Graduate School of Public Health and Institute of Health Services Research, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, South Korea.
College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, 162-1 Songdo-Dong, Yeonsu-Gu, Incheon, 21983, South Korea.
Disabil Health J. 2019 Apr;12(2):302-309. doi: 10.1016/j.dhjo.2018.11.010. Epub 2018 Nov 14.
Studies on healthcare service use among persons with visual impairments in countries with different healthcare systems are needed for drawing global inferences.
The goal was to assess the impact of visual impairment on healthcare service use.
A retrospective cohort study on health insurance claims data from the National Health Insurance System (NHIS) was conducted. All data from 2002 to 2013 for 2206 and 8824 persons with and without visual impairments, respectively, were extracted and aggregated monthly, generating a total of 162,876 and 568,459 person-month observations, respectively. The dependent variable was total expenditures. Difference-in-difference estimations based on a multivariate log-normal random-effect regression were employed.
Persons with visual impairments spent 5.7% and 6.8% more on total healthcare expenditures per month and outpatient healthcare expenditures, respectively, than those without visual impairments, after adjusting for pre-impairment differences. Further results revealed an upward trend in expenditures, particularly among those with visual impairments; this increase was the highest during the year prior impairment (approximately 32% and 21% more for total and outpatient services, respectively, compared with baseline). Inpatient healthcare expenditures showed a similar increase (by approximately 26%) during the year prior impairment compared with baseline; however, the magnitude dropped to approximately 14% and 6% during the 1st and 2nd years of impairment, respectively. Conversely, the annual pattern of expenditure increase was parallel over time for persons without visual impairments, regardless of service.
Our findings suggest a need for health management and effective care use, particularly the year prior to visual impairment onset.
为了得出全球性结论,需要研究不同医疗体系国家中视力障碍患者的医疗服务使用情况。
评估视力障碍对医疗服务使用的影响。
对国家健康保险系统(NHIS)的健康保险索赔数据进行回顾性队列研究。分别从 2002 年至 2013 年提取了 2206 名和 8824 名视力障碍者和非视力障碍者的数据,并将其按月汇总,分别产生了总计 162876 人和 568459 人/月的观察值。因变量为总支出。采用多元对数正态随机效应回归的差分法进行估计。
校正预损伤差异后,与非视力障碍者相比,视力障碍者每月的总医疗支出和门诊医疗支出分别多支出 5.7%和 6.8%。进一步的结果显示,支出呈上升趋势,特别是在视力障碍者中;在损伤前一年,这种增长最高(与基线相比,总服务和门诊服务分别增加了约 32%和 21%)。与基线相比,损伤前一年的住院医疗支出也呈现出类似的增长(约 26%);然而,在损伤的第 1 年和第 2 年,这一增长幅度分别降至约 14%和 6%。相比之下,无论服务类型如何,非视力障碍者的支出增长年度模式均随时间保持平行。
我们的研究结果表明,需要进行健康管理和有效利用医疗服务,特别是在视力障碍发病前一年。