Evidence map›Paper›PMID 26820752›Full record

ArticlePLoS neglected tropical diseases2016

Human Leptospirosis Infection in Fiji: An Eco-epidemiological Approach to Identifying Risk Factors and Environmental Drivers for Transmission.

Colleen L Lau, Conall H Watson, John H Lowry, Michael C David, Scott B Craig, Sarah J Wynwood, Mike Kama, Eric J Nilles

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
68citing papers in PubMed, 4 pooled it
16.7field-weighted citation impact, top 1% of its field
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

68 citing papers in PubMed, 4 syntheses or guidelines pooled it, 155 citations in OpenAlex.

  1. Drivers of humanEpidemiology and infection · 2024
    Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Article
  6. Review
  7. Article
  8. Climate sensitivity is widely but unevenly spread across zoonotic diseases.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Review
  10. Human leptospirosis in the central division of Fiji: a retrospective epidemiological study.Transactions of the Royal Society of Tropical Medicine and Hygiene · 2025
    Article
  11. Article
  12. Article
  13. Review
  14. Review
  15. Article
  16. Article
  17. Review
  18. Bacteriological and Serological Investigation of Leptospirosis in Dogs and Pigs in Palau.The American journal of tropical medicine and hygiene · 2024
    Article
  19. Article
  20. Article

8 more citing papers are in PubMed but not listed here.

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

8 authors at 5 institutions in 3 countries.

Colleen L LauChildren's Health and Environment Program, Centre for Child Health Research, The University of Queensland, Brisbane, Australia.
Conall H WatsonCentre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom.
John H LowrySchool of Geography, Earth Science and Environment, University of the South Pacific, Suva, Fiji.
Michael C DavidQueensland Children's Medical Research Institute, Brisbane, Australia.
Scott B CraigWHO/FAO/OIE Collaborating Centre for Reference and Research on Leptospirosis, Forensic and Scientific Services, Health Support Queensland, Department of Health, Brisbane, Australia.
Sarah J WynwoodWHO/FAO/OIE Collaborating Centre for Reference and Research on Leptospirosis, Forensic and Scientific Services, Health Support Queensland, Department of Health, Brisbane, Australia.
Mike KamaFiji Centre for Communicable Disease Control, Ministry of Health, Suva, Fiji.
Eric J NillesDivision of Pacific Technical Support, World Health Organization, Suva, Fiji.
Queensland Children’s Medical Research Institute · AUQueensland Health · AUUniversity of the South Pacific · FJLondon School of Hygiene & Tropical Medicine · GBMinistry Of Health · FJ

Funding

Medical Research Council MR/J003999/1
6 · The paper itself

Abstract

Leptospirosis is an important zoonotic disease in the Pacific Islands. In Fiji, two successive cyclones and severe flooding in 2012 resulted in outbreaks with 576 reported cases and 7% case-fatality. We conducted a cross-sectional seroprevalence study and used an eco-epidemiological approach to characterize risk factors and drivers for human leptospirosis infection in Fiji, and aimed to provide an evidence base for improving the effectiveness of public health mitigation and intervention strategies. Antibodies indicative of previous or recent infection were found in 19.4% of 2152 participants (81 communities on the 3 main islands). Questionnaires and geographic information systems data were used to assess variables related to demographics, individual behaviour, contact with animals, socioeconomics, living conditions, land use, and the natural environment. On multivariable logistic regression analysis, variables associated with the presence of Leptospira antibodies included male gender (OR 1.55), iTaukei ethnicity (OR 3.51), living in villages (OR 1.64), lack of treated water at home (OR 1.52), working outdoors (1.64), living in rural areas (OR 1.43), high poverty rate (OR 1.74), living <100m from a major river (OR 1.41), pigs in the community (OR 1.54), high cattle density in the district (OR 1.04 per head/sqkm), and high maximum rainfall in the wettest month (OR 1.003 per mm). Risk factors and drivers for human leptospirosis infection in Fiji are complex and multifactorial, with environmental factors playing crucial roles. With global climate change, severe weather events and flooding are expected to intensify in the South Pacific. Population growth could also lead to more intensive livestock farming; and urbanization in developing countries is often associated with urban and peri-urban slums where diseases of poverty proliferate. Climate change, flooding, population growth, urbanization, poverty and agricultural intensification are important drivers of zoonotic disease transmission; these factors may independently, or potentially synergistically, lead to enhanced leptospirosis transmission in Fiji and other similar settings.

Indexed as

Epidemiologic MethodsAdolescentAdultAnimalsAntibodies, BacterialCattleCattle DiseasesClimate ChangeCross-Sectional StudiesEcosystemEnvironmentFemaleFijiHumansLeptospiraLeptospirosisAntibodies, Bacterial

Identifiers

PMID26820752
PMCPMC4731082
OpenAlexW2252925073

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.