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Yu H, Wang Y, Peng Q, Shao Y, Duan C, Zhu Y, Dong S, Li C, Shi Y, Zhang N, Zheng Y, Chen Y, Jiang Q, Zhong P, Zhou Y. Influence of coarse particulate matter on chickenpox in Jiading District, Shanghai, 2009-2018: A distributed lag non-linear time series analysis. ENVIRONMENTAL RESEARCH 2020; 190:110039. [PMID: 32810505 DOI: 10.1016/j.envres.2020.110039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 08/03/2020] [Accepted: 08/05/2020] [Indexed: 06/11/2023]
Abstract
Although the link between ambient air pollution and some infectious diseases has been studied, few studies have explored so far, the relationship between chickenpox and particulate matter. Daily chickenpox counts in Jiading District, Shanghai, were collected from 2009 to 2018. Time series analysis was conducted to describe the trends of the daily number of chickenpox cases and the concentration of particulate matter 10 μm or less (PM10). The distributed lag non-linear model (DLNM) was developed to assess the lag and non-linear relationship between the number of chickenpox cases and PM10 concentration adjusting for meteorological factors and other pollutants. Spatiotemporal scanning was used to detect the clustering of chickenpox cases. There was a concomitant relationship between the number of chickenpox cases and PM10 concentration, especially in the period of high PM10 concentration. DLNM results showed a nonlinear relationship between the number of chickenpox cases and PM10 concentration with the maximum effect of PM10 being lagged for 13-14 days, which was consistent with the average incubation period of chickenpox. PM10 was significantly associated with the daily number of chickenpox cases when above 300 μg/m3. The risk of chickenpox increased with increasing PM10 concentration and the association was strongest at the lag of 14 day (RR = 1.13, 95% CI: 1.04-1.23) for PM10 concentration of 500 μg/m3 versus 50 μg/m3. The study provides evidence that high PM10 concentration increases the risk of chickenpox spreading.
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Affiliation(s)
- Hongjie Yu
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China
| | - Yingjian Wang
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Qian Peng
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China
| | - Yueqin Shao
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China
| | - Chunmei Duan
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China
| | - Yefan Zhu
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China
| | - Shurong Dong
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Chunlin Li
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Ying Shi
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Na Zhang
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Yingyan Zheng
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Yue Chen
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Qingwu Jiang
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Peisong Zhong
- Jiading District Center for Disease Control and Prevention, Shanghai, 201800, China.
| | - Yibiao Zhou
- Fudan University School of Public Health, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China; Key Laboratory of Public Health Safety, Fudan University, Ministry of Education, Building 8, 130 Dong an Road, Xuhui District, Shanghai, 200032, China; Fudan University Center for Tropical Disease Research, Building 8, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China.
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Indhumathi K, Sathesh Kumar K. A review on prediction of seasonal diseases based on climate change using big data. ACTA ACUST UNITED AC 2020; 37:2648-2652. [PMID: 33024706 PMCID: PMC7530581 DOI: 10.1016/j.matpr.2020.08.517] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 08/18/2020] [Indexed: 11/19/2022]
Abstract
Big Data occupies an important place in the prediction of diseases that happen due to climate change. In each aspect of human life, the weather plays a major role. It directly affects human society or human life. Because of an extreme weather condition creates various diseases among humans. Such as Vector-borne diseases (Malaria, dengue and chikungunya fever), Water-borne diseases (Cholera, Typhoid), Air-borne diseases (Chicken Pox, influenza and small Pox) and Food-borne diseases (Diarrhoea and Salmonella) etc. This survey presents an overview for a climate variable such as extreme temperature, precipitation, humidity and how unexpected climate conditions can affect the disease and living organism.
