Dietary Intake and Risk Factors for Poor Diet Quality Among Children in Nova Scotia
ABSTRACT
Objective: Public health policies promote healthy nutrition but evaluations of children’s adherence to dietary recommendations and studies of risk factors of poor nutrition are scarce, despite the importance of diet for the temporal increase in the prevalence of childhood obesity. Here we examine dietary intake and risk factors for poor diet quality among children in Nova Scotia to provide direction for health policies and prevention initiatives.
Methods: In 2003, we surveyed 5,200 grade five students from 282 public schools in Nova Scotia, as well as their parents. We assessed students’ dietary intake (Harvard’s Youth Adolescent Food Frequency Questionnaire) and compared this with Canadian food group and nutrient recommendations. We summarized diet quality using the Diet Quality Index International, and used multilevel regression methods to evaluate potential child, parental and school risk factors for poor diet quality.
Results: In Nova Scotia, 42.3% of children did not meet recommendations for milk products nor did they meet recommendations for the food groups ‘Vegetables and fruit’ (49.9%), ‘Grain products’ (54.4%) and ‘Meat and alternatives’ (73.7%). Children adequately met nutrient requirements with the exception of calcium and fibre, of which intakes were low, and dietary fat and sodium, of which intakes were high. Skipping meals and purchasing meals at school or fast- food restaurants were statistically significant determinants of poor diet. Parents’ assessment of their own eating habits was positively associated with the quality of their children’s diets.
Interpretation: Dietary intake among children in Nova Scotia is relatively poor. Explicit public health policies and prevention initiatives targeting children, their parents and schools may improve diet quality and prevent obesity.
MeSH terms: Nutrition; obesity; child; lifestyle; prevention & control; public health
Over the past three decades, public health nutrition policies have gradually broadened from the promotion of adequacy and variety to prevent nutrient deficiencies and optimize growth and development, to also emphasizing moderation of calorie-dense foods to prevent excess body weight and related comorbidities.’ In Canada, dietary adequacy, variety and moderation are addressed through dietary recommendations in the form of Canada’s Food Guide to Healthy Eating and Dietary Reference Intakes (DRIs).23 However, there is no systematic monitoring of adherence to these recommendations.
Poor nutrition and insufficient physical activity are the primary mechanisms underlying the temporal increase in the prevalence of excess body weight among children.4-6 In Canada, it is estimated that approximately 30% of children are overweight or obese.7,8 Through a spectrum of comorbidities, excess body weight decreases quality of life and life expectancy and has become one of Canada’s major public health concerns.9-14 Research into the risk factors of poor diet is scarce, however such research may provide evidence and direction for educators, practitioners and policy-makers for the promotion of healthy eating and addressing the growing problem of childhood obesity.
In 2003, we conducted a comprehensive nutrition survey among children. In the current study, we evaluate how well their diets adhere to Canadian dietary recommendations and examine factors that influence poor diet quality. This research targets Nova Scotia, a province in which health and lifestyles are poor in comparison to other parts of Canada and thus, a province in which considerable health gains can be made through improved lifestyle.15-17
METHODS
Survey
The 2003 Children’s Lifestyle And Schoolperformance Study (CLASS) is a large study of the inter-relations of health, nutrition, lifestyle and socio-economic factors of grade five students. Of the 291 public schools in Nova Scotia with grade five classes, 282 (96.9%) participated by distributing a consent form and short survey to parents. Parental consent was received for 5,517 students, giving an average response rate of 51.1% per school. CLASS representatives visited these schools to administer a modified version of Harvard’s Youth Adolescent Food Frequency Questionnaire (YAQ),18 and a short survey on children’s activities. The YAQ is a validated instrument that is suitable for grade five students who are primarily 10 or 11 years of age.18
Assessment of dietary intake
We compared students’ YAQ responses with the recommended number of servings for each of the four food groups of Canada’s Food Guide to Healthy Eating.2 Students’ nutrient intakes were assessed using Canadian Nutrient Files19 and compared with the Dietary Reference Intakes (DRIs).3,20-25 Intake of carbohydrate, protein, and fat were compared with the Acceptable Macronutrient Distribution Range (AMDR).20 Vitamins A, B-Complex, and C as well as iron and zinc were compared with the Estimated Average Requirement (EAR), the value that is estimated to meet the requirements of 50% of healthy individuals.21-23 Vitamin D, calcium and fibre were compared with the Adequate Intake (AI), as an EAR is unavailable for these nutrients.20,24 In the absence of definitive data on which to base an EAR, an AJ represents a value that is observed to be adequate in healthy populations.3 Conclusions regarding the extent of inadequacy with values below an AI cannot be drawn because lower values may be adequate.3 Therefore, we did not estimate the prevalence of inadequacy for nutrients with an AI as we did for nutrients with an AMDR and an EAR. Sodium intakes were compared with the Upper Limit (UL), a value above which potential adverse effects may occur (i.e., high blood pressure).25 For sodium, only the UL was used because health concerns primarily pertain to the excess consumption of this nutrient and sodium deficiencies are extremely rare in Canada. All of the above requirements are detailed in Table II.
