School of Economics and Finance, University of the Witwatersrand, Johannesburg, South Africa.
School of International Affairs, Pennsylvania State University, University Park.
JAMA Netw Open. 2021 Jun 1;4(6):e2112852. doi: 10.1001/jamanetworkopen.2021.12852.
Food insecurity is prevalent among racial/ethnic minority populations in the US. To date, few studies have examined the association between pre-COVID-19 experiences of food insecurity and COVID-19 infection rates through a race/ethnicity lens.
To examine the associations of race/ethnicity and past experiences of food insecurity with COVID-19 infection rates and the interactions of race/ethnicity and food insecurity, while controlling for demographic, socioeconomic, risk exposure, and geographic confounders.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study examined the associations of race/ethnicity and food insecurity with cumulative COVID-19 infection rates in 3133 US counties, as of July 21 and December 14, 2020. Data were analyzed from November 2020 through March 2021.
Racial/ethnic minority groups who experienced food insecurity.
The dependent variable was COVID-19 infections per 1000 residents. The independent variables of interest were race/ethnicity, food insecurity, and their interactions.
Among 3133 US counties, the mean (SD) racial/ethnic composition was 9.0% (14.3%) Black residents, 9.6% (13.8%) Hispanic residents, 2.3% (7.3%) American Indian or Alaska Native residents, 1.7% (3.2%) Asian American or Pacific Islander residents, and 76.1% (20.1%) White residents. The mean (SD) proportion of women was 49.9% (2.3%), and the mean (SD) proportion of individuals aged 65 years or older was 19.3% (4.7%). In these counties, large Black and Hispanic populations were associated with increased COVID-19 infection rates in July 2020. An increase of 1 SD in the percentage of Black and Hispanic residents in a county was associated with an increase in infection rates per 1000 residents of 2.99 (95% CI, 2.04 to 3.94; P < .001) and 2.91 (95% CI, 0.39 to 5.43; P = .02), respectively. By December, a large Black population was no longer associated with increased COVID-19 infection rates. However, a 1-SD increase in the percentage of Black residents in counties with high prevalence of food insecurity was associated with an increase in infections per 1000 residents of 0.90 (95% CI, 0.33 to 1.47; P = .003). Similarly, a 1-SD increase in the percentage of American Indian or Alaska Native residents in counties with high levels of food insecurity was associated with an increase in COVID-19 infections per 1000 residents of 0.57 (95% CI, 0.06 to 1.08; P = .03). By contrast, a 1-SD increase in Hispanic populations in a county remained independently associated with a 5.64 (95% CI, 3.54 to 7.75; P < .001) increase in infection rates per 1000 residents in December 2020 vs 2.91 in July 2020. Furthermore, while a 1-SD increase in the proportion of Asian American or Pacific Islander residents was associated with a decrease in infection rates per 1000 residents of -1.39 (95% CI, -2.29 to 0.49; P = .003), the interaction with food insecurity revealed a similar association (interaction coefficient, -1.48; 95% CI, -2.26 to -0.70; P < .001).
This study sheds light on the association of race/ethnicity and past experiences of food insecurity with COVID-19 infection rates in the United States. These findings suggest that the channels through which various racial/ethnic minority population concentrations were associated with COVID-19 infection rates were markedly different during the pandemic.
在美国,种族/民族少数群体中普遍存在粮食不安全问题。迄今为止,很少有研究通过种族/民族视角来研究 COVID-19 大流行前经历的粮食不安全与 COVID-19 感染率之间的关系。
研究种族/民族和过去粮食不安全经历与 COVID-19 感染率之间的关联,并控制人口统计学、社会经济、风险暴露和地理混杂因素,同时研究种族/民族和粮食不安全之间的相互作用。
设计、地点和参与者:这项横断面研究调查了 3133 个美国县截至 2020 年 7 月 21 日和 12 月 14 日的种族/民族和粮食不安全与 COVID-19 感染率累积之间的关联。数据于 2020 年 11 月至 2021 年 3 月进行分析。
经历粮食不安全的少数种族/民族群体。
因变量是每千名居民中的 COVID-19 感染人数。感兴趣的自变量是种族/民族、粮食不安全及其相互作用。
在 3133 个美国县中,种族/民族构成的平均(SD)为 9.0%(14.3%)黑人居民、9.6%(13.8%)西班牙裔居民、2.3%(7.3%)美洲印第安人或阿拉斯加原住民居民、1.7%(3.2%)亚裔或太平洋岛民居民和 76.1%(20.1%)白人居民。女性比例的平均(SD)为 49.9%(2.3%),年龄在 65 岁及以上的居民比例的平均(SD)为 19.3%(4.7%)。在这些县中,大量的黑人和西班牙裔人口与 2020 年 7 月 COVID-19 感染率的增加有关。一个县的黑人和西班牙裔居民比例每增加 1 SD,每千名居民的感染率就会增加 2.99(95% CI,2.04 至 3.94;P<0.001)和 2.91(95% CI,0.39 至 5.43;P=0.02)。到 12 月,黑人人口的大量增加不再与 COVID-19 感染率的增加有关。然而,在粮食不安全流行率高的县中,黑人居民比例每增加 1 SD,与每千名居民的感染人数增加 0.90(95% CI,0.33 至 1.47;P=0.003)有关。同样,在粮食不安全程度高的县中,美洲印第安人或阿拉斯加原住民居民比例每增加 1 SD,与 COVID-19 每千名居民感染人数增加 0.57(95% CI,0.06 至 1.08;P=0.03)有关。相比之下,2020 年 12 月,一个县的西班牙裔人口每增加 1 SD,与每千名居民的感染人数增加 5.64(95% CI,3.54 至 7.75;P<0.001)相比,7 月的 2.91 有所增加。此外,虽然亚洲或太平洋岛民居民比例每增加 1 SD 与每千名居民的感染率下降 1.39(95% CI,-2.29 至 0.49;P=0.003)有关,但与粮食不安全的相互作用显示出类似的关联(相互作用系数,-1.48;95% CI,-2.26 至-0.70;P<0.001)。
本研究揭示了种族/民族和过去经历的粮食不安全与美国 COVID-19 感染率之间的关联。这些发现表明,在大流行期间,各种少数族裔人口浓度与 COVID-19 感染率相关的渠道明显不同。