| Literature DB >> 31898504 |
Jianyong Wang1, Gui-Shuang Ying2, Xiaojin Fu3, Ronghua Zhang4, Jia Meng4, Fang Gu4, Juanjuan Li4.
Abstract
BACKGROUND: Prevention of myopia has become a public health priority in China. This study is to investigate the prevalence of myopia and vision impairment, and their associated factors in school students in eastern China.Entities:
Keywords: Myopia; School students; Vision impairment
Mesh:
Year: 2020 PMID: 31898504 PMCID: PMC6941318 DOI: 10.1186/s12886-019-1281-0
Source DB: PubMed Journal: BMC Ophthalmol ISSN: 1471-2415 Impact factor: 2.209
Characteristics of Study Participants (N = 4801)
| Demographics | |
| Age in Years | n (%) |
| 5 | 1 (0.02%) |
| 6 | 292 (6.1%) |
| 7 | 345 (7.2%) |
| 8 | 359 (7.5%) |
| 9 | 369 (7.7%) |
| 10 | 360 (7.5%) |
| 11 | 385 (8.0%) |
| 12 | 353 (7.3%) |
| 13 | 374 (7.8%) |
| 14 | 365 (7.6%) |
| 15 | 371 (7.7%) |
| 16 | 361 (7.5%) |
| 17 | 370 (7.7%) |
| 18 | 370 (7.7%) |
| 19 | 121 (2.5%) |
| 20 | 5 (0.1%) |
| Mean (SD) | 12.3 (3.8) |
| Gender | |
| Male | 2647 (55.1%) |
| Female | 2154 (44.9%) |
| Grade | |
| Kindergarten | 381 (7.9%) |
| Grade 1 | 331 (6.9%) |
| Grade 2 | 366 (7.6%) |
| Grade 3 | 371 (7.7%) |
| Grade 4 | 367 (7.6%) |
| Grade 5 | 376 (7.8%) |
| Grade 6 | 368 (7.7%) |
| Grade 7 | 376 (7.8%) |
| Grade 8 | 360 (7.5%) |
| Grade 9 | 346 (7.2%) |
| Grade 10 | 383 (8.0%) |
| Grade 11 | 373 (7.8%) |
| Grade 12 | 403 (8.4%) |
| School location | |
| Urban | 2691 (56.1%) |
| Rural | 2110 (43.9%) |
| School workload | |
| Low | 303 (6.3%) |
| Moderate | 3841 (80.0%) |
| High | 657 (13.7%) |
| Spherical equivalent of more myopic eye | |
| < −6.0 D | 454 (9.5%) |
| -6.0 to <−0.5 | 3264 (68.0%) |
| -0.5 to 0.5 D | 973 (20.3%) |
| > 0.5 D | 110 (2.3%) |
| Uncorrected visual acuity in worse eye in vision | |
| Worse than 20/200 | 50 (1.0%) |
| 20/200 | 314 (6.5%) |
| 20/166 | 300 (6.3%) |
| 20/133 | 400 (8.3%) |
| 20/100 | 325 (6.8%) |
| 20/80 | 351 (7.3%) |
| 20/66 | 301 (6.3%) |
| 20/50 | 290 (6.0%) |
| 20/40 | 313 (6.5%) |
| 20/33 | 180 (3.8%) |
| 20/25 | 454 (9.5%) |
| 20/20 | 1082 (22.5%) |
| 20/16 | 328 (6.8%) |
| 20/13 | 103 (2.1%) |
| 20/10 | 10 (0.2%) |
| Wearing glasses | |
| No | 2766 (57.6%) |
| Yes | 2034 (42.4%) |
| Myopia: Spherical equivalent < −0.5D and visual acuity < 20/25 or worse | 3030 (63.1%) |
| High myopia: Spherical equivalent < −6.0D and visual acuity 20/25 or worse | 452 (9.4%) |
The distribution of uncorrected visual acuity among myopia or high myopia yet not wear glasses
