| Literature DB >> 35565937 |
Rong Zhang1,2, Xiaohui Yu3, Yingjie Yu3, Dandan Guo3, Hairong He3, Yao Zhao3, Wenli Zhu1,2.
Abstract
Family is the most fundamental and proximal context for children, and children's eating behavior occurs mostly in the home or together with family members. With this study, we aimed to evaluate the distribution of family food environment dimensions and their relationship with healthy and unhealthy food consumption in primary and secondary students in order to provide evidence in the Chinese context and explore environmental solutions for improved child nutrition. Multi-stage stratified cluster sampling was used to conduct a cross-sectional survey among students in Beijing, China, from September 2020 to June 2021. Family food environment (FFE) was measured by the validated Family Food Environment Questionnaire for Chinese School-age Children, which was self-administered by the children's caregivers. The students were asked to answer questions about food consumption frequencies in the past 7 days. Binary logistic regression models were used to investigate the relationships between food consumption frequency and FFE, and odds ratios (ORs) with 95% confidence intervals (CI) were computed for independent variables. Among the study population, 9686 students in grades 3-12 and their caregivers completed the survey. The mean score of FFE was 65.7 (±8.4) out of a total possible score of 100, with 76.6% of students categorized as relatively healthier according to their FFE score (≥ 60). Compared with the reference group, students in primary schools and those cared for principally by parents were more likely to be in a healthy FFE category (p < 0.05). Daily consumption of fruits and vegetables was reported by 62.6% and 71.6% of students, respectively, and weekly sugared soft drink consumption was reported by 70.9% of the students. Students with a healthier FFE score (≥60) were more likely to consume fruits (OR = 1.578, 95% CI: 1.428~1.744) and vegetables (OR = 1.402, 95% CI: 1.263~1.556) but less likely to consume sugared soft drinks (OR = 0.592, 95% CI: 0.526~0.667). Family food availability (β = 0.137), caregivers' nutritional literacy (β = 0.093), meal practices (β = 0.079) and food rules (β = 0.050) were positively correlated with food consumption behavior (p < 0.05). The students with healthier FFE scores (OR = 1.130, 95% CI: 1.014~1.258) and whose caregiver was obese (OR = 2.278, 95% CI: 1.973~2.631) were more likely to be overweight. The family food environment plays an important role in shaping food consumption in children. Provision of healthy foods instead of unhealthy foods, positive meal practices and food rules, and nutrition education for parents can promote healthy eating in children.Entities:
