| Literature DB >> 22235368 |
Young Kyung Do1, Eric Andrew Finkelstein.
Abstract
Using a nationally representative sample of 142 783 middle school (13-15 years old) and high school (16-18 years old) students in South Korea, this study examined whether (1) overweight and obesity are more likely to be associated with lower self-reported school performance; (2) overweight and obese students are more likely to enrol in a vocational high school as opposed to a general high school; (3) the association between obesity and poorer self-reported school performance is mediated through body image stress and health status. We found that excess weight was negatively associated with self-reported school performance among middle and general high school students, and that obese students had a higher probability of being enrolled in a vocational over a general high school. We did not find strong evidence on the mediating role of body image stress and health status.Entities:
Year: 2011 PMID: 22235368 PMCID: PMC3249351 DOI: 10.1155/2011/798409
Source DB: PubMed Journal: J Obes ISSN: 2090-0708
Summary statistics of the study sample (N = 142 783).
| Variables | Underweight | Normal weight | Overweight | Obesity |
|---|---|---|---|---|
| ( | ( | ( | ( | |
| Self-reported school performance | ||||
| 13.4 | 13.3 | 11.3 | 9.5 | |
| 23.3 | 26.0 | 24.7 | 21.2 | |
| 26.1 | 26.9 | 25.3 | 24.7 | |
| 24.3 | 23.3 | 26.1 | 27.5 | |
| 12.9 | 10.4 | 12.6 | 17.1 | |
| Body image stress | 9.1 | 9.9 | 14.1 | 17.7 |
| Health status | ||||
| Excellent | 10.8 | 17.3 | 17.7 | 13.9 |
| Good | 35.9 | 46.6 | 45.4 | 42.1 |
| Fair | 36.0 | 28.1 | 28.3 | 31.6 |
| Poor | 15.8 | 7.6 | 8.1 | 11.2 |
| Very poor | 1.6 | 0.5 | 0.5 | 1.2 |
| Father's education | ||||
| College or more | 39.7 | 42.9 | 40.3 | 34.9 |
| High school | 39.1 | 38.4 | 39.9 | 42.3 |
| Middle school | 7.1 | 6.9 | 7.5 | 9.6 |
| Don't know | 14.1 | 11.8 | 12.3 | 13.2 |
| Mother's education | ||||
| College or more | 27.1 | 29.2 | 27.0 | 24.0 |
| High school | 49.6 | 50.3 | 51.3 | 50.4 |
| Middle school | 8.7 | 8.1 | 8.9 | 11.7 |
| Don't know | 14.6 | 12.4 | 12.9 | 13.9 |
| Household economic status | ||||
| High | 6.4 | 6.9 | 7.3 | 6.0 |
| Middle | 87.8 | 88.1 | 86.6 | 85.7 |
| Low | 5.9 | 5.0 | 6.1 | 8.3 |
| Number of cars at home | ||||
| 0 | 19.3 | 16.8 | 17.9 | 19.7 |
| 1 | 58.7 | 58.0 | 56.7 | 56.0 |
| 2 or more | 22.0 | 25.1 | 25.4 | 24.4 |
| No bedroom for the student | 25.5 | 23.2 | 23.7 | 24.2 |
| Number of computers at home | ||||
| 0 | 4.4 | 3.6 | 3.6 | 4.2 |
| 1 | 62.4 | 62.5 | 61.9 | 62.7 |
| 2 | 26.4 | 26.8 | 27.6 | 26.4 |
| 3 or more | 6.9 | 7.1 | 7.0 | 6.7 |
| Residence area | ||||
| Metropolitan | 50.2 | 51.5 | 53.3 | 53.8 |
| Rural | 7.6 | 7.2 | 7.2 | 7.7 |
| Mid-sized town | 42.2 | 41.3 | 39.6 | 38.5 |
Notes: All numbers are in percent. Sampling weights are applied.
