1. Background
2. Objectives
3. Methods
3.1. Study Design and Data Collection
3.2. Evaluation Indices
3.2.1. General Characteristics
3.2.2. Eating and Dietary Behaviors
3.2.3. Alcohol and Smoking
3.2.4. Depressive Mood, Suicidal Ideation, and Suicide Attempts
3.3. Statistical Analysis
3.4. Ethics Statement
4. Results
| Characteristic | Total (N = 62276) | Breakfast Skipper (N = 19658) | Steady Eater (N = 42618) | P Value |
|---|---|---|---|---|
| Sex | < 0.001 | |||
| Male | 31624 (52.09) | 9532 (49.75) | 22092 (53.17) | |
| Female | 30652 (47.91) | 10126 (50.25) | 20526 (46.83) | |
| Age, y | 15.13 ± 0.02 | 15.18 ± 0.03 | 15.12 ± 0.03 | 0.002 |
| Grade | < 0.001 | |||
| Middle school 1st grade | 10189 (14.83) | 3028 (13.74) | 7161 (15.33) | |
| Middle school 2nd grade | 10377 (15.38) | 3190 (14.96) | 7187 (15.57) | |
| Middle school 3rd grade | 10319 (15.06) | 3418 (15.73) | 6901 (14.76) | |
| High school 1st grade | 10165 (17.12) | 3078 (16.60) | 7087 (17.35) | |
| High school 2nd grade | 10800 (18.99) | 3624 (20.22) | 7176 (18.43) | |
| High school 3rd grade | 10426 (18.62) | 3320 (18.74) | 7106 (18.57) | |
| Height, cm | 165.58 ± 0.18 | 165.43 ± 0.18 | 165.65 ± 0.18 | 0.028 |
| Weight, kg | 58.59 ± 0.19 | 58.71 ± 0.21 | 58.54 ± 0.20 | 0.198 |
| Body mass index | 21.24 ± 0.03 | 21.32 ± 0.04 | 21.20 ± 0.03 | < 0.001 |
| Academic performance | < 0.001 | |||
| Low | 6124 (9.95) | 2694 (13.81) | 3430 (8.18) | |
| Middle-low | 13818 (22.17) | 5171 (26.28) | 8647 (20.27) | |
| Middle | 17810 (28.71) | 5597 (28.55) | 12213 (28.79) | |
| High-middle | 15996 (25.57) | 4175 (21.09) | 11821 (27.63) | |
| High | 8528 (13.60) | 2021 (10.27) | 6507 (15.13) | |
| Educational status of father | < 0.001 | |||
| Middle school | 1186 (2.29) | 447 (2.93) | 739 (2.01) | |
| High school | 15908 (31.74) | 5490 (36.96) | 10418 (29.52) | |
| College | 31535 (65.97) | 8579 (60.10) | 22956 (68.47) | |
| Educational status of mother | < 0.001 | |||
| Middle school | 1009 (1.91) | 377 (2.40) | 632 (1.71) | |
| High school | 19427 (38.85) | 6649 (44.57) | 12778 (36.41) | |
| College | 29005 (59.23) | 7754 (53.03) | 21251 (61.89) | |
| Economic status | < 0.001 | |||
| Low | 1593 (2.55) | 674 (3.43) | 919 (2.15) | |
| Middle-low | 7299 (11.50) | 2628 (13.32) | 4671 (10.66) | |
| Middle | 28582 (45.57) | 9256 (46.72) | 19326 (45.05) | |
| High-middle | 18089 (29.40) | 5121 (26.28) | 12968 (30.84) | |
| High | 6713 (10.98) | 1979 (10.25) | 4734 (11.31) |
aValue are expressed as No. (%) or mean ± SE.
bThe chi-squared test was used for categorical variables and Independent t-test was used for continuous variables.