Diet quality
Overall, diet quality is better described through a composite measure rather than a single food or nutrient.26,27 The use of a single composite measure is also preferred because multiple analyses of foods and nutrients would provide a multitude of risk factor estimates that would be difficult to summarize.28,30 A limited number of composite measures of overall diet quality exists but none has been established for risk-factor studies. For our analyses, we chose the Diet Quality Index International (DQI-I) as this encompasses dietary variety, adequacy, moderation, and balance.31
TABLE I
Recommended and Observed Number of Servings from Canada’s Food Guide to Healthy Eating2 Among Grade Five Students in Nova Scotia
TABLE II
Dietary Reference Intakes (DRI)20-25 and Observed Nutrient Intakes Among Grade Five Students in Nova Scotia
Statistical methods
Of the 5,517 children who received parental consent, 5,200 completed the YAQ. Following established criteria for outlying observations, we excluded 234 (4.5%) students reporting average energy intakes less than 500 kcal or greater than 5000 kcal per day.32
We used multilevel linear regression to examine the associations of sociodemographic and lifestyle risk factors with overall diet quality while acknowledging the clustering of students’ observations within schools. To facilitate the interpretation of these analyses, we exponentiated the resulting β-coefficients to represent relative risks (and 95% confidence limits) associated with a 10% reduction in diet quality.
To minimize non-response bias, we calculated response weights on the basis of postal code-level estimates of household income that are available through the Canada Census for both participating and non-participating grade five students. As we considered these response weights in the analyses, our results represent provincial population estimates for grade five students.
RESULTS
Among grade five students in Nova Scotia, 42.3% did not meet the minimum recommendations of Canada’s Food Guide to Healthy Eating for milk products, nor did they meet tecommendations for the food groups vegetables and fruit (49.9%), grain products (54.4%) and meat and alternatives (73.7%) (Table I).
TABLE III
Risk Factors for Poor Diet Quality Among Grade Five Students in Nova Scotia
The mean daily energy intake was 2077 and 2256 kilocalories for girls and boys, respectively. Intakes of nutrients that are considered to be indicative of or critical for proper nutrition among children are presented in Table II. On average, carbohydrate contributed 56.7% of total energy intake, of which 11 % (32 grams/ day) was sucrose. With respect to fat, 26.2% of students were not within the recommended range (25-35% of total calories) with 13.9% and 12.3% exceeding or beneath this range, respectively.
The average intakes of vitamin A, folate, vitamin C, iron and zinc exceeded reference values, and 4.7%-27.6% of students had inadequate intakes (Table II). Similarly, average intakes of B vitamins (thiamin, riboflavin, B6 and B12) exceeded the reference values with less than 10% of respondents having inadequate levels (data not shown). The average intake of Vitamin D was higher than the AI, wherea\s that of calcium and fibre was lower. The average intake of sodium exceeded the upper limit with 59.5% of students above this level.
