College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, 162-1 Songdo-Dong, Yeonsu-Gu, Incheon, South Korea.
Sci Rep. 2021 Mar 8;11(1):820. doi: 10.1038/s41598-020-79760-7.
This study analyzed the impact of visual impairment on socioeconomic and physical health status and its heterogeneity by severity of visual impairment. We used nationally representative cohort data based on Korean national health insurance claims (2002-2013), which were extracted for 11,030 persons (2206 visually impaired, 8824 control). This was restructured as monthly data for each person (person-month). Multivariate and ordered logistic regressions were conducted, and the pre-impairment status between the visually impaired and non-visually impaired people was adjusted by difference-in-difference (DiD) estimation. Focusing on medical aid (a public healthcare service assistance program for people who cannot afford health insurance premiums), the DiD estimate showed that the likelihood of receiving aid was higher among visually impaired compared with non-impaired people. Mildly and severely visually impaired people were more likely to be medical aid recipients than their counterparts. The severely visually impaired group was more likely to be unemployed. The visually impaired group were less likely to have no comorbidity. Our findings show that the socioeconomic and physical health status of visually impaired people is more likely to deteriorate than that of their non-visually impaired counterparts following onset of impairment.
本研究通过分析视觉障碍的严重程度,分析了视觉障碍对社会经济和身体健康状况的影响及其异质性。我们使用了基于韩国国家健康保险索赔的全国代表性队列数据(2002-2013 年),其中提取了 11030 人(2206 名视力障碍者,8824 名对照组)的数据。这些数据被重新构造成每个人的月度数据(人月)。我们进行了多变量和有序逻辑回归分析,并通过差异(DiD)估计调整了视力障碍者和非视力障碍者之间的预损伤状态。关注医疗援助(为无法负担健康保险保费的人提供的公共医疗保健服务援助计划),DiD 估计表明,与非受损者相比,视力障碍者获得援助的可能性更高。轻度和重度视力障碍者比其对应者更有可能成为医疗援助的接受者。严重视力障碍者更有可能失业。视力障碍者更不可能患有合并症。我们的研究结果表明,与非视力障碍者相比,视力障碍者在发病后,其社会经济和身体健康状况更有可能恶化。