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Affiliation(s)
- K Indhumathi
- Department of Computer Applications, Kalasalingam Academy of Research and Education, Krishnankoil, Virudhunagar (Dt)., India
| | - K Sathesh Kumar
- School of Computing, Kalasalingam Academy of Research and Education, Krishnankoil, Virudhunagar (Dt)., India
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Dei-Cas I, Carrizo D, Giri M, Boyne G, Domínguez N, Novello V, Acuña K, Dei-Cas P. Infectious skin disorders encountered in a pediatric emergency department of a tertiary care hospital in Argentina: a descriptive study. Int J Dermatol 2018; 58:288-295. [PMID: 30246865 DOI: 10.1111/ijd.14234] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Revised: 08/14/2018] [Accepted: 08/21/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Infectious skin disorders (ISDs) are commonly seen in pediatric emergency departments (PED), however the exact frequency is unknown. We provide an accurate evaluation of the incidence and characteristics of ISDs diagnosed in a PED from Buenos Aires, Argentina, over a 1-year period. METHODS Prospectively, descriptive study of children evaluated in the PED with ISDs during 2016. ISDs were analyzed on the basis of their incidence, patient demographics, seasonal variations, and hospitalization rates. RESULTS ISDs were diagnosed in 1680 (67.9%) of the skin consultations (M/F: 1.1; mean age: 4.4 ± 3.7 years). Bacterial infections were observed in 932 (55.5%) cases. Viral infections were seen in 604 patients (35.9%). Fungal and parasite skin infections were diagnosed in 33 (2%) and 111 (6.6%) children, respectively. The most frequent ISDs according to the etiology group were impetigo 377 (22.4%), varicella 397 (23.6%), tinea capitis 10 (0.6%), and scabies 109 (6.5%). A higher frequency of ISDs were reported during the summer (38.4%) and spring (38.2%) months. Bacterial skin infections were more frequent during the summer months, while viral skin infections were more prevalent during spring. Parasitic skin infections were diagnosed more frequently during the winter months. No differences were seen for mycotic skin infections. Hospitalization rate was 1% (all for bacterial skin infections). CONCLUSION Our data reveal the extremely high frequency of ISDs seen at the PED, underlying the need for closer cooperation between dermatologists and pediatricians.
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Affiliation(s)
- Ignacio Dei-Cas
- Dermatology Unit, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Daniela Carrizo
- Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Mariela Giri
- Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Gonzalo Boyne
- Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Noelia Domínguez
- Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Viviana Novello
- Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Karina Acuña
- Dermatology Unit, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
| | - Pablo Dei-Cas
- Head of the Pediatrics Department, Hospital Interzonal General de Agudos Presidente Perón, Sarandí, Avellaneda, Buenos Aires, Argentina
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The effects of ambient temperature on outpatient visits for varicella and herpes zoster in Shanghai, China: A time-series study. J Am Acad Dermatol 2015; 73:660-5. [DOI: 10.1016/j.jaad.2015.07.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 07/03/2015] [Accepted: 07/11/2015] [Indexed: 11/27/2022]
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HARIGANE K, SUMI A, MISE K, KOBAYASHI N. The role of temperature in reported chickenpox cases from 2000 to 2011 in Japan. Epidemiol Infect 2015; 143:2666-78. [PMID: 25586860 PMCID: PMC9151048 DOI: 10.1017/s095026881400363x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 11/22/2014] [Accepted: 12/02/2014] [Indexed: 11/07/2022] Open
Abstract
Annual periodicities of reported chickenpox cases have been observed in several countries. Of these, Japan has reported a two-peaked, bimodal annual cycle of reported chickenpox cases. This study investigated the possible underlying association of the bimodal cycle observed in the surveillance data of reported chickenpox cases with the meteorological factors of temperature, relative humidity and rainfall. A time-series analysis consisting of the maximum entropy method spectral analysis and the least squares method was applied to the chickenpox data and meteorological data of 47 prefectures in Japan. In all of the power spectral densities for the 47 prefectures, the spectral lines were observed at the frequency positions corresponding to the 1-year and 6-month cycles. The optimum least squares fitting (LSF) curves calculated with the 1-year and 6-month cycles explained the underlying variation of the chickenpox data. The LSF curves reproduced the bimodal and unimodal cycles that were clearly observed in northern and southern Japan, respectively. The data suggest that the second peaks in the bimodal cycles in the reported chickenpox cases in Japan occurred at a temperature of approximately 8·5 °C.
