| Literature DB >> 30281208 |
Jungwon Min1, Alice Fang Yan2, Youfa Wang1,3.
Abstract
OBJECTIVE: This study examined secular trends in children's weight-status assessment, measured weight status, and ideal body image and their associations with subsequent changes in BMI, and it explored the differences between sociodemographic groups in China.Entities:
Mesh:
Year: 2018 PMID: 30281208 PMCID: PMC6202186 DOI: 10.1002/oby.22310
Source DB: PubMed Journal: Obesity (Silver Spring) ISSN: 1930-7381 Impact factor: 5.002
Figure 1.Cross-sectional distributions of child weight status (%)1 and self-assessed and desired-body images (%)2 in 2000 (n=2,079) and 2011 (n=1,536) among 6 to 17-year-old children in the China Health and Nutrition Survey (CHNS)3
A. Child measured weight status (based on BMI), and self-assessed and desired-body images (based on self-report)4
B. Sex difference in self-assessed body image vs. measured weight status (based on BMI)5 X2 test was used to compare wave difference.*** p<0.001.
1Child weight status was classified by the extended International Obesity Task Force BMI cut-offs.
2Children’s body image ratings using nine silhouettes for, 1) that was most like them and 2) the one they would most like to look like were grouped into three levels: thin (silhouettes 1-3), average (silhouettes 4-6), and fat (silhouettes 7-9).
3We selectively presented the secular trend using 2000 and 2011 data with cross-sectional analysis.
4Boys and girls had significant changes in weight status and desired body image over time, except for the girls’ self-body image.
5Child estimation of weight status was categorized as consistent/under-/over-estimate by comparing their body image with actual weight status based on the measured and calculated BMI and the International Obesity Task Force BMI cut-offs.
Cross-sectional comparison of self-assessed body image[1] between 2000 (n=2,079) and 2011 (n=1,536) by demographic characteristics among 6 to 17-year-old children in China Health and Nutrition Surveys (CHNS) [2]
| Self-assessed body image (%)[ | p-value for | ||||||
|---|---|---|---|---|---|---|---|
| Thin | Average | Fat | Thin | Average | Fat | ||
| All | 58.7 | 39.4 | 2.0 | 56.8 | 40.8 | 2.4 | 0.41 |
| Gender | |||||||
| Boys | 61.9 | 36.4 | 1.7 | 55.8 | 40.8 | 3.4 | <0.01 |
| Girls | 54.9 | 42.8 | 2.3 | 57.9 | 40.7 | 1.3 | 0.20 |
| p[ | <0.01 | 0.02 | |||||
| Age | |||||||
| 6-11yr | 62.0 | 35.4 | 2.6 | 58.2 | 39.3 | 5.5 | 0.23 |
| 12-17yr | 56.0 | 42.6 | 1.4 | 54.9 | 42.9 | 2.2 | 0.45 |
| P[ | <0.001 | 0.35 | |||||
| Residence | |||||||
| Rural | 61.5 | 36.8 | 1.7 | 58.5 | 39.0 | 2.5 | 0.18 |
| Urban | 51.2 | 46.1 | 2.7 | 54.0 | 43.7 | 2.3 | 0.62 |
| P[ | <0.001 | 0.19 | |||||
Children’s self-ratings using nine silhouettes for the most like them were grouped into three levels: being thin (silhouettes 1-3), average (silhouettes 4-6), and fat (silhouettes 7-9).
We selectively presented the secular trend using the 2000 and 2011 data with cross-sectional analysis. The standard error of estimating self-assessed body image (%) varied between 0.3% to 1.3%. X2 test was used to examine significant body image difference in terms of survey year, gender, age, and residential area.
P-value for testing between group differences.
Sociodemographic characteristics (%) of 6 to 17-year-old children and their body images from baseline data collected in the China Health and Nutrition Survey (CHNS) of 2000, 2004, 2006, 2009, and 2011 (n=4,605)
| Baseline characteristics | % | Baseline weight status and body image | % |
|---|---|---|---|
| Sex | Measured weight status based on BMI[ | ||
| Boy | 53.2 | Underweight | 21.2 |
| Girl | 46.8 | Normal weight | 67.6 |
| Age | Overweight | 11.2 | |
| 6-11 years | 60.1 | Self-assessed body image[ | |
| 12-17 years | 39.9 | Thin | 57.9 |
| Parental obesity[ | Average | 39.8 | |
| Overweight/obese | 48.8 | Fat | 2.3 |
| Others | 51.2 | Desired body image[ | |
| Highest parental education[ | Thin | 41.6 | |
| < Middle school | 18.0 | Average | 57.4 |
| Middle & high school | 66.9 | Fat | 1.0 |
| Advanced degree(s) | 15.1 | Self-body image vs. measured weight status | |
| Residence | Consistent | 44.1 | |
| Urban | 31.0 | Underestimate | 49.0 |
| Rural | 69.0 | Overestimate | 6.9 |
Although CHNS started in 1989, in the present study ‘baseline data’ refers to the first observation of participants from pooled data of CHNS rounds in 2000, 2004, 2006, 2009 and 2011 in our longitudinal analysis. Participants with child height, weight, age, gender, and body images at least once during follow-up were included in data analysis. The standard error of estimating sociodemographic characteristics (%) varied between 0.1% to 0.7%.
