Child-Report of Food Insecurity Is Associated with Diet Quality in Children
Abstract
:1. Introduction
2. Materials and Methods
2.1. Description of Study
2.2. Study Recruitment
2.3. Institutional Review Board
2.4. Data Collection
2.5. Dietary Intake
2.6. Calculation of the Healthy Eating Index-2015
2.7. Assessment of Child Food Security
2.8. Covariates
2.9. Statistical Analysis
3. Results
3.1. Study Sample
3.2. Associations between Food Insecurity and Overall Dietary Quality
3.3. Associations between Food Insecurity and Healthy Eating Index-2015 Components
4. Discussion
Limitations and Strengths
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Coleman-Jensen, A.; Rabbitt, M.P.; Gregory, C.A.; Singh, A. Household Food Security in the United States in 2017; ERR-256; U.S. Department of Agriculture, Economic Research Service: Washington, DC, USA, 2018.
- Gundersen, C.; Ziliak, J.P. Food insecurity and health outcomes. Health Aff. 2015, 34, 1830–1839. [Google Scholar] [CrossRef] [PubMed]
- Hanson, K.L.; Connor, L.M. Food insecurity and dietary quality in US adults and children: A systematic review. Am. J. Clin. Nutr. 2014, 100, 684–692. [Google Scholar] [CrossRef] [PubMed]
- Eicher-Miller, H.A.; Zhao, Y. Evidence for the age-specific relationship of food insecurity and key dietary outcomes among US children and adolescents. Nutr. Res. Rev. 2018, 31, 98–113. [Google Scholar] [CrossRef] [PubMed]
- Wirt, A.; Collins, C.E. Diet quality—What is it and does it matter? Public Health Nutr. 2009, 12, 2473–2492. [Google Scholar] [CrossRef] [PubMed]
- Tucker, K.L. Dietary patterns, approaches, and multicultural perspective. Appl. Physiol. Nutr. Metab. 2010, 35, 211–218. [Google Scholar] [CrossRef]
- Kirkpatrick, S.I.; Reedy, J.; Krebs-Smith, S.M.; Pannucci, T.E.; Subar, A.F.; Wilson, M.M.; Lerman, J.L.; Tooze, J.A. Applications of the Healthy Eating Index for Surveillance, Epidemiology, and Intervention Research: Considerations and Caveats. J. Acad. Nutr. Diet. 2018, 118, 1603–1621. [Google Scholar] [CrossRef]
- Schwingshackl, L.; Bogensberger, B.; Hoffmann, G. Diet Quality as Assessed by the Healthy Eating Index, Alternate Healthy Eating Index, Dietary Approaches to Stop Hypertension Score, and Health Outcomes: An Updated Systematic Review and Meta-Analysis of Cohort Studies. J. Acad. Nutr. Diet. 2018, 118, 74–100. [Google Scholar] [CrossRef]
- Bhattacharya, J.; Currie, J.; Haider, S. Poverty, food insecurity, and nutritional outcomes in children and adults. Am. J. Health Econ. 2004, 23, 839–862. [Google Scholar] [CrossRef] [Green Version]
- Kaiser, L.L.; Lamp, C.L.; Johns, M.C.; Sutherlin, J.M.; Harwood, J.O.; Melgar-Quinonez, H.R. Food security and nutritional outcomes of preschool-age Mexican-American children. J. Am. Diet. Assoc. 2002, 102, 924–929. [Google Scholar] [CrossRef]
- Knol, L.L.; Haughton, B.; Fitzhugh, E.C. Food insufficiency is not related to the overall variety of foods consumed by young children in low-income families. J. Am. Diet. Assoc. 2004, 104, 640–644. [Google Scholar] [CrossRef]
- Fram, M.S.; Ritchie, L.D.; Rosen, N.; Frongillo, E.A. Child experience of food insecurity is associated with child diet and physical activity. J. Nutr. 2015, 145, 499–504. [Google Scholar] [CrossRef] [PubMed]
