Household Food Insecurity Is Associated with Symptoms of Emotional Dysregulation in Children with Attention Deficit Hyperactivity Disorder: The MADDY Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measures
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Hechtman, L.; Swanson, J.M.; Sibley, M.H.; Stehli, A.; Owens, E.B.; Mitchell, J.T.; Stern, K. Functional Adult Outcomes 16 Years after Childhood Diagnosis of Attention-Deficit/Hyperactivity Disorder: MTA Results. J. Am. Acad. Child Adolesc. Psychiatry 2016, 55, 945–952.e942. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sayal, K.; Prasad, V.; Daley, D.; Ford, T.; Coghill, D. ADHD in children and young people: Prevalence, care pathways, and service provision. Lancet Psychiatry 2018, 5, 175–186. [Google Scholar] [CrossRef]
- Kadesjö, B.; Gillberg, C. The comorbidity of ADHD in the general population of Swedish school-age children. J. Child Psychol. Psychiatry Allied Discip. 2001, 42, 487–492. [Google Scholar] [CrossRef]
- Faraone, S.V.; Rostain, A.L.; Blader, J.; Busch, B.; Childress, A.C.; Connor, D.F.; Newcorn, J.H. Practitioner Review: Emotional dysregulation in attention-deficit/hyperactivity disorder–implications for clinical recognition and intervention. J. Child Psychol. Psychiatry 2019, 60, 133–150. [Google Scholar] [CrossRef] [PubMed]
- Mulraney, M.; Schilpzand, E.J.; Hazell, P.; Nicholson, J.M.; Anderson, V.; Efron, D.; Silk, T.; Sciberras, E. Comorbidity and correlates of disruptive mood dysregulation disorder in 6–8-year-old children with ADHD. Eur. Child Adolesc. Psychiatry 2016, 25, 321–330. [Google Scholar] [CrossRef] [PubMed]
- Frank-Briggs, A.I. Attention deficit hyperactivity disorder (ADHD). J. Pediatr. Neurol. 2011, 9, 291–298. [Google Scholar] [CrossRef]
- Pauling, L. Orthomolecular psychiatry. Varying the concentrations of substances normally present in the human body may control mental disease. Science 1968, 160, 265–271. [Google Scholar] [CrossRef]
- Konikowska, K.; Regulska-Ilow, B.; Rozanska, D. The influence of components of diet on the symptoms of ADHD in children. Rocz. Państw. Zakł. Hig. 2012, 63, 127–134. [Google Scholar] [PubMed]
- Bruno, A.; Celebre, L.; Torre, G.; Pandolfo, G.; Mento, C.; Cedro, C.; Zoccali, R.A.; Muscatello, M.R.A. Focus on Disruptive Mood Dysregulation Disorder: A review of the literature. Psychiatry Res. 2019, 279, 323–330. [Google Scholar] [CrossRef] [PubMed]
- Howard, A.L.; Robinson, M.; Smith, G.J.; Ambrosini, G.L.; Piek, J.P.; Oddy, W.H. ADHD is associated with a “Western” dietary pattern in adolescents. J. Atten. Disord. 2011, 15, 403–411. [Google Scholar] [CrossRef]
- Greenblatt, J.M.; Delane, D. Micronutrient deficiencies in ADHD: A global research consensus. J. Orthomol. Med. 2017, 32, 6. [Google Scholar]
- Nigg, J.T.; Lewis, K.; Edinger, T.; Falk, M. Meta-analysis of attention-deficit/hyperactivity disorder or attention-deficit/hyperactivity disorder symptoms, restriction diet, and synthetic food color additives. J. Am. Acad. Child Adolesc. Psychiatry 2012, 51, 86–97. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kaplan, B.J.; Rucklidge, J.J. The Better Brain: Overcome Antiety, Combact Depression, and Reduce ADHD, and Stress with Nutrition; Houghton Mifflin Harcourt: Boston, MA, USA, 2021. [Google Scholar]
- Hamilton, W.L.; Cook, J.T.; Thompson, W.W.; Buron, L.F. Household Food Security in the United States in 1995: Summary Report of the Food Security Measurement Project; Abt Associates: Alexandria, VA, USA, 1997. [Google Scholar]
- Coleman-Jensen, A.; Rabbitt, M.P.; Gregory, C.A.; Singh, A. Household Food Security in the United States in 2019; ERR-270; U.S. Department of Agriculture Economic Research Service: Washington, DC, USA, 2020.
