| Literature DB >> 36232274 |
Shin-Il Lim1, Sookyung Jeong2.
Abstract
Breakfast consumption is essential for children to generate energy for the day. Parents play an important role in children's breakfast habits and spending time with parents during breakfast greatly influences children's emotional development. Therefore, this study investigated the relationship between the frequency of children's breakfast consumption, time spent in conversation with parents, and children's somatic symptoms. Data were obtained from the Korea Children and Youth Panel Survey 2018 and were initially collected from fourth-grade elementary school students and followed up for three years. SPSS 21.0 and AMOS 21.0 software were used for data analysis. Multivariate latent growth modeling was applied to analyze the effect of the breakfast consumption frequency on children's somatic symptoms and the mediating effect of parent-child conversation time on this relationship. Consequently, as children's frequency of breakfast consumption increased, their somatic symptoms decreased. Furthermore, parent-child conversation time mediated the relationship between these two variables. Therefore, students, parents, and teachers should be educated about the importance of having breakfast and communicating with parents for students' emotional health.Entities:
Keywords: breakfast consumption; children’s health; longitudinal study; parent–child conversation; somatic symptoms
Mesh:
Year: 2022 PMID: 36232274 PMCID: PMC9564638 DOI: 10.3390/ijerph191912975
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Research model.
General characteristics of participants.
| 1st Year (2018) 4th Grade/11 Years Old | 2nd Year (2019) 5th Grade/12 Years Old | 3rd Year (2020) 6th Grade/13 Years Old | |||
|---|---|---|---|---|---|
| The Number of Participants (A) | Remaining Number of Participants | Maintaining Rate about Original Sample | Remaining Number of Participants | Maintaining Rate about Original Sample | |
| total | 2607 | 2437 | 93.5 | 2411 | 92.5 |
| male | 1313 | 1221 | 92.9 | 1211 | 92.2 |
| female | 1294 | 1216 | 93.9 | 1200 | 92.7 |
Statistics for the major variables.
| n | Mean | SD | Skewness | Kurtosis | |
|---|---|---|---|---|---|
| CFBC (4th grade/11 years old) | 2607 | 5.8550 | 1.9374 | −1.6530 | 1.6239 |
| CFBC (5th grade/12 years old) | 2437 | 5.5224 | 2.0159 | −1.2725 | 0.5905 |
| CFBC (6th grade/13 years old) | 2411 | 5.2559 | 2.0489 | −1.0094 | 0.0467 |
| APC (4th grade/11 years old) | 2607 | 4.2919 | 1.5639 | 0.1390 | −0.9529 |
| APC (5th grade/12 years old) | 2437 | 4.2682 | 1.4218 | 0.2362 | −0.7395 |
| APC (6th grade/13 years old) | 2411 | 4.2561 | 1.4725 | 0.2844 | −0.8074 |
| CSS (4th grade/11 years old) | 2607 | 1.6912 | 0.5774 | 0.6720 | −0.14555 |
| CSS (5th grade/12 years old) | 2437 | 1.7611 | 0.5845 | 0.6280 | −0.0565 |
| CSS (6th grade/13 years old) | 2411 | 1.8250 | 0.6390 | 0.5403 | −0.4423 |
CFBC: Children’s frequency of breakfast consumption, APC: Amount of parent–child conversation time, CSS: Children’s somatic symptoms.
Relationships between constants and multicollinearity statistics.
| ② | ③ | ④ | ⑤ | ⑥ | ⑦ | ⑧ | ⑨ | ||
|---|---|---|---|---|---|---|---|---|---|
| CFBC (4th grade) | 1.0000 | ||||||||
| ② CFBC (5th grade) | 0.4580 *** | 1.0000 | |||||||
| ③ CFBC (6th grade) | 0.3499 *** | 0.4653 *** | 1.0000 | ||||||
| ④ APC (4th grade) | 0.1046 *** | 0.0791 *** | 0.0118 | 1.0000 | |||||
| ⑤ APC (5th grade) | 0.0585 ** | 0.0699 ** | 0.0582 ** | 0.3659 *** | 1.0000 | ||||
| ⑥ APC (6th grade) | 0.0857 *** | 0.1080 *** | 0.1546 *** | 0.2844 *** | 0.4038 *** | 1.0000 | |||
| ⑦ CSS (4th grade) | −0.1596 *** | −0.0916 *** | −0.0648 ** | −0.1644 *** | −0.0633 ** | −0.0906 *** | 1.0000 | ||
| ⑧ CSS (5th grade) | −00763 *** | −0.1665 *** | −0.0972 *** | −0.0679 ** | −0.1078 *** | −0.1037 *** | 0.3608 *** | 1.0000 | |
| ⑨ CSS (6th grade) | −0.0920 *** | −0.1030 *** | −0.2058 *** | −0.0490 * | −0.0934 *** | −0.2763 *** | 0.2548 *** | 0.3780 ** | 1.0000 |
| tolerance | 0.7467 | 0.6714 | 0.7258 | 0.8213 | 0.7680 | 0.7520 | 0.8227 | 0.7623 | 0.7676 |
| VIF | 1.3392 | 1.4893 | 1.3777 | 1.2176 | 1.3021 | 1.3298 | 1.2155 | 1.3117 | 1.3027 |
CFBC: Children’s frequency of breakfast consumption, APC: Amount of parent–child conversation time, CSS: Children’s somatic symptoms; *** p < 0.001, ** p < 0.01, * p < 0.05.