| Myopia yet not wearing glasses ( | High myopia yet not wearing glasses ( | |
|---|---|---|
| Uncorrected visual acuity in worse eye | n (%) | n (%) |
| < 20/200 | 2 (0.2%) | 1 (7.1%) |
| 20/200 | 13 (1.3%) | 1 (7.1%) |
| 20/166 | 16 (1.5%) | 3 (21.4%) |
| 20/133 | 42 (4.0%) | 1 (7.1%) |
| 20/100 | 39 (3.7%) | 1 (7.1%) |
| 20/80 | 74 (7.1%) | 0 (0%) |
| 20/66 | 109 (10.5%) | 1 (7.1%) |
| 20/50 | 140 (13.4%) | 2 (14.3%) |
| 20/40 | 207 (19.9%) | 1 (7.1%) |
| 20/33 | 124 (11.9%) | 1 (7.1%) |
| 20/25 | 275 (26.5%) | 2 (14.3%) |
| Total | 1041 (100%) | 14 (100%) |
Refractive error and vision impairment by characteristics of students (N = 4801)
| Demographics | N | Mean spherical equivalent (SD) | Myopia (%) | High myopia (%) | Vision impairment (%) |
|---|---|---|---|---|---|
| Age in years | |||||
| ≤ 6 | 293 | −0.23 (1.25) | 35 (12.0%) | 1 (0.3%) | 9 (3.1%) |
| 7 | 345 | − 0.48 (1.29) | 45 (13.0%) | 2 (0.6%) | 23 (6.7%) |
| 8 | 359 | −0.77 (1.24) | 103 (28.7%) | 1 (0.3%) | 67 (18.7%) |
| 9 | 369 | −1.14 (1.55) | 136 (36.9%) | 3 (0.8%) | 89 (24.1%) |
| 10 | 360 | −1.55 (1.39) | 188 (52.2%) | 3 (0.8%) | 138 (38.3%) |
| 11 | 385 | −2.07 (1.74) | 245 (63.6%) | 13 (3.4%) | 193 (50.1%) |
| 12 | 353 | − 2.61 (2.01) | 267 (75.6%) | 23 (6.5%) | 222 (62.9%) |
| 13 | 374 | −2.94 (1.94) | 290 (77.5%) | 22 (5.9%) | 270 (72.2%) |
| 14 | 365 | −3.24 (2.05) | 298 (81.6%) | 38 (10.4%) | 280 (76.7%) |
| 15 | 371 | −3.72 (2.32) | 317 (85.4%) | 57 (15.4%) | 292 (78.7%) |
| 16 | 361 | −4.16 (2.21) | 326 (90.3%) | 69 (19.1%) | 313 (86.7%) |
| 17 | 370 | − 4.44 (2.53) | 332 (89.7%) | 88 (23.8%) | 319 (86.2%) |
| 18 | 370 | −4.53 (2.38) | 343 (92.7%) | 96 (26.0%) | 328 (88.7%) |
| ≥ 19 | 126 | −4.22 (2.92) | 105 (83.3%) | 36 (28.6%) | 101 (80.2%) |
| Gender | |||||
| Male | 2647 | −2.46 (2.47) | 1572 (59.4%) | 245 (9.3%) | 1381 (52.2%) |
| Female | 2154 | −2.66 (2.36) | 1458 (67.7%) | 207 (9.6%) | 1263 (58.6%) |
| Grade | |||||
| Kindergarten | 381 | −0.24 (1.27) | 44 (11.6%) | 2 (0.5%) | 13 (3.4%) |
| Grade 1 | 331 | −0.52 (1.17) | 49 (14.8%) | 1 (0.3%) | 22 (6.7%) |
| Grade 2 | 366 | −0.83 (1.28) | 117 (32.0%) | 1 (0.3%) | 78 (21.3%) |
| Grade 3 | 371 | −1.22 (1.55) | 143 (38.4%) | 3 (0.8%) | 97 (26.2%) |
| Grade 4 | 367 | −1.66 (1.43) | 202 (55.0%) | 5 (1.4%) | 149 (40.6%) |
| Grade 5 | 376 | −2.32 (1.85) | 259 (68.9%) | 16 (4.3%) | 214 (56.9%) |
| Grade 6 | 368 | −2.62 (1.96) | 278 (75.5%) | 21 (5.7%) | 238 (64.7%) |
