Spatio - temporal modelling assessing the burden of malaria in affected low and middle-income countries: a scoping review

@article{Odhiambo2018SpatioT,
  title={Spatio - temporal modelling assessing the burden of malaria in affected low and middle-income countries: a scoping review},
  author={Julius Nyerere Odhiambo and Benn Sartorius},
  journal={BMJ Open},
  year={2018},
  volume={8}
}
Introduction Spatio - temporal modelling of malaria has proven to be a valuable tool for forecasting as well as control and elimination activities. This has been triggered by an increasing availability of spatially indexed data, enabling not only the characterisation of malaria at macrospatial and microspatial levels but also the development of geospatial techniques and tools that enable health policy planners to use these available data more effectively. However, there has been little… 

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References

SHOWING 1-10 OF 39 REFERENCES

Re-examining environmental correlates of Plasmodium falciparum malaria endemicity: a data-intensive variable selection approach

TLDR
This analysis represents the first effort to systematically audit covariate utility for malaria mapping and then derive an objective, empirically based set of environmental covariates for modeling PfPR.

Quantifying Aggregated Uncertainty in Plasmodium falciparum Malaria Prevalence and Populations at Risk via Efficient Space-Time Geostatistical Joint Simulation

TLDR
This study illustrates how MBG approaches, already at the forefront of infectious disease mapping, can be extended to provide large-scale aggregate measures appropriate for decision-makers.

Modelling the effect of malaria endemicity on spatial variations in childhood fever, diarrhoea and pneumonia in Malawi

TLDR
The analysis suggests some similarities in subdistrict-specific spatial variation of childhood morbidities of fever, diarrhoea and pneumonia might be a result of shared and overlapping risk factors, one of which is malaria endemicity.

Space and time clustering of mortality in rural South Africa (Agincourt HDSS), 1992–2007

TLDR
This study has highlighted distinct clusters of all-cause and cause-specific mortality within the Agincourt subdistrict for targeting of public health interventions, and highlighted areas for further research.

Models to predict the intensity of Plasmodium falciparum transmission: applications to the burden of disease in Kenya.

  • R. SnowE. Gouws J. Ouma
  • Medicine
    Transactions of the Royal Society of Tropical Medicine and Hygiene
  • 1998

Malaria prevalence metrics in low- and middle-income countries: an assessment of precision in nationally-representative surveys

TLDR
It is suggested that the estimated sample sizes for the current nationally-representative surveys increases with declining malaria prevalence, and the importance of defining indicator-relevant sample sizes to achieve the required precision in the current national surveys is highlighted.

The associations between malaria, interventions, and the environment: a systematic review and meta-analysis

TLDR
Poor statistical reporting and a lack of common metrics were important challenges for this review, which must be addressed to ensure reproducibility and quality research.

Bayesian geostatistical modelling for mapping schistosomiasis transmission

TLDR
It is concluded that geostatistical ZI models produce more accurate maps of helminth infection intensity than the spatial negative binomial ones.