Keywords: China; family food environment; food consumption; primary and secondary students
Mesh:
Year: 2022 PMID: 35565937 PMCID: PMC9105134 DOI: 10.3390/nu14091970
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Figure 1Multi-stage stratified cluster sampling process of the study.
Individual and household demographic characteristics of family food environments.
| Group | Family Food Environment Score (Mean ± SD) | Total Score ≥ 60 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Family Socioeconomic | Family | Family | FAMILY | FAMILY | Caregiver’s | Total | ||||
| Total | 9686(100.0) | 4.3 ± 1.3 | 11.4 ± 2.2 | 8.7 ± 1.9 | 16.2 ± 4.5 | 12.3 ± 1.9 | 12.8 ± 2.9 | 65.7 ± 8.4 | 7419(76.6) | |
| Grade | ||||||||||
| 3~6 | 4092(42.2) | 4.2 ± 1.4 a | 11.9 ± 2.0 a | 8.9 ± 1.8 a | 17.1 ± 3.9 a | 12.7 ± 1.8 a | 12.9 ± 2.9 a | 67.7 ± 7.9 a | 3461(84.6) | — |
| 7~9 | 2875(29.7) | 4.3 ± 1.3 ab | 11.3 ± 2.2 b | 8.6 ± 1.9 b | 16.2 ± 4.5 b | 12.3 ± 1.9 b | 12.7 ± 2.9 b | 65.4 ± 8.4 b | 2170(75.5) | 0.561(0.498~0.633) * |
| 10~12 | 2719(28.1) | 4.3 ± 1.1 b | 10.9 ± 2.2 c | 8.5 ± 2.0 c | 14.7 ± 5.1 c | 11.7 ± 2.0 c | 12.7 ± 2.8 ab | 62.8 ± 8.4 c | 1788(65.8) | 0.350(0.312~0.393) * |
| Gender | ||||||||||
| Male | 4887(50.5) | 4.3 ± 1.3 a | 11.4 ± 2.2 a | 8.7 ± 1.9 | 16.2 ± 4.5 | 12.3 ± 1.9 | 12.7 ± 2.9 | 65.6 ± 8.5 | 3706(75.8) | — |
| Female | 4799(49.5) | 4.2 ± 1.3 b | 11.5 ± 2.1 b | 8.7 ± 1.9 | 16.1 ± 4.5 | 12.3 ± 1.9 | 12.8 ± 2.8 | 65.7 ± 8.4 | 3713(77.4) | 1.090(0.992~1.197) |
| District | ||||||||||
| Urban | 3439(35.5) | 4.4 ± 1.4 a | 11.7 ± 2.1 a | 8.9 ± 1.8 a | 15.9 ± 4.5 a | 12.3 ± 1.9 | 13.3 ± 2.8 a | 66.6 ± 8.4 a | 2772(80.6) | — |
| Suburb | 6247(64.5) | 4.2 ± 1.3 b | 11.3 ± 2.2 b | 8.6 ± 1.9 b | 16.3 ± 4.6 b | 12.3 ± 1.9 | 12.5 ± 2.9 b | 65.2 ± 8.4 b | 4647(74.4) | 0.699(0.631~0.774) * |
| Number of children | ||||||||||
| 1 | 6133(63.3) | 4.3 ± 1.3 a | 11.5 ± 2.1 | 8.7 ± 1.9 a | 15.9 ± 4.6 a | 12.2 ± 2.0 a | 12.9 ± 2.9 a | 65.6 ± 8.6 | 4678(76.3) | — |
| ≥2 | 3551(36.7) | 4.2 ± 1.4 b | 11.4 ± 2.2 | 8.6 ± 1.9 b | 16.6 ± 4.4 b | 12.5 ± 1.8 b | 12.5 ± 2.9 b | 65.8 ± 8.2 | 2740(77.2) | 1.051(0.953~1.159) |
| Principal caregiver | ||||||||||
| Parents | 9500(98.1) | 4.3 ± 1.3 a | 11.5 ± 2.2 a | 8.7 ± 1.9 | 16.2 ± 4.5 | 12.3 ± 1.9 | 12.8 ± 2.9 a | 65.7 ± 8.4 | 7290(76.7) | — |
| Grandparents | 160 (1.7) | 3.8 ± 1.6 b | 11.0 ± 2.3 b | 8.9 ± 2.2 | 16.6 ± 4.6 | 12.2 ± 2.3 | 12.0 ± 3.1 b | 64.4 ± 8.2 | 111(69.4) | 0.687(0.489~0.964) * |
| Caregiver’s educational level | ||||||||||
| ≤Junior high school | 1603(16.5) | 3.8 ± 1.3 a | 10.7 ± 2.2 a | 8.5 ± 2.0 a | 16.1 ± 4.7 | 12.2 ± 2.0 a | 11.6 ± 2.9 a | 62.9 ± 8.4 a | 1047(65.3) | — |