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Affiliation(s)
- K. HARIGANE
- Department of Nursing, Tenshi College, Sapporo, Hokkaido, Japan
| | - A. SUMI
- Department of Hygiene, Sapporo Medical University School of Medicine, Sapporo, Hokkaido, Japan
| | - K. MISE
- Center of Medical Education, Department of Admission, Sapporo Medical University School of Medicine, Sapporo, Hokkaido, Japan
| | - N. KOBAYASHI
- Department of Hygiene, Sapporo Medical University School of Medicine, Sapporo, Hokkaido, Japan
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Guo B, Naish S, Hu W, Tong S. The potential impact of climate change and ultraviolet radiation on vaccine-preventable infectious diseases and immunization service delivery system. Expert Rev Vaccines 2014; 14:561-77. [PMID: 25493706 DOI: 10.1586/14760584.2014.990387] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Climate change and solar ultraviolet radiation may affect vaccine-preventable infectious diseases (VPID), the human immune response process and the immunization service delivery system. We systematically reviewed the scientific literature and identified 37 relevant publications. Our study shows that climate variability and ultraviolet radiation may potentially affect VPID and the immunization delivery system through modulating vector reproduction and vaccination effectiveness, possibly influencing human immune response systems to the vaccination, and disturbing immunization service delivery. Further research is needed to determine these affects on climate-sensitive VPID and on human immune response to common vaccines. Such research will facilitate the development and delivery of optimal vaccination programs for target populations, to meet the goal of disease control and elimination.
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Affiliation(s)
- Biao Guo
- Queensland University of Technology, School of Public Health and Social Work, D Wing, O Block, Victoria Park Road, Kelvin Grove, Brisbane, 4059, Australia
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Hervás D, Hervás-Masip J, Nicolau A, Reina J, Hervás JA. Solar radiation and water vapor pressure to forecast chickenpox epidemics. Eur J Clin Microbiol Infect Dis 2014; 34:439-46. [PMID: 25265908 DOI: 10.1007/s10096-014-2243-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2014] [Accepted: 08/31/2014] [Indexed: 02/01/2023]
Abstract
The clear seasonality of varicella infections in temperate regions suggests the influence of meteorologic conditions. However, there are very few data on this association. The aim of this study was to determine the seasonal pattern of varicella infections on the Mediterranean island of Mallorca (Spain), and its association with meteorologic conditions and schooling. Data on the number of cases of varicella were obtained from the Network of Epidemiologic Surveillance, which is composed of primary care physicians who notify varicella cases on a compulsory basis. From 1995 to 2012, varicella cases were correlated to temperature, humidity, rainfall, water vapor pressure, atmospheric pressure, wind speed, and solar radiation using regression and time-series models. The influence of schooling was also analyzed. A total of 68,379 cases of varicella were notified during the study period. Cases occurred all year round, with a peak incidence in June. Varicella cases increased with the decrease in water vapor pressure and/or the increase of solar radiation, 3 and 4 weeks prior to reporting, respectively. An inverse association was also observed between varicella cases and school holidays. Using these variables, the best fitting autoregressive moving average with exogenous variables (ARMAX) model could predict 95 % of varicella cases. In conclusion, varicella in our region had a clear seasonality, which was mainly determined by solar radiation and water vapor pressure.