Parental weight status was classified using the Chinese BMI cut-off points for overweight (24≤BMI <28.0 kg/m2) and obese (≥28.0 kg/m2).
Highest parental education was defined by the higher achieved degree of either parent.
Child weight status was classified by the extended International Obesity Task Force BMI cut-offs, which correspond to BMI= 18.5, 25 and 30 at age 18, respectively.
Children’s self-ratings using nine silhouettes for 1) that was most like them and 2) the one they would most like to look like were grouped into three levels: thin (silhouettes 1-3), average (silhouettes 4-6), and fat (silhouettes 7-9).
Comparing longitudinal maintaining probability of measured weight status and self-assessed weight status (“body image”) at follow-up by baseline characteristics among 6 to 17-year-old children in the China Health and Nutrition Survey (CHNS) 2000 to 2011 (n=4,605)[1]
| underwe | normal | overwei | thin | average | fat | |
|---|---|---|---|---|---|---|
| All | 79.5 | 90.4 | 79.0 | 85.0 | 78.8 | 67.9 |
| By baseline characteristics | ||||||
| 1. Child sex | ||||||
| Boy | 79.0 | 90.6 | 79.1 | 84.9 | 77.6 | 67.2 |
| Girl | 80.0 | 90.3 | 78.8 | 85.0 | 80.2 | 69.1 |
| 2. Child age | ||||||
| 6-11 years | 72.3 | 86.3 | 74.4 | 80.3 | 71.6 | 61.5 |
| 12-17 years | 92.5 | 97.0 | 95.1 | 93.6 | 91.6 | 90.9 |
| 3. Parental weight status | ||||||
| Overweight/obese | 79.3 | 92.0 | 82.6 | 85.4 | 81.6 | 70.2 |
| Other | 79.7 | 88.6 | 69.5 | 84.0 | 75.6 | 57.6 |
| 4. Parental education | ||||||
| < Middle school | 79.2 | 89.7 | 74.7 | 85.6 | 76.7 | 64.0 |
| Middle & high school | 80.0 | 89.8 | 75.4 | 84.2 | 78.0 | 63.9 |
| Advanced degree(s) | 78.3 | 93.7 | 88.2 | 85.7 | 82.0 | 73.0 |
| 5. Family residence | ||||||
| Urban | 79.7 | 91.9 | 83.5 | 85.0 | 81.1 | 68.3 |
| Rural | 79.5 | 89.8 | 76.3 | 84.9 | 77.7 | 67.6 |
Participants with weight status defined by IOTF and body image (up to 18 years old) during follow-up were included in this analysis. The standard error of estimating maintaining probability (%) varied between 0.4% to 0.7%.
Children’s self-ratings using nine silhouettes for 1) that was most like them and 2) the one they would most like to look like were grouped into three levels: thin (silhouettes 1-3), average (silhouettes 4-6), and fat (silhouettes 7-9).
STATA xttab command was used for longitudinal analysis of remaining probability (within % in conditional transition probability), which presents the average fraction of the time spent in a specific weight status/body image during follow-up. For example, conditional on whether a child ever rated him/herself as “thin,” 84.9% of the child’s observations were “thin.”
Longitudinal associations of baseline self-assessed weight status and subsequent yearly average BMI change, by age, cohort, gender, and residence: China Health and Nutrition Survey (CHNS) 2000 to 2011 (n=2,324)[a]
| Self-assessed weight status at baseline (reference= Average) | ||
|---|---|---|
| 1. Perceived fat (‘Fat’) | 2. Perceived thin (‘Thin’) | |
| β (SE) in annual average BMI increase (kg/m2)[ | ||
| Among all | 0.99 (0.14)[ | −0.02 (0.07) |
| Analysis stratified by: | 1.25 (0.17)[ | −0.09 (0.09) |
| 2) gender | 1.37 (0.19)[ | −0.10 (0.10) |
| 3) cohort | 0.01 (0.14) | 0.11 (0.07) |
| 4) measured weight status at baseline | 0.97 (0.29[ | −0.14 (0.15) |
| 5) residence | 0.45 (0.24)[ | 0.11 (0.13) |
Participants having ≥ two BMI points during follow-up and the body image at baseline were included in this analysis. Thus, the sample size became smaller. Participant’ age was ranged from 7 to 28-year-old. Self-body size ‘average’ (4-6 silhouettes) was used as a reference in models.
BMI increase (kg/m2) per year = difference in BMI between follow-up and baseline/follow-up years.
A mixed model was used after adjustment for child age (6 to 11-years-old/12 and above), gender, weight status at baseline, interaction between self-body image and weight status at baseline, household income level (tertiles), parental education (up to primary school/ middle school degree/ vocational or college degree or higher), residential area (urban/ rural), parental weight status (non-overweight/ overweight/ obese), and cohort and considering CHNS sampling methods and hierarchical data structure. Subgroup analysis applied the same mixed model except for the stratified variable.
p<0.001,
p<0.01,
p<0.05,
p<0.1.