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Seasonality of influenza and its association with meteorological parameters in two cities of Pakistan: A time series analysis
- Source :
- PLoS ONE, PLoS ONE, Vol 14, Iss 7, p e0219376 (2019)
- Publication Year :
- 2019
-
Abstract
- BackgroundInfluenza is known to have a specific pattern of seasonality the reasons for which are yet to be fully ascertained. Temperate zones show influenza epidemic during the winter months. The tropical and subtropical regions show more diverse influenza outbreak patterns. This study explores the seasonality of influenza activity and predicts influenza peak based on historical surveillance time series data in Islamabad and Multan, Pakistan.MethodsThis is a descriptive study of routinely collected monthly influenza sentinel surveillance data and meteorological data from 2012-16 in two sentinel sites of Pakistan: Islamabad (North) and Multan (Central).ResultsMean number of cases of influenza and levels of precipitation were higher in Islamabad compared to Multan. Mean temperature and humidity levels were similar in both the cities. The number of influenza cases rose with decrease in precipitation and temperature in Islamabad during 2012-16, although the same cannot be said about humidity. The relationship between meteorological parameters and influenza incidence was not pronounced in case of Multan. The forecasted values in both the cities showed a significant peak during the month of January.ConclusionThe influenza surveillance system gave a better understanding of the disease trend and could accurately forecast influenza activity in Pakistan.
- Subjects :
- 0301 basic medicine
Male
Viral Diseases
Atmospheric Science
Meteorological Concepts
Epidemiology
Rain
Disease Outbreaks
Geographical Locations
Mathematical and Statistical Techniques
Tropical climate
Medicine and Health Sciences
Pakistan
Child
Multidisciplinary
Geography
Incidence (epidemiology)
Statistics
Temperature
virus diseases
Middle Aged
Infectious Diseases
Child, Preschool
Physical Sciences
Medicine
Female
Seasons
Research Article
Adult
Surveillance data
Asia
Adolescent
Infectious Disease Control
Science
Subtropics
Disease Surveillance
Research and Analysis Methods
03 medical and health sciences
Young Adult
Meteorological Concept
Meteorology
Influenza, Human
medicine
Humans
Time series
Statistical Methods
Epidemics
Weather
Aged
Influenza outbreak
Tropical Climate
Infant
Humidity
Seasonality
medicine.disease
030112 virology
Influenza
030104 developmental biology
Infectious Disease Surveillance
People and Places
Earth Sciences
Sentinel Surveillance
Mathematics
Demography
Forecasting
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 14
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- PloS one
- Accession number :
- edsair.doi.dedup.....0ceb80f23bd9c298a93317d89304d053