.9 (23)23.2 (94)***2
 Ride with family or friend488.9 (104)91.3 (21)88.3 (83)
 Pay for transportation429.1 (34)26.1 (6)29.8 (28)
Food and nutrition program
 SNAP55.1 (330)55.7 (108)54.8 (222)
 WIC542.6 (203)42.7 (64)42.6 (139)
 School breakfast553.8 (256)60.7 (91)50.6 (165)*
 School lunch554.0 (257)60.7 (91)50.9 (166)*
Eating behaviors
 Fruit and vegetables/day3.5 ± 1.63.4 ± 1.73.5 ± 1.5
 Sugar-sweetened beverages/day1.7 ± 1.61.9 ± 2.01.6 ± 1.4**
 Fast food meals/week1.1 ± 1.11.4 ± 1.50.9 ± 0.9***2

1 Comparisons were performed using χ2 test (categorical variables) and t-test (continuous variables).

Statistically significant at level of: * p < 0.05 ** p < 0.01 *** p < 0.001

2 Statistically significant after using Bonferroni correction for multiple comparison (Bonferroni-corrected p = 0.002).

3 n = 585 due to missing data on self-reported height or weight.

4 n = 117 who do not have a car available

5 n = 476 households with ≥ 1 child

Adjusted linear regression estimates for the entire sample are shown in Table 2. Frequency of FFM and being a lone-parent household were independently associated with increased consumption of SSB; age and presence of at least one child were negatively associated with SSB. Being employed full-time and daily consumption of SSB were independently associated with increased frequency of FFM; age, receiving SNAP benefits, and being born in Mexico were associated with less frequent FFMs. In Table 3 nativity-stratified estimates for SSB indicate that increased frequency of FFM was independently associated with SSB among both U.S.- and Mexico-born women. The influence of age, presence of a child, or being a lone parent was significant among Mexico-born women only. The correlates of increased frequency of FFM are shown in Table 4. For U.S.-born women, SNAP participation was associated with lower FFM and SSB consumption with greater FFMs; and among Mexico-born women, full-time employment, being a lone parent, and SSB consumption were each independently associated with increased frequency of FFM.

Association of Demographic Characteristics with Consumption of Sugar-Sweetened Beverages (SSB) and Frequency of Fast-Food Meals (FFM) among 599 Mexican-origin Women

VariableSSB Consumption1Coefficient (SE)FFM Consumption2Coefficient (SE)
Mexico-bornX-0.43 (0.09)***
Age-0.02 (0.01)***-0.01 (0.01)*
≥ 1 Child in household-0.45 (0.18)**X
Lone parent household0.33 (0.16)*X
Fast food meals/week0.36 (0.06)***-
SSB consumption/daily-0.17 (0.03)***
SNAPX-0.27 (0.09)**
Employed full-timeX0.27 (0.10)**

Intercept2.44 (0.31)***1.40 (0.18)***
Adjusted R2 of model0.1220.154
Significance of χ2 in model< 0.0001< 0.0001

1 Dependent variable is consumption of regular soda or sugar-sweetened beverages (SSB) on an average day. All variables simultaneously entered; backward elimination of variables not statistically significant.

2 Dependent variable is consumption of fast-food meals (FFM) during an average week. All variables simultaneously entered; backward elimination of variables not statistically significant.

X = dropped out of the model

Statistically significant at the level of: * p < 0.05 ** p < 0.01 *** p < 0.001

Association of Demographic Characteristics and Frequency of Fast Food Meals (FFM) with Consumption of Sugar-Sweetened Beverages among 599 Mexican-origin Women, by Country of Birth

VariableU.S.-Born (n = 194)Coefficient (SE)Mexico-born (n = 405)Coefficient (SE)
Age-0.02 (0.01)-0.02 (0.01)***
≥ 1 Child in household-0.01 (0.36)-0.71 (0.20)***
Lone parent household0.22 (0.31)0.42 (0.19)*
FFM consumption/week0.38 (0.09)***0.32 (0.08)***

Intercept2.04 (0.61)***2.73 (0.35)***
Adjusted R2 of model0.0980.116
Significance of χ2 in model< 0.0001< 0.0001

Dependent variable is consumption of regular soda or sugar-sweetened beverages on an average day. All variables simultaneously entered.

