Fruit and Vegetable Consumption, Household Food Insecurity, and SNAP Participation Among Attendees of Free Produce Events at Safety-Net Health Center Sites
Abstract
:1. Introduction
2. Materials and Methods
2.1. Setting and Context
2.2. Data Collection
2.3. Outcomes
2.4. Independent Variables
2.5. Covariates
2.6. Analyses
3. Results
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- United States Department of Agriculture. Food Security Status of U.S. Households in 2023. Available online: https://www.ers.usda.gov/topics/food-nutrition-assistance/food-security-in-the-u-s/key-statistics-graphics/ (accessed on 1 May 2025).
- Martin, S.S.; Aday, A.W.; Almarzooq, Z.I.; Anderson, C.A.; Arora, P.; Avery, C.L.; Baker-Smith, C.M.; Barone Gibbs, B.; Beaton, A.Z.; Boehme, A.K.; et al. 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2024, 149, e347–e913. [Google Scholar] [CrossRef] [PubMed]
- Centers for Disease Control National Diabetes Statistics Report: Fast Facts on Diabetes. Available online: https://www.cdc.gov/diabetes/php/data-research/index.html (accessed on 1 May 2025).
- Caldwell, J.I.; Palimaru, A.; Cohen, D.A.; Shah, D.; Kuo, T. Food Insecurity Screening in Safety-Net Clinics in Los Angeles County: Lessons for Post-Pandemic Planning. J. Am. Board Fam. Med. 2023, 36, 240–250. [Google Scholar] [CrossRef] [PubMed]
- Barnidge, E.; LaBarge, G.; Krupsky, K.; Arthur, J. Screening for Food Insecurity in Pediatric Clinical Settings: Opportunities and Barriers. J. Community Health 2017, 42, 51–57. [Google Scholar] [CrossRef] [PubMed]
- Baker, S.; Gallegos, D.; Rebuli, M.A.; Taylor, A.J.; Mahoney, R. Food Insecurity Screening in High-Income Countries, Tool Validity, and Implementation: A Scoping Review. Nutrients 2024, 16, 1684. [Google Scholar] [CrossRef]
- Gregory, C.A.; Deb, P. Does SNAP improve your health? Food Policy 2015, 50, 11–19. [Google Scholar] [CrossRef]
- Schanzenbach, D.W. Understanding SNAP: An overview of recent research. Food Policy 2023, 114, 102397. [Google Scholar] [CrossRef]
- United States Preventive Services Taskforce. Behavioral Counseling Interventions to Promote a Healthy Diet and Physical Activity for Cardiovascular Disease Prevention in Adults Without Cardiovascular Disease Risk Factors. JAMA 2022, 328, 367–374. [Google Scholar] [CrossRef]
- U.S. Department of Health and Human Services. Food as Medicine: Type of Interventions. Available online: https://odphp.health.gov/foodismedicine/understanding-food-medicine/types-interventions (accessed on 1 May 2025).
- Berkowitz, S.A.; Terranova, J.; Randall, L. Association Between Receipt of a Medically Tailored Meal Program and Health Care Use. JAMA Intern. Med. 2019, 179, 786–793. [Google Scholar] [CrossRef]
- Berkowitz, S.A.; Terranova, J.; Hill, C.; Ajayi, T.; Linsky, T.; DeWalt, D.A. Meal Delivery Programs Reduce The Use Of Costly Health Care In Dually Eligible Medicare And Medicaid Beneficiaries. Health Aff. 2018, 37, 535–542. [Google Scholar] [CrossRef]
- Hager, E.R.; Du, M.D.; Li, Z.; Mozaffarian, D.; Chui, K.; Shi, P.; Ling, B.; Cash, S.B.; Folta, S.C.; Zhang, F.F. Impact of Produce Prescriptions on Diet, Food Security, and Cardiometabolic Health Outcomes: A Multisite Evaluation of 9 Produce Prescription Programs in the United States. Circulation 2023, 16, e009520. [Google Scholar] [CrossRef]
