| Literature DB >> 28257107 |
Xiaoqin Wang1, Zhaozhao Hui2, Xiaoling Dai3, Paul D Terry4, Yue Zhang5, Mei Ma6, Mingxu Wang7, Fu Deng8, Wei Gu9, Shuangyan Lei10, Ling Li11, Mingyue Ma6, Bin Zhang12.
Abstract
Many children suffer from nutritional deficiencies that may negatively affect their academic performance. This cluster-randomized controlled trial aimed to test the effects of micronutrient-fortified milk in Chinese students. Participants received either micronutrient-fortified (n = 177) or unfortified (n = 183) milk for six months. Academic performance, motivation, and learning strategies were estimated by end-of-term tests and the Motivated Strategies for Learning Questionnaire. Blood samples were analyzed for micronutrients. In total, 296 students (82.2%) completed this study. Compared with the control group, students in the intervention group reported higher scores in several academic subjects (p < 0.05), including languages, mathematics, ethics, and physical performance at the end of follow-up. Students in the intervention group showed greater self-efficacy and use of cognitive strategies in learning, and reported less test anxiety (p < 0.001). Moreover, vitamin B2 deficiency (odds ratio (OR) = 0.18, 95% confidence interval (CI): 0.11~0.30) and iron deficiency (OR = 0.34, 95% CI: 0.14~0.81) were less likely in the students of the intervention group, whereas vitamin D, vitamin B12, and selenium deficiencies were not significantly different. "Cognitive strategy" had a partial mediating effect on the test scores of English (95% CI: 1.26~3.79) and Chinese (95% CI: 0.53~2.21). Our findings suggest that micronutrient-fortified milk may improve students' academic performance, motivation, and learning strategies.Entities:
Keywords: fortified milk; academic performance; micronutrient; middle school students; motivated strategies for learning
Mesh:
Substances:
Year: 2017 PMID: 28257107 PMCID: PMC5372889 DOI: 10.3390/nu9030226
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Schematic flow of the participants.
Nutrient composition of the micronutrient fortified milk and pure milk in the present study.
| Nutrients | Units | Fortified Milk per 100 mL | Pure Milk per 100 mL | FAO/WHO RNI for 10–18 Years a | Chinese DRIs EER/RNI/AI/EAR for 11–14 Years b |
|---|---|---|---|---|---|
| Energy | KJ | 332 | 309 | — | 7530/8580 c |
| Protein | g | 3.1 | 3.6 | — | 55/60 |
| Fat | g | 3.6 | 4.4 | — | <60 |
| Carbohydrate | g | 8.6 | 5.0 | — | 150 |
| Sodium | mg | 58 | 65 | — | 1400 |
| Vitamin A | μg RE | 78 | 0 | 600 | 630/670 c |
| Vitamin D | μg | 1.5 | 0 | 5 | 10 |
| Vitamin E | mg α-TE | 2.0 | 0 | 7.5/10.0 c | 13 |
| Vitamin B2 | mg | 0.09 | 0 | 1.0/1.3 c | 1.1/1.3 c |
| Pantothenic acid | mg | 0.2 | 0 | 5.0 | 4.5 |
| Phosphorus | mg | 70 | 0 | — | 640 |
| Calcium | mg | 100 | 120 | 1300 | 1200 |
| Zinc | mg | 0.34 | 0 | 7.2/8.6 c | 9.0/10.0 c |
RNI: Recommended Nutrient Intake; DRIs: Dietary Reference Intakes; EER: Estimated Energy Requirement; AI: Adequate Intake; EAR: Estimated Average Requirement; RE: Retinol Equivalent; α-TE: α-Tocopherol Equivalent; a Food and Agriculture Organization of the United Nations (FAO) and World Health Organization (WHO), 2004. Vitamins and Mineral Requirements in Human Nutrition. Second Edition; b Chinese Nutrition Society, 2013. Chinese Dietary Reference Intakes; c Female/Male.
Demographic and anthropometric characteristics of subjects in the intervention and control groups.
| Variables | Intervention ( | Control ( | ||
|---|---|---|---|---|
| Age (years) | 13.2 ± 1.0 | 13.4 ± 0.9 | 1.811 | 0.071 |
| Gender | 0.018 | 0.894 | ||
| Male ( | 38 (27.7) | 43 (27.0) | ||
| Female ( | 99 (72.3) | 116 (73.0) | ||
| Height (cm) | 163.9 ± 1.7 | 163.7 ± 1.5 | 1.075 | 0.283 |
| Weight (kg) | 58.8 ± 4.1 | 58.1 ± 3.2 | 1.648 | 0.100 |
| BMI (kg/m2) | 21.2 ± 0.8 | 21.1 ± 0.7 | 1.147 | 0.252 |
| BMI | 0.1 ± 1.3 | 0.2 ± 1.3 | 0.660 | 0.509 |
BMI: Body Mass Index.
Prevalence of iron, vitamin D, vitamin B2, vitamin B12, and selenium deficiencies in subjects at baseline between the intervention and control group.
| Micronutrients | Intervention | Control ( | ||
|---|---|---|---|---|
| Iron deficiency | 10 (7.3) | 13 (8.3) | 0.079 | 0.779 |
| Vitamin D deficiency | 5 (3.6) | 5 (3.1) | 0.999 * | |
| Vitamin B2 deficiency | 127 (92.7) | 145 (91.2) | 0.224 | 0.636 |
| Vitamin B12 deficiency | 12 (8.8) | 15 (9.4) | 0.040 | 0.841 |
| Selenium deficiency | 68 (49.6) | 77 (48.4) | 0.043 | 0.836 |
* p value was compared using Fisher’s exact test.