| High school | 2470(25.5) | 4.1 ± 1.3 b | 11.1 ± 2.1 b | 8.5 ± 2.0 a | 16.0 ± 4.7 | 12.2 ± 1.9 a | 12.3 ± 2.8 b | 64.3 ± 8.3 b | 1789(72.4) | 1.395(1.218~1.598) * |
| Junior college | 2383(24.6) | 4.3 ± 1.3 c | 11.6 ± 2.1 c | 8.7 ± 1.8 b | 16.4 ± 4.4 | 12.3 ± 1.9 b | 12.8 ± 2.8 c | 66.2 ± 8.2 c | 1880(78.9) | 1.985(1.721~2.288) * |
| ≥College | 3230(33.3) | 4.7 ± 1.2 d | 11.9 ± 2.1 d | 8.9 ± 1.8 c | 16.2 ± 4.4 | 12.4 ± 1.9 b | 13.7 ± 2.6 d | 67.7 ± 8.1 d | 2703(83.7) | 2.724(2.371~3.130) * |
| Annual household income per capita (yuan) | ||||||||||
| <20,000 | 1685(17.4) | 3.8 ± 1.3 a | 10.9 ± 2.2 a | 8.6 ± 2.0 a | 16.3 ± 4.6 | 12.1 ± 2.0 a | 12.0 ± 2.9 a | 63.7 ± 8.4 a | 1163(69.0) | — |
| 20,000~39,999 | 2127(22.0) | 4.0 ± 1.3 b | 11.3 ± 2.2 b | 8.6 ± 1.9 ab | 16.2 ± 4.7 | 12.3 ± 2.0 ab | 12.5 ± 2.9 b | 64.8 ± 8.4 b | 1573(74.0) | 1.274(1.106~1.468) * |
| 40,000~69,999 | 2539(26.2) | 4.2 ± 1.3 c | 11.5 ± 2.0 c | 8.7 ± 1.9 bc | 16.1 ± 4.4 | 12.4 ± 1.8 b | 12.9 ± 2.8 c | 65.8 ± 8.2 c | 1969(77.6) | 1.550(1.349~1.782) * |
| ≥70,000 | 3329(34.4) | 4.7 ± 1.3 d | 11.8 ± 2.1 d | 8.8 ± 1.9 c | 16.1 ± 4.5 | 12.3 ± 1.9 b | 13.3 ± 2.8 d | 67.1 ± 8.4 d | 2708(81.3) | 1.957(1.710~2.240) * |
a, b, c and d indicate significant differences among groups (p < 0.05); *: p < 0.05.
Partial correlation between family food environment dimensions.
| Dimension of Family Food Environment | Family Socioeconomic Status | Family Food Availability | Family Feeding Patterns | Family Food Rules | Family Meal Practices | Caregiver’s Nutritional Literacy |
|---|---|---|---|---|---|---|
| Family food availability | 0.061 * | |||||
| Family feeding patterns | 0.011 | 0.142 * | ||||
| Family food rules | 0.029 * | 0.276 * | 0.002 | |||
| Family meal practices | 0.032 * | 0.283 * | 0.054 * | 0.309 * | ||
| Caregiver’s nutritional literacy | 0.097 * | 0.339 * | 0.069 * | 0.133 * | 0.197 * | |
| Total score | 0.237 * | 0.633 * | 0.306 * | 0.734 * | 0.556 * | 0.585 * |
*: p < 0.05, adjusted for students’ grade, gender and district.
Healthy Food Consumption in Relation to Family Food Environment.
| Food Consumption During the Past 7 Days | Family Food Environment Score (Mean ± SD) | Total Score ≥ 60 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Family Socioeconomic Status | Family Food Availability | Family Feeding Patterns | Family Food Rules | Family Meal Practices | Caregiver’s Nutritional Literacy | Total Score | ||||
| Whole grains | ||||||||||
| ≤6 days | 7052(72.8) | 4.3 ± 1.3 a | 11.4 ± 2.1 a | 8.7 ± 1.9 | 16.1 ± 4.6 a | 12.2 ± 1.9 a | 12.7 ± 2.9 a | 65.3 ± 8.4 a | 5305(75.2) | — |
| Daily | 2630(27.2) | 4.2 ± 1.4 b | 11.7 ± 2.2 b | 8.7 ± 2.0 | 16.5 ± 4.4 b | 12.5 ± 1.9 b | 13.1 ± 2.9 b | 66.7 ± 8.4 b | 2111(80.3) | 1.282(1.146~1.435) * |
| Fruits | ||||||||||