- Levi, R.; Bleich, S.N.; Seligman, H. Food Insecurity and Diabetes: Overview of Intersections and Potential Dual Solutions. Diabetes Care 2023, 24, 1599–1608. [Google Scholar] [CrossRef] [PubMed]
- Auvinen, A.; Simock, M.; Moran, A. Integrating Produce Prescriptions into the Healthcare System: Perspectives from Key Stakeholders. Int. J. Environ. Res. Public Health 2022, 19, 11010. [Google Scholar] [CrossRef] [PubMed]
- Greenthal, E.; Jia, J.; Poblacion, A.; James, T. Patient experiences and provider perspectives on a hospital-based food pantry: A mixed methods evaluation study. Public Health Nutr. 2019, 22, 3261–3269. [Google Scholar] [CrossRef]
- Ridberg, R.A.; Maitin-Shepard, M.; Garfield, K.; Seligman, H.K.; Schwartz, P.M.; Terranova, J.; Yaroch, A.L.; Mozaffarian, D. Food is Medicine National Summit: Transforming Health Care. Am. J. Clin. Nutr. 2024, 120, P1441–P1456. [Google Scholar] [CrossRef]
- Schwartz, M.B.; Caspi, C.E. The charitable food system as a change agent. Front. Public Health 2023, 31, 1156501. [Google Scholar] [CrossRef]
- Downer, S.; Berkowitz, S.A.; Harlan, T.S.; Olstad, D.L.; Mozaffarian, D. Food is medicine: Actions to integrate food and nutrition into healthcare. BMJ 2020, 369, m2482. [Google Scholar] [CrossRef] [PubMed]
- Hager, K.; Kummer, C.; Lewin-Zwedling, A.; Zhongyu, L. Food Is Medicine Action Plan. Available online: https://aspenfood.org/wp-content/uploads/2024/04/Food-is-Medicine-Action-Plan-2024-Final.pdf (accessed on 15 April 2025).
- de la Haye, K.; Wasim, N.; Zhang, A.; Bruine de Bruin, W.; Wilson, J.; Fanning, J. Food and Nutrition Insecurity in Los Angeles County, October 2024. Available online: https://publicexchange.usc.edu/wp-content/uploads/2024/12/FoodInsecurityinLACounty_ResearchBrief_October2024_Final.pdf (accessed on 1 May 2025).
- Hahn, J. Reducing Both Food Waste and Food Insecurity in Los Angeles County. Available online: https://file.lacounty.gov/SDSInter/bos/supdocs/133178.pdf (accessed on 15 April 2025).
- United States Department of Agriculture. U.S. Household Food Security Survey Module: Six-Item Short Form. Available online: https://ers.usda.gov/sites/default/files/_laserfiche/DataFiles/50764/short2024.pdf?v=77152 (accessed on 1 May 2025).
- Lee, H.B.; Moore, L.V.; Park, S.; Harris, D.M.; Blanck, H.M. Adults Meeting Fruit and Vegetable Intake Recommendations—United States, 2019. MMWR 2022, 71, 1–9. [Google Scholar] [CrossRef]
- Los Angeles County Department of Public Health. Los Angeles County Health Survey. Available online: http://publichealth.lacounty.gov/ha/hasurveyintro.htm (accessed on 1 May 2025).
- Teh, W.L.; Abdin, E.; PV, A.; Siva Kumar, F.D.; Roystonn, K.; Wang, P.; Shafie, S.; Chang, S.; Jeyagurunathan, A.; Vaingankar, J.A.; et al. Measuring social desirability bias in a multi-ethnic cohort sample: Its relationship with self-reported physical activity, dietary habits, and factor structure. BMC Public Health 2023, 23, 415. [Google Scholar] [CrossRef]
- Tang, J.S.; Haslam, R.L.; Ashton, L.M.; Fenton, S.; Collins, C.E. Gender differences in social desirability and approval biases, and associations with diet quality in young adults. Appetite 2022, 175, 106035. [Google Scholar] [CrossRef]
- Nourish California. Lost Dollars, Empty Plates. Available online: https://nourishca.org/wp-content/uploads/2024/04/2024-Lost-Dollars-Empty-Plates.pdf (accessed on 15 April 2025).
