Evidence map›Paper›PMID 38741103›Full record

ArticleInternational journal of health geographics2024

Analysing the outbreaks of leptospirosis after floods in Kerala, India.

Oluwafemi John Ifejube, Sekhar L Kuriakose, T S Anish, Cees van Westen, Justine I Blanford

Abstract read
In one paragraph

Article in International journal of health geographics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Postflood Leptospirosis Outbreak Response Due toOpen forum infectious diseases · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. The Role of Hydrometeorological Factors in Leptospirosis Transmission in Central Java, Indonesia.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2025
    Article
  8. Article
  9. Review
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.

Oluwafemi John IfejubeGeo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands. ifejubejohn@gmail.com.ORCID 0000-0003-3258-9561
Sekhar L KuriakoseKerala State Disaster Management Authority (KSDMA), Thiruvananthapuram, Kerala, India.
T S AnishGovernment Medical College, Malappuram, Kerala, India.ORCID 0000-0002-6957-5895
Cees van WestenGeo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands.ORCID 0000-0002-2992-902X
Justine I BlanfordGeo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands.ORCID 0000-0003-0844-9390

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A growing number of studies have linked the incidence of leptospirosis with the occurrence of flood events. Nevertheless, the interaction between flood and leptospirosis has not been extensively studied to understand the influence of flood attributes in inducing new cases. This study reviews leptospirosis cases in relation to multiple flood occurrences in Kerala, India. Leptospirosis data were obtained for three years: 2017 (non-flood year) and two years with flooding-2018 (heavy flooding) and 2019 (moderate flooding). We considered the severity of flood events using the discharge, duration and extent of each flooding event and compared them with the leptospirosis cases. The distribution of cases regarding flood discharge and duration was assessed through descriptive and spatiotemporal analyses, respectively. Furthermore, cluster analyses and spatial regression were completed to ascertain the relationship between flood extent and the postflood cases. This study found that postflood cases of leptospirosis can be associated with flood events in space and time. The total cases in both 2018 and 2019 increased in the post-flood phase, with the increase in 2018 being more evident. Unlike the 2019 flood, the flood of 2018 is a significant spatial indicator for postflood cases. Our study shows that flooding leads to an increase in leptospirosis cases, and there is stronger evidence for increased leptospirosis cases after a heavy flood event than after a moderate flooding event. Flood duration may be the most important factor in determining the increase in leptospirosis infections.

Indexed as

Disease OutbreaksFloodsLeptospirosisHumansIncidenceIndiaSpatio-Temporal AnalysisAssessmentClimateDisasterEpidemiologyFloodIncidenceLeptospirosisOutbreak

Identifiers

PMID38741103
PMCPMC11092194

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.