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Affiliation(s)
- D Hervás
- University Institute for Health Sciences Research (IUNICS), University of the Balearic Islands, Palma de Mallorca, Spain,
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CHAN JYC, LIN HL, TIAN LW. Meteorological factors and El Nino Southern Oscillation are associated with paediatric varicella infections in Hong Kong, 2004-2010. Epidemiol Infect 2014; 142:1384-92. [PMID: 24074377 PMCID: PMC9168225 DOI: 10.1017/s0950268813002306] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2012] [Revised: 08/07/2013] [Accepted: 08/28/2013] [Indexed: 11/06/2022] Open
Abstract
Varicella accounts for substantial morbidities and remains a public health issue worldwide, especially in children. Little is known about the effect of meteorological variables on varicella infection risk for children. This study described the epidemiology of paediatric varicella notifications in Hong Kong from 2004 to 2010, and explored the association between paediatric varicella notifications in children aged <18 years and various meteorological factors using a time-stratified case-crossover model, with adjustment of potential confounding factors. The analysis found that daily mean temperature, atmospheric pressure and Southern Oscillation Index (SOI) were positively associated with paediatric varicella notifications. We found that an interquartile range (IQR) increase in temperature (8·38°C) at lag 1 day, a 9·50 hPa increase in atmospheric pressure for the current day, and a 21·91 unit increase in SOI for the current day may lead to an increase in daily cases of 5·19% [95% confidence interval (CI) 1·90-8·58], 5·77% (95% CI 3·01-8·61), and 4·32% (95% CI 2·98-5·68), respectively. An IQR increase in daily relative humidity (by 11·96%) was associated with a decrease in daily paediatric varicella (-2·79%, 95% CI -3·84 to -1·73). These findings suggest that meteorological factors might be important predictors of paediatric varicella infection in Hong Kong.
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Affiliation(s)
- J. Y. C. CHAN
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - H. L. LIN
- Guangdong Provincial Institute of Public Health, Guangzhou, China
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - L. W. TIAN
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China
- Shenzhen Municipal Key Laboratory for Health Risk Analysis, Shenzhen Research Institute of the Chinese University of Hong Kong, Shenzhen, China
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Critselis E, Nastos PT, Theodoridou K, Theodoridou M, Tsolia MN, Hadjichristodoulou C, Papaevangelou V. Time trends in pediatric hospitalizations for varicella infection are associated with climatic changes: a 22-year retrospective study in a tertiary Greek referral center. PLoS One 2012; 7:e52016. [PMID: 23284855 PMCID: PMC3532345 DOI: 10.1371/journal.pone.0052016] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Accepted: 11/08/2012] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND/AIMS The transmission rate of air-borne infectious diseases may vary secondary to climate conditions. The study assessed time trends in the seasonality of hospitalized varicella cases in a temperate region in relation to climatic parameters prior to the implementation of universal varicella immunization. METHODS A retrospective descriptive study was conducted among all pediatric and adolescent varicella patients (n = 2366) hospitalized at the "Aghia Sophia" Children's Hospital during 1982-2003 in Athens, Greece. Date of infection was computed based on hospital admission date. Seasonal and monthly trends in the epidemiology of varicella infection were assessed with time series analysis (ARIMA modeling procedure). The correlation between the frequency of varicella patients and the meteorological parameters was examined by the application of Generalized Linear Models with Gamma distribution. RESULTS During 1982-2003, the occurrence of hospitalized varicella cases increased during summer (p = 0.025) and decreased during autumn (p = 0.021), and particularly in September (p = 0.003). The frequency of hospitalized varicella cases was inversely associated with air temperature (p<0.001). In contrast, the occurrence of hospitalized varicella cases was positively associated with wind speed (p = 0.009). CONCLUSIONS Pediatric hospitalizations for varicella infection rates have increased during summer and decreased during autumn in the examined temperate region. Time trends in hospitalized varicella cases are associated with climatic variables.
