Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China

Abstract We analyze regional factors and spatial distribution of children's vision impairment in Shandong province, to explore the spatial changes brought by time and their influencing factors, so as to provide scientific basis for prevention of childhood vision impairment. This study covers fi...

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Main Authors: Lizhen Han, Jinzhu Jia, Lu Wang
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-95906-7
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spelling doaj-da9595769afd4d1384d936abeca026c92021-08-22T11:22:56ZengNature Publishing GroupScientific Reports2045-23222021-08-0111111210.1038/s41598-021-95906-7Economic and educational factors played roles in the development of regional vision impairment in Shandong province, ChinaLizhen Han0Jinzhu Jia1Lu Wang2Department of Biostatistics, School of Public Health, Peking UniversityDepartment of Biostatistics, School of Public Health, Peking UniversityPhysical Examination Office of Shandong ProvinceAbstract We analyze regional factors and spatial distribution of children's vision impairment in Shandong province, to explore the spatial changes brought by time and their influencing factors, so as to provide scientific basis for prevention of childhood vision impairment. This study covers five complete cross-sectional surveys from 2013 to 2017, involving about 29.24 million students. Spatial autocorrelation and hotspot analysis methods were used to analyze spatial features. The associated factors were analyzed by multinomial logistic regression. The vision impairment prevalence showed a trend of decreasing first and then increasing from 2013 to 2017, with slight changes. In terms of regional spatial differences, Weihai and Yantai have the highest VI rates in all years, and there was a large-scale spatial aggregation phenomenon. The southern low-value clusters, however, showed a trend of weakening from year to year. Further exploration revealed that economic factors and number of full-time teachers were verified as risk factors for regional vision impairment levels. The slight rebound of the prevalence of vision impairment and the high rate in the eastern and northern regions of Shandong province need more attention. It is suggested that relevant departments should focus on the influence of regional economic and educational factors when formulating relevant strategies.https://doi.org/10.1038/s41598-021-95906-7
collection DOAJ
language English
format Article
sources DOAJ
author Lizhen Han
Jinzhu Jia
Lu Wang
spellingShingle Lizhen Han
Jinzhu Jia
Lu Wang
Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
Scientific Reports
author_facet Lizhen Han
Jinzhu Jia
Lu Wang
author_sort Lizhen Han
title Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
title_short Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
title_full Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
title_fullStr Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
title_full_unstemmed Economic and educational factors played roles in the development of regional vision impairment in Shandong province, China
title_sort economic and educational factors played roles in the development of regional vision impairment in shandong province, china
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-08-01
description Abstract We analyze regional factors and spatial distribution of children's vision impairment in Shandong province, to explore the spatial changes brought by time and their influencing factors, so as to provide scientific basis for prevention of childhood vision impairment. This study covers five complete cross-sectional surveys from 2013 to 2017, involving about 29.24 million students. Spatial autocorrelation and hotspot analysis methods were used to analyze spatial features. The associated factors were analyzed by multinomial logistic regression. The vision impairment prevalence showed a trend of decreasing first and then increasing from 2013 to 2017, with slight changes. In terms of regional spatial differences, Weihai and Yantai have the highest VI rates in all years, and there was a large-scale spatial aggregation phenomenon. The southern low-value clusters, however, showed a trend of weakening from year to year. Further exploration revealed that economic factors and number of full-time teachers were verified as risk factors for regional vision impairment levels. The slight rebound of the prevalence of vision impairment and the high rate in the eastern and northern regions of Shandong province need more attention. It is suggested that relevant departments should focus on the influence of regional economic and educational factors when formulating relevant strategies.
url https://doi.org/10.1038/s41598-021-95906-7
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