| Literature DB >> 34794453 |
Keiko Asakura1, Sachie Mori2, Satoshi Sasaki3, Yuji Nishiwaki2.
Abstract
BACKGROUND: Since the risk of noncommunicable diseases is closely associated with dietary intake, it is important to establish healthy dietary habits in childhood. Although several dietary education programs for children have been attempted, their implementation at school was often difficult due to overcrowded study curricula. We developed a new program which included homework for children and guardians, and evaluated its effect. Determinants of the effect were also investigated.Entities:
Keywords: Disparity reduction; Family communication; Nutrition education; Primary school
Mesh:
Year: 2021 PMID: 34794453 PMCID: PMC8600693 DOI: 10.1186/s12937-021-00751-z
Source DB: PubMed Journal: Nutr J ISSN: 1475-2891 Impact factor: 3.271
Fig. 1Outline of the study. A Recruitment of primary schools. Seven cities and towns were chosen from each of five administrative districts in the prefecture. Two public primary schools with similar characteristics were then selected from each city/town. For the two schools from each city/town, one was assigned to the First group and the second to the Second group, such that the First and Second groups included seven schools each. B Schedule. Questionnaire surveys were performed three times (May, October, and February). The nutrition education program (intervention) was given between the surveys. The intervention was implemented between June and September for the First group and between October and January for the Second group in an alternating manner
Fig. 2Flow diagram of participant selection for analysis. *In this study, the participants submitted a set of the questionnaires three times (May, October, and February). ‘Observation’ number indicates the number of analyzed questionnaires: if all questionnaires had been submitted, ‘observation’ would have been equal to triple the number of participants. However, as some questionnaires were missing in October and February, ‘observation’ is less than triple
Fig. 3Definition of variables in linear mixed models. Differences in the definitions of three variables (Implementation of the program, Nutrition education group, Evaluation timing) are shown. “Implementation of the program (before vs after the program)” was a major independent variable in showing the effect of the nutrition education program. “Nutrition education group (First vs Second group)” was a covariate used to adjust the difference in knowledge at baseline between the two groups. “Evaluation timing (May vs October or February)” was also a covariate used to adjust the difference in knowledge in the time course
Characteristics of Participants (children: n = 2227 in May; guardians: n = 2085 in May)
| Variable | n (%) or mean, SD | First group ( | Second group ( | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Total (n = 2227) | |||||||||
| Children | Sex | Boy | 1091 | (49.0) | 543 | (49.9) | 548 | (48.1) | 0.40 |
| Girl | 1136 | (51.0) | 545 | (50.1) | 591 | (51.9) | |||
| Grade | 5th Grader (10–11 y/o) | 1115 | (50.1) | 554 | (50.9) | 561 | (49.3) | 0.43 | |
| 6th Grader (11–12 y/o) | 1112 | (49.9) | 534 | (49.1) | 578 | (50.8) | |||
| NK score (%)c | mean, SD May | 69.7, | 13.1 | 70.7, | 13.8 | 68.7, | 12.3 | < 0.001 | |
| October | 75.2, | 13.8 | 80.7, | 12.8 | 70.0, | 12.7 | < 0.001 | ||
| February | 78.4, | 12.2 | 78.9, | 12.2 | 77.9, | 12.3 | 0.054 | ||
| Difference b/w O and M | 5.5, | 13.4 | 9.9, | 14.1 | 1.3, | 11.1 | < 0.001 | ||
| Difference b/w F and O | 3.1, | 12.2 | −1.7, | 11.5 | 7.8, | 10.9 | < 0.001 | ||
| Being careful about what you eat is beneficial for youd | |||||||||
| Yes in May | 1782 | (80.0) | 868 | (79.8) | 914 | (80.3) | 0.78 | ||
| Yes in October | 1875 | (85.7) | 928 | (87.0) | 947 | (84.4) | 0.09 | ||