Statistically significant at the level of: * p < 0.05 ** p < 0.01 *** p < 0.001

Association of Demographic Characteristics with Weekly Consumption of Fast-Food Meals (FFM) among 599 Mexican-Origin Women, by Country of Birth

VariableU.S.-Born (n = 194)Coefficient (SE)Mexico-born (n = 405)Coefficient (SE)
Age-0.01 (0.01)-0.01 (0.01)
≥ 1 Child in household0.12 (0.29)-0.10 (0.13)
Lone parent household0.09 (0.23)0.25 (0.12)*
SNAP-0.56 (0.23)**-0.13 (0.09)
Employed full-time0.27 (0.23)0.26 (0.10)**
SSB consumption/day0.22 (0.05)***0.11 (0.03)***

Intercept1.47 (0.48)**1.01 (0.23)***
Adjusted R2 of model0.1540.099
Significance of χ2 in model< 0.0001< 0.0001

Dependent variable is weekly consumption of fast-food meals (FFM). All variables simultaneously entered.

Statistically significant at the level of: * p < 0.05 ** p < 0.01 *** p < 0.001

Discussion

Although the incidence and prevalence of overweight and obesity have long reached critical levels and mirror increases in the consumption of SSB and FFM, especially among Hispanic adults and children, this is apparently the first study to examine the association of nativity with two less-healthy eating behaviors among Mexican women who reside in colonias along the Texas-Mexico border, where the population is primarily Mexican-origin and Spanish speaking individuals with similar spatial access to food stores and food service places [77]. Specifically, we examined the differences in SSB consumption and frequency of FFM between Mexican-origin women born in the United States and born in Mexico who were living in the same communities. This is also the first study that we are aware of that compared the influence of demographic characteristics on SSB and FFM consumption with Mexican-origin women born in the U.S. and in Mexico. There are three major findings related to nativity. First, U.S.-born women consumed more SSB and FFM than their Mexican-born counterparts. Second, in the combined sample and controlling for other population characteristics, being born in Mexico was independently associated with FFM (fewer FFM), but not with SSB. Third, in analyses stratified by nativity, FFM and SSB were associated with each other among both nativity groups. Possible reasons for observing an association between being born in Mexico and consuming fewer FFM include the higher proportion of Mexico-born with characteristics that represent lower socio-economic status, such as limited education, lower household income, employment status, and lack of transportation. The lack of association between nativity and SSB consumption may be explained by potentially distinct sources of SSB; U.S.-born may consume more SSB as purchased soft drinks while Mexico-born women may rely on aguas frescas de frutas (homemade fruit-flavored waters with added sugars).

Although similar proportions of U.S.- and Mexico-born Mexican women consumed at least one SSB each day or one FFM each week, U.S.-born women consumed a greater amount of SSB and greater number of FFM than their Mexico-born counterparts. Food and food habits have been linked to various measures of acculturation - single-item measures (e.g., country of birth or language), acculturation scores, and food-based assessments [86]. Although other studies have found years in the United States and language spoken to be associated with consumption of sugar beverages, this is apparently the first study to introduce the dimension of country of birth as an influence on SSB consumption [33], especially in the context of the predominantly Mexican-origin, Spanish language communities along the Texas-Mexico border. As previously mentioned, one study of San Francisco Bay Area Hispanic women documented a relationship between country of birth and fast-food consumption [40]. Notable demographic differences observed between Mexican women born in Mexico and those born in the U.S. suggests that country of birth may serve as a proxy measure for limited education, very low household income, being married, larger household composition, not having a car available during the day, and employment status outside the home. The results confirm prior reviews and research articles suggesting that less acculturation (e.g., country of birth) is associated with healthier diets [33,34,87]. This study is unique in that Hispanic subgroups (U.S.-born and Mexico-born) experience similar contextual exposures, such as density of Mexican population, colonia population characteristics, and locational access to food sources, which are considered a major influence on the acculturation process [33]. Stratified multiple variable regression analyses confirmed nativity differences and similarities in the influence of sample characteristics and eating behaviors on SSB and FFM consumption.

