Evidence map›Paper›PMID 33606671›Full record

ArticlePLoS neglected tropical diseases2021

The intersection of land use and human behavior as risk factors for zoonotic pathogen exposure in Laikipia County, Kenya.

Joseph Kamau, Elizabeth Ashby, Lindsey Shields, Jennifer Yu, Suzan Murray, Megan Vodzak, Allan Ole Kwallah, Peris Ambala, Dawn Zimmerman

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.4field-weighted citation impact, top 19% 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

6 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Agroecology influencesHeliyon · 2022
    Article
  6. Article
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

9 authors at 6 institutions in 2 countries.

Joseph KamauInstitute of Primate Research, Nairobi, Kenya.
Elizabeth AshbyDepartment of Environmental Science and Policy, George Mason University, Fairfax, Virginia, United States of America.
Lindsey ShieldsPATH, Washington, DC, United States of America.ORCID 0000-0002-4702-702X
Jennifer YuGlobal Health Program, Smithsonian Conservation Biology Institute, Smithsonian Institution, Washington, DC, United States of America.ORCID 0000-0002-4176-6825
Suzan MurrayGlobal Health Program, Smithsonian Conservation Biology Institute, Smithsonian Institution, Washington, DC, United States of America.
Megan VodzakGlobal Health Program, Smithsonian Conservation Biology Institute, Smithsonian Institution, Washington, DC, United States of America.ORCID 0000-0002-8000-2182
Allan Ole KwallahKenya Medical Research Institute, Nairobi, Kenya.ORCID 0000-0002-6459-3904
Peris AmbalaInstitute of Primate Research, Nairobi, Kenya.ORCID 0000-0002-5113-7643
Dawn ZimmermanGlobal Health Program, Smithsonian Conservation Biology Institute, Smithsonian Institution, Washington, DC, United States of America.ORCID 0000-0001-7003-5258
Smithsonian Institution · USGeorge Mason University · USInstitute of Primate Research · KEKenya Medical Research Institute · KEKenyatta University · KEProgram for Appropriate Technology in Health · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A majority of emerging infectious diseases (EIDs) are zoonotic, mainly caused through spillover events linked to human-animal interactions. We conducted a survey-based human behavioral study in Laikipia County, Kenya, which is characterized by a dynamic human-wildlife-livestock interface. Questionnaires that assessed human-animal interactions, sanitation, and illnesses experienced within the past year were distributed to 327 participants among five communities in Laikipia. This study aimed to 1) describe variation in reported high-risk behaviors by community type and 2) assess the relationship between specific behaviors and self-reported illnesses. Behavioral trends were assessed in R via Fisher's exact tests. A generalized linear mixed model with Lasso penalization (GLMMLasso) was used to assess correlations between behaviors and participants' self-reported illness within the past year, with reported behaviors as independent variables and reported priority symptoms as the outcome. Reported behaviors varied significantly among the study communities. Participants from one community (Pastoralist-1) were significantly more likely to report eating a sick animal in the past year (p< 0.001), collecting an animal found dead to sell in the past year (p<0.0001), and not having a designated location for human waste (p<0.0001) when compared to participants from other communities. The GLMMLasso revealed that reports of an ill person in the household in the past year was significantly associated with self-reported illness. Sixty-eight percent of participants reported that bushmeat is available within the communities. Our study demonstrates community-level variation in behaviors that may influence zoonotic pathogen exposure. We further recommend development of targeted studies that explore behavioral variations among land use systems in animal production contexts.

Indexed as

Communicable Diseases, EmergingZoonosesAdolescentAnimalsAnimals, WildChildFemaleHumansKenyaLivestockMaleRisk FactorsSanitationSurveys and Questionnaires

Identifiers

PMID33606671
PMCPMC7894889
OpenAlexW3132679512

What OpenQuestion holds

Textmetadata
LicenceCC0
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.