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Affiliation(s)
- Elena Critselis
- Second University Department of Pediatrics, “P. & A. Kyriakou” Children's Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Panagiotis T. Nastos
- Laboratory of Climatology and Atmospheric Environment, Department of Geology and Geoenvironment, National and Kapodistrian University of Athens, Athens, Greece
| | - Kalliopi Theodoridou
- First University Department of Pediatrics, “Aghia Sophia” Children's Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Maria Theodoridou
- First University Department of Pediatrics, “Aghia Sophia” Children's Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Maria N. Tsolia
- Second University Department of Pediatrics, “P. & A. Kyriakou” Children's Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | | | - Vassiliki Papaevangelou
- Second University Department of Pediatrics, “P. & A. Kyriakou” Children's Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
- * E-mail:
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Chan JY, Tian L, Kwan Y, Chan W, Leung C. Hospitalizations for varicella in children and adolescents in a referral hospital in Hong Kong, 2004 to 2008: a time series study. BMC Public Health 2011; 11:366. [PMID: 21605371 PMCID: PMC3119164 DOI: 10.1186/1471-2458-11-366] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2010] [Accepted: 05/23/2011] [Indexed: 11/24/2022] Open
Abstract
Background Varicella accounts for significant morbidities and remains a public health issue worldwide. Climatic factors have been shown to associate with the incidence and transmission of various infectious diseases. We describe the epidemiology of varicella in paediatric patients hospitalized at a tertiary referral hospital in Hong Kong from 2004 to 2008, and to explore the possible association between the occurrence of varicella infection and various climatic factors. Methods The hospital discharge database of Princess Margaret Hospital was retrospectively analyzed for admissions associated with varicella from 2004 to 2008. Meteorological data were obtained from the monthly meteorological reports from the Hong Kong Observatory website. Time series analysis was performed with Poisson regression using a Generalized Estimating Equation (GEE) approach. Results During the study period, 598 children were hospitalized for varicella. The mean age on admission was 57.6 months, and the mean duration of hospitalization was 3.7 days. The overall complication rate was 47%. The mean monthly relative humidity, especially in cool seasons, was inversely correlated with the monthly varicella cases of the same month. Conclusions Varicella can lead to serious complications and prolonged hospitalization, even in previously healthy children. Lower relative humidity in cool seasons is associated with higher number of paediatric varicella hospital admissions. These findings are useful for a better understanding of the pattern of paediatric varicella hospitalization in Hong Kong.
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Affiliation(s)
- Johnny Yc Chan
- Department of Pediatrics and Adolescent Medicine, Princess Margaret Hospital, Hong Kong SAR, China
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Abstract
OBJECTIVE We analyzed data from the National Health Insurance Research (NHIR) database in the year 2000 to estimate the seasonal variation in the chickenpox rate in Taiwan. PATIENTS AND METHODS All chickenpox cases listed in the NHIR database were included (n = 165,719). A Lorenz curve was plotted and a chi-square test for equal proportions calculated for seasonal variation. To determine the effects of temperature and season on outcome values, generalized estimating equation methods were utilized to adjust the effects of other possible influencing factors and take into account the within-subject dependence over repeated assessments. RESULTS All four regions of the country had highest incidence rates in January, and three of them had lowest rates in September. Incidence was significantly higher in females aged 15-24 years than in males. An increment of 1 degrees C resulted in an incidence ratio of approximately 0.98 or, equivalently, a 10 degrees C increment gives an incidence ratio of approximately 0.78. CONCLUSION The results suggest that season and temperature are significantly related to the incidence of chickenpox. Infectious diseases can be monitored. Prevention procedures can be taken by understanding its pattern and activity in order to decide the best policy for vaccination. Further studies are warranted, particularly for long-term trends, and in other nations with different seasonal temperatures from Taiwan.
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Affiliation(s)
- Po-Yuan Wu
- Graduate Institute of Medical Informatics, Taipei Medical University, Guangyan Dermatology Clinic, School of Public Health, China Medical University, Taipei, Taiwan
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