ArticleInfectious diseases of poverty2018
Spatiotemporal distribution and predictors of tuberculosis incidence in Morocco.
Article in Infectious diseases of poverty, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Geo-spatial high-risk clusters of Tuberculosis in the global general population: a systematic review.BMC public health · 2023Pooled it
- Environmental-demographic determinants associated with tuberculosis prevalence in seven African countries: an aggregated dataset analysis.EClinicalMedicine · 2026Article
- Epidemiological Analysis of Tuberculosis in Nakfa District, Eritrea: A 14 Year Spatiotemporal Study and Implications for TB Control.Infection and drug resistance · 2026Article
- Spatiotemporal patterns of tuberculosis in urban slums and urban-rural transition zones: evidence from Tétouan, Morocco, 2019-2023.PLOS global public health · 2026Article
- Article
- Geographic mapping and spatiotemporal patterns of tuberculosis in Libya within ten years' period (2015 to 2024).Frontiers in epidemiology · 2025Article
- Modeling tuberculosis transmission flow in China, 2010-2012.BMC infectious diseases · 2024Article
- Ecological-level factors associated with tuberculosis incidence and mortality: A systematic review and meta-analysis.PLOS global public health · 2024Article
- Epidemiological Characteristics and Spatial-Temporal Analysis of Tuberculosis at the County-Level in Shandong Province, China, 2016-2020.Tropical medicine and infectious disease · 2022Article
- Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China.BMC infectious diseases · 2022Article
- Tuberculosis in the middle of COVID-19 in Morocco: efforts, challenges and recommendations.Tropical medicine and health · 2021Article
- Temperature and humidity associated with increases in tuberculosis notifications: a time-series study in Hong Kong.Epidemiology and infection · 2020Article
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2 authors.
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Abstract
backgroundTuberculosis (TB) is a major health problem in Morocco. This study aims at examining trends in TB in Morocco and identifying TB spatial clusters and TB-associated predictors.
methodCountry-level surveillance data was exploited. Kendall's correlation test was used to examine trends and an exploratory spatial data analysis was conducted to assess the global and local patterns of spatial autocorrelation in TB rates (Moran's I and local indicator of spatial association [LISA]) at the prefecture/province level. Covariates including living in a prefecture versus living in a province, annual rainfall, annual mean temperature, population density, and AIDS incidence were controlled. An ordinary least squares regression was thus performed and both spatial dependence and heteroscedasticity were assessed.
resultsA decrease in TB incidence rate was seen between 1995 and 2014 (Kendall's tau b = - 0.72; P < 0.0001). However, while the period between 2005 and 2014 (10 last years) was considered, TB rate remained stable and as high as 84 per 100 000 population per year (95% CI: 83.7-84.3). The highest incidence rates were seen in Tanger-Assilah, Fez, Tetouen-M'diq Fnidaq, Inezgane Ait Melleoul, and Casablanca. From 2005 to 2014, while TB incidence rate was stable in Fez (P = 0.500), Tetouen-M'diq Fnidaq (P = 0.300), Casablanca (P = 0.500), Mohammadia (P = 0.146), Al Hoceima (P = 0.364), and Guelmim (P = 0.242), an increase in TB incidence rate was seen in Tanger-Assilah (Kendall's tau = 0.49; P = 0.023) and a decrease in Salé (Kendall's tau b = - 0,54; P = 0.014) and Inezgane-Ait Melloul (Kendall's tau b = - 0,67; P = 0.0023). TB is strongly clustered in space (P-values of Moran's I < 0.01). Two distinct spatial regimes that affect TB spatial clustering were identified (east and west). In the east, both annual rainfall (P = 0.003) and AIDS (P = 0.0002) exert a statistically significant effect on TB rate. In the west, only the living area (prefecture versus province) was associated with TB rate (P = 0.048).
conclusionsNew information on TB incidence and TB-related predictors was provided to decision-making and to further pertinent research. Association between annual rainfall and TB may be of interest to be explored elsewhere.
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