Table 5.
Regression analysis of factors that explain the progression of myopia †.
(1) | (2) | (3) | |
---|---|---|---|
All Children | Primary School | Secondary School | |
Length (years) | 0.02 * | 0.02 ** | 0.01 |
(1.76) | (1.81) | (0.74) | |
Boy | 0.03 | 0.04 * | 0.05 |
(1.22) | (1.75) | (0.67) | |
Growth in Height | 0.01 ** | 0.03 *** | −0.002 |
(cm) | (1.92) | (3.71) | (−0.16) |
BMI | 0.02 ** | 0.02 ** | 0.003 |
(2.28) | (2.00) | (0.17) | |
Weight (kg) | −0.01 *** | −0.01 ** | −0.004 |
(−3.37) | (−2.30) | (−0.91) | |
Space | −0.002 | 0.01 | −0.01 |
(−0.22) | (0.60) | (−0.49) | |
Income ‡ | 0.03 | 0.03 | −0.001 |
(0.76) | (0.94) | (−0.02) | |
Mydratic Use | −0.03 | −0.03 | −0.03 |
(−1.00) | (−0.66) | (−0.47) | |
Private School | −0.03 | −0.04 | 0.01 |
(−0.85) | (−1.14) | (0.11) | |
Eye Care | −0.001 | −0.0001 | −0.001 |
Knowledge | (−0.32) | (−0.07) | (−0.58) |
Genetics | 0.03 * | 0.06 ** | −0.01 |
(1.66) | (1.99) | (−0.22) | |
School Performance | −0.01 | −0.01 | 0.003 |
(−0.87) | (−1.26) | (0.17) | |
Food Supplements | |||
Vitamin | −0.01 | −0.03 | 0.05 |
(−0.12) | (−0.70) | (0.40) | |
Fish oil | 0.01 | 0.04 | −0.02 |
(0.28) | (0.73) | (−0.28) | |
Activity Hours | |||
Cram School | 0.01 * | 0.01 | 0.02 |
(1.62) | (1.47) | (1.37) | |
Electronics | 0.04 ** | 0.01 | 0.05 * |
(2.26) | (0.45) | (1.80) | |
TV | −0.01 | 0.02 | −0.02 |
(−0.42) | (1.10) | (−0.88) | |
Study | 0.01 | −0.02 | 0.01 |
(0.34) | (−0.88) | (0.34) | |
Sleep | −0.00 | 0.01 | −0.02 |
(−0.01) | (0.39) | (−0.73) | |
Outdoore Exercise | −0.0002 | −0.01 * | −0.01 |
(−0.04) | (−1.65) | (−0.98) | |
Middle School | 0.002 | ||
(0.05) | |||
High School | −0.04 | ||
(−0.45) | |||
N | 522 | 272 | 250 |
R2 | 0.08 | 0.15 | 0.08 |
† Myopia is measured in absolute value of natural logarithm of the unit of refractive error (D) multiplied by 100. ‡ Income is in natural logarithm. Space refers to respondents’ consciousness about their living space, measured on the 5-point Likert scale. A higher value means more concern that their living conditions are not spacious enough and are harmful to their (or their children’s) vision. Length refers to years since the diagnosis of myopia. Numbers shown in the table are regression coefficients with t-values in parentheses. * p < 0.1, ** p < 0.05, *** p < 0.01.