School of Public Health, The University of Texas Health Science Center , Houston, TX , USA.
Front Public Health. 2015 Apr 28;3:63. doi: 10.3389/fpubh.2015.00063. eCollection 2015.
The goal was to examine the relationship between the food environment and selected socioeconomic variables and ethnic/racial makeup in the eight largest urban settings in Texas so as to gain a better understanding of the relationships among Hispanic composition, poverty, and urban foodscapes, comparing border to non-border urban environments.
Census-tract level data on (a) socioeconomic factors, like percentage below the poverty line and number of households on foodstamps, and (b) ethnic variables, like percent of Mexican origin and percent foreign born, were obtained from the U.S. Census. Data at the census-tract level on the total number of healthy (e.g., supermarkets) and less-healthy (e.g., fast food outlets) food retailers were acquired from the CDC's modified retail food environment index (mRFEI). Variation among urban settings in terms of the relationship between mRFEI scores and socioeconomic and ethnic context was tested using a mixed-effect model, and linear regression was used to identify significant factors for each urban location. A jackknife variance estimate was used to account for clustering and autocorrelation of adjacent census tracts.
Average census-tract mRFEI scores exhibited comparatively small variation across Texas urban settings, while socioeconomic and ethnic factors varied significantly. The only covariates significantly associated with mRFEI score were percent foreign born and percent Mexican origin. Compared to the highest-population county (Harris, which incorporates most of Houston), the only counties that had significantly different mRFEI scores were Bexar, which is analogous to San Antonio (2.12 lower), El Paso (2.79 higher), and Neuces, which encompasses Corpus Christi (2.90 less). Significant interaction effects between mRFEI and percent foreign born (El Paso, Tarrant - Fort Worth, Travis - Austin), percent Mexican origin (Hidalgo - McAllen, El Paso, Tarrant, Travis), and percent living below the poverty line (El Paso) were observed for some urban settings. Percent foreign born and percent Mexican origin tended to be positively associated with mRFEI in some locations (Hidalgo, El Paso) and negatively associated in others (Tarrant, Travis).
Findings are consistent with other studies that suggest the effects of Hispanic concentration on the foodscape may be positive (beneficially healthy) in border urban settings and negative in non-border. The evidence implies that the effects of Hispanic ethnic composition on the food environment are location-dependent, reflecting the unique attributes (e.g., culture, infrastructure, social networks) of specific urban settings.
本研究旨在探讨德克萨斯州八个最大城市中食物环境与特定社会经济变量和族裔/种族构成之间的关系,以便更好地了解西班牙裔构成、贫困和城市食物景观之间的关系,并比较边境和非边境城市环境。
从美国人口普查中获取了关于社会经济因素(如贫困线以下的百分比和食品券领取家庭数量)和族裔变量(如墨西哥裔百分比和外国出生百分比)的普查区数据。从疾病预防控制中心的改良零售食品环境指数(mRFEI)中获得了关于普查区中健康食品零售商(如超市)和不太健康食品零售商(如快餐店)总数的数据。使用混合效应模型检验了城市环境中 mRFEI 得分与社会经济和族裔背景之间的关系的变异性,并使用线性回归确定了每个城市地点的重要因素。使用 jackknife 方差估计来解释相邻普查区的聚类和自相关。
德克萨斯州城市环境中平均普查区 mRFEI 得分差异相对较小,而社会经济和族裔因素差异较大。唯一与 mRFEI 得分显著相关的协变量是外国出生百分比和墨西哥裔百分比。与人口最多的县(哈里斯县,其中包含休斯顿的大部分地区)相比,唯一 mRFEI 得分显著不同的县是比克斯县(相当于圣安东尼奥,低 2.12)、伊达尔戈县-麦卡伦(与埃尔帕索、塔伦特-沃思堡、特拉维斯-奥斯汀相关)和纽西斯县(包含科珀斯克里斯蒂,低 2.90)。在一些城市环境中观察到 mRFEI 与外国出生百分比(埃尔帕索、塔伦特-沃思堡、特拉维斯)、墨西哥裔百分比(伊达尔戈-麦卡伦、埃尔帕索、塔伦特、特拉维斯)和生活在贫困线以下的百分比(埃尔帕索)之间存在显著的交互效应。在一些地方(伊达尔戈、埃尔帕索),外国出生百分比和墨西哥裔百分比与 mRFEI 呈正相关,而在其他地方(塔伦特、特拉维斯)则呈负相关。
研究结果与其他研究一致,表明西班牙裔集中对食物景观的影响在边境城市可能是积极的(有益的健康),而在非边境城市则是消极的。这一证据表明,西班牙裔构成对食物环境的影响是具有位置依赖性的,反映了特定城市环境的独特属性(如文化、基础设施、社交网络)。