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Association between the proportion of elderly population and HIV/AIDS based on a Bayesian spatio-temporal model
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Qiu-ping HUANG1, 2, Yu WANG1, Qi-lan WEN1, Guang-tai CHEN3, Zhi-cheng DU1
Modern Preventive Medicine | 2026, 53(12) : 2145 - 2152
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Modern Preventive Medicine | 2026, 53(12): 2145-2152
• Epidemiology and Statistical Methods Advance •
Association between the proportion of elderly population and HIV/AIDS based on a Bayesian spatio-temporal model
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Qiu-ping HUANG1, 2, Yu WANG1, Qi-lan WEN1, Guang-tai CHEN3, Zhi-cheng DU1
Affiliations
  • School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
Published: 2026-06-25 doi: 10.20043/j.cnki.MPM.202509307
Outline
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Objective

To analyze how population aging affects HIV/AIDS incidence and mortality, and to explore the modifying role of socioeconomic factors in this association.

Methods

Data on reported HIV/AIDS incidence and mortality, demographic structure, and socioeconomic indicators were collected from 31 provinces in mainland China between 2004 and 2020. A Bayesian spatio-temporal model was constructed with the proportions of different age groups as key explanatory variables. Covariates included per capita gross domestic product (GDP), number of health institutions, population density, sex ratio, education leveland annual mean temperature. The modifying effects of socioeconomic indicators were also analyzed.

Results

At the national level, each 1% increase in the proportion of the population aged 0-14 years was associated with a 1.1% increase in the relative risk of HIV/AIDS mortality (95%CI: 1.001-1.021). Each 1% increase in the proportion of the population aged ≥65 years was associated with a 2.0% increase in the relative risk of HIV/AIDS incidence (95%CI: 1.006-1.033) and a 1.8% increase in the relative risk of HIV/AIDS mortality (95%CI: 1.004-1.033).The effect modification analysis showed that, across different strata of sex ratio and education level, population aging was significantly positively associated with HIV/AIDS incidence and mortality, while the linear trends of sex ratio and education level on incidence and mortality were not significant.

Conclusion

The progression of population aging increases the relative risk of HIV/AIDS incidence and mortality, and sex ratio and education level may partially modify the association between aging and HIV/AIDS.

Bayesian spatio-temporal model  /  Population aging  /  HIV/AIDS
黄秋萍, 王钰, 温绮岚, 陈广泰, 杜志成. 基于贝叶斯时空模型的老龄人口占比与艾滋病关联研究. 现代预防医学, 2026 , 53 (12) : 2145 -2152 . DOI: 10.20043/j.cnki.MPM.202509307
Qiu-ping HUANG, Yu WANG, Qi-lan WEN, Guang-tai CHEN, Zhi-cheng DU. Association between the proportion of elderly population and HIV/AIDS based on a Bayesian spatio-temporal model[J]. Modern Preventive Medicine, 2026 , 53 (12) : 2145 -2152 . DOI: 10.20043/j.cnki.MPM.202509307
Year 2026 volume 53 Issue 12
201
93
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doi: 10.20043/j.cnki.MPM.202509307
  • Receive Date:2025-09-18
  • Online Date:2026-09-28
  • Published:2026-06-25
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  • Received:2025-09-18
Affiliations
    School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
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Percentage of
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Genus
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Number of
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Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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