The observation of co-occurring unhealthy eating and drinking behaviors such as higher consumption of SSB and FFM has been reported previously [24,75]. Several studies document the association between both unhealthy dietary behaviors and adverse health incomes, including weight gain and obesity risk [17,23], cardiometabolic risk [22,88,89], and type 2 diabetes [17]. This study adds to the paucity of research documenting SSB and FFM consumption among Mexican-origin women [16,27,39], a population identified as at-risk for developing diet-related chronic-diseases [16,27]. At present, Mexican-origin women have the highest rates of obesity in the U.S. and in Mexico [1,2,26].

There are a number of strengths to this study. First, this is a large study of hard-to-reach Mexican women in border colonias. This population is of increasing national importance because such colonias can be considered an archetype for the new destination Mexican immigrant communities that are now found in great numbers throughout the continental U.S. Second, there are few studies describing dietary factors associated with obesity, including consumption of SSB and FFM among a sample of Mexican-origin women [16,27,39]. Previous studies with men and women of Mexican-origin have included at least one of these unhealthy dietary behaviors, but only in the context of general dietary patterns [13-15]. Understanding risk markers for obesity in Mexican-origin women is a major public health focus on both sides of the border and a bi-national priority [5,7,19], which bolsters the importance of this study. A third strength is the identification of country of birth as a single-item measure of acculturation in a Mexican population, where Spanish is the predominant language.

There are several limitations to this study that warrant mention. First, the self-reported measures of SSB and FFM consumption may underreport actual frequency and amount consumed each day, which limits our ability to determine caloric intake from SSB or FFM. These measures of SSB and FFM, which did not identify a specific time frame, provided incomplete descriptions and did not specify culturally-appropriate SSB such as aguas frescas de frutas. As others have suggested, there is a need for specific prompts to better capture intakes of SSB and FFM [25,69,90]. Second, data were not available to describe seasonal variation in consumption of SSB and FFM. Third, data were not available to document type and amount of FFM consumed. Fourth, there were no additional measures of acculturation such as duration of residence in the U.S. Finally, the cross-sectional nature of this study prevents a temporal determination of predictors of consumption of SSB and FFM.

Despite these limitations, this research is highly relevant and timely given that the largest growing segment of the U.S. population is of Mexican origin and the concomitant increase in the number of new destination immigrant communities in interior and rural destinations including Iowa, North Carolina, and Tennessee [6,7,9,91,92]. Colonias are considered the archetype for new destination communities of Mexican-origin immigrants. Similar to new destination immigrant communities, colonias are smaller, more dispersed communities comprised of a disproportionately poor population of immigrants and their families with limited access to the kinds of resources necessary for facilitating economic and social mobility in a region characterized by adverse social conditions [9,93]. A distinguishing characteristic of colonias is that colonias are not "new" and now include both native and immigrant residents of Mexican-origin. Given consideration of the prototypical character of colonias, these findings have implications for dietitians developing interventions focused on the reduction of FF and SSB meals among Mexican-origin residents in rapidly growing new destination communities.

Conclusions

This study provides key findings on the importance of considering nativity in consumption of SSB and FFM. U.S.-born women consumed more SSB and FFM than Mexican-born counterparts in the same areas of colonias. Further, being born in Mexico was independently associated with consuming fewer FFM, but not associated with SSB. Finally, FFM and SSB were associated with each other among both nativity groups. Future research should focus on expanding our understanding of the meaning of nativity among individuals who share common contextual factors, but likely differ in life-course experiences and the resources needed to transition into a new place. Nativity may function as a proxy for acculturation and indicate the extent that immigrants adopt behaviors from their new environment. However, nativity could also indicate limited accessibility to resources such as food/nutrition assistance programs, transportation, and proper documentation. Additional measures should be considered such as educational and occupational background, resilience and access to a range of resources, migration history, documentation status, dietary acculturation, and life-course experiences, which may better explain heterogeneity in health outcomes among Hispanic subgroups [92,93].

Competing interests

The authors declare that they have no competing interests.