| Grade 7 | 376 | −2.97 (1.95) | 296 (78.7%) | 26 (6.9%) | 273 (72.6%) |
| Grade 8 | 360 | −3.37 (2.18) | 291 (80.8%) | 45 (12.5%) | 271 (75.3%) |
| Grade 9 | 346 | −3.79 (2.24) | 304 (87.9%) | 50 (14.5%) | 286 (82.7%) |
| Grade 10 | 383 | −4.29 (2.29) | 344 (89.8%) | 84 (21.9%) | 331 (86.4%) |
| Grade 11 | 373 | −4.50 (2.54) | 341 (91.4%) | 93 (24.9%) | 326 (87.4%) |
| Grade 12 | 403 | −4.45 (2.52) | 362 (89.8%) | 105 (26.1%) | 346 (85.9%) |
| School location | |||||
| Urban | 2691 | − 2.83 (2.49) | 1797 (66.7%) | 304 (11.3%) | 1580 (58.7%) |
| Rural | 2110 | −2.18 (2.28) | 1233 (58.4%) | 148 (7.0%) | 1064 (50.4%) |
| School workload | |||||
| Low | 303 | −3.71 (2.21) | 260 (85.8%) | 45 (14.9%) | 247 (81.5%) |
| Moderate | 3841 | −2.36 (2.37) | 2310 (60.1%) | 317 (8.3%) | 1981 (51.6%) |
| High | 657 | −3.09 (2.58) | 460 (70.0%) | 90 (13.7%) | 416 (63.3%) |
Fig. 1The prevalence rate of myopia, high myopia and vision impairment from kindergarten (grade 0) to grade 12. The figure shows the non-linear increase of myopia and vision impairment with increasing grade following the similar pattern
Multivariate analyses for the factors associated with spherical equivalent (N = 4804)
| Demographics | N | Mean Spherical equivalent in diopter (SE) | |
|---|---|---|---|
| Grade | < 0.0001 | ||
| Kindergarten | 381 | 0.03 (0.11) | |
| Grade 1 | 331 | −0.23 (0.12) | |
| Grade 2 | 366 | −0.54 (0.11) | |
| Grade 3 | 371 | − 0.94 (0.11) | |
| Grade 4 | 367 | −1.39 (0.12) | |
| Grade 5 | 376 | −2.00 (0.11) | |
| Grade 6 | 368 | − 2.32 (0.11) | |
| Grade 7 | 376 | −2.71 (0.12) | |
| Grade 8 | 360 | −3.11 (0.12) | |
| Grade 9 | 346 | −3.52 (0.12) | |
| Grade 10 | 383 | −4.24 (0.10) | |
| Grade 11 | 373 | −4.41 (0.10) | |
| Grade 12 | 403 | −4.31 (0.10) | |
| Gender | 0.02 | ||
| Male | 2647 | −2.22 (0.06) | |
| Female | 2154 | −2.35 (0.06) | |
| School location | 0.004 | ||
| Urban | 2691 | −2.37 (0.05) | |
| Rural | 2110 | −2.19 (0.07) | |
| School workload | < 0.0001 | ||
| Low | 303 | −1.58 (0.13) | |
| Moderate | 3841 | −2.56 (0.03) | |
| High | 657 | −2.71 (0.09) |
Note: R2 = 0.378 from all these risk factors for predicting refractive error, which is higher than the R2 = 0.372 multivariate model using age instead of grade
Multivariate analyses for the factors associated with myopia and high myopia (N = 4804)
| Myopia | High Myopia | |||
|---|---|---|---|---|
| Demographics | Odds ratio (95% CI) | Odds ratio (95% CI) | ||
| Grade | < 0.0001 | < 0.0001 | ||