The observed overall diet quality score averaged 62.4 and ranged from 15.5 to 88.0 on a scale of O to 100. Diet quality was better among girls than boys: relative to girls, boys had a 1.11 (or 11%) higher risk for lower diet quality (Table III). After adjusting for differences in lifestyle and socio-economic factors, gender differences decreased to a 7% higher risk among boys. Skipping breakfast was reported by 3.6% and was independently associated with an 18% higher risk for lower diet quality. Similarly, purchasing lunch at school and skipping lunch were associated with a 10% and 34% increase in risk for lower diet quality, respectively. Eating at a fast-food restaurant 3 or more times per week was associated with a 56% increased risk for lower diet quality. Children reporting frequent consumption of meals in front of the TV, less participation in physical activity, and frequent participation in sedentary activities were also observed to have poorer diet quality. Children of parents with healthy eating habits and advantaged socio-economic backgrounds had better diet quality.
DISCUSSION
Grade five students in Nova Scotia adequately meet the recommendations for most nutrients. However, nutrients of concern include calcium and fibre, of which intakes are low, and dietary fat and sodium, of which intakes are high. The dietaiy reference intake (DRI) for calcium is based on optimal calcium retention for bone development and prevention of osteoporosis.24 The DRI for fibre is set to lower the risk for certain cancers, obesity, diabetes, and coronary heart disease.20 As intakes of calcium and fibre are low, the prevention of these conditions may therefore not be optimal. The observed calcium intake, however, exceeded the 1990 recommendations (900 mg/day for boys and 1100 mg/day for girls) and paralleled observations among youth in other Canadian jurisdictions.33-35
High intakes of fat and sodium have long been linked to chronic diseases. Since the early 1970s, Canadian adults have gradually decreased their fat intake from 40-41% of calories to 30-31% by the late 1990s.36 A similar decline was observed among American children, from 39% in the late 1970s to 33% by the late 1990s.37 In contrast, the consumption of refined sugars increased to approximately 60 grams of sucrose per day, originating primarily from soft drinks.37 Given that higher sucrose consumption in the United States (US) parallels a higher prevalence of childhood obesity, Canadian policies to abandon soft drink (pop) sales in elementary schools may be an appropriate step in the prevention of childhood obesity, as it may contribute to a decrease in the consumption of refined sugars in this country.6
Adherence to the Canada’s Food Guide to Healthy Eating, which is currently under review, was observed to be poor. Better compliance with the recommendations for grain products and vegetables & fruit should increase fibre intakes and reduce intakes of fat and sodium. Similarly, better compliance with the recommendations for milk products is likely to increase the consumption of calcium. We observed a mean intake from meat & alternatives that was lower than the recommendation. A low intake of foods from this group is reflected in the 27.6% of students with zinc intakes lower than the DRI. In comparison to 178 Quebec adolescents surveyed in 1997/ 1998,38 children in Nova Scotia consume more servings from vegetables & fruits and milk products and fewer from grain products and meat & alternatives. Relative to children in the US who consume 3.7 servings of fruits and vegetables per day,37 children in Nova Scotia consume notably more of this food group (5.8 servings per day).
Consistent with the established association between socio- economic factors and health,39,40 we observed a gradient whereby socio-economically advantaged groups had healthier diets. Similar to studies in the US, we found that frequent family meals resulted in healthier diets.41,42 Also similar to studies in the US, we observed that eating in front of the television is common and results in lower diet quality, probably because these meals are more likely to consist of unhealthy snacks, ready-made meals and soft drinks.41 Skipping breakfast or lunch was observed among relatively few students but was found to have a negative effect on diet quality, possibly because these meals are replaced by unhealthy snack foods. Frequent consumption of fast food was also observed to be detrimental to children’s diets.
Despite the pandemic increases in childhood obesity, very few studies have evaluated risk factors for poor diet.43,44 Such research is critical to providing direction to educators and as a basis for evidence-based health policy. The present study quantified the independent importance of various child, parental and school factors, all of which could serve as targets for health promotion. For example, a focus could be on encouraging children not to skip meals and to limit consumption of fast food and soft drinks. Parents could play a key role in discouraging their children’s sedentaiy activities and in emphasizing healthy family meals. In addition to providing health education, schools can contribute by serving and promoting healthier lunches. In this respect, integrated school programs have been demonstrated to be effective in improving diet quality and preventing obesity.45
We administered validated questions and questionnaires, however, responses remain subjective and subject to error. Strengths of the present study further include the population-based design, the large sample size, the relative high response rates, the adjustment for non-response bias and the consideration of various potential confounders.