| Breakfast Skipper (N = 19658) | Steady Eater (N = 42618) | P Value | |
|---|---|---|---|
| Fruit intake | 16608 (84.40) | 39424 (92.57) | < 0.001 |
| Carbonated drinks | 16019 (81.54) | 33215 (78.05) | < 0.001 |
| High-caffeinated drinks | 5081 (26.03) | 9760 (22.93) | < 0.001 |
| Sweet drink | 17181 (87.48) | 37285 (87.43) | 0.879 |
| Fastfood | 15872 (81.35) | 33758 (79.81) | < 0.001 |
| Instant noodles | 15538 (78.70) | 32902 (77.22) | < 0.001 |
| Snacks | 16172 (81.85) | 35886 (83.99) | < 0.001 |
| Convenience store food | 13863 (70.69) | 26541 (62.81) | < 0.001 |
| Physical for more than 60 minutes | 11884 (60.29) | 27995 (62.22) | < 0.001 |
| Vigorous physical | 14428 (72.99) | 33083 (77.04) | < 0.001 |
| Muscular exercise | 9722 (49.11) | 22604 (52.47) | < 0.001 |
| Walking exercise | 18481 (94.25) | 40664 (95.58) | < 0.001 |
| Body mass index | < 0.001 | ||
| ≥ 30 | 342 (1.87) | 670 (1.65) | |
| 25 – 30 | 2345 (12.23) | 5001 (12.19) | |
| 20 – 25 | 8752 (46.57) | 18450 (44.96) | |
| < 20 | 7545 (39.32) | 17287 (41.20) | |
| Weight control status | 10323 (52.09) | 22474 (52.07) | 0.972 |
| Weight control method | |||
| Regular exercise | 7292 (70.43) | 16507 (72.87) | < 0.001 |
| Fast for more than 24 hours | 1524 (1461) | 1566 (6.79) | < 0.001 |
| Reduction in food intake | 7248 (69.99) | 14573 (64.99) | < 0.001 |
| Weight reduction drug (with a doctor’s prescription) | 238 (2.26) | 382 (1.72) | 0.003 |
| Weight reduction drug (without a doctor’s prescription) | 359 (3.45) | 522 (2.28) | < 0.001 |
| Laxative or diuretic | 254 (2.53) | 390 (1.70) | < 0.001 |
| Vomiting after meals | 403 (3.83) | 560 (2.47) | < 0.001 |
| One food diet | 1017 (9.66) | 1404 (6.07) | < 0.001 |
| Chinese medicine | 587 (5.83) | 1319 (5.79) | 0.901 |
| Diet foods | 987 (9.43) | 1730 (7.73) | < 0.001 |
| Stress | < 0.001 | ||
| Very high | 2553 (12.83) | 3955 (9.14) | |
| High | 5553 (28.22) | 11198 (26.27) | |
| Middle | 7917 (40.64) | 18354 (43.49) | |
| Low | 2887 (14.54) | 7342 (17.02) | |
| Very low | 748 (3.77) | 1769 (4.08) | |
| Depressive mood | 5626 (28.68) | 9986 (23.45) | < 0.001 |
| Suicidal ideation | 2754 (13.83) | 4830 (11.30) | < 0.001 |
| Suicide plan | 943 (4.71) | 1538 (3.57) | < 0.001 |
| Suicidal attempt | 654 (3.26) | 980 (2.27) | < 0.001 |
| Clinical therapy after suicidal attempt | 109 (17.51) | 171 (18.19) | 0.754 |
| Experience of drinking | 8634 (44.94) | 15783 (37.99) | < 0.001 |
| Current drinking | 3611 (42.51) | 5986 (38.61) | < 0.001 |
| Experience of smoking | 3139 (16.61) | 5011 (12.43) | < 0.001 |
| Current smoking | 1570 (50.38) | 2199 (44.16) | < 0.001 |
| Drug exposure experience | 248 (1.30) | 408 (1.02) | 0.011 |
| Current drug | 0.039 | ||
| Current | 101 (38.94) | 206 (50.26) | |
| Past | 72 (29.58) | 102 (25.10) | |
| Never | 75 (31.49) | 100 (24.64) |
aValue are expressed as No. (%).
bThe chi-squared test was used for categorical variables and Independent t-test was used for continuous variables.
