Household Food Insufficiency and Chronic Pain among Children in the US: A National Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measures
2.2.1. Chronic Pain
2.2.2. Food Insufficiency
2.2.3. Covariates
Individual Factors
Household Factors
Community Factor
2.3. Statistical Analysis
3. Results
3.1. Demographic and Clinical Characteristics
3.2. Prevalence of Chronic Pain by Household Food Insufficiency Status
3.3. Adjusted Associations between Food Insufficiency and Chronic Pain, Controlling for Individual, Household, and Community Covariates
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristics | n | % | 95% CI | |
---|---|---|---|---|
Chronic pain | No | 43,999 | 90.8 | (90.2–91.4) |
Yes | 4411 | 9.2 | (8.6–9.8) | |
Food insufficiency status | Food-sufficient | 35,735 | 68.8 | (67.8–69.7) |
Food-insufficient: mild | 11,026 | 26.1 | (25.2–27.0) | |
Food-insufficient: moderate/severe | 1649 | 5.1 | (4.6–5.7) | |
Age categories | 6–11 years | 24,590 | 58 | (57.0–59.0) |
12–17 years | 23,820 | 42 | (41.0–43.0) | |
Biological sex of child | Male | 25,057 | 51.1 | (50.1–52.1) |
Female | 23,353 | 48.9 | (47.9–49.9) | |
Race and ethnicity | non-Hispanic, White | 33,042 | 50.9 | (49.9–52.0) |
non-Hispanic, Black/African American | 3181 | 13.1 | (12.4–13.9) | |
Hispanic | 6010 | 25.4 | (24.2–26.5) | |
non-Hispanic, Asian | 2540 | 4.6 | (4.2–5.0) | |
non-Hispanic, other | 3637 | 6 | (5.6–6.4) | |
Anxiety | No | 41,454 | 89.1 | (88.5–89.6) |
Yes | 6595 | 10.9 | (10.4–11.5) | |
Depression | No | 45,330 | 95.1 | (94.6–95.5) |
Yes | 2901 | 4.9 | (4.5–5.4) | |
Any other chronic health conditions a | No | 29,230 | 64.5 | (63.6–65.4) |
Yes | 19,180 | 35.5 | (34.6–36.4) | |
Any ACEs | No | 27,179 | 53.8 | (52.8–54.8) |
Yes | 21,228 | 46.2 | (45.2–47.2) | |
Parent mental health | Very good-excellent | 45,793 | 94.4 | (93.9–94.8) |
Good-fair-poor | 2617 | 5.6 | (5.2–6.1) | |
Parent physical health | Very good-excellent | 45,156 | 92 | (91.3–92.6) |
Good-fair-poor | 3125 | 8 | (7.4–8.7) | |
Poverty category | 0–99% FPL | 5478 | 17 | (16.2–17.9) |
100–199% FPL | 7961 | 21.9 | (21.0–22.9) | |
200–399% FPL | 15,038 | 29.8 | (28.8–30.7) | |
400% FPL or greater | 19,933 | 31.3 | (30.5–32.2) | |
Parent education | Less than High School | 1241 | 9.9 | (9.0–10.9) |
High School and some college/associates degree | 17,778 | 40.5 | (39.5–41.5) | |
College degree or higher | 29,391 | 49.5 | (48.5–50.5) | |
Geographic region of residence | Northeast | 8198 | 15.5 | (14.9–16.2) |
Midwest | 11,238 | 21.2 | (20.6–21.9) | |
South | 15,199 | 38.6 | (37.6–39.6) | |
West | 13,775 | 24.7 | (23.6–25.7) |
Chronic Pain | ||||||
---|---|---|---|---|---|---|
Yes (%) | 95% CI | Adj. OR | 95%CI | p | ||
Food insufficiency status | Food-sufficient | 6.7 | 6.1–7.3 | Ref | ||
Food-insufficient: mild | 13.7 | 12.3–15.2 | 1.6 | 1.4–1.9 | <0.0001 | |
Food-insufficient: moderate/severe | 20.6 | 16.3–25.6 | 1.9 | 1.4–2.7 | <0.0001 | |
Age categories | 6–11 years | 7.1 | 6.3–7.9 | Ref | ||
