Zixuan Yao , Sukhyun Ryu , Yiu Chung Lau , Kok Yin Eugene Chan , Jiaming Xiong , Taegu Kim , Seunghyeon Lee , Lin Wang , Linyan Li , Peng Wu , Benjamin J. Cowling , Sheikh Taslim Ali
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In this study, we investigated the impacts of various drivers of HFMD transmission and seasonality across two distinct climatic locations: Hong Kong (a subtropical city) and South Korea (a temperate country).</div></div><div><h3>Methods</h3><div>We collected weekly surveillance data for HFMD in Hong Kong and South Korea during 2010–2019 and inferred the instantaneous reproduction number (<span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span>) to measure the time-varing transmissibility of HFMD. Univariate regression models were employed to examine the associations between transmissibility and meteorological and social drivers. Additionnaly, multivariate regressions with lag analyses were conducted to quantify the impcats of different intrinsic and extrinsic drivers on transmissibility (<span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span>) and their seasonality.</div></div><div><h3>Findings</h3><div>We identified the depletion of susceptible and inter-seasonal factors as key intrinsic drivers for HFMD transmissibility and seasonality, explaining 30 % and 70 % of variance in <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span> in Hong Kong and South Korea, respectively. Temperature, absolute humidity and school closures were significant extrinsic drivers explaining up to an additional 10 % −13 % variance in <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span> in both locations. A non-linear inverted U-shaped form of association for temperature and absolute humidity with HFMD transmissibility improved model predictions, explaining up to 7–8 % variability of the transmissibility individually in both locations.</div></div><div><h3>Interpretation</h3><div>Seasonal transmission patterns of HFMD in two different locations in Hong Kong and South Korea were driven by depletion of susceptible individuals and inverted U-shaped associations with temperature and absolute humidity.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"18 12","pages":"Article 102963"},"PeriodicalIF":4.0000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environmental and social driving factors in shaping the transmissibility and seasonality of hand, foot, and mouth disease (HFMD) in South Korea and Hong Kong\",\"authors\":\"Zixuan Yao , Sukhyun Ryu , Yiu Chung Lau , Kok Yin Eugene Chan , Jiaming Xiong , Taegu Kim , Seunghyeon Lee , Lin Wang , Linyan Li , Peng Wu , Benjamin J. Cowling , Sheikh Taslim Ali\",\"doi\":\"10.1016/j.jiph.2025.102963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Hand, foot, and mouth disease (HFMD) is a common contagious viral illness that primarily affects young children. It typically occurs seasonally, with a peak during spring or summer in temperate regions. However, its transmission patterns are less regular in the tropics and subtropics with year-round circulation. In this study, we investigated the impacts of various drivers of HFMD transmission and seasonality across two distinct climatic locations: Hong Kong (a subtropical city) and South Korea (a temperate country).</div></div><div><h3>Methods</h3><div>We collected weekly surveillance data for HFMD in Hong Kong and South Korea during 2010–2019 and inferred the instantaneous reproduction number (<span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span>) to measure the time-varing transmissibility of HFMD. Univariate regression models were employed to examine the associations between transmissibility and meteorological and social drivers. Additionnaly, multivariate regressions with lag analyses were conducted to quantify the impcats of different intrinsic and extrinsic drivers on transmissibility (<span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span>) and their seasonality.</div></div><div><h3>Findings</h3><div>We identified the depletion of susceptible and inter-seasonal factors as key intrinsic drivers for HFMD transmissibility and seasonality, explaining 30 % and 70 % of variance in <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span> in Hong Kong and South Korea, respectively. Temperature, absolute humidity and school closures were significant extrinsic drivers explaining up to an additional 10 % −13 % variance in <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span> in both locations. 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Environmental and social driving factors in shaping the transmissibility and seasonality of hand, foot, and mouth disease (HFMD) in South Korea and Hong Kong
Background
Hand, foot, and mouth disease (HFMD) is a common contagious viral illness that primarily affects young children. It typically occurs seasonally, with a peak during spring or summer in temperate regions. However, its transmission patterns are less regular in the tropics and subtropics with year-round circulation. In this study, we investigated the impacts of various drivers of HFMD transmission and seasonality across two distinct climatic locations: Hong Kong (a subtropical city) and South Korea (a temperate country).
Methods
We collected weekly surveillance data for HFMD in Hong Kong and South Korea during 2010–2019 and inferred the instantaneous reproduction number () to measure the time-varing transmissibility of HFMD. Univariate regression models were employed to examine the associations between transmissibility and meteorological and social drivers. Additionnaly, multivariate regressions with lag analyses were conducted to quantify the impcats of different intrinsic and extrinsic drivers on transmissibility () and their seasonality.
Findings
We identified the depletion of susceptible and inter-seasonal factors as key intrinsic drivers for HFMD transmissibility and seasonality, explaining 30 % and 70 % of variance in in Hong Kong and South Korea, respectively. Temperature, absolute humidity and school closures were significant extrinsic drivers explaining up to an additional 10 % −13 % variance in in both locations. A non-linear inverted U-shaped form of association for temperature and absolute humidity with HFMD transmissibility improved model predictions, explaining up to 7–8 % variability of the transmissibility individually in both locations.
Interpretation
Seasonal transmission patterns of HFMD in two different locations in Hong Kong and South Korea were driven by depletion of susceptible individuals and inverted U-shaped associations with temperature and absolute humidity.
期刊介绍:
The Journal of Infection and Public Health, first official journal of the Saudi Arabian Ministry of National Guard Health Affairs, King Saud Bin Abdulaziz University for Health Sciences and the Saudi Association for Public Health, aims to be the foremost scientific, peer-reviewed journal encompassing infection prevention and control, microbiology, infectious diseases, public health and the application of healthcare epidemiology to the evaluation of health outcomes. The point of view of the journal is that infection and public health are closely intertwined and that advances in one area will have positive consequences on the other.
The journal will be useful to all health professionals who are partners in the management of patients with communicable diseases, keeping them up to date. The journal is proud to have an international and diverse editorial board that will assist and facilitate the publication of articles that reflect a global view on infection control and public health, as well as emphasizing our focus on supporting the needs of public health practitioners.
It is our aim to improve healthcare by reducing risk of infection and related adverse outcomes by critical review, selection, and dissemination of new and relevant information in the field of infection control, public health and infectious diseases in all healthcare settings and the community.