- Marpadga, S.; Fernandez, A.; Leung, J.; Tang, A.; Seligman, H.; Murphy, E.J. Challenges and Successes with Food Resource Referrals for Food-Insecure Patients with Diabetes. Perm. J. 2019, 14, 18-097. [Google Scholar] [CrossRef]
- Los Angeles County Department of Health Services. Locations. Available online: https://dhs.lacounty.gov/our-locations/ (accessed on 15 April 2025).
- Los Angeles County Department of Public Health. Centers. Available online: http://publichealth.lacounty.gov/chs/Docs/DPH-Clinics.pdf (accessed on 15 April 2025).
- CalHHS, California Department of Public Health, Licensed and Certified Healthcare Facility Listing. Available online: https://data.chhs.ca.gov/dataset/healthcare-facility-locations (accessed on 21 May 2025).
- Rosas, L.G.; Chen, S.; Xiao, L.; Baiocchi, M.; Ng, E.; Emmert-Aronson, B.O.; Chen, W.T; Thompson-Lastad, A.; Martinez, E.; Perez, J.; et al. The Effectiveness of Recipe4Health: A Quasi-Experimental Evaluation. Am. J. Prev. Med. 2025, 68, 377–390. [Google Scholar] [CrossRef] [PubMed]
- Rizvi, A.; Wasfi, R.; Enns, A.; Kristjansson, E. The impact of novel and traditional food bank approaches on food insecurity: A longitudinal study in Ottawa, Canada. BMC Public Health 2021, 21, 771. [Google Scholar] [CrossRef]
Attendees | n | % or Mean (SD) |
---|---|---|
Gender | ||
Female | 365 | 75.10 |
Male | 121 | 24.90 |
Age | ||
18–34 | 36 | 7.24 |
35–64 | 255 | 51.31 |
≥65 | 155 | 31.19 |
Missing | 51 | 10.26 |
Race/Ethnicity | ||
Black or African American | 25 | 5.03 |
Hispanic or Latino/a/x | 404 | 81.29 |
White | 25 | 5.03 |
Other (Asian, AIAN, Multi-Race) | 23 | 4.63 |
Missing | 20 | 4.02 |
Patient at this Health Center Location | ||
No | 244 | 52.36 |
Yes | 222 | 47.64 |
Household Size | ||
1–2 people | 110 | 23.50 |
3–4 people | 182 | 38.89 |
5–6 people | 143 | 30.56 |
7+ people | 33 | 7.05 |
Diet-Related Chronic Health Condition in the Household | ||
No, does not have any listed chronic conditions | 144 | 28.97 |
Yes, has chronic condition | 353 | 71.03 |
High blood pressure | 240 | 48.29 |
Heart disease | 47 | 9.46 |
Diabetes, borderline diabetes, prediabetes | 225 | 45.27 |
Overweight/obesity | 106 | 21.33 |
Frequency of Attending Free Food (Produce) Events | ||
This is their first time | 120 | 24.44 |
Occasional (2–9 times) | 263 | 53.56 |
Frequent (≥10 times) | 108 | 22.00 |
Outcome Variables | ||
Fruit Servings | 497 | 2.57 (1.16) |
Vegetable Servings | 497 | 2.54 (1.21) |
Fruit and Vegetable Servings | 497 | 5.11 (2.17) |
Household Food Insecurity A | ||
No | 81 | 16.30 |
Yes | 416 | 83.70 |
Enrolled and Participating in the Supplemental Nutrition Assistance Program | ||
No | 383 | 77.06 |
Yes | 114 | 22.94 |
Ever Received Referral from Healthcare Provider to Apply and Enroll to Program | Currently Participates | |||
---|---|---|---|---|
n | % | n | % | |
Supplemental Nutrition Assistance Program (SNAP)/CalFresh/Food Stamps | 63 | 28.38 | 58 | 26.13 |