| ≤6 days | 3623(37.4) | 4.2 ± 1.3 a | 11.0 ± 2.1 a | 8.6 ± 1.9 a | 15.6 ± 4.7 a | 12.0 ± 2.0 a | 12.4 ± 2.9 a | 63.7 ± 8.6 a | 2494(68.8) | — |
| Daily | 6063(62.6) | 4.3 ± 1.3 b | 11.7 ± 2.1 b | 8.8 ± 1.9 b | 16.5 ± 4.4 b | 12.5 ± 1.9 b | 13.0 ± 2.8 b | 66.8 ± 8.2 b | 4925(81.2) | 1.685(1.527~1.860) * |
| Vegetables | ||||||||||
| ≤6 days | 2724(28.1) | 4.2 ± 1.3 a | 11.0 ± 2.1 a | 8.7 ± 1.9 | 15.8 ± 4.7 a | 12.1 ± 1.9 a | 12.3 ± 2.9 a | 64.1 ± 8.4 a | 1937(71.1) | — |
| Daily | 6937(71.6) | 4.3 ± 1.3 b | 11.6 ± 2.1 b | 8.7 ± 1.9 | 16.3 ± 4.5 b | 12.4 ± 1.9 b | 13.0 ± 2.8 b | 66.2 ± 8.4 b | 5461(78.7) | 1.466(1.322~1.626) * |
| Dairy Products | ||||||||||
| ≤6 days | 4360(45.0) | 4.2 ± 1.3 a | 11.2 ± 2.2 a | 8.7 ± 1.9 | 16.0 ± 4.6 a | 12.2 ± 1.9 a | 12.5 ± 2.9 a | 64.8 ± 8.5 a | 3198(73.3) | — |
| Daily | 5322(54.9) | 4.3 ± 1.3 b | 11.6 ± 2.1 b | 8.7 ± 1.9 | 16.3 ± 4.5 b | 12.4 ± 1.9 b | 13.0 ± 2.9 b | 66.4 ± 8.3 b | 4219(79.3) | 1.347(1.223~1.483) * |
| Legumes | ||||||||||
| ≤6 days | 8401(86.7) | 4.3 ± 1.3 | 11.4 ± 2.1 a | 8.7 ± 1.9 | 16.1 ± 4.5 a | 12.3 ± 1.9 a | 12.8 ± 2.9 | 65.6 ± 8.5 a | 6406(76.3) | — |
| Daily | 1283(13.2) | 4.3 ± 1.3 | 11.6 ± 2.3 b | 8.6 ± 2.1 | 16.6 ± 4.6 b | 12.4 ± 1.9 b | 12.8 ± 2.9 | 66.3 ± 8.2 b | 1011(78.8) | 1.197(1.034~1.385) * |
| Fish | ||||||||||
| None | 2641(27.3) | 4.1 ± 1.3 a | 11.3 ± 2.1 a | 8.7 ± 1.9 | 16.0 ± 4.7 a | 12.2 ± 2.0 a | 12.5 ± 2.9 a | 64.7 ± 8.6 a | 1939(73.4) | — |
| Weekly | 7042(72.7) | 4.3 ± 1.3 b | 11.5 ± 2.2 b | 8.7 ± 1.9 | 16.2 ± 4.5 b | 12.3 ± 1.9 b | 12.9 ± 2.9 b | 66.0 ± 8.3 b | 5478(77.8) | 1.274(1.147~1.416) * |
| Liver | ||||||||||
| None | 6180(63.8) | 4.2 ± 1.3 a | 11.4 ± 2.1 | 8.7 ± 1.9 a | 16.2 ± 4.5 | 12.3 ± 1.9 | 12.7 ± 2.9 a | 65.6 ± 8.4 | 4737(76.7) | — |
| Weekly | 3494(36.1) | 4.4 ± 1.3 b | 11.5 ± 2.2 | 8.6 ± 1.9 b | 16.2 ± 4.6 | 12.3 ± 1.9 | 12.9 ± 2.9 b | 65.7 ± 8.5 | 2675(76.6) | 1.147(1.036~1.269) * |
| Breakfast | ||||||||||
| ≤6 days | 2018(20.8) | 4.2 ± 1.3 a | 10.7 ± 2.1 a | 8.5 ± 2.0 a | 15.1 ± 4.9 a | 11.7 ± 1.9 a | 12.2 ± 3.0 a | 62.5 ± 8.4 a | 1290(63.9) | — |
| Daily | 7660(79.1) | 4.3 ± 1.3 b | 11.6 ± 2.1 b | 8.7 ± 1.9 b | 16.4 ± 4.4 b | 12.5 ± 1.9 b | 12.9 ± 2.8 b | 66.5 ± 8.2 b | 6121(79.9) | 1.895(1.698~2.115) * |
| Food variety yesterday | ||||||||||
| <12 | 7620(78.7) | 4.2 ± 1.3 a | 11.4 ± 2.1 | 8.7 ± 1.9 a | 16.2 ± 4.5 | 12.3 ± 1.9 a | 12.7 ± 2.9 a | 65.4 ± 8.4 a | 5768(75.7) | — |
| ≥12 | 2044(21.1) | 4.4 ± 1.4 b | 11.6 ± 2.2 | 8.8 ± 1.9 b | 16.2 ± 4.6 | 12.4 ± 1.9 b | 13.2 ± 2.8 b | 66.7 ± 8.5 b | 1635(80.0) | 1.255(1.110~1.419) * |
a, b indicate significant differences between groups (p < 0.05); “weekly” indicates food consumption at least once a week. *: p < 0.05, adjusted for students’ grade, gender and district.
