Evidence map›Paper›PMID 42571516›Full record

ArticleCureus2026

A Clinical and Operational Preparedness Framework for Dengue in Colombia: Integrating Surveillance, Clinical Response, Prevention, and Health System Planning.

Alejandro Rodriguez Bobadilla, Paola Andrea Mejía Ladino, Sergio Alonso Bobadilla Ocampo, Ingrid Carolina Bobadilla Ocampo, Juan José Hennessey Hernandez

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Alejandro Rodriguez BobadillaInfectious Diseases, Universidad de Compensar, Bogotá, COL.
Paola Andrea Mejía LadinoBiomedical Engineering, Universidad de Compensar, Bogotá, COL.
Sergio Alonso Bobadilla OcampoGeneral Practice, Fundación Universitaria Juan N. Corpas, Bogotá, COL.
Ingrid Carolina Bobadilla OcampoGeneral Practice, Fundación Universitaria Juan N. Corpas, Bogotá, COL.
Juan José Hennessey HernandezBiomedical Engineering, Universidad de Compensar, Bogotá, COL.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dengue is an arboviral disease of major public health relevance in Colombia, where recurrent endemic-epidemic transmission intersects with climatic variability, urbanization, population mobility, co-circulation of viral serotypes and lineages, seasonal healthcare pressure, and substantial direct and indirect costs. Although dengue prevention and response in Colombia include epidemiological surveillance, clinical diagnosis, management of warning signs, vector-control activities, outbreak response, and assessment of preventive interventions, these components may be implemented unevenly across territories and may remain insufficiently integrated with health system planning, operational readiness, and economic risk assessment. This technical report proposes an evidence-informed conceptual preparedness framework for dengue in Colombia. The framework was developed through a structured narrative synthesis of peer-reviewed evidence, preparedness-oriented guidance, and Colombia-specific epidemiological, clinical, operational, and health system considerations. It is intended to complement, rather than replace, existing dengue surveillance, prevention, and response strategies by organizing decision points across five interrelated domains: surveillance-to-action, risk-stratified clinical triage, adaptive vector control, contextual vaccination assessment, and healthcare response capacity. A cross-cutting economic risk-mapping component is included to identify relevant cost domains and potential pathways of preventable burden related to outpatient care, hospitalization, productivity loss, outbreak response, severe disease, and healthcare service saturation, without constituting a formal economic evaluation. The framework emphasizes territorial prioritization, timely translation of risk signals into action, early recognition of patients at risk of progression, alignment between community-based interventions and healthcare capacity, and contextual assessment of emerging tools such as tetravalent dengue vaccines and Wolbachia-based vector strategies. It also recognizes implementation constraints, including data interoperability, laboratory and genomic capacity, workforce availability, territorial inequities, financing, pharmacovigilance, governance, and feasibility of local adoption. Future evaluation should assess operational indicators such as signal-to-alert time, triage performance, severe dengue incidence, hospitalization, healthcare resource utilization, stock availability, equity, and cost-effectiveness. In heterogeneous endemic settings, this conceptual framework may support more coordinated dengue preparedness; however, its operational usefulness, economic value, scalability, and policy relevance require stakeholder validation, territorial adaptation, pilot implementation, and prospective evaluation.

Indexed as

clinical triagecolombiadenguedengue vaccinationeconomic burdenepidemiological surveillancehealth system preparednessvector control

Identifiers

PMID42571516
PMCPMC13452369

What OpenQuestion holds

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LicenceCC BY
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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.