- Tan, M.L.; Laraia, B.; Madsen, K.A.; Au, L.E.; Frongillo, E.A.; Ritchie, L.D. Child Food Insecurity Is Associated with Energy Intake among Fourth-and Fifth-Grade Girls. J. Acad. Nutr. Diet. 2018. [Google Scholar] [CrossRef] [PubMed]
- Jun, S.; Zeh, M.J.; Eicher-Miller, H.A.; Bailey, R.L. Children’s Dietary Quality and Micronutrient Adequacy by Food Security in the Household and among Household Children. Nutrients 2019, 11, 965. [Google Scholar] [CrossRef] [PubMed]
- Fram, M.S.; Frongillo, E.A.; Draper, C.L.; Fishbein, E.M. Development and validation of a child report assessment of child food insecurity and comparison to parent report assessment. J. Hunger Environ. Nutr. 2013, 8, 128–145. [Google Scholar] [CrossRef]
- Hadley, C.; Lindstrom, D.; Tessema, F.; Belachew, T. Gender bias in the food insecurity experience of Ethiopian adolescents. Soc. Sci. Med. 2008, 66. [Google Scholar] [CrossRef] [PubMed]
- Nalty, C.C.; Sharkey, J.R.; Dean, W.R. Children’s reporting of food insecurity in predominately food insecure households in Texas border colonias. Nutr. J. 2013, 12, 15. [Google Scholar] [CrossRef]
- Carlos Chavez, F.L.; Hernandez, D.C.; Harris, G.J.; Grzywacz, J.G. Household Food Security Discordance among Latino Adolescents and Parents. Am. J. Health Behav. 2017, 41, 775–783. [Google Scholar] [CrossRef]
- Escobar-Alegría, J.L.; Frongillo, E.A.; Fram, M.S.; Pérez-Garay, M.; Macauda, M.M.; Billings, D.L. Parents are not fully knowledgeable of their children’s experiences of food-insecurity. FASEB J. 2012, 26, 28. [Google Scholar]
- National Center for Health Statistics. National Health and Nutrition Examination Survey (NHANES): Anthropometry Procedures Manual 2007; National Center for Health Statistics: Hyattsville, MD, USA, 2007. [Google Scholar]
- Gardner Burt, K. A Complete History of the Social, Health, and Political Context of the School Gardening Movement in the United States: 1840–2014. J. Hunger Environ. Nutr. 2016, 11, 297–316. [Google Scholar] [CrossRef]
- Center, N.C. Nutrition Data Systems for Research; 2016; Nutrition Coordinating Center: Minneapolis, MN, USA, 2014. [Google Scholar]
- Feskanich, D.; Sielaff, B.H.; Chong, K.; Buzzard, I.M. Computerized Collection and Analysis of Dietary Intake Information. Comput. Methods Programs Biomed. 1989, 30, 47–57. [Google Scholar] [CrossRef]
- Johnson, R.K.; Driscoll, P.; Goran, M.I. Comparison of multiple-pass 24-h recall estimates of energy intake with total energy expenditure determined by the doubly labeled water method in young children. J. Am. Diet. Assoc. 1996, 96, 1140–1144. [Google Scholar] [CrossRef]
- US Department of Health and Human Services; US Department of Agriculture. Dietary Guidelines for Americans 2015–2020, 8th ed.; US Government Printing Office: Washington, DC, USA, 2015.
- Reedy, J.; Lerman, J.L.; Krebs-Smith, S.M.; Kirkpatrick, S.I.; Pannucci, T.E.; Wilson, M.M.; Subar, A.F.; Kahle, L.L.; Tooze, J.A. Evaluation of the Healthy Eating Index-2015. J. Acad. Nutr. Diet. 2018, 118, 1622–1633. [Google Scholar] [CrossRef] [PubMed]
- Krebs-Smith, S.M.; Pannucci, T.E.; Subar, A.F.; Kirkpatrick, S.I.; Lerman, J.L.; Tooze, J.A.; Wilson, M.M.; Reedy, J. Update of the healthy eating index: HEI-2015. J. Acad. Nutr. Diet. 2018, 118, 1591–1602. [Google Scholar] [CrossRef] [PubMed]
- Nutrition Coordinating Center. Healthy Eating Index. Available online: http://www.ncc.umn.edu/healthy-eating-index-hei/ (accessed on 1 May 2018).
