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

被引:13
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.
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页数:14
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共 74 条
  • [61] Building a tuberculosis-free world: The Lancet Commission on tuberculosis
    Reid, Michocd J. A.
    Arinaminpathy, Nimalan
    Bloom, Amy
    Bloom, Burry R.
    Boehm, Cothurino
    Chaisson, Richard
    Chin, Daniel P.
    Churchyard, Gavin
    Cox, Helen
    Ditiu, Lucica
    Dybul, Mark
    Farrar, Jeremy
    Fauci, Anthony S.
    Fekodu, Endalkachew
    Fujiwara, Paula I.
    Hallett, Timothy B.
    Hanson, Christy L.
    Harrington, Mark
    Herbert, Nick
    Hopewell, Philip C.
    Ikeda, Chieko
    Jamison, Dean T.
    Khan, Aamir J.
    Koek, Irene
    Krishnan, Nalini
    Motsoaledi, Aaron
    Pai, Madhukar
    Raviglione, Mario C.
    Sharman, Almaz
    Small, Peter M.
    Swaminathan, Soumya
    Temesgen, Zelalem
    Vassall, Arum
    Venkatesan, Nandita
    van Weezenbeek, Kitty
    Yamey, Gavin
    Agins, Bruce D.
    Arexandru, Sofia
    Andrews, Jason R.
    Beyeler, Naomi
    Bivol, Stela
    Brigden, Grania
    Cattamanchi, Adithya
    Cazabon, Danielle
    Crudu, Valeriu
    Daftary, Amrita
    Dewan, Puneet
    Doepel, Laurie K.
    Eisinger, Robert W.
    Fan, Victoria
    [J]. LANCET, 2019, 393 (10178) : 1331 - 1384
  • [62] Food for thought: addressing undernutrition to end tuberculosis
    Sinha, Pranay
    Lonnroth, Knut
    Bhargava, Anurag
    Heysell, Scott K.
    Sarkar, Sonali
    Salgame, Padmini
    Rudgard, William
    Boccia, Delia
    Van Aartsen, Daniel
    Hochberg, Natasha S.
    [J]. LANCET INFECTIOUS DISEASES, 2021, 21 (10) : E318 - E325
  • [63] Reducing the burden of TB among migrants to low TB incidence countries
    Spruijt, I.
    Erkens, C.
    Greenaway, C.
    Mulder, C.
    Raviglione, M.
    Villa, S.
    Zenner, D.
    Lonnroth, K.
    [J]. INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE, 2023, 27 (03) : 182 - +
  • [64] Tobing K, 2021, Int J Innov Creat Change, V15, P332, DOI [10.53333/IJICC2013/15941, DOI 10.53333/IJICC2013/15941]
  • [65] Tuberculosis (TB), About us
  • [66] Wallace D., 2022, Essays on Strategy and Public Health: the systematic reconfiguration of Power relations, P167, DOI [10.1007/978-3-030-83578-1_8, DOI 10.1007/978-3-030-83578-1_8]
  • [67] Waller Lance A., 2004, Applied spatial statistics for public health data, DOI DOI 10.1002/0471662682
  • [68] Global trends, regional differences and age distribution for the incidence of HIV and tuberculosis co-infection from 1990 to 2019: results from the global burden of disease study 2019
    Wang, Yaping
    Jing, Wenzhan
    Liu, Jue
    Liu, Min
    [J]. INFECTIOUS DISEASES, 2022, 54 (11) : 773 - 783
  • [69] Migrant health literacy in the European Union: A systematic literature review
    Ward, Markia
    Kristiansen, Maria
    Sorensen, Kristine
    [J]. HEALTH EDUCATION JOURNAL, 2019, 78 (01) : 81 - 95
  • [70] World Bank, 2022, Upper Middle Income