Unhealthy food and snack consumption in relation to family food environment.
| Food Consumption during the Past 7 Days | Family Food Environment Score (Mean ± SD) | Total Score ≥ 60 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Family Socioeconomic | Family | Family | Family | Family | Caregiver’s | Total | ||||
| Sugared soft drinks | ||||||||||
| None | 2812(29.0) | 4.2 ± 1.4 a | 12.1 ± 2.0 a | 8.9 ± 1.9 a | 17.0 ± 4.3 a | 12.6 ± 1.9 a | 13.2 ± 2.8 a | 67.0 ± 8.5 a | 2369(84.2) | — |
| Weekly | 6865(70.9) | 4.3 ± 1.3 b | 11.2 ± 2.1 b | 8.6 ± 1.9 b | 15.8 ± 4.6 b | 12.2 ± 1.9 b | 12.6 ± 2.9 b | 64.7 ± 8.3 b | 5041(73.4) | 0.582(0.517~0.654) * |
| Fried food | ||||||||||
| None | 3155(32.6) | 4.3 ± 1.4 | 11.9 ± 2.1 a | 8.8 ± 1.9 a | 16.7 ± 4.3 a | 12.5 ± 1.9 a | 13.1 ± 2.9 a | 67.3 ± 8.3 a | 2581(81.8) | — |
| Weekly | 6526(67.4) | 4.3 ± 1.3 | 11.2 ± 2.2 b | 8.6 ± 1.9 b | 15.9 ± 4.6 b | 12.2 ± 1.9 b | 12.6 ± 2.9 b | 64.9 ± 8.4 b | 4834(74.1) | 0.723(0.649~0.806) * |
| Fast food | ||||||||||
| None | 4564(47.1) | 4.2 ± 1.3 a | 11.7 ± 2.1 a | 8.8 ± 1.9 a | 16.5 ± 4.4 a | 12.5 ± 1.9 a | 13.0 ± 2.9 a | 66.7 ± 8.3 a | 3640(79.8) | — |
| Weekly | 5119(52.8) | 4.3 ± 1.3 b | 11.2 ± 2.2 b | 8.6 ± 1.9 b | 15.9 ± 4.6 b | 12.1 ± 1.9 b | 12.6 ± 2.9 b | 64.7 ± 8.4 b | 3777(73.8) | 0.738(0.670~0.814) * |
| Snacks | ||||||||||
| ≤6 days | 8412(86.8) | 4.3 ± 1.3 a | 11.5 ± 2.1 a | 8.7 ± 1.9 a | 16.2 ± 4.5 a | 12.3 ± 1.9 a | 12.8 ± 2.9 | 65.8 ± 8.4 a | 6464(76.8) | — |
| Daily | 1272(13.1) | 4.4 ± 1.3 b | 11.3 ± 2.2 b | 8.6 ± 2.1 b | 15.7 ± 4.6 b | 12.1 ± 1.9 b | 12.9 ± 2.9 | 64.9 ± 8.5 b | 954(75.0) | 0.952(0.828~1.095) |
a, b indicate significant differences between groups (p < 0.05); “weekly” indicates food consumption at least once a week. *: p < 0.05, adjusted for students’ grade, gender and district.