| Kindergarten | Reference | Reference | ||
| Grade 1 | 1.28 (0.83, 1.99) | 0.57 (0.05, 6.34) | ||
| Grade 2 | 3.43 (2.32, 5.06) | 0.52 (0.05, 5.76) | ||
| Grade 3 | 4.71 (3.22, 6.89) | 1.55 (0.26, 9.33) | ||
| Grade 4 | 9.42 (6.46, 13.7) | 2.62 (0.51, 13.6) | ||
| Grade 5 | 15.9 (10.8, 23.4) | 8.40 (1.91, 36.9) | ||
| Grade 6 | 23.2 (15.6, 34.5) | 11.5 (2.67, 49.4) | ||
| Grade 7 | 29.0 (19.4, 43.4) | 14.1 (3.32, 59.7) | ||
| Grade 8 | 33.1 (22.0, 50.1) | 27.1 (6.52, 113) | ||
| Grade 9 | 56.7 (36.1, 89.1) | 32.1 (7.74, 133) | ||
| Grade 10 | 80.1 (48.9, 131) | 63.5 (15.4, 262) | ||
| Grade 11 | 93.7 (56.2, 156) | 73.2 (17.8, 301) | ||
| Grade 12 | 78.4 (48.8, 126) | 74.4 (18.1, 305) | ||
| Gender | < 0.0001 | 0.76 | ||
| Male | Reference | Reference | ||
| Female | 1.54 (1.33, 1.79) | 1.03 (0.84, 1.27) | ||
| School location | 0.63 | 0.26 | ||
| Urban | 1.04 (0.89, 1.22) | 1.15 (0.90, 1.47) | ||
| Rural | Reference | Reference | ||
| School workload | 0.0007 | < 0.0001 | ||
| Low | Reference | Reference | ||
| Moderate | 1.88 (1.23, 2.86) | 2.27 (1.55, 3.32) | ||
| High | 2.36 (1.52, 3.66) | 2.28 (1.52, 3.41) | ||
Note: AUC = 0.833 from all these risk factors for predicting myopia, which is slightly higher than the AUC (0.832) from the multivariate using age instead of grade
AUC = 0.810 from all these risk factors for predicting myopia, which is higher than the AUC (0.809) from the multivariate using age instead of grade
Multivariate analyses for the factors associated with vision impairment (N = 4804)
| Demographics | Odds ratio (95% CI) | |
|---|---|---|
| Grade | < 0.0001 | |
| Kindergarten | Reference | |
| Grade 1 | 1.89 (0.94, 3.83) | |
| Grade 2 | 7.01 (3.81, 12.9) | |
| Grade 3 | 9.60 (5.26, 17.5) | |
| Grade 4 | 19.4 (10.8, 35.1) | |
| Grade 5 | 33.6 (18.6, 60.7) | |
| Grade 6 | 48.4 (26.7, 87.9) | |
| Grade 7 | 76.4 (42.0, 139) | |
| Grade 8 | 88.1 (48.2, 161) | |
| Grade 9 | 137 (73.9, 255) | |
| Grade 10 | 199 (104, 379) | |
| Grade 11 | 211 (110, 403) | |
| Grade 12 | 187 (99, 351) | |
| Gender | < 0.0001 | |
| Male | Reference | |
| Female | 1.36 (1.18, 1.57) | |
| School location | 0.28 | |
| Urban | 0.92 (0.78, 1.08) | |
| Rural | Reference | |
| School workload | < 0.0001 | |
| Low | Reference | |
| Moderate | 1.54 (1.06, 2.24) | |
| High | 2.29 (1.54, 3.41) |
Note: AUC = 0.842 from all these risk factors for predicting vision impairment, which is slightly higher than the AUC (0.840) from the multivariate using age instead of grade