Authors' contributions

JRS developed the original idea for assessing sugar beverages and fast food. JRS worked on the development of the instrument and the protocol for collection of data. JRS, CMJ, and WRD wrote the first draft of the paper. JRS, CMJ, and WRD read and approved the final manuscript.

Acknowledgements

This research was supported in part with funding from the National Institutes of Health (NIH)/National Center on Minority Health and Health Disparities (# 5P20MD002295) and by Cooperative Agreement #1U48DP001924 from the Centers for Disease Control and Prevention (CDC), Prevention Research Centers Program through Core Research Project and Special Interest Project Nutrition and Obesity Policy Research and Evaluation Network. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH and CDC. We thank Maria Davila and our promotora-researchers for data collection and the women who participated in the study.

OgdenCLCarrollMDPrevalence of overweight, obesity, and extreme obesity among adults: United States, Trends 1976-1980 through 2007-20082010http://www.cdc.gov/nchs/data/hestat/obesity_adult_07_08/obesity_adult_07_08.pdf[cited 2011 22 April]FlegalKMCarrollMDOgdenCLCurtinLRPrevalence and trends in obesity among US adults, 1999-2008JAMA2010303323524110.1001/jama.2009.201420071471HumesKRJonesNARamirezRROverview of Race and Hispanic Origin: 20102011U.S. Census BureauThe Pew Hispanic CenterCountry of Origin Profiles: Hispanics of Mexican Origin in the United States, 20082011http://pewhispanic.org/files/factsheets/59.pdf22 April 2010 [cited 2011 4 May]JohnsonKMLichterDTNatural Increase: A New Source of Population Growth in Emerging Hispanic Destinations in the United StatesPopulation and Development Review200834232734610.1111/j.1728-4457.2008.00222.xBernosky de FloresCHHuman capital, resources, and healthy childbearing for Mexican women in a new destination immigrant communityJournal of Transcultural Nursing201021433234110.1177/104365960936071420664012ZúñigaVHernández-LeónRNew Destinations: Mexican Immigration in the United States2006New York: Russell Sage FoundationGrayVBCossmanJSDodsonWLByrdSHDietary acculturation of Hispanic immigrants in MississippiSalud pública de méxico20054753513601149961CornfieldDBAnsley F, Shefner JImmigrant labor organizing in a "new destination city": approaches to the unionization of African, Asian, Latino, and Middle Eastern workers in NashvilleGlobal Connections & Local Receptions: New Latino Immigration to the Southeastern United States2009Knoxville, TN: University of Tennessee Press27929721968567JensenLDuncan CMNew Immigrant Settlements in Rural America: Problems, Prospects, and PoliciesCarsey Institute Reports on Rural America2010Durham: University of New HampshireSaenzRMartinez ROThe Changing Demography of Latinos in the MidwestLatinos in the Midwest2011East Lansing: Michigan State University Press3356PhelanSTObesity in minority women: calories, commerce, and cultureObstetrics and Gynecology Clinics of North America200936237939210.1016/j.ogc.2009.04.00319501320FloresMMaciasNRiveraMLozadaABarqueraSRivera-DommarcoJTuckerKLDietary patterns in Mexican adults are associated with risk of being overweight or obeseJournal of Nutrition2010140101869187310.3945/jn.110.12153320739452CarreraPMGaoXTuckerKLA study of dietary patterns in the Mexican-American population and their association with obesityJournal of the American Dietetic Association2007107101735174210.1016/j.jada.2007.07.01617904933DuffeyKJGordon-LarsenPAyalaGXPopkinBMBirthplace is associated with more adverse dietary profiles for US-born than for foreign-born Latino adultsJournal of Nutrition2008138122428243510.3945/jn.108.09710519022968WinhamDMFlorianTAHispanic women in EFNEP have low adherence with dietary guidelines regardless of acculturation levelJournal of Hunger & Environmental Nutrition20105449850910.1080/19320248.2010.52728021971874MalikVSPopkinBMBrayGADespresJ-PHuFBSugar-sweetened