Medi-Cal | 150 | 67.57 | 160 | 72.07 |
Special Supplemental Nutrition Program for Women, Infants and Children (WIC) | 9 | 4.05 | 7 | 3.15 |
California Food Assistance Program | 0 | 0.00 | 3 | 1.35 |
CalWorks (Temporary Assistance for Needy Families) | 9 | 4.05 | 3 | 1.35 |
Housing Assistance Programs (Section 8) | 0 | 0.00 | 11 | 4.95 |
Social Security Disability Insurance (SSDI) | 12 | 5.41 | 10 | 4.50 |
Supplemental Security Income (SSI) | 30 | 13.51 | 32 | 14.41 |
None of the above | 50 | 22.52 | 28 | 12.61 |
Fruit and Vegetable Servings | Household Food Insecurity | SNAP Participation | ||||||
---|---|---|---|---|---|---|---|---|
Mean (SD) | p-Value | No (%) | Yes (%) | p-Value | No (%) | Yes (%) | p-Value | |
Frequency of Attendance | ||||||||
First time (ref) | 4.45 (2.21) | 14.17 | 85.83 | 75.00 | 25.00 | |||
Occasional (2–9 times) | 5.21 (2.06) | 0.001 | 16.35 | 83.65 | 0.586 | 76.85 | 23.15 | 0.525 |
Frequent (≥10 times) | 5.69 (2.25) | <0.000 | 15.74 | 84.26 | 0.739 | 77.95 | 22.05 | 0.774 |
Age | ||||||||
35–64 (ref) | 4.91 (2.09) | 15.69 | 84.31 | 70.59 | 29.41 | |||
18–34 | 5.08 (2.34) | 0.671 | 25.00 | 75.00 | 0.218 | 75.00 | 25.00 | 0.882 |
≥65 | 5.49 (2.24) | 0.008 | 13.55 | 86.45 | 0.384 | 83.87 | 16.13 | 0.016 |
Race/Ethnicity | ||||||||
Hispanic or Latino/a/x (ref) | 5.18 (2.19) | 16.58 | 83.42 | 81.44 | 18.56 | |||
Black or African American | 4.70 (2.04) | 0.283 | 20.00 | 80.00 | 0.658 | 48.00 | 52.00 | 0.000 |
White | 4.34 (2.34) | 0.061 | 8.00 | 92.00 | 0.270 | 68.00 | 32.00 | 0.105 |
Other (Asian, AIAN, Multi-Race) | 5.09 (1.78) | 0.933 | 17.39 | 82.61 | 0.959 | 65.22 | 34.78 | 0.001 |
Patient at this Clinic Location | ||||||||
No (ref) | 5.15 (2.16) | 17.62 | 82.38 | 79.10 | 20.90 | |||
Yes | 5.05 (2.20) | 0.606 | 14.86 | 85.14 | 0.421 | 73.87 | 26.13 | 0.184 |
Household Size | ||||||||
1–2 people (ref) | 5.00 (2.11) | 17.27 | 82.73 | 69.09 | 30.91 | |||
3–4 people | 4.93 (2.14) | 0.790 | 19.23 | 80.77 | 0.676 | 77.47 | 22.53 | 0.113 |
5–6 people | 5.40 (2.19) | 0.146 | 13.29 | 86.71 | 0.381 | 81.82 | 18.18 | 0.019 |
7+ people | 5.33 (2.37) | 0.432 | 15.15 | 84.85 | 0.775 | 72.73 | 27.27 | 0.690 |
Diet-Related Chronic Health Condition in Household | ||||||||
No, does not have any listed chronic conditions (ref) | 5.11 (2.04) | 23.41 | 75.69 | 81.94 | 18.06 | |||
Yes, has chronic condition | 5.11 (2.23) | 0.997 | 13.03 | 86.97 | 0.002 | 75.07 | 24.93 | 0.100 |
Model 1 a | Model 2 a | Model 3 a | |||||||
---|---|---|---|---|---|---|---|---|---|
Fruit and Vegetable Servings Consumed | Household Food Insecurity | SNAP Participation | |||||||
Coef. | SE | p-Value | AOR | 95% CI | p-Value | AOR | 95% CI | p-Value | |
Frequency of attending free food events (ref = First time) | |||||||||
Occasional (2–9 times) | 0.53 | 0.22 | 0.016 | 1.52 | [0.77, 3.01] | 0.231 | 0.99 | [0.56, 1.74] | 0.960 |
Frequent (≥10 times) | 1.00 | 0.26 | 0.000 | 0.64 | [0.28, 1.43] | 0.273 | 0.96 | [0.49, 1.90] | 0.908 |
