Global, regional and national trends in tuberculosis incidence and main risk factors: a study using data from 2000 to 2021

被引:9
|
作者
Bai, Wentao [1 ]
Ameyaw, Edward Kwabena [1 ,2 ]
机构
[1] Lingnan Univ, Sch Grad Studies, Tuen Mun, Hong Kong, Peoples R China
[2] L&E Res Consult Ltd, Wa, Upper West Regi, Ghana
关键词
Tuberculosis; Spatial autocorrelation; Risk factors; Multiple stepwise regression analysis; Autoregressive integrated moving average; Global; HEALTH LITERACY; TB; MIGRATION; COUNTRIES; MIGRANTS; BURDEN; TIME; CARE;
D O I
10.1186/s12889-023-17495-6
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background 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.Methods 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.Results 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.Conclusions 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.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Global, regional and national trends in tuberculosis incidence and main risk factors: a study using data from 2000 to 2021
    Wentao Bai
    Edward Kwabena Ameyaw
    BMC Public Health, 24
  • [2] Global, regional, and national trends of dementia incidence and risk factors, 1990-2019: A Global Burden of Disease study
    Avan, Abolfazl
    Hachinski, Vladimir
    ALZHEIMERS & DEMENTIA, 2023, 19 (04) : 1281 - 1291
  • [3] Global, regional, and national drowning trends from 1990 to 2021: Results from the 2021 Global Burden of Disease Study
    Zhu, Weimin
    He, Xiaxia
    San, Renfei
    Chen, Nanjin
    Han, Tingfen
    Zhang, Sheng
    Xu, Yubin
    Jin, Shengwei
    Xu, Yinghe
    Jiang, Yongpo
    ACADEMIC EMERGENCY MEDICINE, 2024,
  • [4] Global and regional trends in incidence and mortality of female breast cancer and associated factors at national level in 2000 to 2019
    Luo Chenyu
    Li Na
    Lu Bin
    Cai Jie
    Lu Ming
    Zhang Yuhan
    Chen Hongda
    Dai Min
    中华医学杂志英文版, 2022, 135 (01) : 42 - 51
  • [5] Global and regional trends in incidence and mortality of female breast cancer and associated factors at national level in 2000 to 2019
    Luo, Chenyu
    Li, Na
    Lu, Bin
    Cai, Jie
    Lu, Ming
    Zhang, Yuhan
    Chen, Hongda
    Dai, Min
    CHINESE MEDICAL JOURNAL, 2022, 135 (01) : 42 - 51
  • [6] Trends of the Global, Regional, and National Incidence of Measles, Vaccine Coverage, and Risk Factors in 204 Countries From 1990 to 2019
    Wang, Ruitong
    Jing, Wenzhan
    Liu, Min
    Liu, Jue
    FRONTIERS IN MEDICINE, 2022, 8
  • [7] Global, regional and national burden of depressive disorders and attributable risk factors, from 1990 to 2021: results from the 2021 Global Burden of Disease study
    Rong, Jian
    Wang, Xueqin
    Cheng, Pan
    Li, Dan
    Zhao, Dahai
    BRITISH JOURNAL OF PSYCHIATRY, 2025,
  • [8] Global and regional trends in the incidence and prevalence of uterine fibroids and attributable risk factors at the national level from 2010 to 2019: A worldwide database study
    Dai, Yuxin
    Chen, Hongda
    Yu, Jing
    Cai, Jie
    Lu, Bin
    Dai, Min
    Zhu, Lan
    CHINESE MEDICAL JOURNAL, 2024, 137 (21) : 2583 - 2589
  • [9] Global and regional trends in the incidence and prevalence of uterine fibroids and attributable risk factors at the national level from 2010 to 2019: A worldwide database study
    Dai Yuxin
    Chen Hongda
    Yu Jing
    Cai Jie
    Lu Bin
    Dai Min
    Zhu Lan
    中华医学杂志英文版, 2024, 137 (21)
  • [10] Global and regional burden of pancreatitis: epidemiological trends, risk factors, and projections to 2050 from the global burden of disease study 2021
    Li, Tianyu
    Qin, Cheng
    Zhao, Bangbo
    Li, Zeru
    Zhao, Yutong
    Lin, Chen
    Wang, Weibin
    BMC GASTROENTEROLOGY, 2024, 24 (01)