Logistic regression analysis of food consumption.
| Independent Variable | Daily Fruit Consumption | Daily Vegetable Consumption | Weekly Sugared Soft Drink Consumption | ||||||
|---|---|---|---|---|---|---|---|---|---|
|
|
| ORs (95%CI) |
|
| ORs (95%CI) |
|
| ORs (95%CI) | |
| constant term | −0.242 | 0.014 | 0.227 | 0.026 | 1.239 | <0.001 * | |||
| Grade | |||||||||
| 3~6 | — | — | — | — | — | — | |||
| 7~9 | −0.212 | <0.001 * | 0.809(0.728~0.898) | 0.238 | <0.001 * | 1.269(1.135~1.418) | 0.491 | <0.001 * | 1.634(1.466~1.820) |
| 10~12 | −0.809 | <0.001 * | 0.445(0.400~0.495) | −0.012 | 0.840 | 0.989(0.884~1.105) | 0.633 | <0.001 * | 1.884(1.678~2.115) |
| Gender (Female) | 0.302 | <0.001 * | 1.352(1.241~1.473) | 0.257 | <0.001 * | 1.293(1.182~1.415) | −0.278 | <0.001 * | 0.757(0.692~0.828) |
| District (Suburb) | 0.209 | 0.555 | 1.209(0.935~1.132) | −0.093 | 0.071 | 0.911(0.823~1.008) | −0.026 | 0.614 | 0.975(0.882~1.077) |
| Number of children (≥2) | −0.067 | 0.152 | 0.935(0.853~1.025) | −0.033 | 0.506 | 0.968(0.879~1.065) | 0.001 | 0.989 | 1.001(0.909~1.101) |
| Principal caregiver (grandparents) | 0.317 | 0.071 | 1.373(0.974~1.937) | 0.047 | 0.791 | 1.048(0.741~1.482) | −0.214 | 0.220 | 0.807(0.573~1.137) |
| Caregiver’s education | |||||||||
| ≤Junior high school | — | — | — | — | |||||
| High school | 0.294 | <0.001 * | 1.341(1.174~1.532) | 0.111 | 0.116 | 1.118(0.973~1.284) | −0.004 | 0.961 | 0.996(0.857~1.158) |
| Junior college | 0.493 | <0.001 * | 1.637(1.422~1.885) | 0.261 | 0.001 * | 1.298(1.120~1.504) | −0.098 | 0.214 | 0.907(0.777~1.058) |
| ≥College | 0.608 | <0.001 * | 1.838(1.591~2.123) | 0.417 | <0.001 * | 1.517(1.303~1.766) | −0.290 | <0.001 * | 0.748(0.640~0.874) |
| Household income per capita (yuan) | |||||||||
| <20,000 | — | — | — | — | |||||
| 20,000~39,999 | 0.128 | 0.062 | 1.136(0.993~1.299) | 0.182 | 0.012 * | 1.199(1.042~1.381) | −0.035 | 0.634 | 0.965(0.834~1.117) |
| 40,000~69,999 | 0.193 | 0.004 * | 1.213(1.062~1.386) | 0.115 | 0.105 | 1.122(0.976~1.289) | 0.019 | 0.795 | 1.019(0.883~1.177) |
| ≥70,000 | 0.306 | <0.001 * | 1.358(1.186~1.555) | 0.123 | 0.088 | 1.131(0.982~1.302) | 0.154 | 0.037 * | 1.166(1.009~1.348) |
| Family food environment score (≥60) | 0.456 | <0.001 * | 1.578(1.428~1.744) | 0.338 | <0.001 * | 1.402(1.263~1.556) | −0.524 | <0.001 * | 0.592(0.526~0.667) |
*: p < 0.05; “weekly” indicates food consumption at least once a week.
Multiple linear regression analysis of overall food consumption score.
| Independent Variable | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|
|
|
|
|
|
|
| |
| constant term | 10.857 | <0.001 * | 10.554 | <0.001 * | ||
| Grade | 0.031 | 0.026 | 0.013 * | 0.029 | 0.024 | 0.024 * |
| Gender | 0.087 | 0.013 | 0.200 | 0.061 | 0.009 | 0.363 |
| District | −0.222 | −0.031 | 0.003 * | −0.208 | −0.029 | 0.005 * |
| Number of children | 0.041 | 0.006 | 0.572 | 0.037 | 0.005 | 0.609 |
| Principal caregiver | −0.050 | −0.002 | 0.810 | 0.030 | 0.001 | 0.886 |
| Caregiver’s education | 0.314 | 0.100 | <0.001 * | 0.278 | 0.088 | <0.001 * |
| Household income | 0.093 | 0.030 | 0.006 * | 0.070 | 0.022 | 0.043 * |
| Family food environments | 0.092 | 0.226 | <0.001 * | — | — | — |
| Family socioeconomic status | — | — | — | 0.078 | 0.030 | 0.003 * |
| Family food availability | — | — | — | 0.219 | 0.137 | <0.001 * |
| Family feeding pattern | — | — | — | −0.017 | −0.009 | 0.343 |
| Family food rules | — | — | — | 0.038 | 0.050 | <0.001 * |
| Family meal practices | — | — | — | 0.141 | 0.079 | <0.001 * |
| Caregiver’s nutritional literacy | — | — | — | 0.111 | 0.093 | <0.001 * |
Variable values: gender (1: male, 2: female); district (1: urban, 2: suburban); caregiver (1: parent, 2: grandparent, 3: others); caregiver’s education (1: ≤junior high school, 2: high school, 3: junior college, 4: ≥college); household income (1: <20,000, 2: 20,000~39,999, 3: 40,000~69,999, 4: ≥70,000). *: p < 0.05.