In summary, grade five students in Nova Scotia adequately met the requirements for most nutrients. Intakes of calcium, fibre, fat and sodium, however, are of concern and could be addressed by better adherence to Canada’s Food Guide to Healthy Eating. Dietary quality is influenced by various child, parental and school factors, all of which could serve as targets for promotion of healthy diet and prevention of childhood obesity.
RSUM
Objectif : Les politiques de sant publique font la promotion d’une saine alimentation, mais rares sont les valuations de l’observation par les enfants des recommandations alimentaires et les tudes des facteurs de risque de la malnutrition, malgr le rle important que joue le rgime alimentaire dans l’augmentation temporelle de la prvalence de l’obsit de l’enfance. Nous examinons ici les apports alimentaires et les facteurs de risque d’une mauvaise alimentation chez les enfants de la Nouvelle-Ecosse afin de mieux orienter les politiques sanitaires et les initiatives de prvention.
Mthode : En 2003, nous avons sond 5 200 lves de 5e anne dans 282 coles publiques de la Nouvelle-Ecosse, ainsi que leurs parents. Nous avons valu les apports alimentaires des lves ( l’aide du questionnaire Youth Adolescent Food Frequency de l’Universit Harvard) et nous les avons compars aux recommandations canadiennes sur les groupes d’aliments et les apports en nutriments. Nous avons rsum la qualit du rgime l’aide de l’instrument Diet Quality IndexInternational (DQl-I) et utilis des mthodes de rgression multiniveau pour valuer les ventuels facteurs de risque d’une mauvaise alimentation pour les enfants, les parents et les coles.
Rsultats : En Nouvelle-Ecosse, 42,3 % des enfants ne respectaient pas les recommandations de consommation de produits laitiers, ni des groupes d’aliments lgumes et fruits (49,9 %), produits de crales (54,4 %) et viande et substituts (73,7 %). Les besoins des enfants en nutriments taient respects, l’exception du calcium et des fibres, pour lesquels les apports taient faibles, et des matires grasses et du sodium alimentaire, pour lesquels les apports taient levs. Le fait de sauter des repas et d’en acheter l’cole ou dans les restaurants rapides taient d’importants dterminants d’une mauvaise alimentation. L’valuation par les parents de leurs propres habitudes alimentaires tait associe positivement la qualit du rgime de leurs enfants.
Interprtation : L’alimentation des enfants de la Nouvelle-Ecosse est relativement mauvaise. Des politiques de sant publique explicites et des initiatives de prvention ciblant les enfants, les parents et les coles pourraient amliorer la qualit de l’alimentation et prvenir l’obsit.
REFERENCES
1. Bush M, Kirkpatrick S. Setting dietary guidance: The Canadian experience. J Am Diet Assoc 2003;103(Suppl2):22-27.
2. Health Canada. Canada’s Food Guide to Healthy Eating. Ottawa, ON: Health Promotion and Programs Branch, Minister of Public Works and Government Services Canada, 1992.
3. Institute of Medicine. Dietary Reference Intakes: Applications in Dietary Assessment. Washington, DC: National Academy Press, 2001.
4. Ebbeling CB, Pawlak DB, Ludwig DS. Childhood obesity: Public- health crisis, common sense cure. Lancet 2002;360(9331):473-82.
5. Anderson RE. The spread of the childhood obesity epidemic [commentary]. CMA J 2000; 163(11):1461-62.
6. Swinbrun BA, Caterson I, Seidell JC, James WP. Diet, nutrition and the prevention of excess weight gain and obesity. Public Health Nutr 2004;7(11): 123-46.
7. Tremblay MS, Willms JD. secular trends in the body mass index of Canadian children. CMAJ 2000;163(11l):H29-33.
8. Tremblay MS, Katzmarzyk PT, Willms JD. Temporal trends in overweight and obesity in Canada, 1981-1996. Int J Obes Relat Metab Disord 2002;26(4):538-43.
9. Calle EE, Thun MJ, Petrelli JM, Rodriguez C, Heath CW. Body- mass index and mortality in a prospective cohort of U.S. adults. N Engl J Med 1999;341(15):1097-105.
