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Seasonal Influenza Epidemics and El Niños

Overview of attention for article published in Frontiers in Public Health, November 2015
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Title
Seasonal Influenza Epidemics and El Niños
Published in
Frontiers in Public Health, November 2015
DOI 10.3389/fpubh.2015.00250
Pubmed ID
Authors

Olusegun Steven Ayodele Oluwole

Abstract

Seasonal influenza epidemics occur annually during the winter in the northern and southern hemispheres, but timing of peaks and severity vary seasonally. Low humidity, which enhances survival and transmission of influenza virus, is the major risk factor. Both El Niño and La Niña phases of El Niño-southern oscillation (ENSO), which determine inter-annual variation of precipitation, are putative risk factors. This study was done to determine if seasonality, timing of peak, and severity of influenza epidemics are coupled to phases of ENSO. Monthly time series of positive specimens for influenza viruses and of multivariate El Niño-Southern Oscillation Index from January 2000 to August 2015 were analyzed. Seasonality, wavelet spectra, and cross-wavelet spectra analyses were performed. Of 31 countries in the dataset, 21 were in the northern hemisphere and 10 in the southern hemisphere. The highest number of influenza cases occurred in January in the northern hemisphere, but in July in the southern hemisphere, p < 0.0001. Seasonal influenza epidemic was coupled to El Niño, while low occurrence was coupled to La Niña. The moderate La Niña of 2010-2011 was followed by weak seasonal influenza epidemic. The influenza pandemic of 2009-2010 followed the moderate El Niño of 2009-2010, which had three peaks. Spectrograms showed time-varying periodicities of 6-48 months for ENSO, 6-24 months for influenza in the northern hemisphere, and 6-12 months for influenza in the southern hemisphere. Cross spectrograms showed time-varying periodicities at 6-36 months for ENSO and influenza in both hemispheres, p < 0.0001. Phase plots showed that influenza time series lagged ENSO in both hemispheres. Severity of seasonal influenza increases during El Niño, but decreases during La Niña. Coupling of seasonality, timing, and severity of influenza epidemics to the strength and waveform of ENSO indicate that forecast models of El Niño should be integrated into surveillance programs for influenza epidemics.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 28 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 28 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 8 29%
Student > Master 4 14%
Student > Bachelor 3 11%
Student > Ph. D. Student 3 11%
Student > Doctoral Student 1 4%
Other 4 14%
Unknown 5 18%
Readers by discipline Count As %
Mathematics 4 14%
Agricultural and Biological Sciences 3 11%
Earth and Planetary Sciences 3 11%
Environmental Science 2 7%
Nursing and Health Professions 2 7%
Other 8 29%
Unknown 6 21%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 16 February 2019.
All research outputs
#15,867,545
of 23,577,761 outputs
Outputs from Frontiers in Public Health
#5,060
of 11,267 outputs
Outputs of similar age
#167,405
of 284,505 outputs
Outputs of similar age from Frontiers in Public Health
#34
of 59 outputs
Altmetric has tracked 23,577,761 research outputs across all sources so far. This one is in the 22nd percentile – i.e., 22% of other outputs scored the same or lower than it.
So far Altmetric has tracked 11,267 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.3. This one has gotten more attention than average, scoring higher than 51% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 284,505 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 32nd percentile – i.e., 32% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 59 others from the same source and published within six weeks on either side of this one. This one is in the 42nd percentile – i.e., 42% of its contemporaries scored the same or lower than it.