School of Graduate Studies, Lingnan University, Tuen Mun, New Territories, Hong Kong.
L & E Research Consult Ltd, Upper West Region, Ghana.
BMC Public Health. 2024 Jan 2;24(1):12. doi: 10.1186/s12889-023-17495-6.
Despite the significant progress over the years, Tuberculosis remains a major public health concern and a danger to global health. This study aimed to analyze the spatial and temporal characteristics of the incidence of tuberculosis and its risk factors and to predict future trends in the incidence of Tuberculosis.
This study used secondary data on tuberculosis incidence and tuberculosis risk factor data from 209 countries and regions worldwide between 2000 and 2021 for analysis. Specifically, this study analyses the spatial autocorrelation of Tuberculosis incidence from 2000 to 2021 by calculating Moran's I and identified risk factors for Tuberculosis incidence by multiple stepwise linear regression analysis. We also used the Autoregressive Integrated Moving Average model to predict the trend of Tuberculosis incidence to 2030. This study used ArcGIS Pro, Geoda and R studio 4.2.2 for analysis.
The study found the global incidence of Tuberculosis and its spatial autocorrelation trends from 2000 to 2021 showed a general downward trend, but its spatial autocorrelation trends remained significant (Moran's I = 0.465, P < 0.001). The risk factors for Tuberculosis incidence are also geographically specific. Low literacy rate was identified as the most pervasive and profound risk factor for Tuberculosis.
This study shows the global spatial and temporal status of Tuberculosis incidence and risk factors. Although the incidence of Tuberculosis and Moran's Index of Tuberculosis are both declining, there are still differences in Tuberculosis risk factors across countries and regions. Even though literacy rate is the leading risk factor affecting the largest number of countries and regions, there are still many countries and regions where gender (male) is the leading risk factor. In addition, at the current rate of decline in Tuberculosis incidence, the World Health Organization's goal of ending the Tuberculosis pandemic by 2030 will be difficult to achieve. Targeted preventive interventions, such as health education and regular screening of Tuberculosis-prone populations are needed if we are to achieve the goal. The results of this study will help policymakers to identify high-risk groups based on differences in TB risk factors in different areas, rationalize the allocation of healthcare resources, and provide timely health education, so as to formulate more effective Tuberculosis prevention and control policies.
尽管近年来取得了重大进展,但结核病仍是一个主要的公共卫生问题,对全球健康构成威胁。本研究旨在分析结核病发病率的时空特征及其危险因素,并预测未来结核病发病率的趋势。
本研究使用了 2000 年至 2021 年期间来自全球 209 个国家和地区的结核病发病率和结核病危险因素的二级数据进行分析。具体来说,本研究通过计算 Moran's I 分析了 2000 年至 2021 年期间结核病发病率的空间自相关,并通过多元逐步线性回归分析确定了结核病发病率的危险因素。我们还使用自回归综合移动平均模型预测了 2030 年结核病发病率的趋势。本研究使用 ArcGIS Pro、Geoda 和 R studio 4.2.2 进行分析。
本研究发现,2000 年至 2021 年期间,全球结核病发病率及其空间自相关趋势呈总体下降趋势,但空间自相关趋势仍显著(Moran's I=0.465,P<0.001)。结核病发病率的危险因素也具有明显的地域特征。低文化程度被确定为结核病最普遍和最深远的危险因素。
本研究展示了全球结核病发病率及其危险因素的时空状况。尽管结核病发病率和结核病 Moran's Index 都在下降,但各国和地区的结核病危险因素仍存在差异。尽管文化程度是影响最多国家和地区的主要危险因素,但仍有许多国家和地区的主要危险因素是性别(男性)。此外,按照目前结核病发病率的下降速度,世界卫生组织 2030 年终结结核病流行的目标将难以实现。如果要实现这一目标,需要针对特定人群进行目标性预防干预,如开展结核病健康教育和高危人群定期筛查。本研究的结果将帮助决策者根据不同地区结核病危险因素的差异,确定高风险人群,合理配置医疗资源,并提供及时的健康教育,从而制定更有效的结核病防控政策。