10. Manson JE, Bassuk SS.Obesity in the United States: A fresh look at \its high toll. JAMA 2003;289(2):229-30.
11. Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults. N Engl J Med 2003;348(17):1625-38.
12. Fontaine KR, Redden DT, Wang C, Westfall AO, Allison DB. Years of life lost due to obesity. JAMA 2003:289(2): 187-93.
13. Peeters A, Barendregt JJ, Willekins F, Mackenbach JP, Mamun AA, Bonneux L. Obesity in adulthood and its consequences for life expectancy: A life-table analysis. Ann Intern Med 2003:138(1):24- 32.
14. Birmingham CL, Muller JL, Palcpu A, Spinelli JJ, Anis AH. The cost of obesity in Canada. CMAJ 1999; 160(4):483-88.
15. Veugelers PJ, Guernsey JR. Health deficiencies in Cape Breton county, Nova Scotia, Canada, 1950-1995. Epidemiology 1999;10(5):495- 99.
16. Fitzgerald AL, Dewar R, Veugelers PJ. Diet quality and cancer incidence in Nova Scotia, Canada: Potential impact of dietary intervention. Nutr Cancer 2002;43(2):127-32.
17. Katzmarzyk PT, Ardern CI. Overweight and obesity mortality trends in Canada, 1985-2000. Can J Public Health 2004;95(1):16-20.
18. Rockett HR, Wolf AM, Colditz GA. Development and reproducibility of a food frequency questionnaire to assess diets of older children and adolescents. J Am Diet Assoc 1995;95(3):336-40.
19. Health Canada. Canadian Nutrient File (CNF), 2001b. Ottawa, 2002. Available on-line at: http://www.hc-sc.gc.ca/food-aliment/ns- sc/nrrn/surveillance/cnf-fcen/e_cnf_downloads. html#dload_table (Accessed: March 31, 2005).
20. Institute of Medicine. Dietary Reference Intakes for Energy, Carbohydrate, Fiber, Fat, Fatty Acids, Cholesterol, Protein, and Amino Acids (Macronutrients). Washington, DC: National Academy Press, 2002.
21. Institute of Medicine. Dietary Reference Intakes for Vitamin A, Vitamin K, Arsenic, Boron, Chromium, Copper, Iodine, Iron, Manganese, Molybdenum, Nickel, Silicon, Vanadium, and Zinc. Washington, DC: National Academy Press, 2002.
22. Institute of Medicine. Dietary Reference Intakes for Thiamin, Riboflavin, Niacin, Vitamin B6, Folate, Vitamin B12, Pantothenic Acid, Biotin, and Choline. Washington, DC: National Academy Press, 2000.
23. Institute of Medicine. Dietary Reference Intakes for Vitamin C, Vitamin E, Selenium, and Carotenoids. Washington, DC: National Academy Press, 2000.
24. Institute of Medicine. Dietary Reference Intakes for Calcium, Phosphorus, Magnesium, Vitamin D, and Fluoride. Washington, DC: National Academy Press, 1999.
25. Institute of Medicine. Dietary Reference Intakes for Water, Potassium, Sodium, Chloride, and Sulfate. Washington, DC: National Academy Press, 2004.
26. Kant AK. Indexes of overall diet quality: A review. J Am Diet Assoc 1996;96(8):785-91.
27. Gerber M. The comprehensive approach to diet: A critical review. J Nutr 200 1; 13 1 (Suppl 11):3051-55.
28. Kennedy ET, OhIs J, Carlson S, Fleming K. The healthy eating index: Design and applications. J Am Diet Assoc 1995;95(10):1103-8.
29. Kant AK, Schatzkin A, Graubard BI, Schairer C. A prospective study of diet quality and mortality in women. JAMA 2000;283(16):2109- 15.
30. McCann SE, Weiner J, Graham S, Freudenheim JL. Is principal components analysis necessary to characterise dietary behaviour in studies of diet and disease? Public Health Nutr 2001;4(4):903-8.
31. Kim S, Haines PS, Siega-Riz AM, Popkin BM. The diet quality index-international (DQI-I) provides an effective tool for cross- national comparison of diet quality as illustrated by China and the United States. J Nutr 2003;133(11):3476-84.
