Back to Search
Start Over
Environmental and social determinants of population vulnerability to Zika virus emergence at the local scale
- Source :
- Parasites & Vectors, Vol 11, Iss 1, Pp 1-13 (2018), Parasites & Vectors
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- Background Zika virus (ZIKV) spread rapidly in the Americas in 2015. Targeting effective public health interventions for inhabitants of, and travellers to and from, affected countries depends on understanding the risk of ZIKV emergence (and re-emergence) at the local scale. We explore the extent to which environmental, social and neighbourhood disease intensity variables influenced emergence dynamics. Our objective was to characterise population vulnerability given the potential for sustained autochthonous ZIKV transmission and the timing of emergence. Logistic regression models estimated the probability of reporting at least one case of ZIKV in a given municipality over the course of the study period as an indicator for sustained transmission; while accelerated failure time (AFT) survival models estimated the time to a first reported case of ZIKV in week t for a given municipality as an indicator for timing of emergence. Results Sustained autochthonous ZIKV transmission was best described at the temporal scale of the study period (almost one year), such that high levels of study period precipitation and low mean study period temperature reduced the probability. Timing of ZIKV emergence was best described at the weekly scale for precipitation in that high precipitation in the current week delayed reporting. Both modelling approaches detected an effect of high poverty on reducing/slowing case detection, especially when inter-municipal road connectivity was low. We also found that proximity to municipalities reporting ZIKV had an effect to reduce timing of emergence when located, on average, less than 100 km away. Conclusions The different modelling approaches help distinguish between large temporal scale factors driving vector habitat suitability and short temporal scale factors affecting the speed of spread. We find evidence for inter-municipal movements of infected people as a local-scale driver of spatial spread. The negative association with poverty suggests reduced case reporting in poorer areas. Overall, relatively simplistic models may be able to predict the vulnerability of populations to autochthonous ZIKV transmission at the local scale. Electronic supplementary material The online version of this article (10.1186/s13071-018-2867-8) contains supplementary material, which is available to authorized users.
- Subjects :
- Logistic regression model
Risk analysis
030231 tropical medicine
Population
Vulnerability
Mosquito Vectors
Environment
Colombia
Risk Assessment
lcsh:Infectious and parasitic diseases
Zika virus
law.invention
03 medical and health sciences
Zika
0302 clinical medicine
Public health surveillance
law
Animals
Humans
lcsh:RC109-216
030212 general & internal medicine
Social determinants of health
Social Change
Epidemics
education
Neighbourhood (mathematics)
Travel
education.field_of_study
Poverty
biology
Zika Virus Infection
Research
Zika Virus
biology.organism_classification
Logistic Models
Infectious Diseases
Transmission (mechanics)
Environmental determinants
Parasitology
Public Health
Accelerated failure time survival model
Americas
Social bias
Demography
Subjects
Details
- ISSN :
- 17563305
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Parasites & Vectors
- Accession number :
- edsair.doi.dedup.....ee9752f4662c21844be0a42318af7ec2
- Full Text :
- https://doi.org/10.1186/s13071-018-2867-8