Predicted probabilities for self-reported school performance categories by weight status.
| Sample by gender and school type | Mean of predicted probabilities (%) for each category of self-reported school performance by weight status (95% Confidence Interval) | ||||
|---|---|---|---|---|---|
| Underweight | Normal weight | Overweight | Obesity | ||
| Middle school | |||||
| ( | 13.9 (13.0, 14.8) | 15.1 (14.7, 15.5) | 13.1 (12.4, 13.9) | 11.4 (10.4, 12.3) | |
| 24.4 (23.7, 25.1) | 25.2 (24.8, 25.6) | 23.8 (23.2, 24.5) | 22.4 (21.4, 23.3) | ||
| 26.5 (26.1, 27.0) | 26.4 (26.0, 26.9) | 26.6 (26.1, 27.0) | 26.5 (26.1, 26.9) | ||
| 23.1 (22.3, 23.9) | 22.2 (21.8, 22.6) | 23.7 (23.0, 24.4) | 25.1 (24.2, 26.0) | ||
| 12.1 (11.3, 12.9) | 11.1 (10.8, 11.4) | 12.8 (12.1, 13.5) | 14.7 (13.6, 15.8) | ||
| General high school | |||||
| ( | 10.7 (9.7, 11.8) | 12.1 (11.7, 12.5) | 11.8 (11.0, 12.7) | 8.8 (7.8, 9.8) | |
| 24.4 (23.3, 25.6) | 25.7 (25.2, 26.3) | 25.5 (24.6, 26.4) | 22.3 (21.1, 23.5) | ||
| 27.8 (27.3, 28.4) | 27.8 (27.3, 28.4) | 27.8 (27.3, 28.4) | 27.6 (27.0, 28.2) | ||
| 25.0 (23.8, 26.1) | 23.7 (23.2, 24.2) | 23.9 (23.0, 24.8) | 26.8 (25.8, 27.9) | ||
| 12.0 (10.9, 13.2) | 10.7 (10.3, 11.1) | 10.9 (10.1, 11.7) | 14.4 (13.0, 15.8) | ||
| Vocational high school | |||||
| ( | 12.3 (10.8, 13.7) | 12.0 (11.3, 12.7) | 11.9 (10.5, 13.2) | 10.5 (9.0, 12.0) | |
| 23.6 (22.2, 25.0) | 23.4 (22.6, 24.3) | 23.3 (22.0, 24.6) | 22.1 (20.4, 23.7) | ||
| 25.5 (24.7, 26.3) | 25.5 (24.6, 26.3) | 25.5 (24.6, 26.3) | 25.3 (24.4, 26.2) | ||
| 25.1 (23.7, 26.4) | 25.3 (24.4, 26.1) | 25.4 (24.2, 26.7) | 26.5 (25.0, 28.0) | ||
| 13.5 (12.0, 15.1) | 13.8 (13.1, 14.5) | 14.0 (12.6, 15.4) | 15.6 (13.6, 17.6) | ||
| Underweight | Normal weight | Overweight | Obesity | ||
| Middle school | |||||
| ( | 13.9 (13.0, 14.9) | 14.5 (14.1, 14.8) | 11.7 (10.9, 12.4) | 8.8 (7.9, 9.8) | |
| 25.9 (25.1, 26.8) | 26.3 (25.8, 26.8) | 24.1 (23.4, 24.8) | 21.2 (20.1, 22.3) | ||
| 26.2 (25.8, 26.7) | 26.2 (25.7, 26.6) | 26.3 (25.9, 26.8) | 26.0 (25.4, 26.5) | ||
| 23.4 (22.5, 24.3) | 23.0 (22.5, 23.4) | 25.3 (24.6, 26.1) | 27.9 (27.0, 28.9) | ||
| 10.5 (9.7, 11.3) | 10.1 (9.8, 10.4) | 12.5 (11.8, 13.3) | 16.0 (14.7, 17.4) | ||
| General high school | |||||
| ( | 10.0 (9.1, 10.8) | 10.1 (9.7, 10.5) | 8.7 (7.9, 9.6) | 7.3 (6.2, 8.4) | |
| 26.4 (25.3, 27.5) | 26.6 (26.0, 27.2) | 24.9 (23.8, 26.0) | 22.9 (21.3, 24.6) | ||
| 29.4 (28.8, 30.0) | 29.4 (28.8, 30.0) | 29.4 (28.8, 30.0) | 29.1 (28.5, 29.8) | ||
| 25.0 (24.0, 26.1) | 24.8 (24.3, 25.4) | 26.5 (25.4, 27.6) | 28.3 (26.8, 29.9) | ||
| 12.2 (10.6, 10.6) | 9.0 (8.6, 9.4) | 10.5 (9.5, 11.4) | 12.3 (10.7, 13.9) | ||
| Vocational high school | |||||
| ( | 10.0 (8.7, 11.4) | 10.4 (9.8, 11.0) | 10.0 (8.7, 11.4) | 9.4 (7.9, 10.9) | |
| 23.7 (22.2, 25.2) | 24.1 (23.2, 24.9) | 23.7 (22.2, 25.2) | 23.0 (21.2, 24.8) | ||
| 27.3 (26.4, 28.2) | 27.3 (26.4, 28.2) | 27.3 (26.4, 28.2) | 27.2 (26.3, 28.1) | ||
| 26.8 (25.3, 28.4) | 26.5 (25.6, 27.4) | 26.8 (25.3, 28.3) | 27.5 (25.7, 29.2) | ||