32. Willet W. Issues in analysis and presentation of dietary data. In: Nutritional Epidemiology, 2nd ed. New York, NY: Oxford University Press, 1998.
33. Health Canada. Nutrition Recommendations: The Report of the Scientific Review Committee. Ottawa, ON: Minister of Supply and Services Canada, 1990.
34. Carter LM, Whiting SJ, Drinkwater DT, Zello GA, Faulkner RA, Bailey DA. Self-reported calcium intake and bone mineral content in children and adolescents. J Am College Nutrition 2001;20(5):502-9.
35. Barr SI. Association of social and demographic variables with calcium intakes of high school students. J Am Diet Assoc 1994;94(3):260-66.
36. Gray-Donald K, Jacobs-Starkey L, JohnsonDown L. Food habits of Canadians: Reduction in fat intake over a generation. Can J Public Health 2000;91(5):381-85.
37. Rockett HRH, Berkey CS, Field AE, Colditz GA. Cross- sectional measurement of nutrient intake among adolescents in 1996. Prev Med 2001;33(1):27-37.
38. Jacobs-Starkey L, Johnson-Down L, GrayDonald K. Food habits of Canadians: Comparison of intakes in adults and adolescents to Canada’s Food Guide to Healthy Living. Can J Diet Pract Res 2001;62(2):61-69.
39. Veugelers PJ, Yip AM, Kephart G. Proximal and contextual socioeconomic determinants of mortality: Multilevel approaches in a setting with universal health care coverage. Am J Epidemiol 2001;154(8):725-32.
40. Veugelers PJ, Yip AM. Socio-economic disparities in health care use: Does universal coverage reduce inequalities in health? J Epidemiol Community Health 2003;57(6):424-28.
41. Gillman MW, Rifas-Shiman SL, Frazier L, Rockett HRH, Camargo CA, Field AE. Family dinner and diet quality among older children and adolescents. Arch Fam Med 2000;9(3):235-40.
42. Neumark-Sztainer D, Hannan PJ, Story M, Croll J, Perry C. Family meal patterns: Associations with sociodemographic characteristics and improved dietary intake among adolescents. J Am Diet Assoc 2003;103(3):317-22.
43. Aranceta J, Perez-Rodrigo C, Ribas L, SerraMajem LI. Sociodemographic and lifestyle determinants of food patterns in Spanish children and adolescents: The enKid study. Eur J Clin Nutr 2003;57(Suppl 1):540-44.
44. Serra-Majem L, Ribas L, Perez-Rodrigo C, Garcia-Closas R, Pena-Quintana L, Aranceta J. Determinants of nutrient intake among children and adolescenrs: Results from the enKid study. Ann NutrMetab 2002;46(Suppl 1):31-38.
45. Veugelers PJ, Fitzgerald AL. Effectiveness of school programs in the prevention of childhood obesity. Am J Public Health 2005;95(3):432-35.
Received: June 8, 2004
Accepted: December 16, 2004
Paul J. Veugelers, PhD1
Angela L. Fitzgerald, MSc, PDt2
Elizabeth Johnston, PhD, PDt, FDC3
La traduction du rsum se trouve la fin de l’article.
1. Department of Community Health & Epidemiology, Dalhousie University, Halifax, NS and Department of Public Health Sciences, University of Alberta, Edmonton, AB
2. Department of Community Health & Epidemiology, Dalhousie University
3. School of Nutrition & Dietetics, Acadia University, Wolfville, NS
Correspondence and reprint requests: Dr. Paul. J. Veugelers, Department of Public Health Sciences, Faculty of Medicine & Dentistry, University of Alberta, Room 13-106D Clinical Sciences Building, Edmonton, AB T6G 2G3
Acknowledgements: We thank all grade five students, their parents and schools for their participation. We thank all research assistants and public health staff who assisted in the data collection, Jason Liang for data management and Helaine Rockett from Harvard School of Public Health for her assistance with the nutrient analysis.
Source of funding: This research was funded by the Canadian Population Health Initiative and through a Canadian Institutes of Health Research New Investigator award to Dr. Veugelers.
Copyright Canadian Public Health Association May/Jun 2005