beverages, obesity, type 2 diabetes mellitus, and cardiovascular disease riskCirculation2010121111356136410.1161/CIRCULATIONAHA.109.87618520308626BowmanSAGortmakerSLEbbelingCBPereiraMALudwigDSEffects of Fast-Food Consumption on Energy Intake and Diet Quality Among Children in a National Household SurveyPediatrics200411311211810.1542/peds.113.1.11214702458U.S. Department of Agriculture and U.S. Department of Health and Human ServicesDietary Guidelines for Americans 20102010Washington, DC: U.S. Department of Agriculture, U.S. Department of Health and Human ServicesBermudezOIGaoXGreater consumption of sweetened beverages and added sugars is associated with obesity among US young adultsAnnals of Nutrition & Metabolism2011573-421121821088388MalikVPopkinBBrayGDesprésJWillettWHuFSugar sweetened beverages and risk of metabolic syndrome and type 2 diabetes: a meta-analysisDiabetes Care20103312477248310.2337/dc10-107920693348DuffeyKJGordon-LarsenPSteffenLMJacobsDRPopkinBMRegular consumption from fast food establishments relative to other restaurants is differentially associated with metabolic outcomes in young adultsJournal of Nutrition2009139112113211810.3945/jn.109.10952019776183RosenheckRFast food consumption and increased caloric intake: a systematic review of a trajectory towards weight gain and obesity riskObesity Reviews20089653554710.1111/j.1467-789X.2008.00477.x18346099DuffeyKJPopkinBMAdults with healthier dietary patterns have healthier beverage patternsJournal of Nutrition2006136112901290717056820SharkeyJRJohnsonCMDeanWRLess-healthy eating behaviors have a greater association with a high level of sugar-sweetened beverage consumption among rural adults than among urban adultsFood & Nutrition Research201155581921972279RojasRAguilar-SalinasCAJiménez-CoronaAShamah-LevyTRaudaJÁvila-BurgosLVillalpandoSLazcano PonceEMetabolic syndrome in Mexican adults: results from the National Health and Nutrition Survey 2006Salud Publica de Mexico201052Suppl 11118VellaCAZubiaRYOntiverosDCruzMLPhysical activity, cardiorespiratory fitness, and metabolic syndrome in young Mexican and Mexican-American womenApplied Physiology, Nutrition, and Metabolism2009341101710.1139/H08-13419234580BarqueraSRiveraJAEspinosa-MonteroJSafdieMCampiranoFMonterrubioEAEnergy and nutrient consumption in Mexican women 12-49 years of age: analysis of the National Nutrition Survey 1999Salud Publica de Mexico200445Suppl 4S530S539SundquistJWinklebyMCountry of birth, acculturation status and abdominal obesity in a national sample of Mexican-American women and menInternational Journal of Epidemiology200029347047710.1093/ije/29.3.47010869319WangYBeydounMAThe obesity epidemic in the United States--gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysisEpidemiologic Reviews200729162810.1093/epirev/mxm00717510091Benavides-VaelloSCultural influences on the dietary practices of Mexican Americans: a review of the literatureHispanic Health Care International200532735Perez-EscamillaRPutnikPThe role of acculturation in nutrition, lifestyle, and incidence of type 2 diabetes among LatinosJournal of Nutrition200713786087017374645AyalaGXBaqueroBKlingerSA systematic review of the relationship between acculturation and diet among Latinos in the United States: Implications for future researchJournal of the American Dietetic Association200810881330134410.1016/j.jada.2008.05.00918656573DixonLBSundquistJWinklebyMDifferences in Energy, Nutrient, and Food Intakes in a US Sample of Mexican-American Women and Men: Findings from the Third National health and Nutrition Examination Survey, 1988-1994Am J Epidemiol20001525485710.1093/aje/152.6.54810997545Van HookJGlickJEImmigrant and living arrangements: moving beyond economic need versus acculturationDemography20074422524910.1353/dem.2007.001917583303EllisMWrightRSpatial demography special feature: Assimilation and differences between the settlement patterns of individual