Logistic regression analysis of students’ overweight status.
| Independent Variable |
|
| ORs (95%CI) |
|---|---|---|---|
| constant term | 0.024 | 0.853 | |
| Grade | |||
| 3~6 | — | — | |
| 7~9 | −0.122 | 0.026 * | 0.885(0.794~0.986) |
| 10~12 | −0.342 | <0.001 * | 0.710(0.632~0.797) |
| Gender (Female) | −0.870 | <0.001 * | 0.419(0.383~0.458) |
| District (Suburb) | 0.299 | <0.001 * | 1.349(1.223~1.487) |
| Number of children (≥2) | −0.093 | 0.051 | 0.911(0.830~1.000) |
| Principal caregiver (grandparents) | −0.040 | 0.822 | 0.961(0.676~1.364) |
| Caregiver’s education | |||
| ≤Junior high school | — | — | |
| High school | 0.078 | 0.277 | 1.081(0.939~1.244) |
| Junior college | 0.151 | 0.044 * | 1.163(1.004~1.348) |
| ≥College | 0.094 | 0.223 | 1.098(0.944~1.278) |
| Caregiver’s weight status | |||
| Normal | — | — | |
| Overweight | 0.455 | <0.001 * | 1.576(1.429~1.737) |
| Obese | 0.823 | <0.001 * | 2.278 (1.973~2.631) |
| Wasted | −0.292 | 0.024 * | 0.747 (0.579~0.963) |
| Household income per capita | |||
| <20,000 | — | — | |
| 20,000~39,999 | −0.084 | 0.235 | 0.919(0.800~1.056) |
| 40,000~69,999 | −0.220 | 0.002 * | 0.803(0.699~0.922) |
| ≥70,000 | −0.302 | <0.001 * | 0.739(0.643~0.850) |
| Family food environments (≥ 60) | 0.122 | 0.026 * | 1.130(1.014~1.258) |
| Food consumption | |||
| Whole grains (daily) | −0.167 | 0.002 * | 0.846(0.761~0.941) |
| Fruits (daily) | 0.085 | 0.109 | 1.089(0.981~1.208) |
| Vegetables (daily) | −0.004 | 0.943 | 0.996(0.892~1.112) |
| Vitamin A-rich vegetables (daily) | −0.003 | 0.960 | 0.997(0.902~1.103) |
| Dairy products (daily) | 0.010 | 0.834 | 1.010(0.919~1.111) |
| Legumes (daily) | 0.179 | 0.011 * | 1.196(1.042~1.372) |
| Fungi and algae (weekly) | −0.040 | 0.488 | 0.960(0.857~1.077) |
| Fish (weekly) | −0.023 | 0.667 | 0.977(0.879~1.086) |
| Liver (weekly) | 0.017 | 0.733 | 1.017(0.923~1.121) |
| Sugared soft drinks (weekly) | 0.038 | 0.479 | 1.039(0.935~1.154) |
| Fried food (weekly) | −0.022 | 0.683 | 0.979(0.882~1.086) |
| Fast food (weekly) | −0.099 | 0.043 * | 0.905(0.822~0.997) |
| Breakfast (daily) | −0.086 | 0.137 | 0.918(0.819~1.028) |
| Snacks (daily) | −0.276 | <0.001 * | 0.759(0.662~0.869) |
| Food variety (≥12) | 0.092 | 0.099 | 1.096(0.983~1.223) |
*: p < 0.05; “weekly” indicates food consumption at least once a week.