Influenza Humans Commons^™

Lstm-Based Recurrent Neural Network Predicts Influenza-Like-Illness In Variable Climate Zones, Alfred Amendolara, Christopher Gowans, Joshua Barton, David Sant, Andrew Payne

Annual Research Symposium

Purpose: Influenza virus is responsible for a recurrent, yearly epidemic in most temperate regions of the world. For the 2021-2022 season the CDC reports 5000 deaths and 100,000 hospitalizations, a significant number despite the confounding presence of SARS-CoV-2. The mechanisms behind seasonal variance in flu burden are not well understood. Based on a previously validated model, this study seeks to expand understanding of the impact of variable climate regions on seasonal flu trends. To that end, three climate regions have been selected. Each region represents a different ecological region and provides different weather patterns showing how the climate variables impact …

Parameter Identification For A Stochastic Seirs Epidemic Model: Case Study Influenza, Olusegun M. Otunuga, Anna Mummert

Biology and Medicine Through Mathematics Conference

No abstract provided.

Understanding Flu Vaccination Acceptance Among U.S. Adults: The Health Belief Model And Media Sources, Tong Xie, Connor Grady, Michael Cacciatore, Glen Nowak

International Crisis and Risk Communication Conference

Based on previous studies about the Health Belief Model (HBM) and the reinforcing relationship between media selectivity or preference and individual’s behavior, this study used a national representative adult sample to assess flu vaccination as the result of an appraisal of relevant health beliefs, trust towards the authoritative entities (e.g. CDC & FDA) and vaccine-related media information, in addition to one’s existing behavior pattern. Results showed that not-vaccinated individuals differ significantly in their vaccine-related health believes and the trust towards the authoritative information sources. This group acquired less recommendation from health care providers and more negative sentiments about flu vaccine …

What Influences Our Decision To Vaccinate? The Social Amplification Of Risk Framework And Vaccination, Laura B. Carper

International Crisis and Risk Communication Conference

The current study applies the social amplification risk framework to the anti-vaccination movement, specifically to the social factors that influence the likelihood to vaccinate. A total of 264 participants were recruited using Amazon’s Mechanical Turk engine and students from a large southern university. Participants responded to questions about their personal, friend, and family experiences with vaccines, their discussion about vaccines, and trust in vaccine literature (CDC, Facebook, family, etc.). Lastly, participants responded to a modified Duke’s social support scale. Results indicated that the likelihood to vaccinate is impacted by several social factors and that those factors can be amplified based …

Does Occupational Exposure To Swine Increase The Risk Of Influenza? A Systematic Literature Review, Courtney Youngbar, Lance Price

GW Research Days 2016 - 2020

Background Workers who have an occupational exposure to swine may have an increased risk of influenza infection.

Objective We conducted a systematic review regarding occupational exposure to swine and influenza infection in humans.

Methods We searched articles published within the past ten years at the time of writing, and included original studies that quantified exposures to swine and resulting influenza infections in swine farm workers, including veterinarians. We evaluated the risk of bias of individual studies and the overall quality and strength of the evidence according to the Navigation Guide systematic review methodology. Twelve studies met the inclusion criteria. We …