State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.
University of Chinese Academy of Sciences, Beijing, 100049, China.
BMC Public Health. 2023 Apr 24;23(1):755. doi: 10.1186/s12889-023-15553-7.
Tuberculosis (TB) remains a serious public health and human development problem, especially in developing countries. Despite the effectiveness of directly observed therapy, short course programs in reducing transmission and progression of TB, poverty reduction and socioeconomic development remain crucial factors in decreasing TB incidence. However, the geographical pathway on the planet is not yet clear.
This study was to reconstruct the geographical evolutionary process of TB in 173 countries and territories from 2010 to 2019 to analyze the socioeconomic determinants that impact the global TB epidemic. In addition, the TB incidence in 2030 was predicted.
This study analyses TB incidence data from 173 countries and territories between 2010 and 2019. The Geotree model would be used to reconstruct the geographical evolutionary process of TB, which provides a simplified schema for geo-visualizing the trajectories of TB incidence and their socioeconomic drivers. Additionally, to estimate the future TB incidence in 2030, a multilevel model was utilized in conjunction with the hierarchical nature of the Geotree based on a stratified heterogeneity analysis.
Global TB incidence was found to be associated with the country type and development stages. Between 2010 and 2019, the average TB incidence rate in 173 countries and territories was -27.48%, with marked spatially stratified heterogeneity by country type and development stage. Low-income and lower-middle-income countries were most vulnerable to TB. Upper-middle-income countries experienced a faster decline in TB incidence than high-income countries, and TB incidence generally decreased as the development stage increased, except for the lower-middle development stage in 2019.The highest average rate of decline in TB incidence was observed in the upper-middle development stage of high-income countries, with a reduction of 45.24%. Meanwhile, 37 high-income countries in the high development stage demonstrated an average rate of change of -13.93%. Socioeconomic determinants, including gross domestic product per capita, urbanization rate, and sociodemographic index, were found to inhibit TB incidence. Based on current trends, the predicted average global TB incidence in 2030 is 91.581 per 100,000 population.
The trajectories of the global TB incidence have been reconstructed to formulate targeted public health responses. To eliminate TB, countries at similar development stage can draw on the experiences of countries at higher development stages that are tailored to their unique characteristics. By learning from successful TB control strategies, countries can take strategic steps toward eradicating TB and improving public health outcomes.
结核病(TB)仍然是一个严重的公共卫生和人类发展问题,尤其是在发展中国家。尽管直接观察治疗、短程方案在降低结核病传播和进展方面非常有效,但减贫和社会经济发展仍然是降低结核病发病率的关键因素。然而,地球上的地理途径尚不清楚。
本研究旨在重建 2010 年至 2019 年 173 个国家和地区的结核病地理进化过程,分析影响全球结核病流行的社会经济决定因素。此外,还预测了 2030 年的结核病发病率。
本研究分析了 2010 年至 2019 年 173 个国家和地区的结核病发病率数据。将使用 Geotree 模型重建结核病的地理进化过程,该模型为可视化结核病发病率及其社会经济驱动因素的轨迹提供了一个简化的方案。此外,为了估计 2030 年的未来结核病发病率,利用基于分层异质性分析的 Geotree 的分层性质,结合多水平模型进行了估计。
发现全球结核病发病率与国家类型和发展阶段有关。2010 年至 2019 年间,173 个国家和地区的平均结核病发病率为-27.48%,按国家类型和发展阶段存在明显的空间分层异质性。低收入和中低收入国家受结核病影响最大。中高收入国家的结核病发病率下降速度快于高收入国家,随着发展阶段的提高,结核病发病率普遍下降,但 2019 年中低发展阶段除外。高收入国家中高发展阶段的结核病发病率下降平均速度最高,下降了 45.24%。同时,37 个高收入高发展阶段的国家平均变化率为-13.93%。包括人均国内生产总值、城市化率和社会人口指数在内的社会经济决定因素被发现抑制了结核病的发病率。根据目前的趋势,预计 2030 年全球结核病发病率平均为每 10 万人 91.581 例。
已经重建了全球结核病发病率的轨迹,以制定有针对性的公共卫生应对措施。为了消除结核病,处于类似发展阶段的国家可以借鉴处于较高发展阶段的国家的经验,这些经验针对其独特的特点进行了调整。通过借鉴结核病控制的成功战略,各国可以采取战略性步骤消除结核病,改善公共卫生成果。