| 12.2 (10.6, 13.7) | 11.8 (11.1, 12.4) | 12.2 (10.7, 13.6) | 12.9 (11.0, 14.8) | ||
Notes: Predicted probabilities (in %) were obtained from ordered probit models controlling for body image stress, self-reported health status, father's and mother's education, household economic status, number of cars at home, having no bedroom for the student, number of computers at home, residence area type, school level, and survey year. Confidence Intervals are based on bootstrapped standard errors obtained from 1 000 replications.
Ordered probit regression analysis of self-reported school performance†.
| Variables | Male | Female | ||||
|---|---|---|---|---|---|---|
| Middle school | General high | Vocational high | Middle school | General high | Vocational high | |
| Weight status (ref.: Normal weight) | ||||||
| Obesity | −0.21** | −0.21** | −0.09* | −0.33** | −0.20** | −0.07 |
| Overweight | −0.10** | −0.02 | −0.02 | −0.15** | −0.10** | −0.02 |
| Underweight | −0.07** | −0.09** | −0.01 | −0.02 | −0.01 | −0.03 |
| Weight status (ref.: Normal weight) | ||||||
| Obesity | −0.21** | −0.20** | −0.09* | −0.31** | −0.18** | −0.06 |
| Overweight | −0.10** | −0.02 | −0.01 | −0.14** | −0.09** | −0.02 |
| Underweight | −0.07** | −0.09** | −0.01 | −0.03 | −0.01 | −0.03 |
| Body image stress | 0.01 | −0.09** | −0.06* | −0.10** | −0.21** | −0.08** |
| Weight status (ref.: Normal weight) | ||||||
| Obesity | −0.19** | −0.20** | −0.08 | −0.33** | −0.20** | −0.07 |
| Overweight | −0.10** | −0.02 | −0.01 | −0.15** | −0.10** | −0.03 |
| Underweight | −0.06* | −0.08* | 0.01 | −0.01 | −0.01 | −0.02 |
| Health status (ref.: Excellent) | ||||||
| Good | 0.04** | 0.01 | −0.02 | 0.04* | 0.09** | 0.03 |
| Fair | −0.05** | −0.04* | −0.11** | −0.01 | 0.04 | 0.01 |
| Poor | −0.06* | −0.04 | −0.18** | −0.01 | 0.06 | −0.04 |
| Very poor | −0.13 | −0.23* | −0.37* | −0.52** | −0.26* | −0.18 |
| Weight status (ref.: Normal weight) | ||||||
| Obesity | −0.20** | −0.19** | −0.08 | −0.31** | −0.18** | −0.06 |
| Overweight | −0.10** | −0.02 | −0.01 | −0.14** | −0.09** | −0.02 |
| Underweight | −0.06* | −0.08* | 0.01 | −0.02 | −0.01 | −0.02 |
| Body image stress | 0.02 | −0.09** | −0.06* | −0.10** | −0.21** | −0.08** |
| Health status (ref.: Excellent) | ||||||
| Good | 0.04** | 0.01 | −0.02 | 0.04* | 0.09** | 0.03 |
| Fair | −0.05** | −0.04* | −0.11** | −0.02 | 0.04 | 0.01 |
| Poor | −0.06* | −0.04 | −0.17** | −0.01 | 0.05 | −0.05 |
| Very poor | −0.14 | −0.23* | −0.37* | −0.52** | −0.27* | −0.18 |
Notes: †Values for the dependent variable increase with better self-reported school performance: from Low, Mid-low, Middle, Mid-high to High. Coefficients are shown. **P < 0.01, *P < 0.05. Panel D full model results are estimates from Table 2. Covariates include father's and mother's education, household economic status, number of cars at home, having no bedroom for the student, number of computers at home, residence area type, school level, and survey year.
