Satellite images that capture short-term changes in population size in communities in developing countries could help vaccination campaigns achieve more complete coverage and aid in preventing disease outbreaks.
Vaccination campaigns supplement routine immunization but often fail to achieve coverage goals due to uncertainty about target population size and distribution. Short-term fluctuations in population can significantly impact population size and susceptibility.
Recently, researchers at Penn State University used satellite imagery of nighttime lights in Niamey, Niger, to quantify population fluctuations, and the coverage achieved by a vaccination campaign conducted in response to a measles outbreak. They found that vaccine coverage was overestimated because the campaign underestimated resident numbers, and seasonal migration further increased the target population.
The team’s retrospective estimates closely matched actual measurements of the campaign coverage that were made following the outbreak, demonstrating that satellite imagery can improve retrospective estimates of vaccination campaign impact and aid in synchronizing future interventions with predictable population fluxes.
With the satellite data, the effectiveness of vaccination campaigns can be maximized by coordinating the campaign with predictable seasonal peaks in population size in the cities, expanding the reach of the campaign to many people who might otherwise have been missed.
The researchers also showed that estimates of population fluctuations based on satellite images of nighttime lights in two other cities in Niger, Maradi and Zinder, could be used to coordinate vaccination campaigns and other public health interventions even when detailed vaccination records or disease case studies were not available.
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Using technology to map out and better understand the fluctuation in third world countries can extend the reach of organizations that are going into these countries to administer much-needed vaccines. Putting feet on the ground is labor intensive and expensive. Utilizing the eye in the sky could significantly reduce the number of man-hours spent in collecting research, and increasing the amount of vaccines that reach the people who are in such need.
“There’s a lot of discussion about the difficulty of reaching the ‘last mile,’ those people who are well beyond the reach of the conventional health system,” said professor Matthew Ferrari. “But if we recognize that the ‘last mile’ is a moving target because populations are constantly in flux, then we can target efforts in ways to make more efficient use of limited public health resources. Remote measures, like satellite imagery, allow us to make pretty rapid assessment of regular movements that could lead to better targeting — it doesn’t replace ‘boots on the ground’ evaluation, but it could go a long way to helping to prioritize efforts.”
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