Evidence map›Paper›PMID 41874143›Full record

ArticleInfectious disease reports2026

Post-COVID-19 Rabies Surveillance and Risk Factors in Rural Eastern Cape, South Africa: A One Health Perspective.

Sithabile Moso, Laston Gonah, Mojisola Clara Hosu, Ntandazo Dlatu, Teke Apalata, Lindiwe Modest Faye

Abstract read
In one paragraph

Article in Infectious disease reports, 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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0citing papers in PubMed
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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

6 authors.

Sithabile MosoOne Health and Neglected Tropical Diseases Research Group, School of Laboratory Medicine and Pathology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.
Laston GonahSchool of Public Health, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.ORCID 0000-0001-6070-2176
Mojisola Clara HosuOne Health and Neglected Tropical Diseases Research Group, School of Laboratory Medicine and Pathology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.ORCID 0000-0002-0388-787X
Ntandazo DlatuWalter Sisulu Institute for Clinical Governance, Healthcare Administration, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.
Teke ApalataOne Health and Neglected Tropical Diseases Research Group, School of Laboratory Medicine and Pathology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.ORCID 0000-0002-1329-3864
Lindiwe Modest FayeOne Health and Neglected Tropical Diseases Research Group, School of Laboratory Medicine and Pathology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha 5099, South Africa.ORCID 0000-0002-7308-4239

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRabies remains a neglected zoonotic disease in South Africa, particularly in rural areas where surveillance weaknesses, behavioral gaps, and limited One Health coordination persist.

objectivesThis study assessed rabies surveillance, behavioral risk factors, and system responsiveness in two rural Eastern Cape communities, with a focus on post-pandemic resilience within a One Health framework.

methodsA cross-sectional, community-based pilot study was conducted among 109 residents using structured questionnaires to collect data on demographics, rabies awareness, vaccination practices, and service disruptions. Descriptive, bivariate, and multivariate analyses identified predictors of dog-bite exposure and pet vaccination. Machine learning models (Decision Tree and Random Forest) were applied to explore risk hierarchies. A composite Surveillance Gap Index (SGI) was developed to integrate behavioral and systemic indicators.

resultsWhile 88% of participants were aware of rabies, only 35% attended awareness campaigns. Dog-bite exposure affected 51% of households, with significantly higher risk among males (aOR = 4.33;

conclusionsIntegrating behavioral insights and predictive analytics into One Health strategies can strengthen rabies surveillance and support progress toward eliminating human rabies by 2030.

Indexed as

behavioral determinantsCOVID-19dog bitesEastern CapeOne Healthpredictive modelingrabiessurveillance

Identifiers

PMID41874143
PMCPMC13010760

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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.