12–17 years | 12.1 | 11.3–13.1 | 1.5 | 1.3–1.8 | <0.0001 | |
Biological sex of child | Male | 7.6 | 7.0–8.4 | Ref | ||
Female | 10.9 | 9.9–11.9 | 1.6 | 1.4–1.9 | <0.0001 | |
Race and ethnicity | non-Hispanic, White | 8.6 | 8.1–9.1 | Ref | ||
Hispanic | 9.5 | 8.0–11.3 | 0.9 | 0.7–1.2 | 0.43 | |
non-Hispanic, Asian | 11.1 | 9.3–13.1 | 1.2 | 1.0–1.5 | 0.053 | |
non-Hispanic, Black/African American | 4.9 | 3.4–7.1 | 0.8 | 0.5–1.2 | 0.267 | |
non-Hispanic, other | 9.4 | 7.6–11.5 | 1.0 | 0.7–1.2 | 0.725 | |
Anxiety | No | 7.3 | 6.7–8.0 | Ref | ||
Yes | 24.5 | 22.2–26.9 | 1.9 | 1.5–2.3 | <0.0001 | |
Depression | No | 7.9 | 7.4–8.5 | Ref | ||
Yes | 33.9 | 29.5–38.8 | 2.1 | 1.5–2.8 | <0.0001 | |
Any other chronic health conditions a | No | 6.1 | 5.5–6.8 | Ref | ||
Yes | 14.8 | 13.7–16.1 | 2.2 | 1.9–2.6 | <0.0001 | |
Any ACEs | No | 6.0 | 5.4–6.7 | Ref | ||
Yes | 12.9 | 11.9–14.0 | 1.3 | 1.1–1.6 | 0.001 | |
Parent mental health | Very good-excellent-good | 8.4 | 7.9–9.1 | Ref | ||
Good-fair-poor | 22.2 | 18.5–26.3 | 1.4 | 1.0–1.9 | 0.047 | |
Parent physical health | Very good-excellent-good | 8.2 | 7.7–8.9 | Ref | ||
Good-fair-poor | 20.7 | 17.6–24.2 | 1.6 | 1.2–2.0 | 0.001 | |
Poverty category | 0–99% FPL | 12.3 | 10.5–14.3 | Ref | ||
100–199% FPL | 11.1 | 9.7–12.7 | 1.0 | 0.8–1.3 | 0.931 | |
200–399% FPL | 8.5 | 7.6–9.6 | 0.9 | 0.7–1.2 | 0.489 | |
400% FPL or greater | 6.9 | 6.1–7.8 | 1.0 | 0.7–1.2 | 0.745 | |
Parent education | Less than high school | 11.7 | 8.9–15.3 | Ref | ||
High school and some college/associates degree | 10.7 | 9.8–11.6 | 0.8 | 0.6–1.2 | 0.339 | |
College degree or higher | 7.5 | 6.8–8.3 | 0.8 | 0.6–1.1 | 0.21 | |
Geographic region of residence | Northeast | 8.3 | 7.2–9.6 | Ref | ||
Midwest | 8.6 | 7.8–9.6 | 1.0 | 0.8–1.2 | 0.988 | |
South | 9.5 | 8.5–10.5 | 1.1 | 0.9–1.3 | 0.479 | |
West | 9.9 | 8.4–11.6 | 1.2 | 1.0–1.6 | 0.08 |
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Tham, S.W.; Law, E.F.; Palermo, T.M.; Kapos, F.P.; Mendoza, J.A.; Groenewald, C.B. Household Food Insufficiency and Chronic Pain among Children in the US: A National Study. Children 2023, 10, 185. https://doi.org/10.3390/children10020185
Tham SW, Law EF, Palermo TM, Kapos FP, Mendoza JA, Groenewald CB. Household Food Insufficiency and Chronic Pain among Children in the US: A National Study. Children. 2023; 10(2):185. https://doi.org/10.3390/children10020185
Chicago/Turabian StyleTham, See Wan, Emily F. Law, Tonya M. Palermo, Flavia P. Kapos, Jason A. Mendoza, and Cornelius B. Groenewald. 2023. "Household Food Insufficiency and Chronic Pain among Children in the US: A National Study" Children 10, no. 2: 185. https://doi.org/10.3390/children10020185
APA StyleTham, S. W., Law, E. F., Palermo, T. M., Kapos, F. P., Mendoza, J. A., & Groenewald, C. B. (2023). Household Food Insufficiency and Chronic Pain among Children in the US: A National Study. Children, 10(2), 185. https://doi.org/10.3390/children10020185