Evidence map›Paper›PMID 42898338›Full record

ArticleFrontiers in public health2026

Spatiotemporal trends in leptospirosis in the Philippines: a 10-year national surveillance analysis in a One Health and climate-related context.

Khristine Sandoval, Lanieleen Jerah Mae Arroyo, Nico Bravo, Allyana Villa, Christopher Allan Reballos

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

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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

5 authors.

Khristine SandovalNational University, Pasay City, Philippines.
Lanieleen Jerah Mae ArroyoNational University, Pasay City, Philippines.
Nico BravoNational University, Pasay City, Philippines.
Allyana VillaNational University, Pasay City, Philippines.
Christopher Allan ReballosNational University, Pasay City, Philippines.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Leptospirosis remains an important zoonotic disease in the Philippines, yet its long-term national and regional epidemiological patterns and implications for surveillance remain insufficiently characterized. This study aimed to (1) characterize temporal and spatial trends in reported human leptospirosis incidence in the Philippines from 2015 to 2024; (2) situate Philippine trends within the global epidemiological context; (3) interpret national and regional patterns through a One Health-informed perspective; and (4) examine their implications for surveillance and public health policy. Methods: A retrospective analysis of reported human leptospirosis cases and population data from 2015 to 2024 was conducted across Philippine regions. Incidence rates were calculated and temporal and regional variations were assessed using negative binomial regression with a log link and a maximum-likelihood-estimated dispersion parameter, using an offset for population. Candidate models (Poisson, negative binomial with fixed dispersion, negative binomial with estimated dispersion) were compared using deviance and Pearson dispersion ratios, the Akaike Information Criterion (AIC), and the Bayesian Information Criterion (BIC). The observed epidemiological patterns were interpreted in relation to established environmental and reservoir-related mechanisms reported in previous literature, without directly modeling animal, rainfall, or other hydrometeorological variables. Results: A negative binomial regression model with an estimated dispersion parameter ( Conclusion: Reported human leptospirosis incidence in the Philippines exhibited significant temporal and spatial heterogeneity from 2015 to 2024, with a sustained higher national incidence beginning in 2022 and distinct regional risk profiles. These findings are consistent with the substantial burden of leptospirosis reported globally in tropical and subtropical settings and support a One Health-informed interpretation of the disease within the human-animal-environment interface. Environmental, hydrometeorological, and reservoir-related mechanisms may provide plausible contextual explanations based on previous evidence but were not directly evaluated in this study. The findings support regionally targeted surveillance and interventions, strengthened multisectoral coordination, and future integration of human, animal, environmental, and hydrometeorological data to improve leptospirosis risk assessment and early-warning capacity.

Indexed as

ClimateLeptospirosisAnimalsHumansIncidencePhilippinesRetrospective StudiesSpatio-Temporal AnalysisZoonosesepidemiologyleptospirosisPhilippinesspatial trendstemporal trends

Identifiers

PMID42898338
PMCPMC13677825

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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.