The effects of micronutrient-fortified milk on the prevalence of iron, vitamin D, vitamin B2, vitamin B12, and selenium deficiencies.
| Micronutrients | Intervention ( | Control ( | Adjusted OR | 95% CI | |
|---|---|---|---|---|---|
| Iron deficiency | 7 (5.1) | 22 (13.8) | 0.34 a | 0.14~0.81 | 0.012 |
| Vitamin D deficiency | 6 (4.4) | 8 (5.0) | 0.87 b | 0.29~2.56 | 0.792 |
| Vitamin B2 deficiency | 31 (22.6) | 99 (62.3) | 0.18 c | 0.11~0.30 | 0.000 |
| Vitamin B12 deficiency | 4 (2.9) | 3 (1.9) | 1.56 d | 0.34~7.11 | 0.708 |
| Selenium deficiency | 53 (38.7) | 59 (37.1) | 1.07 e | 0.67~1.71 | 0.780 |
OR: Odds Ratio; CI: Confidence Interval; a Adjusted by gender, age, BMI, vitamin D, vitamin B2, vitamin B12, selenium; b Adjusted by gender, age, BMI, iron, vitamin B2, vitamin B12, selenium; c Adjusted by gender, age, BMI, iron, vitamin D, vitamin B12, selenium; d Adjusted by gender, age, BMI, iron, vitamin D, vitamin B2, selenium; e Adjusted by gender, age, BMI, iron, vitamin D, vitamin B2, vitamin B12.
Academic scores of the end-of-term tests between the control and intervention group in middle school students.
| Subjects | Intervention ( | Control ( | F | F’ | ||||
|---|---|---|---|---|---|---|---|---|
| Baseline | Post-Trial | Baseline | Post-Trial | |||||
| Chinese | 72.1 ± 2.0 | 81.2 ± 2.2 | 72.3 ± 2.1 | 78.5 ± 2.0 | 127.852 | 0.000 | 127.395 | 0.000 |
| Mathematics | 82.8 ± 2.0 | 86.1 ± 2.1 | 82.4 ± 2.0 | 85.6 ± 2.0 | 9.416 | 0.002 | 8.013 | 0.005 |
| English | 73.0 ± 2.0 | 84.1 ± 1.9 | 72.6 ± 2.0 | 79.3 ± 2.0 | 497.398 | 0.000 | 483.216 | 0.000 |
| Physics | 62.6 ± 2.1 | 70.0 ± 2.0 | 62.2 ± 2.2 | 69.5 ± 2.4 | 1.766 | 0.185 | 1.484 | 0.224 |
| Social science | 81.3 ± 2.1 | 84.9 ± 2.0 | 80.9 ± 1.8 | 85.2 ± 2.2 | 0.591 | 0.443 | 0.629 | 0.428 |
| Ethics | 72.6 ± 1.9 | 77.8 ± 2.1 | 72.4 ± 2.1 | 74.9 ± 2.0 | 127.497 | 0.000 | 127.637 | 0.000 |
| Physical performance | 68.7 ± 3.7 | 83.3 ± 4.7 | 69.3 ± 3.4 | 78.5 ± 4.4 | 79.162 | 0.000 | 59.090 | 0.000 |
F’: Adjusted by gender, age, BMI, iron, vitamin D, vitamin B2, vitamin B12, selenium, self-efficacy, intrinsic value, test anxiety, cognitive strategy, and self-regulation. The effect sizes (Eta Square) are 0.303, 0.027, 0.623, 0.005, 0.002, 0.004, and 0.168 for Chinese, mathematics, English, physics, social science, ethics, and physical performance, respectively.
Motivation and learning strategy scores between the control and intervention group in middle school students.
| Dimensions | Score | F | F’ | |||||
|---|---|---|---|---|---|---|---|---|
| Intervention ( | Control ( | |||||||
| Baseline | Post-Trial | Baseline | Post-Trial | |||||
| Self-efficacy | 50.3 ± 2.7 | 52.5 ± 0.9 | 49.9 ± 2.0 | 51.9 ± 0.7 | 19.497 | 0.000 | 17.621 | 0.000 |
| Intrinsic value | 50.8 ± 3.3 | 53.0 ± 2.9 | 51.3 ± 2.5 | 52.6 ± 2.7 | 0.375 | 0.541 | 0.285 | 0.594 |
| Test anxiety | 22.0 ± 5.5 | 20.1 ± 4.3 | 21.4 ± 4.3 | 22.8 ± 3.7 | 41.278 | 0.000 | 40.905 | 0.000 |
| Cognitive strategy | 58.2 ± 2.8 | 61.1 ± 3.1 | 57.7 ± 2.6 | 60.1 ± 2.7 | 15.885 | 0.000 | 15.730 | 0.000 |
| Self-regulation | 47.6 ± 3.2 | 47.5 ± 1.7 | 48.0 ± 2.5 | 47.6 ± 2.1 | 0.987 | 0.321 | 1.174 | 0.279 |
F’: Adjusted by gender, age, BMI, iron, vitamin D, vitamin B2, vitamin B12, and selenium. The effect sizes (Eta Square) are 0.057, 0.001, 0.123, 0.051, and 0.004 for self-efficacy, intrinsic value, test anxiety, cognitive strategy, and self-regulation, respectively.