Introduction
Methods
Results
Conclusions
INTRODUCTION
- Coleman-Jensen A
- Rabbitt MP
- Gregory C
- Singh A
- Schanzenbach D
- Pitts A
Kaiser Family Foundation. State COVID-19 data and policy actions. San Francisco, CA: Kaiser Family Foundation. https://www.kff.org/coronavirus-covid-19/issue-brief/state-data-and-policy-actions-to-address-coronavirus/. Published January 27, 2021. Accessed January 27, 2021.
Kaiser Family Foundation. State COVID-19 data and policy actions. San Francisco, CA: Kaiser Family Foundation. https://www.kff.org/coronavirus-covid-19/issue-brief/state-data-and-policy-actions-to-address-coronavirus/. Published January 27, 2021. Accessed January 27, 2021.
METHODS
Measuring household experiences during the coronavirus pandemic. U.S. Census Bureau. https://www.census.gov/householdpulsedata. Updated January 12, 2021. Accessed July 23, 2020.
Measure | Description |
---|---|
Food insufficiency | Participants were asked, "In the last 7 days, which of these statements best describes the food eaten in your household?" Potential response options included: "Enough of the kinds of food (I/we) wanted to eat", "Enough, but not always the kinds of food (I/we) wanted to eat", "Sometimes not enough to eat", and "Often not enough to eat". The response options "Enough of the kinds of food (I/we) wanted to eat" and "Enough, but not always the kinds of food (I/we) wanted to eat" were categorized as food sufficient, while the response options "Sometimes not enough to eat" and "Often not enough to eat" were categorized as food insufficient as reported by the U.S. Census. 36 The questions regarding food sufficiency were consistent with the U.S. Household Food Security Survey Module.64 Food insufficiency generally describes whether households have enough food for their families to eat and is often the most extreme form of food insecurity.United States Department of Agriculture. US Household Food Security Survey Module: Three-Stage Design, with Screeners. Washington, D.C.; 2012. https://www.ers.usda.gov/media/8271/hh2012.pdf. Accessed October 15, 2020. 3 In other surveys, such as the Current Population Survey's Food Security Supplement, 86%‒89% of people reporting food insufficiency were deemed food insecure.4
How much has food insecurity risen? Evidence from the census household pulse survey. Institute for Policy Research Rapid Research Report, Northwestern University,
Evanston, IL2020 https://www.ipr.northwestern.edu/documents/reports/ipr-rapid-research-reports-pulse-hh-data-10-june-2020.pdf Date accessed: December 8, 2020 |
Received free food or groceries | "During the last 7 days, did you or anyone in your household get free groceries or a free meal?" Response options included "yes" or "no". This item was included in order to determine the extent of receipt of food aid and to determine sources of food aid as below to inform policy and resource allocation during the COVID-19 pandemic. |
Where did you get free groceries or food? | This item was asked of participants who responded "yes" to receiving free food or groceries and was measured using the question "Where did you get free groceries or free meals?" Potential response options included "Free meals through the school or other programs aimed at children", "Food pantry or food bank", "Home-delivered meal service like Meals on Wheels, Church, synagogue, temple, mosque or other religious organization", "Shelter or soup kitchen", "Other community program", and "Family, friends, or neighbors". These factors were chosen as part of the U.S. public-use household-level Current Population Survey Food Security Supplement (CPS-FSS), which was designed to understand where Americans receive food aid in relation to food insecurity. 