Evidence map›Paper›PMID 40489559›Full record

ArticlePLoS neglected tropical diseases2025

Spatio-temporal dynamics of hand, foot and mouth disease in Malaysia, 2009-2019.

Victoria M Cox, Rohani Jahis, Rehan Shuhada Abu Bakar, Noriah Mohd Yusof, Kiroshika Pillay Veel Pilay, Yu Kie Chem, S Selvanesan, Norita Shamsudin, Wes Hinsley, Isobel M Blake and 5 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

15 authors.

Victoria M CoxMRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College, London, United Kingdom.
Rohani JahisDisease Control Division, Ministry of Health, Putrajaya, Malaysia.
Rehan Shuhada Abu BakarNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
Noriah Mohd YusofNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
Kiroshika Pillay Veel PilayNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
Yu Kie ChemNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
S SelvanesanNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
Norita ShamsudinDisease Control Division, Ministry of Health, Putrajaya, Malaysia.
Wes HinsleyMRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College, London, United Kingdom.
Isobel M BlakeMRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College, London, United Kingdom.
Nor Zahrin HasranNational Public Health Laboratory, Ministry of Health, Sungai Buloh, Malaysia.
Norhayati RusliDisease Control Division, Ministry of Health, Putrajaya, Malaysia.
I-Ching SamDepartment of Medical Microbiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Yoke Fun ChanDepartment of Medical Microbiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Margarita Pons-SalortMRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College, London, United Kingdom.ORCID 0000-0001-5597-9285

Funding

Wellcome Trust
6 · The paper itself

Abstract

Hand, foot and mouth disease (HFMD) is endemic in Asia-Pacific. There is geographic variability in the timing of HFMD outbreaks throughout the year across the region, and seasonality becomes less clear towards tropical regions. We used syndromic HFMD case surveillance data from 2009 to 2019 (N = 354,769 cases) to characterise the spatio-temporal dynamics of HFMD in Malaysia, which has a tropical climate, and identify factors associated with transmission. Despite the absence of regular annual seasonal patterns of incidence, HFMD epidemics were highly synchronised across districts within Peninsular and East Malaysia, but less so between the two regions. Median estimates of the state-level daily effective reproduction number (Rt) ranged from 0.47 to 1.54. Meteorological factors were found to have a small effect on HFMD transmission compared to the depletion of susceptibles (as a proxy for population immunity) and school closures, likely due to the low seasonal weather variability across the year. Studies using wider spatial scales covering a diversity of climate regions are needed to identify meteorological factors determining the timing of HFMD epidemics across Asia-Pacific countries.

Indexed as

Hand, Foot and Mouth DiseaseChildChild, PreschoolDisease OutbreaksFemaleHumansIncidenceInfantMalaysiaMaleSeasonsSpatio-Temporal Analysis

Identifiers

PMID40489559
PMCPMC12180618

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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.