- Tarasuk, V.; Mitchell, A. Household Food Insecurity in Canada, 2017–2018; Research to Identify Policy Options to Reduce Food Insecurity Food Insecurity and Policy Research (PROOF): Toronto, ON, Canada, 2020. [Google Scholar]
- Gundersen, C.; Ziliak, J.P. Food insecurity and health outcomes. Health Aff. 2015, 34, 1830–1839. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shankar, P.; Chung, R.; Frank, D.A. Association of Food Insecurity with Children’s Behavioral, Emotional, and Academic Outcomes: A Systematic Review. J. Dev. Behav. Pediatr. 2017, 38, 135–150. [Google Scholar] [CrossRef]
- Lu, S.; Perez, L.; Leslein, A.; Hatsu, I. The Relationship between Food Insecurity and Symptoms of Attention-Deficit Hyperactivity Disorder in Children: A Summary of the Literature. Nutrients 2019, 11, 659. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Johnstone, J.M.; Leung, B.; Gracious, B.; Perez, L.; Tost, G.; Savoy, A.; Hatsu, I.; Hughes, A.; Bruton, A.; Arnold, L.E. Rationale and design of an international randomized placebo-controlled trial of a 36-ingredient micronutrient supplement for children with ADHD and irritable mood: The Micronutrients for ADHD in Youth (MADDY) Study. Contemp. Clin. Trials Commun. 2019, 16, 100478. [Google Scholar] [CrossRef]
- Johnstone, J.M.; Hatsu, I.; Tost, G.; Srikanth, P.; Eiterman, L.P.; Bruton, A.M.; Arnold, L.E. Micronutrients for Attention-Deficit/Hyperactivity Disorder in Youths: A Placebo-Controlled Randomized Clinical Trial. J. Am. Acad. Child Adolesc. Psychiatry 2021. [Google Scholar] [CrossRef] [PubMed]
- Gadow, K.; Sprafkin, J. Child & Adolescent Symptom Inventory-5 Manual; Checkmate Plus: Stony Brook, NY, USA, 2013. [Google Scholar]
- Bickel, G.; Cristofer, P.; William, H.; John, C. Guide to Measuring Household Food Security; U.S. Department of Agriculture, Food and Nutrition Service: Alexandria, VA, USA, 2000.
- Coleman-Jensen, A.; Gregory, C.; Singh, A. Household food security in the United States in 2013; ERR-173; U.S. Department of Agriculture Economic Research Service: Washington, DC, USA, 2014.
- Bourdon, K.H.; Goodman, R.; Rae, D.S.; Simpson, G.; Koretz, D.S. The Strengths and Difficulties Questionnaire: U.S. normative data and psychometric properties. J. Am. Acad. Child Adolesc. Psychiatry 2005, 44, 557–564. [Google Scholar] [CrossRef] [PubMed]
- Goodman, R. The Strengths and Difficulties Questionnaire: A research note. J. Child Psychol. Psychiatry Allied Discip. 1997, 38, 581–586. [Google Scholar] [CrossRef] [PubMed]
- Holben, D.H.; Marshall, M.B. Position of the Academy of Nutrition and Dietetics: Food insecurity in the United States. J. Acad. Nutr. Diet. 2017, 117, 1991–2002. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- McNamara, R.K. Mitigation of Inflammation-Induced Mood Dysregulation by Long-Chain Omega-3 Fatty Acids. J. Am. Coll. Nutr. 2015, 34 (Suppl. 1), 48–55. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kaplan, B.J.; Crawford, S.G.; Field, C.J.; Simpson, J.S.A. Vitamins, minerals, and mood. Psychol. Bull. 2007, 133, 747–760. [Google Scholar] [CrossRef] [PubMed]
- Althoff, R.R.; Ametti, M.; Bertmann, F. The role of food insecurity in developmental psychopathology. Prev. Med. 2016, 92, 106–109. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Perez-Escamilla, F.; de Toledo Vianna, R.P. Food Insecurity and the Behavioral and Intellectual Development of Children: A Review of the Evidence. J. Appl. Res. Child. 2012, 3, 9. [Google Scholar]