- Fram, M.S.; Frongillo, E.A.; Jones, S.J.; Williams, R.C.; Burke, M.P.; DeLoach, K.P.; Blake, C.E. Children are aware of food insecurity and take responsibility for managing food resources. J. Nutr. 2011, 141, 1114–1119. [Google Scholar] [CrossRef] [PubMed]
- Corporation, I. SPSS Statistics 22; IBM Corporation: Armonk, NY, USA, 2013. [Google Scholar]
- Thomson, J.L.; Tussing-Humphreys, L.M.; Goodman, M.H.; Landry, A.S. Diet quality in a nationally representative sample of American children by sociodemographic characteristics. Am. J. Clin. Nutr. 2018, 109, 127–138. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gu, X.; Tucker, K.L. Dietary quality of the US child and adolescent population: Trends from 1999 to 2012 and associations with the use of federal nutrition assistance programs. Am. J. Clin. Nutr. 2016. [Google Scholar] [CrossRef] [PubMed]
- Hiza, H.A.; Casavale, K.O.; Guenther, P.M.; Davis, C.A. Diet quality of Americans differs by age, sex, race/ethnicity, income, and education level. J. Acad. Nutr. Diet. 2013, 113, 297–306. [Google Scholar] [CrossRef] [PubMed]
- Gundersen, C.; Kreider, B. Bounding the effects of food insecurity on children’s health outcomes. Am. J. Health Econ. 2009, 28, 971–983. [Google Scholar] [CrossRef] [PubMed]
- Andreyeva, T.; Tripp, A.S.; Schwartz, M.B. Dietary quality of Americans by Supplemental Nutrition Assistance Program participation status: A systematic review. Am. J. Prev. Med. 2015, 49, 594–604. [Google Scholar] [CrossRef]
- Davis, C.L. Food Pantry Analysis for Travis County, Texas: Availability & Access to Food. Ph.D. Thesis, The University of Texas at Austin, Austin, TX, USA, 2018. [Google Scholar]
- Simmet, A.; Depa, J.; Tinnemann, P.; Stroebele-Benschop, N. The nutritional quality of food provided from food pantries: A systematic review of existing literature. J. Acad. Nutr. Diet. 2017, 117, 577–588. [Google Scholar] [CrossRef] [PubMed]
- Leung, C.W.; Epel, E.S.; Ritchie, L.D.; Crawford, P.B.; Laraia, B.A. Food insecurity is inversely associated with diet quality of lower-income adults. J. Acad. Nutr. Diet. 2014, 114, 1943–1953. [Google Scholar] [CrossRef] [PubMed]
- Leung, C.W.; Tester, J.M. The Association between Food Insecurity and Diet Quality Varies by Race/Ethnicity: An Analysis of National Health and Nutrition Examination Survey 2011–2014 Results. J. Acad. Nutr. Diet. 2018. [Google Scholar] [CrossRef] [PubMed]
- Sharkey, J.R.; Nalty, C.; Johnson, C.; Dean, W.R. Children’s very low food security is associated with increased dietary intakes in energy, fat, and added sugar among Mexican-origin children (6–11 y) in Texas border colonias. BMC Pediatr. 2012, 12. [Google Scholar] [CrossRef] [PubMed]
- Casey, P.H.; Szeto, K.; Lensing, S.; Bogle, M.; Weber, J. Children in food-insufficient, low-income families: Prevalence, health, and nutrition status. Arch. Pediatr. Adolesc. Med. 2001, 155, 508–514. [Google Scholar] [CrossRef] [PubMed]
- Movassagh, E.; Baxter-Jones, A.; Kontulainen, S.; Whiting, S.; Vatanparast, H. Tracking dietary patterns over 20 years from childhood through adolescence into young adulthood: The Saskatchewan pediatric bone mineral accrual study. Nutrients 2017, 9, 990. [Google Scholar] [CrossRef] [PubMed]
