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Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940481/ https://www.ncbi.nlm.nih.gov/pubmed/33686137 http://dx.doi.org/10.1038/s41598-020-79760-7 |
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author | Kim, Hyero Koo, Heejo Han, Euna |
author_facet | Kim, Hyero Koo, Heejo Han, Euna |
author_sort | Kim, Hyero |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7940481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79404812021-03-10 Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations Kim, Hyero Koo, Heejo Han, Euna Sci Rep Article 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. Nature Publishing Group UK 2021-03-08 /pmc/articles/PMC7940481/ /pubmed/33686137 http://dx.doi.org/10.1038/s41598-020-79760-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kim, Hyero Koo, Heejo Han, Euna Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title | Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title_full | Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title_fullStr | Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title_full_unstemmed | Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title_short | Socioeconomic and physical health status changes after visual impairment in Korea using difference-in-difference estimations |
title_sort | socioeconomic and physical health status changes after visual impairment in korea using difference-in-difference estimations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940481/ https://www.ncbi.nlm.nih.gov/pubmed/33686137 http://dx.doi.org/10.1038/s41598-020-79760-7 |
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