Marginal probabilities (in percentage points) of being enrolled in vocational high school (versus general high school) among first-year high school students.
| Variables | Male | Female |
|---|---|---|
| Weight status (ref.: Normal weight) | ||
| Obesity | 8.7 (3.6, 13.7) | 12.5 (6.6, 18.5) |
| Overweight | 3.3 (0.1, 6.5) | 2.5 (−0.9, 5.9) |
| Underweight | 6.1 (1.6, 10.6) | 1.5 (−2.4, 5.4) |
| Weight status (ref.: Normal weight) | ||
| Obesity | 8.3 (3.2, 13.3) | 10.5 (4.5, 16.6) |
| Overweight | 3.1 (−0.1, 6.3) | 1.6 (−1.7, 5.0) |
| Underweight | 6.1 (1.6, 10.6) | 1.8 (−2.1, 5.7) |
| Body image stress | 8.4 (5.3, 11.6) | 10.5 (7.4, 13.6) |
| Weight status (ref.: Normal weight) | ||
| Obesity | 9.0 (3.9, 14.0) | 12.6 (6.6, 18.6) |
| Overweight | 3.3 (0.1, 6.5) | 2.5 (−0.8, 5.9) |
| Underweight | 3.3 (0.1, 6.5) | 2.5 (−0.8, 5.9) |
| Health status (ref.: Excellent) | ||
| Good | −1.3 (−4.0, 1.5) | −3.0 (−6.3, 0.2) |
| Fair | −2.1 (−5.2, 1.1) | −2.4 (−5.7, 1.0) |
| Poor | −1.7 (−5.8, 2.4) | −2.9 (−7.2, 1.5) |
| Very poor | −15.7 (−22.7, −8.6) | 2.8 (−11.7, 17.2) |
| Weight status (ref.: Normal weight) | ||
| Obesity | 8.6 (3.6, 13.6) | 10.6 (4.5, 16.6) |
| Overweight | 3.1 (−0.1, 6.3) | 1.7 (−1.6, 5.0) |
| Underweight | 6.8 (2.2, 11.3) | 1.8 (−2.1, 5.8) |
| Body image stress | 8.4 (5.2, 11.5) | 10.5 (7.4, 13.5) |
| Health status (ref.: Excellent) | ||
| Good | −1.1 (−3.9, 1.6) | −2.8 (−6.0, 0.5) |
| Fair | −1.9 (−5.0, 1.2) | −2.1 (−5.4, 1.1) |
| Poor | −1.6 (−5.7, 2.4) | −2.5 (−6.8, 1.8) |
| Very poor | −15.3 (−22.3, −8.2) | 3.7 (−10.8, 18.3) |
Notes: Covariates include father's and mother's education, household economic status, number of cars at home, having no bedroom for the student, number of computers at home, residence area type, and survey year.