- Laraia, B.A. Food insecurity and chronic disease. Adv. Nutr. 2013, 4, 203–212. [Google Scholar] [CrossRef] [PubMed]
- Bennett, B.J.; Hall, K.D.; Hu, F.B.; McCartney, A.L.; Roberto, C. Nutrition and the science of disease prevention: A systems approach to support metabolic health. Ann. N. Y. Acad. Sci. 2015, 1352, 1–12. [Google Scholar] [CrossRef] [PubMed]
- Kipnis, V.; Midthune, D.; Freedman, L.; Bingham, S.; Day, N.E.; Riboli, E.; Ferrari, P.; Carroll, R.J. Bias in dietary-report instruments and its implications for nutritional epidemiology. Public Health Nutr. 2002, 5, 915–923. [Google Scholar] [CrossRef] [Green Version]
- Subar, A.F.; Kipnis, V.; Troiano, R.P.; Midthune, D.; Schoeller, D.A.; Bingham, S.; Sharbaugh, C.O.; Trabulsi, J.; Runswick, S.; Ballard-Barbash, R. Using intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: The OPEN study. Am. J. Epidemiol. 2003, 158, 1–13. [Google Scholar] [CrossRef]
- Thompson, F.E.; Subar, A.F. Dietary Assessment Methodology. In Nutrition in the Prevention and Treatment of Disease, 4th ed.; Elsevier: Amsterdam, The Netherlands, 2017; pp. 5–48. [Google Scholar]
- Tooze, J.A.; Subar, A.F.; Thompson, F.E.; Troiano, R.; Schatzkin, A.; Kipnis, V. Psychosocial predictors of energy underreporting in a large doubly labeled water study. Am. J. Clin. Nutr. 2004, 79, 795–804. [Google Scholar] [CrossRef] [Green Version]
- Foster, E.; Bradley, J. Methodological considerations and future insights for twenty-four hour dietary recall assessment in children. Nutr. Res. 2018, 51, 1–11. [Google Scholar] [CrossRef] [PubMed]
- Livingstone, M.; Robson, P. Measurement of dietary intake in children. Proc. Nutr. Soc. 2000, 59, 279–293. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Livingstone, M.; Robson, P.; Wallace, J. Issues in dietary intake assessment of children and adolescents. Br. J. Nutr. 2004, 92, S213–S222. [Google Scholar] [CrossRef] [PubMed]
- Subar, A.F.; Freedman, L.S.; Tooze, J.A.; Kirkpatrick, S.I.; Boushey, C.; Neuhouser, M.L.; Thompson, F.E.; Potischman, N.; Guenther, P.M.; Tarasuk, V. Addressing current criticism regarding the value of self-report dietary data. J. Nutr. 2015, 145, 2639–2645. [Google Scholar] [CrossRef] [PubMed]
Characteristics | Total Sample (n = 598) | Food Secure (n = 211) | Food Insecure (n = 387) | p Value |
---|---|---|---|---|
<---- mean ± standard deviation ---- > | ||||
Age (y) | 9.2 ± 0.9 | 9.4 ± 0.9 | 9.1 ± 0.9 | <0.001 |
BMI Percentile | 72.5 ± 28.2 | 72.4 ± 29.7 | 72.6 ± 28.6 | 0.941 |
Energy (kcal) | 1465 ± 539 | 1450 ± 483 | 1473 ± 567 | 0.621 |
<---- n (%) ----> | ||||
Sex | 0.012 | |||
Male | 268 (44.8) | 80 (37.9) | 188 (48.6) | |
Female | 330 (55.2) | 131 (62.1) | 199 (51.4) | |
Ethnicity/Race | 0.001 | |||
Non-Hispanic White | 139 (23.2) | 66 (31.3) | 73 (18.9) | |
Hispanic | 381 (63.7) | 115 (54.5) | 266 (68.7) | |
Non-Hispanic Black | 78 (13.0) | 30 (14.2) | 48 (12.4) | |
SNAP Participation | 0.014 | |||
Yes | 179 (29.9) | 50 (23.7) | 129 (33.3) | |
No | 419 (70.1) | 161 (76.3) | 258 (66.7) |
Unstandardized β | Standard Error | 95% Confidence Interval for β | p-Value | |
---|---|---|---|---|
Age | −0.05 | 0.05 | −0.15, 0.06 | 0.362 |
