| Literature DB >> 35047719 |
Stephanie Rogus1, Kathryn E Coakley2, Shadai Martin1, Diana Gonzales-Pacheco2, Christopher J Sroka3.
Abstract
BACKGROUND: The novel coronavirus disease 2019 (COVID-19) pandemic disrupted food systems and economies across the United States. Public health measures, including stay-at-home orders, led to employment disruptions and food system shocks that increased barriers to food access.Entities:
Keywords: COVID-19; New Mexico; cross-sectional study; food access; food insecurity
Year: 2022 PMID: 35047719 PMCID: PMC8758401 DOI: 10.1093/cdn/nzab139
Source DB: PubMed Journal: Curr Dev Nutr ISSN: 2475-2991
FIGURE 1Proportion of study respondents in each USDA food security category and the collapsed categories (food secure and food insecure) used in the analysis.
Variable names, descriptions, and measures used in the analysis
| Variable | Description | Measure |
|---|---|---|
| Race/ethnicity | Asked respondents if they were of Hispanic, Latino, or Spanish origin and separately asked to select their race based on 2020 Census categories | Non-Hispanic white = 0; Native American = 1; Hispanic = 2; other, non-Hispanic = 3 |
| Rural/urban | Coded as a rural or urban area by ZIP code based on the Rural-Urban Commuting Area Codes ( | Urban = 0; large rural = 1; small rural = 2; rural, isolated = 3 |
| Gender | Asked respondents which of the following describes their gender identity | Male = 0; female = 1; other (transgender, nonbinary, or self-describe) = 2 |
| Age | Asked respondents what year they were born | Continuous |
| Education | Asked respondents what is the highest level of formal education that you have completed | Less than high school = 0; some college = 1; bachelor's degree = 2; postgraduate degree = 3 |
| Income | Asked respondents to select an income category based on their household income in 2019 before taxes | Continuous (1 = <$12,999/y; 2 = $13,000–$24,999/y; 3 = $25,000–$49,999/y, 4 = $50,000–$74,999/y, 5 = $75,000–$99,999/y, 6 = $100,000–$124,999/y, 7 = $125,000–$149,999/y, 8 = >$150,000/y) |
| Household size | Asked respondents to report the number of people living in their household within categories (>65 y old, 18–65 y old, <18 y old) | Continuous (number of individuals per age group summed per respondent) |
| Challenges | Could not find as much food as I wanted to buy | 1 = never, 2 = sometimes, 3 = usually, 4 = always, not applicable |
| Could not find the kinds of food my household prefers to eat | ||
| Had challenges getting food through a school food program | ||
| Had challenges getting food through a food pantry | ||
| Had challenges knowing where to find help for getting food | ||
| Had to go to more places than usual in order to find the food my household wanted | ||
| Had to stand “too close for safety” to other people when getting food (less than six feet away) | ||
| Worry | There will not be enough food in the store | Scale of 1–6: 1 = not worried at all; 6 = extremely worried, not applicable |
| Food will become more expensive for my household | ||
| Food will become unsafe | ||
| My household will lose access to programs that provide free food or money for food | ||
| My household will have a decrease in income and won't be able to afford enough food | ||
| My household won't have enough food if we have to stay at home and can't go out at all |
Sample descriptive characteristics1
| Characteristic |
| % | FI, | FI, % |
|---|---|---|---|---|
| Race/ethnicity | ||||
| Non-Hispanic white | 603 | 40.6 | 130 | 21.6 |
| Native American | 69 | 4.6 | 32 | 46.4 |
| Hispanic | 351 | 23.6 | 144 | 41.0 |
| Other non-Hispanic | 84 | 5.6 | 22 | 26.2 |
| Missing | 380 | 25.6 | 95 | 25.0 |
| Rural/urban classification | ||||
| Urban | 789 | 53.1 | 219 | 27.8 |
| Large rural | 160 | 10.8 | 59 | 36.9 |
| Small rural | 80 | 5.4 | 25 | 31.2 |
| Isolated | 81 | 5.4 | 28 | 34.6 |
| Missing | 377 | 25.4 | 92 | 24.4 |
| Gender | ||||
| Male | 176 | 11.8 | 32 | 18.2 |
| Female | 920 | 61.9 | 290 | 31.5 |
| Other | 15 | 1.0 | 8 | 53.3 |
| Missing | 376 | 25.3 | 93 | 24.7 |
| Age, y | ||||
| 18–30 | 121 | 8.1 | 42 | 34.7 |
| 31–44 | 269 | 18.1 | 99 | 36.8 |
| 45–64 | 521 | 35.0 | 160 | 30.7 |
| ≥65 | 196 | 13.2 | 27 | 13.8 |
| Missing | 380 | 25.6 | 95 | 25.0 |
| Education | ||||
| High school or less | 87 | 5.9 | 49 | 56.3 |
| Some college | 300 | 20.2 | 130 | 43.3 |
| Bachelor degree | 364 | 24.5 | 95 | 26.1 |
| Postdegree | 357 | 24.0 | 53 | 14.8 |
| Missing | 379 | 25.5 | 96 | 25.3 |
| Income, $ | ||||
| <13,000 | 98 | 6.6 | 68 | 69.4 |
| 13,000 to <25,000 | 123 | 8.3 | 69 | 56.1 |
| 25,000 to <50,000 | 242 | 16.3 | 94 | 38.8 |
| 50,000 to <75,000 | 266 | 17.9 | 56 | 21.1 |
| 75,000 to <100,000 | 156 | 10.5 | 24 | 15.4 |
| ≥100,000 | 200 | 13.4 | 12 | 6.0 |
| Missing | 402 | 27.0 | 100 | 24.9 |
| Household size, | ||||
| 1 | 176 | 11.8 | 48 | 27.3 |
| 2 | 382 | 25.7 | 72 | 18.8 |
| 3–4 | 379 | 25.5 | 123 | 32.5 |
| >4 | 171 | 11.5 | 86 | 50.3 |
| Missing | 379 | 25.5 | 94 | 24.8 |
1 n = 1487. FI, food insecure.