immigrants and immigrant householdsProc Natl Acad Sci2005102153251533010.1073/pnas.050731010216230636Viruell-FuentesEABeyond acculturation: Immigration, discrimination, and health research among Mexicans in the United StatesSocial Science & Medicine2007651524153510.1016/j.socscimed.2007.05.01017602812Benavides-VaelloSBrownSAEvaluating guiding questions for an ethnographic study of Mexican American women with diabetesHispanic Health Care International201082778410.1891/1540-4153.8.2.77Espinosa de los MonterosKGalloLCElderJPTalaveraGAIndividual and area-based indicators of acculturation and the metabolic syndrome among low-income Mexican American women living in a border regionAmerican Journal of Public Health200898111979198610.2105/AJPH.2008.14190318799765NormanSCastroCAlbrightCKingAComparing acculturation models in evaluating dietary habits among low-income Hispanic womenEthn Dis20041439940415328942MontoyaJSalinasJBarrosoCMitchell-BennettLReiningerBNativity and nutritional behaviors in the Mexican origin population living in the US-Mexico border regionJournal of Immigrant and Minority Health201013194100WingoPAKulkarniABorrudLGMcDonaldJAVillalobosSAGreenDCHealth disparities among Mexican American women aged 15-44 years: National Health and Nutrition Examination Survey, 1999-2004Am J Public Health2009997819008495SussnerKLindsayAGreaneyMPetersonKThe influence of immigrant status and acculturation on the development of overweight in Latino families: a qualitative studyJournal of Immigrant & Minority Health200810649750510.1007/s10903-008-9137-318373200MierNOryMGZhanDConklingMSharkeyJRHealth-related quality of life among Mexican Americans living in colonias at the Texas-Mexico borderSocial Science & Medicine20086681760177110.1016/j.socscimed.2007.12.01718261832YehM-CViladrichABruningNRyeCDeterminants of Latina obesity in the United States: the role of selective acculturationJournal of Transcultural Nursing200920110511518948450Carter-PokrasOZambranaRYankelvichGEstradaMCastillo-SalgadoCOrtegaAHealth status of Mexican-origin persons: do proxy measures of acculturation advance our understanding of health disparities?Journal of Immigrant and Minority Health200810647548810.1007/s10903-008-9146-218470618DinhKCastroFTeinJ-YKimSCultural predictors of physical and mental health status among Mexican American women: a mediation modelAmerican Journal of Community Psychology2009431354810.1007/s10464-008-9221-919130212Thiel de BocanegraHTrinh-ShevrinCHerreraAGanyFMexican immigrant male knowledge and support toward breast and cervical cancer screeningJournal of Immigrant and Minority Health200911432633310.1007/s10903-008-9161-318551367WilsonEKDifferences in contraceptive use across generations of migration among women of Mexican originMaternal and Child Health Journal200913564165110.1007/s10995-008-0382-918780172CampesinoMRuizEGloverJUKoithanMCounternarratives of Mexican-origin women with breast cancerAdvances in Nursing Science2009322E57E6719461222OsypukTLBatesLMAcevedo-GarciaDAnother Mexican birthweight paradox? the role of residential enclaves and neighborhood poverty in the birthweight of Mexican-origin infantsSocial Science & Medicine201070455056010.1016/j.socscimed.2009.10.03419926186JohnsonMAMarchiKSSegmented assimilation theory and perinatal health disparities among women of Mexican descentSocial Science & Medicine200969110110910.1016/j.socscimed.2009.04.00819450913NuñoTMartinezMHarrisRGarcíaFA promotora-administered group education intervention to promote breast and cervical cancer screening in a rural community along the U.S.