College of Urban and Environmental Sciences, Central China Normal University, Wuhan, China.
PLoS One. 2024 Sep 13;19(9):e0308003. doi: 10.1371/journal.pone.0308003. eCollection 2024.
The health of older adults is crucial for the overall health of the entire life cycle. Based on population sampling survey data and census data from 131 prefecture level units in the Yangtze River Economic Belt (YREB) during 2010-2020, this study used exploratory spatial data analysis, geographical detector, stepwise regression analysis, and GTWR model to analyze the spatiotemporal pattern and influencing factors of the health level of older adults in the YREB. The results show that the health level of older adults in the YREB slightly increased from 2010 to 2020, with the most significant improvement in the upstream region and the most significant decline in the midstream region. The older adults' health level in the YREB displays a gradient decreasing pattern of the downstream, midstream, and upstream regions. The health level of older adults in the YREB is influenced by a combination of natural and social environment factors. Areas with lower altitude and moderate humidity climates are more conducive to the health of older adults. The increase in influencing factors such as population migration rate, per capita GDP, average years of education, per capita housing construction area, per capita park green area, and green coverage rate in built-up areas is conducive to improving the health level of older adults, while lower number of health institutions per 1,000 people and higher household support rate are not conducive to improving the health level of older adults. In addition, over time, the health-promoting effect of natural environmental factors is enhanced from 2010 to 2020, and the influence of annual precipitation on shaping the spatial pattern of older adults' health level became more obvious. Although the promoting effect of population migration on the health level of older adults tends to weaken, it remains the primary factor affecting the spatiotemporal differentiation of older adults' health level in the YREB. The impact of social development on the health level of older adults has changed from a positive health effect (improvement) to a negative health effect (loss). The health-promoting effect of living environment factors is enhanced. The health-inhibitory effect of household support rate increased, and showed a gradient decreasing pattern from downstream to midstream to upstream. The findings of this study can provide a more in-depth understanding of the spatiotemporal pattern of the health level of older adults in the YREB and the factors influencing it, improve the health level of older adults in the region, and promote the development of healthy and active aging in the YREB, and improve the human health. At the same time, this study also supplements the related research on aging and the health level of the elderly. Firstly, it can provide reference for the research on the health of old adults in other countries and regions around the world. Secondly, it can also provide a basis for research on aging and the health of old adults in cities and counties under YREB.
老年人的健康对于整个生命周期的整体健康至关重要。本研究基于 2010-2020 年长江经济带(YREB)131 个地级单位的人口抽样调查数据和人口普查数据,采用探索性空间数据分析、地理探测器、逐步回归分析和 GTWR 模型,分析了 YREB 老年人健康水平的时空格局及其影响因素。结果表明,2010 年至 2020 年,YREB 老年人健康水平呈略有上升趋势,上游地区改善最为明显,中游地区下降最为明显。YREB 老年人健康水平呈下游、中游和上游地区梯度递减格局。YREB 老年人健康水平受自然环境和社会环境因素的综合影响。海拔较低、湿度适中的气候更有利于老年人的健康。人口迁移率、人均 GDP、人均受教育年限、人均住房建筑面积、人均公园绿地面积、建成区绿地覆盖率等影响因素的增加有利于提高老年人的健康水平,而每千人口医疗机构数量较低、家庭支持率较高则不利于提高老年人的健康水平。此外,随着时间的推移,2010 年至 2020 年,自然环境因素的促进作用增强,年降水量对塑造老年人健康水平的空间格局的影响更加明显。尽管人口迁移对老年人健康水平的促进作用呈减弱趋势,但仍是影响 YREB 老年人健康水平时空分异的主要因素。社会发展对老年人健康水平的影响已由积极的健康效应(改善)转变为消极的健康效应(损失)。生活环境因素的促进作用增强,家庭支持率的抑制作用增强,呈现出从下游到中游再到上游的梯度递减格局。本研究结果可以更深入地了解 YREB 老年人健康水平的时空格局及其影响因素,提高该地区老年人的健康水平,促进 YREB 健康老龄化和积极老龄化发展,提高人类健康水平。同时,本研究也为老龄化和老年人健康水平的相关研究提供了补充。首先,它可以为世界其他国家和地区老年人健康的研究提供参考。其次,它也可以为 YREB 市县老龄化和老年人健康研究提供依据。