Gender (ref = Female) | |||||||||
Male | −0.69 | 0.21 | 0.001 | 0.69 | [0.44, 1.36] | 0.282 | 0.68 | [0.40, 1.16] | 0.159 |
Age (ref = 35–64) | |||||||||
18–34 | 0.41 | 0.35 | 0.235 | 2.09 | [0.87, 5.00] | 0.099 | 1.07 | [0.46, 2.53] | 0.871 |
≥65 | 0.64 | 0.21 | 0.003 | 0.63 | [0.32, 1.25] | 0.186 | 2.35 | [1.32, 4.18] | 0.004 |
Missing | 0.38 | 0.34 | 0.269 | 1.75 | [0.73, 4.17] | 0.211 | 2.97 | [0.98, 9.01] | 0.055 |
Race/Ethnicity (ref = Hispanic or Latino/a/x) | |||||||||
Black | −0.42 | 0.42 | 0.314 | 1.68 | [0.55, 5.14] | 0.365 | 0.25 | [0.10, 0.64] | 0.004 |
White | −0.54 | 0.45 | 0.226 | 0.36 | [0.05, 2.78] | 0.325 | 0.77 | [0.25, 2.35] | 0.639 |
Other | 0.08 | 0.41 | 0.848 | 0.88 | [0.24, 3.18] | 0.839 | 0.44 | [0.17, 1.14] | 0.092 |
Missing | −0.49 | 0.67 | 0.458 | 0.64 | [0.06, 7.31] | 0.721 | 0.55 | [0.12, 2.47] | 0.432 |
Patient at this Health Center Location (ref = No) | |||||||||
Yes | −0.17 | 0.18 | 0.352 | 0.88 | [0.51, 1.51] | 0.643 | 0.69 | [0.43, 1.11] | 0.125 |
Enrolled and Participating in SNAP (ref = No) | |||||||||
Yes | 0.07 | 0.22 | 0.739 | 0.58 | [0.29, 1.19] | 0.140 | N/A | N/A | N/A |
Household Size (ref = 1–2 people) | |||||||||
3–4 people | −0.24 | 0.24 | 0.324 | 1.02 | [0.51, 2.07] | 0.949 | 1.47 | [0.80, 2.70] | 0.215 |
5–6 people | 0.21 | 0.26 | 0.429 | 0.60 | [0.27, 1.34] | 0.210 | 1.87 | [0.95, 3.65] | 0.068 |
7+ people | −0.01 | 0.38 | 0.983 | 0.91 | [0.29, 2.83] | 0.865 | 1.05 | [0.41, 2.69] | 0.914 |
n | 427 | 427 | 427 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Caldwell, J.I.; Darwish-Elsherbiny, F.; Macon, K.; Moon, G.; Casillas, A.; Brown, A.F.; Shah, D.; Kuo, T. Fruit and Vegetable Consumption, Household Food Insecurity, and SNAP Participation Among Attendees of Free Produce Events at Safety-Net Health Center Sites. Nutrients 2025, 17, 1849. https://doi.org/10.3390/nu17111849
Caldwell JI, Darwish-Elsherbiny F, Macon K, Moon G, Casillas A, Brown AF, Shah D, Kuo T. Fruit and Vegetable Consumption, Household Food Insecurity, and SNAP Participation Among Attendees of Free Produce Events at Safety-Net Health Center Sites. Nutrients. 2025; 17(11):1849. https://doi.org/10.3390/nu17111849
Chicago/Turabian StyleCaldwell, Julia I., Fatinah Darwish-Elsherbiny, Keisha Macon, Gloria Moon, Alejandra Casillas, Arleen F. Brown, Dipa Shah, and Tony Kuo. 2025. "Fruit and Vegetable Consumption, Household Food Insecurity, and SNAP Participation Among Attendees of Free Produce Events at Safety-Net Health Center Sites" Nutrients 17, no. 11: 1849. https://doi.org/10.3390/nu17111849
APA StyleCaldwell, J. I., Darwish-Elsherbiny, F., Macon, K., Moon, G., Casillas, A., Brown, A. F., Shah, D., & Kuo, T. (2025). Fruit and Vegetable Consumption, Household Food Insecurity, and SNAP Participation Among Attendees of Free Produce Events at Safety-Net Health Center Sites. Nutrients, 17(11), 1849. https://doi.org/10.3390/nu17111849