-Mexico border: a randomized controlled trialCancer Causes and Control201122336737410.1007/s10552-010-9705-421184267CeballosMPalloniAMaternal and infant health of Mexican immigrants in the USA: the effects of acculturation, duration, and selective return migrationEthnicity & Health201015437739610.1080/13557858.2010.48132920509058LiendoNMWardellDWEngebretsonJReiningerBMVictimization and revictimization among women of Mexican descentJournal of Obstetric, Gynecologic, & Neonatal Nursing201140220621410.1111/j.1552-6909.2011.01230.x21940960GrzywaczJGRaoPGentryAMarínAArcuryTAAcculturation and conflict in Mexican immigrants' intimate partnerships: the role of women's labor force participationViolence Against Women200915101194121210.1177/107780120934514419706779CaetanoRRamisetty-MiklerSWallischLSMcGrathCSpenceRTAcculturation, drinking, and alcohol abuse and dependence among Hispanics in the Texas-Mexico borderAlcoholism: Clinical and Experimental Research200832231432110.1111/j.1530-0277.2007.00576.xShattellMMSmithKMQuinlan-ColwellAVillalbaJAFactors contributing to depression in Latinas of Mexican origin residing in the United States: implications for nursesJournal of the American Psychiatric Nurses Association200814319320410.1177/107839030831903421665765KaestnerRPearsonJAKeeneDGeronimusATStress, allostatic load, and health of Mexican immigrantsSocial Science Quarterly20099051089111110.1111/j.1540-6237.2009.00648.x21165158FloresETschannJMDimasJMBachenEAPaschLAde GroatCLPerceived discrimination, perceived stress, and mental and physical health among Mexican-origin adultsHispanic Journal of Behavioral Sciences200830440142410.1177/0739986308323056HatchettBRGarciaCCWilliamsLMexican-American women in the colonias: effects of cultural and environmental stressorsJournal of Borderland Studies20021727996ReifsniderEFlores VelaABeckman MendezDNguyenHKellerCDowdall SmithSPerceptions of children's body sizes among mothers living on the Texas Mexico border (La Frontera)Public Health Nursing200623648849510.1111/j.1525-1446.2006.00588.x17096773BaylesBPerceptions of childhood obesity on the Texas-Mexico borderPublic Health Nursing201027432032810.1111/j.1525-1446.2010.00861.x20626832SharkeyJRDeanWRJohnsonCMAssociation of household and community characteristics with adult and child food insecurity among Mexican-origin households in colonias along the Texas-Mexico BorderInternational Journal for Equity in Health2011101910.1186/1475-9276-10-1921569496DrewnowskiAObesity and the food environment: Dietary energy density and diet costsAmerican Journal of Preventive Medicine200427315416210.1016/j.amepre.2004.06.01115450626CreelJSSharkeyJRMcIntoshWAAndingJHuberJCAvailability of Healthier Options in Traditional and Nontraditional Rural Fast-Food OutletsBMC Public Health2008839510.1186/1471-2458-8-39519040722SharkeyJRHorelSNeighborhood Socioeconomic Deprivation and Minority Composition Are Associated with Better Potential Spatial Access to the Food Environment in a Large Rural AreaJ Nutr200813862062718287376SharkeyJRHorelSHanDKHuberJCAssociation between neighborhood need and spatial access to food stores and fast food restaurants in neighborhoods of ColoniasInternational Journal of Health Geographics200981910.1186/1476-072X-8-919220879SharkeyJRJohnsonCMDeanWRHorelSFocusing on fast food restaurants alone underestimates the relationship between neighborhood deprivation and exposure to fast food in a large rural areaNutrition Journal20111011010.1186/1475-2891-10-1021266055FleischhackerSEEvensonKRRodriguezDAAmmermanASA systematic review of fast food access studiesObesity Reviews2011125e460e47110.1111/j.1467-789X.2010.00715.x20149118BleichSNWangYCWangYGortmakerSLIncreasing consumption of sugar-sweetened beverages among US adults: 1988-1994 to 1999-2004The American Journal of Clinical Nutrition200989137219056548DuffeyKJGordon-LarsenPSteffenLMJacobsDRPopkinBMDrinking caloric beverages increases the risk of adverse cardiometabolic outcomes in the Coronary Artery Risk Development in Young Adults (CARDIA) StudyThe American Journal of Clinical Nutrition201092495410.3945/ajcn.2010.2947820702604RehmCDMatteTDVan WyeGYoungCFriedenTRDemographic and behavioral factors associated with daily sugar-sweetened soda consumption in New York City adultsJournal