Model fitness for each variable and the results of the models.
| Model |
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| Mean | Variance | Covariance/Correlation | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Initial | Rate of Change | Initial | Rate of Change | |||||||||
| CFBC | no-change | 30.6102 | 4 | 0.000 | 0.7283 | 0.8192 | 0.1454 | 5.5664 *** | 1.6801 *** | |||
| linear change | 1.0277 | 1 | 0.311 | 0.9701 | 0.9713 | 0.0795 | 5.8463 *** | −0.3022 *** | 2.1654 *** | 0.4527 *** | −0.4342 ***/−0.4123 | |
| APC | no-change | 49.9408 | 4 | 0.004 | 0.9791 | 0.9861 | 0.0332 | 4.2702 *** | 0.7859 *** | |||
| linear change | 0.2135 | 1 | 0.213 | 1.0063 | 1.0000 | 0.0000 | 4.2872 *** | −0.0261 * | 0.9599 *** | 0.1663 *** | −0.1897 ***/−0.4295 | |
| CSS | no-change | 113.6001 | 4 | 0.000 | 0.7782 | 0.8521 | 0.1031 | 1.7518 *** | 0.1193 *** | |||
| linear change | 11.1895 | 1 | 0.665 | 1.0004 | 1.0079 | 0.0000 | 1.6935 *** | 0.0665 *** | 0.1492 *** | 0.0376 *** | −0.0142 */−0.3401 | |
CFBC: Children’s frequency of breakfast consumption, APC: Amount of parent–child conversation time, CSS: Children’s somatic symptoms; *** p < 0.001, * p < 0.05.
Figure 2The results of latent growth analysis in the frequency of breakfast consumption, the amount of parental-child conversation time and somatic symptoms.
Verification of the research model.
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| 108.6356 | 20 | 0.9395 | 0.9731 | 0.0412 |
Analysis of the path coefficients of the research model.
| Pathway of Variables | Standardized Coefficients (β) | Unstandardized Coefficients (B) | Standard Error | C.R |
| ||
|---|---|---|---|---|---|---|---|
| CFBC (initial) | → | APC (initial) | 0.1723 | 0.1168 | 0.0239 | 4.8798 | *** |
| CFBC (initial) | → | APC (rate of change) | 0.0820 | 0.0255 | 0.0156 | 1.6331 | 0.1024 |
| CFBC (rate of change) | → | APC (rate of change) | 0.3227 | 0.2114 | 0.0380 | 505611 | *** |
| CFBC (initial) | → | CSS (initial) | −0.2332 | −0.0592 | 0.0091 | −6.5065 | *** |
| CFBC (initial) | → | CSS (rate of change) | −0.0003 | 0.0000 | 0.0058 | −0.0061 | 0.9951 |
| CFBC (rate of change) | → | CSS (rate of change) | −0.2174 | −0.0514 | 0.0178 | −2.8942 | ** |
| APC (initial) | → | CSS (initial) | −0.2524 | −0.0945 | 0.0147 | −6.4112 | *** |
| APC (initial) | → | CSS (rate of change) | −0.0671 | −0.0111 | 0.0101 | −1.1014 | 0.2707 |
| APC (rate of change) | → | CSS (rate of change) | −0.6262 | −0.2262 | 0.0495 | −4.5684 | *** |
CFBC: Children’s frequency of breakfast consumption, APC: Amount of parent–child conversation time, CSS: Children’s somatic symptoms; ** p < 0.01, *** p < 0.001.
Longitudinal mediating effect of the multivariate latent growth model (Sobel test).
| Parameter Value | Z |
|---|---|
| children’s frequency of breakfast consumption (initial) → parent–child conversation time (initial) → children’s somatic symptom (initial) | −6.5913 *** |
| children’s frequency of breakfast consumption (rate of change) → parent–child conversation time (rate of change) → children’s somatic symptom (rate of change) | −12.5192 *** |
*** p < 0.001.