65 In addition, from a policy level, it is important to determine what proportion of Americans are receiving free food during the pandemic and where they are getting the food aid from. This can inform resource allocation for federal and state policies as part of the Coronavirus relief legislation.United States Department of Agriculture. Food Security in the United States. https://www.ers.usda.gov/data-products/food-security-in-the-united-states/. Published 2020. Accessed October 14, 2020. |
Mental health symptoms | Mental health symptoms were measured using questions adapted from the 7-item Generalized Anxiety Disorder scale (GAD-7) 66 and the 9-item Patient Health Questionnaire (PHQ-9),67 which are used to screen for generalized anxiety disorder and major depressive disorder, respectively. Participants were asked how often they had symptoms of anxiety, worry, anhedonia (lack of interest), and depression over the last 7 days. Potential response options for each question included "Not at all", "Several days", "More than half the days", and "Nearly every day". Each variable was dichotomized such that "Not at all" indicated the absence of the symptom and "Several days", "More than half the days", and "Nearly every day" indicated the presence of the symptom (i.e., any days). |
Demographic variables | Demographic variables that may be associated with food insufficiency and potential confounders in the association between food insufficiency and poor mental health include age, sex, race/ethnicity, marital status, number of children in the household, and number of adults in the household. 22 ,27 ,54 ,68
Social determinants, lived experiences, and consequences of household food insecurity among persons living with HIV/AIDS on the shore of Lake Victoria, Kenya. AIDS Care - Psychol Socio-Medical Asp AIDS/HIV. 2012; 24: 728-736https://doi.org/10.1080/09540121.2011.630358 |
SES | Socioeconomic variables that may be associated with food insufficiency and potential confounders in the association between food insufficiency and poor mental health include employment loss in the past 7 days, federal poverty level, and education. 17 ,22 ,68
Social determinants, lived experiences, and consequences of household food insecurity among persons living with HIV/AIDS on the shore of Lake Victoria, Kenya. AIDS Care - Psychol Socio-Medical Asp AIDS/HIV. 2012; 24: 728-736https://doi.org/10.1080/09540121.2011.630358 |
Statistical Analysis
RESULTS
Demographics | Total | Food sufficient | Food insufficient | p-value |
---|---|---|---|---|
Age, mean ± SE | 48.46 ± 0.21 | 49.26 ± 0.23 | 41.09 ± 0.56 | <0.001 |
Sex, % | 0.065 | |||
Female | 51.50 | 51.09 | 55.35 | |
Male | 48.50 | 48.91 | 44.65 | |
Race/ethnicity, % | <0.001 | |||
White alone, not Hispanic | 63.71 | 65.99 | 43.71 | |
Black alone, not Hispanic | 10.97 | 9.99 | 19.32 | |
Asian alone, not Hispanic | 4.98 | 5.19 | 3.17 | |
A total of ≥2 races + other races, not Hispanic | 3.93 | 3.87 | 4.54 | |
Hispanic or Latino (may be of any race) | 16.41 | 14.96 | 29.26 | |
Married, % | 56.24 | 58.50 | 35.92 | <0.001 |
Number of children in household, mean ± SE | 0.68 ± 0.01 | 0.65 ± 0.01 | 1.00 ± 0.07 | <0.001 |
Number of adults in household, mean ± SE | 2.72 ± 0.02 | 2.70 ± 0.03 | 2.92 ± 0.07 | 0.005 |