| Depressive Mood, OR (95% CI) | P Value | Suicidal Attempts, OR (95% CI) | P Value | |
|---|---|---|---|---|
| Fruit intake (ref: never) | 1.17 (0.93 - 1.33) | 0.319 | 1.13 (0.72 - 2.29) | 0.401 |
| Carbonated drinks (ref: never) | 1.08 (0.95 - 1.23) | 0.220 | 0.92 (0.68 - 1.24) | 0.567 |
| High-caffeinated drinks (ref: never) | 1.66 (1.50 - 1.85) | < 0.001 | 1.50 (1.13 - 1.98) | 0.005 |
| Fastfood (ref: never) | 1.22 (1.08 - 1.38) | 0.001 | 0.92 (0.68 - 1.23) | 0.564 |
| Instant noodles (ref: never) | 1.10 (0.98 - 1.24) | 0.109 | 0.97 (0.70 - 1.35) | 0.857 |
| Snacks (ref: never) | 1.045 (0.92 - 1.19) | 0.478 | 0.70 (0.51 - 0.97) | 0.032 |
| Convenience store food (ref: never) | 1.64 (1.47 - 1.83) | < 0.001 | 1.66 (1.22 - 2.25) | 0.001 |
| Physical for more than 60 minutes (ref: never) | 1.29 (0.73- 1.43) | 0.071 | 1.60 (0.92 - 2.12) | 0.067 |
| Vigorous physical (ref: never) | 1.11 (0.99 - 1.24) | 0.069 | 1.20 (0.90 - 1.59) | 0.211 |
| Muscular exercise (ref: never) | 1.18 (0.96 - 1.31) | 0.212 | 1.35 (0.92 - 1.77) | 0.333 |
| Walking exercise (ref: never) | 1.03 (0.84 - 1.25) | 0.792 | 0.63 (0.40 - 1.01) | 0.056 |
| Stress (ref: very low) | 2.82 (2.63 - 3.01) | < 0.001 | 3.21 (2.70 - 3.82) | < 0.001 |
| Experience of drinking (ref: never) | 1.77 (1.59 - 1.98) | < 0.001 | 2.45 (1.87 - 3.21) | < 0.001 |
| Current drinking (ref: never) | 1.45 (1.26 - 1.68) | < 0.001 | 2.40 (1.70 - 3.38) | < 0.001 |
| Experience of smoking (ref: never) | 1.80 (1.55 - 2.09) | < 0.001 | 3.23 (2.28 - 4.58) | < 0.001 |
| Current smoking (ref: never) | 1.45 (1.13 - 1.87) | 0.004 | 2.09 (1.22 - 3.56) | 0.007 |
| Drug exposure experience (ref: never) | 3.33 (1.94 - 5.71) | < 0.001 | 5.39 (2.15 - 13.48) | < 0.001 |
Abbreviations: CI, confidence intervals; OR, odds ratio.
aLogistic regression analysis to identify the relationships between breakfast skipping and prevalence of suicidal attempts was used after adjusting sex, age, body mass index, academic performance, educational status of father, educational status of mother, economic status.
| Characteristic | Total (N = 33879) | Never Eater (N = 10946) | Daily Routine Eater (N = 22933) | P Value |
|---|---|---|---|---|
| Sex | < 0.001 | |||
| Male | 18322 (55.42) | 5641 (52.78) | 12691 (56.68) | |
| Female | 15547 (44.58) | 5305 (47.22) | 10242 (43.32) | |
| Age | 15.05 ± 0.03 | 15.14 ± 0.03 | 15.01 ± 0.03 | < 0.001 |
| Grade | < 0.001 | |||
| Middle school 1st grade | 5942 (16.01) | 1736 (14.22) | 4206 (16.86) | |
| Middle school 2nd grade | 5910 (16.05) | 1838 (15.42) | 4072 (16.35) | |
| Middle school 3rd grade | 5678 (15.33) | 1932 (16.05) | 3746 (14.99) | |
| High school 1st grade | 5471 (17.01) | 1706 (16.57) | 3765 (17.21) | |
| High school 2nd grade | 5601 (18.20) | 1992 (20.08) | 3609 (17.30) | |
| High school 3rd grade | 5277 (17.40) | 1742 (17.66) | 3535 (17.29) | |
| Height | 165.73 ± 0.18 | 165.58 ± 0.20 | 165.81 ± 0.19 | 0.081 |
| Weight | 58.54 ± 0.21 | 58.87 ± 0.23 | 58.38 ± 0.22 | 0.005 |
| Body mass index | 21.17 ± 0.03 | 21.34 ± 0.04 | 21.10 ± 0.04 | < 0.001 |
| Academic performance | < 0.001 | |||
| Low | 3208 (9.59) | 1589 (14.63) | 1619 (7.18) | |
| Middle low | 6911 (20.43) | 2874 (26.37) | 4037 (17.59) | |
| Middle | 9420 (28.02) | 3025 (27.74) | 6395 (28.15) | |
| High-middle | 9035 (26.54) | 2285 (20.75) | 6750 (29.30) | |
| High | 5305 (15.43) | 1173 (10.51) | 4132 (17.78) | |
| Educational status of father | < 0.001 | |||
| Middle school | 589 (2.10) | 231 (2.78) | 358 (1.80) | |
| High school | 8247 (30.05) | 3007 (36.65) | 5240 (27.21) | |
| College | 17833 (67.85) | 4765 (60.58) | 13068 (70.99) | |
| Educational status of mother | < 0.001 | |||
| Middle school | 520 (1.81) | 221 (2.53) | 299 (1.50) | |
| High school | 10139 (37.10) | 3689 (44.74) | 6450 (33.78) | |
| College | 16355 (61.09) | 4235 (52.73) | 12120 (64.72) | |
| Economic status | < 0.001 | |||
| Low | 814 (2.41) | 396 (3.59) | 418 (1.85) | |
| Middle-low | 3601 (10.33) | 1413 (12.78) | 2188 (9.16) | |
| Middle | 15160 (44.43) | 5141 (46.66) | 10019 (43.37) | |
| High-middle | 10220 (30.60) | 2833 (26.13) | 7387 (32.73) | |
| High | 4084 (12.23) | 1163 (10.85) | 2921 (12.90) |
aValue are expressed as No. (%) or mean ± SE.