- Kirk, S.F.; Kuhle, S.; McIsaac, J.-L.D.; Williams, P.L.; Rossiter, M.; Ohinmaa, A.; Veugelers, P.J. Food security status among grade 5 students in Nova Scotia, Canada and its association with health outcomes. Public Health Nutr. 2015, 18, 2943–2951. [Google Scholar] [CrossRef] [Green Version]
- Melchior, M.; Chastang, J.-F.; Falissard, B.; Galéra, C.; Tremblay, R.E.; Côté, S.M.; Boivin, M. Food insecurity and children’s mental health: A prospective birth cohort study. PLoS ONE 2012, 7, e52615. [Google Scholar]
- Morgan, P.L.; Staff, J.; Hillemeier, M.M.; Farkas, G.; Maczuga, S. Racial and ethnic disparities in ADHD diagnosis from kindergarten to eighth grade. Pediatrics 2013, 132, 85–93. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Total | Food Secure | Food Insecure | p-Value | |
---|---|---|---|---|
(n = 134) | (n = 120) | (n = 14) | ||
Child Characteristics | n (%) | |||
Age, Mean (SD) | 9.31 (1.69) | 9.31 (1.73) | 9.36 (1.34) | 0.919 |
Sex | 0.519 | |||
Male | 96 (71.64) | 87 (72.50) | 9 (64.29) | |
Female | 38 (28.36) | 33 (27.50) | 5 (35.71) | |
Race | 0.683 a | |||
American Indian/Alaskan Native | 0 (0.00) | 0 (0.00) | 0 (0.00) | |
Asian | 3 (2.24) | 3 (2.50) | 0 (0.00) | |
African American | 4 (2.99) | 3 (2.50) | 1 (7.14) | |
Native Hawaiian/Pacific Islander | 1 (0.75) | 1 (0.83) | 0 (0.00) | |
White | 110 (82.09) | 99 (82.50) | 11 (78.57) | |
Other | 7 (5.22) | 6 (5.00) | 1 (7.14) | |
Decline to answer | 9 (6.72) | 8 (6.67) | 1 (7.14) | |
Parent/Household Characteristics | n (%) | |||
Household income | <0.001 | |||
≤$30,000 | 13 (9.70) | 8 (6.72) | 5 (33.33) | |
$30,001–$60,000 | 29 (21.64) | 22 (18.49) | 7 (46.67) | |
$60,001–80,000 | 17 (12.69) | 16 (13.45) | 1 (6.67) | |
>$80,001 | 74 (55.22) | 72 (60.50) | 2 (13.33) | |
Do not know | 1 (0.75) | 1 (0.84) | 0 (0.00) | |
Household size, Mean (SD) | 4.51(1.24) | 4.47 (1.19) | 4.86 (1.61) | 0.268 |
Parent Education | 0.015 | |||
≤High School | 18 (13.43) | 17 (14.17) | 1 (7.14) | |
Tech/Professional College | 35 (26.12) | 26 (21.67) | 9 (64.29) | |
≥University Degree | 79 (58.96) | 75 (62.50) | 4 (28.57) | |
Other | 2 (1.49) | 2 (1.67) | 0 (0.00) | |
Parent Marital Status | 0.158 | |||
Single | 11 (8.21) | 8 (6.67) | 3 (21.43) | |
Married | 97 (72.39) | 90 (75.00) | 7 (50.00) | |
Divorced | 18 (13.43) | 15 (12.50) | 3 (21.43) | |
Common Law | 8 (5.97) | 7 (5.83) | 1 (7.14) | |
Parental ADHD diagnosis | 0.906 | |||
Yes | 69 (51.49) | 62 (51.67) | 7 (50.00) | |
No | 65 (48.51) | 58 (48.33) | 7 (50.00) | |
Parental Depression b | 0.73 a | |||
Yes | 25 (18.94) | 22 (18.64) | 3 (21.43) | |
No | 107 (81.06) | 96 (81.36) | 11 (78.57) | |
Parental Anxiety b | 0.008 | |||
Yes | 51 (38.64) | 41 (34.75) | 10 (71.43) | |
No | 81 (61.36) | 77 (65.25) | 4 (28.57) | |
Parental Manic Depression b | 0.20 a | |||
Yes | 8 (6.06) | 6 (5.08) | 2 (14.29) | |
No | 124 (93.94) | 112 (94.92) | 12 (85.71) | |
Other parental psychopathology b | 0.001 | |||
Yes | 48 (36.36) | 37 (31.36) | 11 (78.57) | |
No | 84 (63.64) | 81 (68.64) | 3 (21.43) |
Symptom Severity Classification | Food Secure | Food Insecure | p-Value a |
---|---|---|---|
(n = 120) | (n = 14) | ||
CASI-5 | n (%) | ||
Inattention | 0.01 | ||
Not clinically impairing | 38 (31.67) | 0 (0) | |
Clinically impairing | 82 (68.33) | 14 (100.00) | |
Hyperactivity/Impulsivity | 0.151 | ||
Not clinically impairing | 54 (45.00) | 3 (21.43) | |
Clinically impairing | 66 (55.00) | 11 (78.57) | |
ODD | 0.017 | ||
Not clinically impairing | 78 (65.00) | 4 (28.57) | |
Clinically impairing | 42 (35.00) | 10 (71.43) | |
DMDD | 0.005 | ||