Employment loss, past 7 days, % | 47.65 | 44.41 | 76.45 | <0.001 |
Below federal poverty level, % | 20.16 | 16.30 | 54.42 | <0.001 |
Education, % | <0.001 | |||
High school or less | 37.69 | 34.85 | 62.61 | |
More than high school | 62.31 | 65.15 | 37.39 | |
Food insufficiency, June 11‒16, 2020, % | 10.02 | — | — | |
Food insufficiency, before March 13, 2020, % | 8.07 | 1.87 | 63.52 | <0.001 |
Received free groceries or meals, past 7 days, % | 9.36 | 8.24 | 19.46 | <0.001 |
School program, % | 4.07 | 3.61 | 8.20 | <0.001 |
Food pantry or food bank, % | 2.85 | 2.30 | 7.91 | <0.001 |
Home delivery, % | 0.31 | 0.27 | 0.59 | 0.085 |
Religious organization, % | 1.93 | 1.67 | 4.36 | <0.001 |
Food shelter or soup kitchen, % | 0.12 | 0.07 | 0.52 | 0.001 |
Other community program, % | 1.77 | 1.56 | 3.57 | 0.027 |
Family, friends, or neighbors, % | 2.48 | 2.03 | 6.65 | <0.001 |
Any symptoms of poor mental health, past 7 days, % | 72.40 | 70.04 | 93.76 | <0.001 |
Anxious, % | 65.21 | 62.55 | 89.47 | <0.001 |
Worrying, % | 56.09 | 52.52 | 88.11 | <0.001 |
Little interest, % | 53.52 | 50.42 | 81.68 | <0.001 |
Depressed, % | 52.37 | 48.87 | 83.42 | <0.001 |
Demographics | Food insufficiency | |
---|---|---|
RR (95% CI) | p-value | |
Age (per 10 years) | 0.77 (0.74, 0.80) | <0.001 |
Sex | ||
Female | ref | |
Male | 0.89 (0.77, 1.04) | 0.13 |
Race/ethnicity | ||
White alone, not Hispanic | ref | |
Black alone, not Hispanic | 2.57 (2.15, 3.08) | <0.001 |
Asian alone, not Hispanic | 0.89 (0.54, 1.45) | 0.631 |
Atotal of ≥2 races + other races, not Hispanic | 1.76 (1.31, 2.35) | <0.001 |
Hispanic or Latino (may be of any race) | 2.58 (2.14, 3.11) | <0.001 |
Married | 0.71 (0.60, 0.83) | <0.001 |
Number of children in household | 1.23 (1.16, 1.31) | <0.001 |
Number of adults in household | 1.08 (1.04, 1.12) | <0.001 |
SES | ||
Employment loss, past 7 days | 3.45 (2.93, 4.06) | <0.001 |
Income below federal poverty line | 4.25 (3.69, 4.90) | <0.001 |
Education (high school or less) | 2.74 (2.39, 3.13) | <0.001 |
Mental health outcomes, past 7 days | Food insufficiency, past 7 days, overall sample | Food insufficiency, past 7 days, among people who received free groceries or meals | Food insufficiency, past 7 days, among people who did not receive free groceries or meals | Interaction | |||
---|---|---|---|---|---|---|---|
ARR (95% CI) | p-value | ARR (95% CI) | p-value | ARR (95% CI) | p-value | p-value | |
Any symptoms of poor mental health | 1.16 (1.11, 1.21) | <0.001 | 1.07 (0.99, 1.16) | 0.079 | 1.20 (1.14, 1.25) | <0.001 | 0.004 |
Anxious | 1.26 (1.21, 1.32) | <0.001 | 1.15 (1.07, 1.24) | <0.001 | 1.29 (1.24, 1.35) | <0.001 | 0.001 |
Worrying | 1.39 (1.33, 1.45) | <0.001 | 1.28 (1.17, 1.40) | <0.001 | 1.42 (1.34, 1.49) | <0.001 | 0.003 |
Little interest | 1.35 (1.28, 1.43) | <0.001 | 1.25 (1.10, 1.41) | <0.001 | 1.38 (1.30, 1.46) | <0.001 | 0.024 |
Depressed | 1.42 (1.35, 1.50) | <0.001 | 1.28 (1.14, 1.44) | <0.001 | 1.46 (1.38, 1.55) | <0.001 | 0.005 |
DISCUSSION
- Whittle HJ
- Leddy AM
- Shieh J
- et al.
- Whittle HJ
- Leddy AM
- Shieh J
- et al.
- Boyd RW
- Lindo EG
- Weeks LD
- Mclemore MR
The employment situation–June 2020.
- Iriondo J
- Semega J
- Kollar M
- Creamer J
- Mohanty A
- Bergmans RS
- Wegryn-Jones R
Healthy People 2030. HHS, Office of Disease Prevention and Health Promotion. https://health.gov/healthypeople. Accessed October 14, 2020.
Limitations
- Schanzenbach D
- Pitts A
CONCLUSIONS
ACKNOWLEDGMENTS
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