| Yes in February | 1906 | (89.2) | 937 | (89.3) | 969 | (89.0) | 0.80 | ||
| Being careful about what you eat earns you esteem from those around youd | |||||||||
| Yes in May | 713 | (32.0) | 341 | (31.3) | 372 | (32.7) | 0.51 | ||
| Yes in October | 651 | (29.7) | 329 | (30.8) | 322 | (28.7) | 0.27 | ||
| Yes in February | 713 | (33.4) | 319 | (30.4) | 394 | (36.2) | 0.005 | ||
| Being careful about what you eat places a burden on youd | |||||||||
| Yes in May | 550 | (24.7) | 282 | (25.9) | 268 | (23.5) | 0.19 | ||
| Yes in October | 555 | (25.4) | 270 | (25.3) | 285 | (25.4) | 0.95 | ||
| Yes in February | 539 | (25.2) | 275 | (26.2) | 264 | (24.2) | 0.29 | ||
| You discuss meals, food, nutrition, etc. with your guardiansd | |||||||||
| Yes in May | 895 | (40.2) | 406 | (37.3) | 489 | (42.9) | 0.007 | ||
| Yes in October | 994 | (45.4) | 507 | (47.5) | 487 | (43.3) | 0.051 | ||
| Yes in February | 1055 | (49.4) | 505 | (48.1) | 550 | (50.5) | 0.27 | ||
| Guardians | Total (n = 2085)e | First group ( | Second group ( | ||||||
| Relationship | Mother | 1910 | (91.6) | 936 | (91.5) | 974 | (91.7) | 0.95 | |
| Father | 122 | (5.9) | 59 | (5.8) | 63 | (5.9) | |||
| Grandmother | 13 | (0.6) | 7 | (0.7) | 6 | (0.6) | |||
| Other | 40 | (1.9) | 21 | (2.1) | 19 | (1.8) | |||
| Age (y/o) | mean, SD | 41.5, | 5.5 | 42.0, | 5.5 | 41.1, | 5.4 | < 0.001 | |
| Subjective SES | Poor | 645 | (31.4) | 301 | (29.9) | 344 | (32.8) | 0.049 | |
| Average | 1157 | (56.3) | 564 | (56.1) | 593 | (56.5) | |||
| Affluent | 253 | (12.3) | 141 | (14.0) | 112 | (10.7) | |||
| NK score (%)c | mean, SD May | 68.2, | 15.4 | 69.6, | 14.9 | 66.8, | 15.8 | < 0.001 | |
| October | 70.2, | 14.7 | 71.6, | 14.3 | 68.8, | 15.0 | < 0.001 | ||
| February | 71.6, | 14.0 | 72.9, | 13.6 | 70.4, | 14.3 | < 0.001 | ||
| Difference b/w O and M | 1.8, | 10.4 | 1.9, | 10.1 | 1.8, | 10.6 | 0.72 | ||
| Difference b/w F and O | 1.0, | 9.7 | 0.7, | 9.7 | 1.3, | 9.6 | 0.24 | ||
| Being careful about what you eat is beneficial for youd | |||||||||
| Yes in May | 1943 | (94.1) | 957 | (94.2) | 986 | (93.9) | 0.78 | ||
| Yes in October | 1742 | (93.4) | 858 | (94.7) | 884 | (92.2) | 0.03 | ||
| Yes in February | 1667 | (95.0) | 811 | (95.1) | 856 | (95.0) | 0.95 | ||
| Being careful about what you eat earns you esteem from those around youd | |||||||||
| Yes in May | 871 | (42.3) | 435 | (42.9) | 436 | (41.7) | 0.56 | ||
| Yes in October | 772 | (41.4) | 380 | (42.0) | 392 | (40.9) | 0.63 | ||
| Yes in February | 798 | (45.7) | 401 | (47.1) | 397 | (44.3) | 0.23 | ||
| Being careful about what you eat places a burden on youd | |||||||||
| Yes in May | 875 | (42.4) | 429 | (42.3) | 446 | (42.6) | 0.91 | ||
| Yes in October | 758 | (40.6) | 361 | (39.9) | 397 | (41.4) | 0.51 | ||
| Yes in February | 713 | (40.7) | 351 | (41.2) | 362 | (40.2) | 0.69 | ||
| You discuss meals, food, nutrition, etc. with your childd | |||||||||
| Yes in May | 1400 | (68.2) | 682 | (67.9) | 718 | (68.6) | 0.73 | ||
| Yes in October | 1353 | (72.4) | 680 | (75.1) | 673 | (70.0) | 0.01 | ||
| Yes in February | 1303 | (74.3) | 639 | (74.9) | 664 | (73.7) | 0.56 | ||
| My current dietary habits are firmly fixed, so changing them is difficultd | |||||||||
| Yes in May | 814 | (39.4) | 375 | (37.0) | 439 | (41.9) | 0.02 | ||
| My dietary habits are healthy, so there’s no need to change themd | |||||||||
| Yes in May | 393 | (19.1) | 189 | (18.6) | 204 | (19.5) | 0.63 | ||
b/w Between, F February, M May, NK score Nutrition knowledge score, O October, SES Socioeconomic status, y/o Years old
a First group means the participant group which received the nutrition education program from June to September. Second group means those who received it from November to January