Not clinically impairing | 84 (70.00) | 4 (28.57) | |
Clinically impairing | 36 (30.00) | 10 (71.43) | |
Strength and Difficulties Questionnaire | n (%) | ||
Emotional symptoms | <0.001 | ||
Normal | 69 (57.50) | 1 (7.14) | |
Borderline–Abnormal | 51 (42.50) | 13 (92.86) | |
Conduct problems | 0.066 | ||
Normal | 38 (31.67) | 1 (7.14) | |
Borderline–Abnormal | 82 (68.33) | 13 (92.86) | |
Total Difficulties | 0.072 | ||
Normal | 25 (20.83) | 0 (0.00) | |
Borderline–Abnormal | 95 (79.17) | 14 (100.00) |
Symptoms (Observed Range) | Total (n = 134) Mean (SD) | Food Secure (n = 120) Mean (SD) | Food Insecure (n = 14) Mean (SD) | p-Value a |
---|---|---|---|---|
ADHD Inattention (1–3) | 2.22 (0.48) | 2.21 (0.50) | 2.35 (0.28) | 0.301 |
ADHD Hyperactivity/Impulsivity (0.33–3) | 1.97 (0.74) | 1.93 (0.76) | 2.33 (0.50) | 0.053 |
ODD (0.13–3) | 1.70 (0.68) | 1.64 (0.67) | 2.21 (0.59) | 0.003 |
DMDD (0–3) | 1.38 (0.89) | 1.30 (0.86) | 2.00 (1.00) | 0.005 |
Emotional Symptoms (0–10) | 3.40 (2.38) | 3.10 (2.28) | 5.93 (1.69) | <0.001 |
Conduct Problems (0–10) | 3.65 (1.90) | 3.42 (1.73) | 5.64 (2.17) | <0.001 |
Total Difficulties (7–35) | 18.09 (4.94) | 17.38 (4.34) | 24.21 (5.66) | <0.001 |
Model 0 | Model 1 | Model 2 | |
---|---|---|---|
β (95% CI) | |||
ADHD Inattention | 0.14 | 0.15 | 0.21 |
(−0.13, 0.41) | (−0.12, 0.42) | (−0.12, 0.55) | |
ADHD Hyperactivity/Impulsivity | 0.4 | 0.41 * | 0.23 |
(−0.01, 0.80) | (0.01, 0.82) | (−0.25, 0.72) | |
ODD | 0.58 ** | 0.59 ** | 0.27 |
(0.21, 0.95) | (0.22, 0.96) | (−0.16, 0.69) | |
DMDD | 0.69 ** | 0.71 ** | 0.5 |
(0.20, 1.19) | (0.22, 1.20) | (−0.08, 1.08) | |
Emotional Symptoms | 2.81 *** | 2.82 *** | 2.30 ** |
(1.56, 4.06) | (1.56, 4.08) | (0.87, 3.73) | |
Conduct Problems | 2.22 *** | 2.24 *** | 1.15 * |
(1.22, 3.22) | (1.24, 3.24) | (0.01, 2.30) | |
SDQ Total Difficulties | 6.76 *** | 6.79 *** | 4.59 *** |
(4.25, 9.26) | (4.28, 9.31) | (1.82, 7.37) |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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
Hatsu, I.E.; Eiterman, L.; Stern, M.; Lu, S.; Johnstone, J.M.; Leung, B.M.Y.; Srikanth, P.; Robinette, L.; Tost, G.; Odei, J.B.; et al. Household Food Insecurity Is Associated with Symptoms of Emotional Dysregulation in Children with Attention Deficit Hyperactivity Disorder: The MADDY Study. Nutrients 2022, 14, 1306. https://doi.org/10.3390/nu14061306
Hatsu IE, Eiterman L, Stern M, Lu S, Johnstone JM, Leung BMY, Srikanth P, Robinette L, Tost G, Odei JB, et al. Household Food Insecurity Is Associated with Symptoms of Emotional Dysregulation in Children with Attention Deficit Hyperactivity Disorder: The MADDY Study. Nutrients. 2022; 14(6):1306. https://doi.org/10.3390/nu14061306
Chicago/Turabian StyleHatsu, Irene E., Leanna Eiterman, Madeline Stern, Stacy Lu, Jeanette M. Johnstone, Brenda M. Y. Leung, Priya Srikanth, Lisa Robinette, Gabriella Tost, James B. Odei, and et al. 2022. "Household Food Insecurity Is Associated with Symptoms of Emotional Dysregulation in Children with Attention Deficit Hyperactivity Disorder: The MADDY Study" Nutrients 14, no. 6: 1306. https://doi.org/10.3390/nu14061306
APA StyleHatsu, I. E., Eiterman, L., Stern, M., Lu, S., Johnstone, J. M., Leung, B. M. Y., Srikanth, P., Robinette, L., Tost, G., Odei, J. B., Gracious, B. L., & Arnold, L. E. (2022). Household Food Insecurity Is Associated with Symptoms of Emotional Dysregulation in Children with Attention Deficit Hyperactivity Disorder: The MADDY Study. Nutrients, 14(6), 1306. https://doi.org/10.3390/nu14061306