Hallym Data Science Laboratory, Hallym University College of Medicine, Anyang, South Korea.
Department of Otorhinolaryngology-Head & Neck Surgery, Hallym University College of Medicine, Hallym University Sacred Heart Hospital, Anyang, South Korea.
Sci Rep. 2022 Jan 19;12(1):958. doi: 10.1038/s41598-022-05003-6.
We evaluated the influence of visual impairment (VI) on income change using the longitudinal database of a Korean National Health Insurance Service cohort. A total of 5292 participants ≥ 40 years old and registered as visually impaired persons were selected at a 1:4 ratio with 45,081 non-VI participants matched for age, sex, and income level. The income level of both the VI and non-VI groups increased over time. In the VI group, the income levels 3, 4 and 5 years were higher than the initial value, while the income levels from 1 through 5 years were increased each year in the non-VI group. The rate of change in income between time and VI were significant. In the subgroup analysis considering age, sex, and severity of VI, the rate of change in income were significant in < 65 years old subgroups. Regarding the severity of VI, a significant interaction was found for the mild-to-moderate VI subgroup. Although both the VI and non-VI groups showed increased income levels over 5 years, the degree of income increase in the VI group was relatively lower than that in the non-VI group. This finding was prominent in the middle-age subgroup. These results strongly suggested that VI induced an income inequality.
我们利用韩国国民健康保险服务队列的纵向数据库评估了视力障碍(VI)对收入变化的影响。选择了 5292 名≥40 岁的参与者作为 VI 组,他们与 45081 名年龄、性别和收入水平相匹配的非 VI 组进行了 1:4 的比例匹配。VI 和非 VI 组的收入水平均随时间增加。在 VI 组中,第 3、4 和 5 年的收入水平高于初始值,而非 VI 组中,从第 1 年到第 5 年的收入水平每年都在增加。收入随时间和 VI 的变化率是显著的。在考虑年龄、性别和 VI 严重程度的亚组分析中,<65 岁亚组的收入变化率是显著的。就 VI 的严重程度而言,在轻度至中度 VI 亚组中发现了显著的交互作用。尽管 VI 和非 VI 组在 5 年内收入水平都有所提高,但 VI 组的收入增长幅度相对低于非 VI 组。这一发现在中年亚组中尤为明显。这些结果强烈表明,VI 导致了收入不平等。