bThe chi-squared test was used for categorical variables and Independent t-test was used for continuous variables.
| Never Eater (N = 10946) | Daily Routine Eater (N = 22933) | P Value | |
|---|---|---|---|
| Fruit intake | 9018 (82.25) | 21457 (93.58) | < 0.001 |
| Carbonated drinks | 8796 (80.47) | 17126 (74.89) | < 0.001 |
| High-caffeinated drinks | 2721 (25.03) | 4760 (20.78) | < 0.001 |
| Sweet drink | 9375 (85.78) | 19620 (85.55) | 0.608 |
| Fastfood | 8624 (79.41) | 17611 (77.43) | < 0.001 |
| Instant noodles | 8520 (77.36) | 17291 (75.53) | 0.002 |
| Snacks | 8778 (79.67) | 19083 (83.04) | < 0.001 |
| Convenience store food | 7337 (67.35) | 12464 (54.98) | < 0.001 |
| Physical for more than 60 minutes | 6394 (58.21) | 15040 (65.19) | < 0.001 |
| Vigorous physical | 7858 (71.56) | 17953 (77.72) | < 0.001 |
| Muscular exercise | 5305 (48.06) | 12362 (53.38) | < 0.001 |
| Walking exercise | 10192 (93.46) | 21846 (95.45) | < 0.001 |
| Body mass index | < 0.001 | ||
| ≥ 30 | 200 (1.90) | 361 (1.63) | |
| 25 - 30 | 1317 (12.41) | 2608 (11.82) | |
| 20 - 25 | 4875 (46.76) | 9683 (43.81) | |
| < 20 | 4149 (38.93) | 9671 (42.73) | |
| Weight control status | 5608 (50.81) | 11799 (51.06) | 0.717 |
| Weight control method | |||
| Regular exercise | 3927 (69.98) | 8808 (74.01) | < 0.001 |
| Fast for more than 24 hours | 871 (12.24) | 577 (4.78) | < 0.001 |
| Reduction in food intake | 3879 (69.20) | 7158 (61.04) | < 0.001 |
| Weight reduction drug (with a doctor’s prescription) | 126 (2.24) | 172 (1.50) | 0.002 |
| Weight reduction drug (without a doctor’s prescription) | 190 (3.41) | 210 (1.85) | < 0.001 |
| Laxative or Diuretic | 141 (2.60) | 164 (1.46) | < 0.001 |
| Vomiting after meals | 225 (3.97) | 245 (2.13) | < 0.001 |
| One food diet | 535 (9.36) | 539 (4.52) | < 0.001 |
| Chinese medicine | 329 (5.91) | 722 (6.01) | 0.806 |
| Diet foods | 502 (8.80) | 734 (6.40) | < 0.001 |
| Stress | < 0.001 | ||
| Very high | 1461 (13.14) | 1964 (8.36) | |
| High | 3048 (27.79) | 5568 (24.39) | |
| Middle | 4284 (39.60) | 9871 (43.59) | |
| Low | 1667 (15.05) | 4380 (18.77) | |
| Very low | 486 (4.44) | 1150 (4.89) | |
| Depressive mood | 3055 (28.04) | 4784 (20.93) | < 0.001 |
| Suicidal ideation | 1532 (13.89) | 2315 (10.08) | < 0.001 |
| Suicide plan | 538 (4.82) | 754 (3.28) | < 0.001 |
| Suicidal attempt | 389 (3.44) | 464 (2.00) | < 0.001 |
| Clinical therapy after suicidal attempt | 65 (18.28) | 85 (19.42) | 0.696 |
| Experience of drinking | 4775 (44.34) | 7635 (34.33) | < 0.001 |
| Current drinking | 1976 (41.89) | 2717 (36.21) | < 0.001 |
| Experience of smoking | 1764 (16.61) | 2321 (10.78) | < 0.001 |
| Current smoking | 891 (50.90) | 961 (41.22) | < 0.001 |
| Drug exposure experience | 151 (1.42) | 208 (0.95) | 0.001 |
| Current Drug | 0.211 | ||
| Current | 53 (37.28) | 59 (28.23) | |
| Past | 37 (25.04) | 46 (24.22) | |
| Never | 61 (37.68) | 103 (47.55) |
aValue are expressed as No. (%).
bThe chi-squared test was used for categorical variables and Independent t-test was used for continuous variables.