Heterogeneity in social participation among young people with vision impairment

IF 0.7 Q4 OPHTHALMOLOGY British Journal of Visual Impairment Pub Date : 2023-02-03 DOI:10.1177/02646196231152340
E.C.M. Heppe, C. van Klaveren, I. Cornelisz, C. Schuengel, S. Kef
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Abstract

Young people may adapt to vision impairment (VI) in a variety of ways. To explore heterogeneity in social participation, data were mined for distinct patterns. Existing data from 258 young people with VI, aged between 26 and 44 years ( M = 35.3 years; SD = 5.07), were clustered. Social participation was measured by four closed-ended questions and the Social Network Map. Loneliness was measured by the De Jong Gierveld Loneliness scale. K-medoids clustering with the Partitioning Around Medoids (PAM) algorithm was used to cluster social participation variables and age.Eight clusters were identified, with participants in the two largest clusters, clusters 1 ( n = 84) and 2 ( n = 50), scoring high on almost all social participation outcomes. Participants in cluster 8 ( n = 14) had the lowest social participation scores. However, also over half of the participants in clusters 4, 5, 6, and 7 experienced feelings of loneliness. Findings demonstrate considerable heterogeneity in social participation among young people with VI, which however does not link to loneliness. These variations in social participation underline the need for a differentiated approach to address needs of young people with VI.
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青少年视力障碍患者社会参与的异质性
年轻人可能会以各种方式适应视力障碍。为了探索社会参与的异质性,我们挖掘了不同模式的数据。现有数据来自258名患有VI的年轻人,年龄在26至44岁之间(M = 35.3岁;SD = 5.07),均为聚类。社会参与是通过四个封闭式问题和社交网络地图来衡量的。孤独感由De Jong Gierveld孤独感量表测量。采用K-medoids聚类算法对社会参与变量和年龄进行聚类。我们确定了8个群体,其中两个最大群体的参与者,即群体1 (n = 84)和群体2 (n = 50),在几乎所有的社会参与结果中得分都很高。第8组的参与者(n = 14)的社会参与得分最低。然而,在4、5、6和7组中,也有超过一半的参与者感到孤独。研究结果表明,患有VI的年轻人在社会参与方面存在相当大的异质性,但这与孤独无关。社会参与方面的这些差异突出表明,需要采取有区别的办法来解决患有VI的青年人的需求。
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来源期刊
CiteScore
1.90
自引率
0.00%
发文量
51
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