Unadjusted ORs (95% CIs) of the relations between individual participant characteristics and reported food insecurity
| Characteristic | Unadjusted OR (95% CI) |
|---|---|
| Race/ethnicity ( | |
| Non-Hispanic white | Reference |
| Native American | 3.15 (1.88, 5.25) |
| Hispanic | 2.56 (1.92, 3.41) |
| Other non-Hispanic | 1.29 (0.75, 2.15) |
| Rural/urban classification ( | |
| Urban | Reference |
| Large rural | 1.53 (1.07, 2.19) |
| Small rural | 1.18 (0.71, 1.92) |
| Isolated | 1.37 (0.84, 2.21) |
| Gender ( | |
| Male | Reference |
| Female | 2.06 (1.39, 3.14) |
| Other | 5.11 (1.72, 15.57) |
| Age ( | 0.98 (0.97, 0.98) |
| Education ( | |
| High school or less | Reference |
| Some college | 0.60 (0.37, 0.96) |
| Bachelor degree | 0.27 (0.17, 0.44) |
| Postgraduate degree | 0.14 (0.08, 0.23) |
| Income ( | |
| <13,000 | Reference |
| 13,000 to <25,000 | 0.54 (0.31, 0.95) |
| 25,000 to <50,000 | 0.27 (0.16, 0.45) |
| 50,000 to <75,000 | 0.11 (0.07, 0.19) |
| 75,000 to <100,000 | 0.08 (0.04, 0.14) |
| ≥100,000 | 0.03 (0.01, 0.05) |
| Household size ( | 1.35 (1.25, 1.47) |
Logistic regression coefficients, SEs, and adjusted ORs of the relations between participant characteristics and reported food insecurity
| Characteristics | Coefficient | SE |
| Adjusted OR (95% CI) |
|---|---|---|---|---|
| (Intercept) | 0.531 | 0.638 | 0.406 | |
| Race/ethnicity | ||||
| Non-Hispanic white | Reference | |||
| Native American | 0.185 | 0.323 | 0.567 | 1.20 (0.64, 2.26) |
| Hispanic | 0.529 | 0.185 | 0.004 | 1.70 (1.18, 2.44) |
| Other non-Hispanic | 0.241 | 0.317 | 0.447 | 1.27 (0.68, 2.37) |
| Rural/urban classification | ||||
| Urban | Reference | |||
| Large rural | 0.185 | 0.230 | 0.421 | 1.20 (0.77, 1.89) |
| Small rural | −0.364 | 0.306 | 0.233 | 0.69 (0.38, 1.26) |
| Isolated | −0.101 | 0.298 | 0.735 | 0.90 (0.50, 1.62) |
| Gender | ||||
| Male | Reference | |||
| Female | 0.574 | 0.250 | 0.021 | 1.78 (1.09, 2.90) |
| Other | 2.126 | 0.732 | 0.004 | 8.38 (1.99, 35.21) |
| Age | −0.005 | 0.006 | 0.431 | 1.00 (0.98, 1.01) |
| Education | ||||
| High school or less | Reference | |||
| Some college | 0.160 | 0.289 | 0.580 | 1.17 (0.67, 2.07) |
| Bachelor degree | −0.298 | 0.297 | 0.316 | 0.74 (0.41, 1.33) |
| Postgraduate degree | −0.400 | 0.323 | 0.216 | 0.67 (0.36, 1.26) |
| Income (at mean household size of 3), $ | ||||
| <13,000 | Reference | |||
| 13,000 to <25,000 | −1.515 | 0.573 | 0.008 | 0.51 (0.28, 0.93) |
| 25,000 to <50,000 | −2.615 | 0.523 | 0.000 | 0.29 (0.17, 0.50) |
| 50,000 to <75,000 | −3.308 | 0.543 | 0.000 | 0.13 (0.07, 0.22) |
| 75,000 to <100,000 | −3.746 | 0.742 | 0.000 | 0.08 (0.04, 0.17) |
| ≥100,000 | −3.811 | 0.889 | 0.000 | 0.03 (0.02, 0.08) |
| Household size, $ | ||||
| <13,000 | −0.038 | 0.123 | 0.759 | 0.96 (0.76, 1.23) |
| 13,000 to <25,000 | 0.281 | 0.165 | 0.090 | 1.28 (1.01, 1.60) |
| 25,000 to <50,000 | 0.460 | 0.151 | 0.002 | 1.52 (1.26, 1.84) |
| 50,000 to <75,000 | 0.411 | 0.153 | 0.007 | 1.45 (1.20, 1.75) |
| 75,000 to <100,000 | 0.423 | 0.203 | 0.037 | 1.47 (1.06, 2.03) |
| ≥100,000 | 0.151 | 0.247 | 0.542 | 1.12 (0.73, 1.71) |
n = 1072. All ORs are adjusted for all other characteristics presented in the table.
FIGURE 2z Test comparing the proportions of food-secure and food-insecure individuals who selected “usually” or “always” in response to the questions examining challenges with access to food during the novel coronavirus disease 2019 pandemic. Proportions were significantly different (P < 0.001) for each question.
FIGURE 3z Test comparing the proportions of food-secure and food-insecure individuals who rated their food-related worry during the novel coronavirus disease 2019 pandemic as 4–6 on a scale of 1 (not worried at all) to 6 (extremely worried). Proportions were significantly different (P < 0.001) for each question.