b Comparison of characteristics between the First and Second groups was performed using the t test for continuous variables and χ2 test for categorical variables
c NK score is the percentage (%) of correct answers (regarded as nutrition knowledge level) in the nutrition knowledge questionnaires
d Percentage who answered ‘Yes’ for the question was calculated. As shown, the total number of responders (i.e. denominator of the calculation) differed by timing of the survey (May, October, and February)
e The numbers shown here includes guardians of 2227 children with information about the relationship with their children (mother, father, grandmother, or others) and NK score
Factors Associated with Children’s Nutrition Knowledge by Linear Mixed Modelsa (n = 2227, obs = 6383)
| R | Variable or question (Fixed Effects) | Model 1 | Model 2 | Model 3 (obs = 5352)b | ||||
|---|---|---|---|---|---|---|---|---|
| Estimates (% of correct answers) | 95%CI | Estimates (% of correct answers) | 95%CI | Estimates (% of correct answers) | 95%CI | |||
| Intercept | 68.0 | [65.9, 70.1] | 64.4 | [62.4, 66.4] | 54.3 | [51.6, 57.0] | ||
| C | Sex | Girl (vs Boy) | 1.1 | [0.24, 1.9]* | 0.79 | [−0.04, 1.6] | 0.30 | [− 0.54, 1.1] |
| C | Grade | 6th Grader (vs 5th) | 3.4 | [2.6, 4.3]* | 3.3 | [2.5, 4.1]* | 3.4 | [2.5, 4.2]* |
| Nutrition education program: groupc | Second group (vs First) | −1.5 | [−2.4, − 0.62]* | − 1.6 | [− 2.5, − 0.74]* | − 1.4 | [− 2.3, − 0.48]* | |
| Nutrition education program: implementationc | After (vs Before) | 9.0 | [8.1, 9.9]* | 8.7 | [7.8, 9.6]* | 8.7 | [7.7, 9.7]* | |
| Nutrition education program: evaluation timingc | October (vs May) | 1.2 | [0.51, 1.9]* | 1.03 | [0.36, 1.7]* | 1.3 | [0.52, 2.0]* | |
| February (vs May) | 0.01 | [−1.0, 1.0] | −0.21 | [− 1.3, 0.82] | − 0.32 | [− 1.5, 0.82] | ||
| C | Being careful about what you eat is beneficial for you.d | Yes (vs No) | 4.2 | [3.4, 4.9]* | 4.1 | [3.3, 5.0]* | ||
| C | Being careful about what you eat earns you esteem from those around you.d | Yes (vs No) | 0.71 | [0.10, 1.3]* | 0.70 | [0.04, 1.4]* | ||
| C | Being careful about what you eat places a burden on you.d | Yes (vs No) | −0.76 | [−1.4, − 0.13]* | − 0.68 | [−1.4, 0.01] | ||
| C | You discuss meals, food, nutrition, etc. with your guardians.d | Yes (vs No) | 1.3 | [0.72, 1.9]* | 1.3 | [0.68, 1.9]* | ||
| G | Subjective SES | Poor (vs Average) | −1.3 | [−2.2, −0.30]* | ||||
| Affluent (vs Average) | −0.66 | [−2.0, 0.68] | ||||||
| G | Guardians’ NK level | in May | 0.13 | [0.10, 0.15]* | ||||
| G | Being careful about what you eat is beneficial for you.d | Yes (vs No) | 1.8 | [0.57, 3.1]* | ||||
| G | Being careful about what you eat earns you esteem from those around you.d | Yes (vs No) | 0.14 | [−0.49, 0.77] | ||||
| G | Being careful about what you eat places a burden on you.d | Yes (vs No) | −0.42 | [−1.1, 0.23] | ||||
| G | You discuss meals, food, nutrition, etc. with your child.d | Yes (vs No) | 0.62 | [−0.09, 1.3] | ||||
| G | My current dietary habits are firmly fixed, so changing them is difficult.e | Yes in May (vs No) | −0.65 | [−1.5, 0.23] | ||||
| G | My dietary habits are healthy, so there’s no need to change them.e | Yes in May (vs No) | 1.3 | [0.16, 2.4]* | ||||
C, child; G, guardian; NK, nutrition knowledge; obs, observation; R, respondent; SES socioeconomic status; *P < 0.05
a Number of participants included in the analysis was 2227, and number of included observations were 6383, because most participants answered the questionnaire three times (May, October, and February). Mixed models included nutrition knowledge score (the percentage (%) of correct answers in the nutrition knowledge questionnaire) as a dependent variable and implementation of nutrition education as an independent variable. Other variables in the table were covariates. Participants’ ID number and survey area were included as random effects in the models, and other covariates were treated as fixed effects
