Evidence map›Paper›PMID 40101291›Full record

ArticleThe American journal of tropical medicine and hygiene2025

Effect of Socioeconomic Strata and Land Cover on Dengue Hotspots in Medellin, Colombia.

Juliana Pérez-Pérez, John Alexander Pulgarin Diaz, Guillermo Rúa-Uribe, Blas Mola-Yudego, Eric Delmelle, Raúl Rojo, Frank Berninger

Abstract read
In one paragraph

Article in The American journal of tropical medicine and hygiene, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Juliana Pérez-PérezDepartment of Environmental and Biological Sciences, Joensuu Campus, University of Eastern Finland, Joensuu, Finland.
John Alexander Pulgarin DiazSchool of Forest Sciences, University of Eastern Finland, Joensuu, Finland.
Guillermo Rúa-UribeGrupo Entomología Médica, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
Blas Mola-YudegoSchool of Forest Sciences, University of Eastern Finland, Joensuu, Finland.
Eric DelmelleBiostatistics and Health Data Science, Lehigh University, Bethlehem, Pennsylvania.
Raúl RojoPrograma de Control de Vectores, Secretaría de Salud, Alcaldía de Medellín, Medellín, Colombia.
Frank BerningerDepartment of Environmental and Biological Sciences, Joensuu Campus, University of Eastern Finland, Joensuu, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite extensive vector control programs, dengue remains a significant global health challenge, with outbreaks rising worldwide. Effective dengue control requires reinforcing the surveillance systems and using surveillance data to gain a better understanding of dengue dynamics at both spatial and temporal scales. We studied the effect of socioeconomic and land cover on the presence of dengue hotspots in Medellin (Colombia) from 2010 to 2020 and identified recurrent hotspots during severe epidemic (SE), epidemic (E), and non-epidemic (NE) years. We focused on spatial autocorrelation using global and local indicators of spatial association over 40,814 georeferenced dengue cases. Later, we tested if the spatial units identified as hotspots, recurrent hotspots, and non-hotspots were evenly distributed among socioeconomic strata and land cover categories. During the study period, 50% of the dengue cases were concentrated in 26% of the study area. We identified statistically significant hotspots, some recurring for up to 7 years with their spatial patterns differing between SE, E, and NE years, even though some recurred over time. Recurrent hotspots predominantly occurred in low-medium socioeconomic strata and were absent in the highest strata. Also, they predominated in human-made structures. The interaction between socioeconomic factors, land cover, and potentially, the vector presence seems to explain the spatial variation of dengue epidemics and their recurrent hotspots in Medellin.

Indexed as

DengueSocioeconomic FactorsAedesAnimalsColombiaEpidemicsHumansMosquito Vectors

Identifiers

PMID40101291
PMCPMC12139538

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.