Department of Ophthalmology and Visual Sciences, Center for Eye Policy and Innovation, University of Michigan, Ann Arbor.
Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor.
JAMA Ophthalmol. 2019 Feb 1;137(2):146-158. doi: 10.1001/jamaophthalmol.2018.5449.
Vision impairment (VI), including blindness, affects hundreds of millions globally, and 90% of those with VI live in low- and middle-income countries. Cross-national comparisons are important to elucidate the unique and shared factors associated with VI and receipt of eye care in different countries and to target those most in need.
To identify the characteristics associated with VI and receipt of eye care in a sample of low- and middle-income countries.
DESIGN, SETTING, AND PARTICIPANTS: In this study of cross-sectional survey data from wave 1 of the World Health Organization Study on Global Aging and Adult Health, data on sociodemographic characteristics and health were collected from nationally representative samples in China, Ghana, India, Mexico, Russia, and South Africa from 2007 to 2010. Probability sampling with multistage, stratified, random-cluster samples was used to identify households and participants. The survey was completed by 34 159 adults 50 years and older. Data were analyzed from December 2017 to February 2018.
We analyzed associations of individual-level and household-level covariates with 3 primary outcomes: distance VI (visual acuity worse than 6/18 in the better-seeing eye), near VI (visual acuity worse than 6/18 in the better-seeing eye), and receipt of an eye examination within the previous 2 years.
The study sample in China consisted of 13 350 participants (50.2% female; mean [SD] age, 62.6 [9.0] years); in Ghana, 4725 participants (50.4% female; mean [SD] age, 64.2 [10.8] years); in India, 7150 participants (48.9% female; mean [SD] age, 61.5 [9.0] years); in Mexico, 2103 participants (52.3% female; mean [SD] age, 69.2 [9.2] years); in Russia, 3763 participants (61.1% female; mean [SD] age, 63.9 [10.4] years); and in South Africa, 3838 participants (55.9% female; mean [SD] age 61.6 [9.5]) (all demographic characteristics weighted to reflect respective populations). The weighted proportion of the study sample with distance VI ranged from 9.9% (95% CI, 9.3-10.5) in China to 25.4% (95% CI, 22.0-29.2) in Russia; near VI, from 28.5% (95% CI, 26.9-30.1) in Ghana to 43.1% (95% CI, 41.1-45.1) in India; and receipt of a recent eye examination, from 15.0% (95% CI, 13.8-16.2) in Ghana to 53.1% (95% CI, 49.3-56.8) in Russia. Educational attainment, medical comorbidities, and memory were significantly associated with all outcomes across most low- and middle-income countries. Female sex, low household wealth, food insecurity, no health insurance, rurality, disability, being unmarried, and low social participation were significantly associated with adverse vision-related outcomes, though less consistently.
There are both common and unique characteristics associated with VI and receipt of eye care across low- and middle-income countries. Our findings suggest that recognizing these factors is important to identify those most at risk and allocate resources optimally. Additional local epidemiological studies are needed.
视力障碍(VI),包括失明,影响着数亿人,其中 90%的视力障碍患者生活在中低收入国家。跨国比较对于阐明与 VI 和接受眼科护理相关的独特和共同因素,以及针对不同国家和地区最需要的人群非常重要。
确定中低收入国家样本中与 VI 和接受眼科护理相关的特征。
设计、地点和参与者:本研究使用世界卫生组织全球老龄化和成人健康研究的第 1 波横断面调查数据,于 2007 年至 2010 年期间在中国、加纳、印度、墨西哥、俄罗斯和南非的全国代表性样本中收集了社会人口统计学特征和健康数据。使用多阶段、分层、随机聚类抽样的概率抽样来确定家庭和参与者。共有 34159 名 50 岁及以上的成年人完成了调查。数据分析于 2017 年 12 月至 2018 年 2 月进行。
我们分析了个体水平和家庭水平协变量与 3 个主要结果的关联:远距离 VI(较好眼视力低于 6/18)、近距离 VI(较好眼视力低于 6/18)和在过去 2 年内接受过眼部检查。
中国的研究样本包括 13350 名参与者(50.2%为女性;平均[标准差]年龄 62.6[9.0]岁);加纳有 4725 名参与者(50.4%为女性;平均[标准差]年龄 64.2[10.8]岁);印度有 7150 名参与者(48.9%为女性;平均[标准差]年龄 61.5[9.0]岁);墨西哥有 2103 名参与者(52.3%为女性;平均[标准差]年龄 69.2[9.2]岁);俄罗斯有 3763 名参与者(61.1%为女性;平均[标准差]年龄 63.9[10.4]岁);南非有 3838 名参与者(55.9%为女性;平均[标准差]年龄 61.6[9.5]岁)(所有人口统计学特征均经过加权,以反映各自的人口)。研究样本中远距离 VI 的加权比例范围从中国的 9.9%(95%CI,9.3-10.5)到俄罗斯的 25.4%(95%CI,22.0-29.2);近距离 VI 的加权比例范围从加纳的 28.5%(95%CI,26.9-30.1)到印度的 43.1%(95%CI,41.1-45.1);最近接受眼部检查的加权比例范围从加纳的 15.0%(95%CI,13.8-16.2)到俄罗斯的 53.1%(95%CI,49.3-56.8)。教育程度、医疗合并症和记忆力与大多数中低收入国家的所有结果都有显著关联。女性、低家庭财富、粮食不安全、没有医疗保险、农村地区、残疾、未婚和低社会参与度与不良视力相关结果显著相关,但关联程度较低。
在中低收入国家中,VI 和接受眼科护理的相关特征既有共同之处,也有独特之处。我们的研究结果表明,认识到这些因素对于确定最需要的人群并优化资源分配非常重要。需要进行更多的本地流行病学研究。