Sex | 0.200 | |||
Male | Referent | --- | --- | ---- |
Female | −2.52 | 1.69 | −5.84, 0.78 | 0.134 |
Ethnicity/Race | <0.001 | |||
Non-Hispanic White | Referent | --- | --- | ---- |
Hispanic | 3.79 | 1.29 | 1.22, 6.30 | 0.004 |
Non-Hispanic Black | −0.347 | 2.89 | −4.89, 4.14 | 0.879 |
Energy (kcal) | −0.003 | 0.001 | −0.006, −0.001 | 0.011 |
SNAP Participation (yes) | 0.200 | |||
Yes | Referent | --- | --- | ---- |
No | 1.6 | 1.25 | −0.85, 4.05 | 0.200 |
BMI Percentile | −0.03 | 0.001 | −0.06, 0.01 | 0.105 |
Child-Level Food Security | 0.005 | |||
Food Secure | Referent | --- | --- | ---- |
Food Insecure | −3.17 | 1.08 | −5.28, −1.06 | 0.003 |
Food Security x Sex Interaction | 0.194 | |||
Male | Referent | --- | --- | ---- |
Female | 2.05 | 1.60 | −1.08, 5.19 | 0.126 |
Food Security x Ethnicity Interaction | 0.287 | |||
Non-Hispanic White | Referent | --- | --- | ---- |
Hispanic | −3.19 | 2.52 | −8.13, 1.75 | 0.205 |
Non-Hispanic Black | −4.37 | 2.78 | −9.83, 1.09 | 0.116 |
Means | ||||||
---|---|---|---|---|---|---|
Parameter | Unstandardized β | Standard Error | 95% Confidence Interval for β | Food Secure | Food Insecure | p-Value |
HEI Total Score | −1.98 | 0.79 | −3.52, −0.43 | 54.48 | 52.50 | 0.012 |
Total Vegetables | −0.01 | 0.14 | −0.28, 0.26 | 2.63 | 2.62 | 0.940 |
Greens and Beans | −0.42 | 0.15 | −0.72, −0.12 | 2.04 | 1.62 | 0.006 |
Total Fruit | −0.33 | 0.17 | −0.67, 0.01 | 2.85 | 2.52 | 0.059 |
Whole Fruit | −0.29 | 0.19 | −0.67, 0.09 | 2.73 | 2.44 | 0.132 |
Whole Grains | −0.32 | 0.27 | −0.89, 0.20 | 4.76 | 4.44 | 0.223 |
Total Dairy | −0.27 | 0.30 | −0.86, 0.32 | 7.39 | 7.12 | 0.363 |
Total Protein | 0.09 | 0.10 | −0.10, 0.27 | 4.37 | 4.45 | 0.378 |
Seafood and Plant Protein | −0.46 | 0.19 | −0.84, −0.09 | 2.32 | 1.86 | 0.016 |
Fatty Acids | 0.20 | 0.34 | −0.46, 0.87 | 3.98 | 4.19 | 0.546 |
Sodium | 0.29 | 0.17 | −0.05, 0.63 | 3.39 | 3.68 | 0.095 |
Refined Grains | −0.08 | 0.32 | −0.71, 0.55 | 4.47 | 4.39 | 0.802 |
Added Sugar | −0.56 | 0.18 | −0.92, −0.21 | 7.95 | 7.39 | 0.002 |
Saturated Fat | 0.17 | 0.27 | −0.35, 0.69 | 5.62 | 5.79 | 0.521 |
© 2019 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 (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Landry, M.J.; van den Berg, A.E.; Asigbee, F.M.; Vandyousefi, S.; Ghaddar, R.; Davis, J.N. Child-Report of Food Insecurity Is Associated with Diet Quality in Children. Nutrients 2019, 11, 1574. https://doi.org/10.3390/nu11071574
Landry MJ, van den Berg AE, Asigbee FM, Vandyousefi S, Ghaddar R, Davis JN. Child-Report of Food Insecurity Is Associated with Diet Quality in Children. Nutrients. 2019; 11(7):1574. https://doi.org/10.3390/nu11071574
Chicago/Turabian StyleLandry, Matthew J., Alexandra E. van den Berg, Fiona M. Asigbee, Sarvenaz Vandyousefi, Reem Ghaddar, and Jaimie N. Davis. 2019. "Child-Report of Food Insecurity Is Associated with Diet Quality in Children" Nutrients 11, no. 7: 1574. https://doi.org/10.3390/nu11071574
APA StyleLandry, M. J., van den Berg, A. E., Asigbee, F. M., Vandyousefi, S., Ghaddar, R., & Davis, J. N. (2019). Child-Report of Food Insecurity Is Associated with Diet Quality in Children. Nutrients, 11(7), 1574. https://doi.org/10.3390/nu11071574