b Due to missing guardian answers, number of observations used in analysis by Model 3 was smaller than those in Models 1 and 2
c Effect of nutrition education groups were assessed after separating three parts: Group itself (First vs Second group), Implementation of the nutrition education (before vs after implementation), and Evaluation timing (May, October, and February)
d These questions were asked three times (May, October, and February), and each answer was used for the corresponding observation
e These questions were asked only in May. For observations in October and February, answers in May were extrapolated
Factors Associated with Change in Children’s Nutrition Knowledge from May to October by Linear Mixed Modelsa (n = 2196)
| R | Variable or question (Fixed effects) | Model 1C | Model 2C | Model 3C ( | ||||
|---|---|---|---|---|---|---|---|---|
| Estimates (% of correct answers) | 95%CI | Estimates (% of correct answers) | 95%CI | Estimates (% of correct answers) | 95%CI | |||
| Intercept | 32.6 | [29.6, 35.5] | 32.2 | [29.2, 35.2] | 25.9 | [21.4, 30.4] | ||
| C | Sex | Girl (vs Boy) | 1.1 | [0.2, 2.0]* | 1.0 | [0.13, 1.9]* | 0.77 | [−0.20, 1.7] |
| C | Grade | 6th Grader (vs 5th) | 2.6 | [1.7, 3.5]* | 2.5 | [1.6, 3.4]* | 2.7 | [1.7, 3.7]* |
| Nutrition education program: group | First group (vs Second) | 9.6 | [8.7, 10.5]* | 9.6 | [8.7, 10.6]* | 9.8 | [8.8, 10.8]* | |
| C | NK level in May | −0.49 | [−0.52, −0.45]* | −0.50 | [− 0.54, − 0.46]* | −0.54 | [− 0.58, − 0.50]* | |
| C | Being careful about what you eat is beneficial for you.c | Yes in May (vs No) | 2.2 | [1.0, 3.4]* | 2.0 | [0.68, 3.3]* | ||
| C | Being careful about what you eat earns you esteem from those around you.c | Yes in May (vs No) | −0.04 | [−1.0, 1.0] | −0.14 | [− 1.2, 0.95] | ||
| C | Being careful about what you eat places a burden on you.c | Yes in May (vs No) | −0.52 | [−1.6, 0.5] | −0.45 | [−1.6, 0.69] | ||
| C | You discuss meals, food, nutrition, etc. with your guardians.c | Yes in May (vs No) | −0.30 | [−1.2, 0.6] | −0.42 | [−1.5, 0.61] | ||
| G | Subjective SES | Poor (vs Average) | −0.63 | [−1.7, 0.48] | ||||
| Affluent (vs Average) | −1.4 | [−2.9, 0.12] | ||||||
| G | Guardians’ NK level | in May | 0.11 | [0.07, 0.16]* | ||||
| G | Change in Guardians’ NK level | May to October | 0.06 | [0.006, 0.11]* | ||||
| G | Being careful about what you eat is beneficial for you.c | Yes in May (vs No) | 1.1 | [−1.0, 3.3] | ||||
| G | Being careful about what you eat earns you esteem from those around you.c | Yes in May (vs No) | −0.31 | [−1.3, 0.70] | ||||
| G | Being careful about what you eat places a burden on you.c | Yes in May (vs No) | 0.33 | [−0.70, 1.4] | ||||
| G | You discuss meals, food, nutrition, etc. with your child.c | Yes in May (vs No) | 1.5 | [0.43, 2.7]* | ||||
| G | My current dietary habits are firmly fixed, so changing them is difficult.d | Yes in May (vs No) | 0.24 | [−0.78, 1.3] | ||||
| G | My dietary habits are healthy, so there’s no need to change them.d | Yes in May (vs No) | 0.56 | [−0.71, 1.8] | ||||
C Child, G Guardian, NK Nutrition knowledge, R Respondent, SES Socioeconomic status; *P < 0.05
a Mixed models included change in children’s nutrition knowledge score (%) as a dependent variable and implementation of nutrition education as an independent variable
Other variables in the table were covariates. Survey area was included as a random effect in the models, and other covariates were treated as fixed effects
b Due to missing guardian answers, the number of participants in analysis by Model 3 was smaller than those in Models 1 and 2
c These questions were asked three times (May, October, and February), and answers in May was used in the analysis
d These questions were asked in May only