of Urban Health200885337538510.1007/s11524-008-9269-818347992KuczmarskiMFMasonMMASchwenkMEAEvansMKZondermanABBeverage Consumption Patterns of a Low-Income PopulationTopics in Clinical Nutrition201025319120976036SharkeyJRJohnsonCMDeanWRLess-healthy eating behaviors have a greater association with a high level of sugar-sweetened beverage consumption among rural adults than among urban adultsFood and Nutrition Research20115558199SharkeyJRJohnsonCMDeanWRHorelSAFocusing on fast food restaurants alone underestimates exposure to fast food in a large rural areaNutrition Journal201110101421288348SharkeyJRHorelSHanDHuberJAssociation between neighborhood need and spatial access to food stores and fast food restaurants in neighborhoods of coloniasInternational Journal of Health Geographics200981910.1186/1476-072X-8-919220879SharkeyJRJohnsonCMDeanWRAssociation between proximity to and coverage of traditional fast-food restaurants and non-traditional fast-food outlets and fast-food consumption among rural adultsInternational Journal of Health Geographics2011103710.1186/1476-072X-10-3721599955U.S. Department of Health and Human ServicesThe 2009 HHS Poverty Guidelineshttp://aspe.hhs.gov/poverty/09poverty.shtmlJohnsonCMSharkeyJRDeanWREating Behaviors and Social Capital are Associated with Fruit and Vegetable Intake among Rural AdultsJournal of Hunger and Environmental Nutrition20105330231510.1080/19320248.2010.50409421116465SharkeyJRBranchLGZohooriNGiulianiCBusby-WhiteheadJHainesPSInadequate nutrient intake among homebound older persons in the community and its correlation with individual characteristics and health-related factorsAm J Clin Nutr20027614354512450914North Carolina Prevention PartnersHealthy Eating: Starting the Conversationhttp://www.ncpreventionpartners.org/dnn/ResnicowKOdomEWangTDudleyWMitchellDVaughanRJacksonABaranowskiTValidation of three food frequency questionnaires and 24-hour recalls with serum carotenoid levels in a sample of African American adultsAm J Epidemiol20001521110728010.1093/aje/152.11.107211117617CampbellMCarrCDevellisBSwitzerBBiddleAAmamooMWalshJZhouBSandlerRA randomized trial of tailoring and motivational interviewing to promote fruit and vegetable consumption for cancer prevention and controlAnn Behav Med2009382718510.1007/s12160-009-9140-520012809KleinbaumDGKupperLWMullerKENizamAApplied Regression Analysis and Other Multivariate Models1998Pacific Grove: Duxbury PressSatia-AboutaJPattersonRENeuhouserMLElderJDietary acculturation: Applications to nutrition research and dieteticsJ Am Diet Assoc20021021105111812171455Romero-GwynnEGwynnDDietary Patterns and Acculturation Among Latinos of Mexican DescentJSRI Research report #231997East Lansing, MI: The Julian Samora Research Institute21972462DuffeyKJGordon-LarsenPSteffenLMJacobsDRPopkinBMDrinking caloric beverages increases the risk of adverse cardiometabolic outcomes in the Coronary Artery Risk Development in Young Adults (CARDIA) StudyAmerican Journal of Clinical Nutrition201092495495910.3945/ajcn.2010.2947820702604FungTTMalikVRexrodeKMMansonJEWillettWCHuFBSweetened beverage consumption and risk of coronary heart disease in womenThe American Journal of Clinical Nutrition20098941037104210.3945/ajcn.2008.2714019211821PopkinBMArmstrongLEBrayGMCaballeroBFreiBWillettWCA new proposed guidance system for beverage consumption in the United StatesAm J Clin Nutr2006835294216522898GrayVBCossmanJSDodsonWLByrdSHDietary acculturation of Hispanic immigrants in MississippiSalud Publica Mex20054735136010.1590/S0036-3634200500050000516323528MarrowHBNew Destination Dreaming: Immigration, Race, and Legal Status in the Rural American South2011Standford, California: Stanford University PressGalloLCPenedoFJEspinosa de los MonterosKArguellesWResiliency in the face of disadvantage: do Hispanic cultural characteristics protect health outcomes?Journal of Personality20097761707174610.1111/j.1467-6494.2009.00598.x19796063