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Who Are The Older Adults Who Drown In Western Australia? A Cluster Analysis Using Coronial Drowning Data., Meg Abercromby, Dr Justine E. Leavy, Lauren Nimmo, Dr Gemma Crawford

International Journal of Aquatic Research and Education

Drowning amongst older people is a growing concern. Exploring demographic and other factors associated with unintentional drowning incidents amongst older adults may assist to identify key target groups and refine prevention strategies. This study sought to examine the heterogeneity of older individuals who have drowned and identify population subgroups in Western Australia (WA). A cluster analysis was used to segment the population by examining coronial data 2001-2018 (n = 93). Analysis identified four groups; 1) ‘men who boat & fish in company’ 2) ‘affluent men with poor health’ 3) ‘non-drinkers who boat and fish’, and 4) ‘older men, who slipped …

Government Information Crackdowns In The Covid-19 Pandemic, Justin Sherman

Joint PIJIP/TLS Research Paper Series

The Covid-19 pandemic has illustrated the importance of accurate, real-time information and empirical data in a rapidly evolving crisis. Yet it has also captured an opposite issue: the spread of misinformation and disinformation during a public health crisis. Numerous governments have used the Covid-19 pandemic as reason to, legitimately or illegitimately, heighten existing state censorship practices or introduce new practices entirely under the justification of stopping false information about the virus. This report analyzes developments in China, India, and Russia as case studies of government censorship amid the public health crisis. It offers five key takeaways from these case studies. …

Promising Practices For Boating Safety Initiatives That Target Indigenous Peoples In New Zealand, Australia, The United States Of America, And Canada, Mitchell Crozier, Audrey R. Giles

International Journal of Aquatic Research and Education

Boating-related incidents are responsible for a significant number of the drowning fatalities that occur within Indigenous communities in New Zealand, Australia, the USA, and Canada. The aim of this paper was to identify promising practices for boating safety initiatives that target Indigenous peoples within these countries and evaluate past and ongoing boating safety initiatives delivered to/with Indigenous peoples within these countries to suggest the ways in which they – or programs that follow them - may be more effective. Based upon evidence from previous research, boating safety initiatives that target Indigenous peoples in New Zealand, Australia, the USA, and Canada …

Drowning Of Pet Owners During Attempted Animal Rescues: The Avir-A Syndrome, John Pearn, Amy E. Peden, Richard Charles Franklin

International Journal of Aquatic Research and Education

The rescuer who drowns can result from the attempted rescue of a human or an animal. We report here a total population analysis of all drowning fatalities for the 14-year period 1–July-2002 to 30-June-2016 which involved an attempted rescue of an animal. Cases were drawn from the Royal Life Saving National Fatal Drowning Database, which in turn, derived its data primarily from the National Coronial Information System (NCIS). Eight people drowned, all adults (ranging in age from 19-74 years), in the attempted rescue of an animal. Seven of the animals were domestic pet dogs, and in two cases farm animals. …

Socio-Ecological Nature Of Drowning In Low- And Middle-Income Countries: A Review To Inform Health Promotion Approaches, Muthia Cenderadewi, Richard Charles Franklin, Susan Devine

International Journal of Aquatic Research and Education

Most deaths by drowning (91%) have occurred in low- and middle-income countries (LMICs), particularly in Southeast Asia (35%) and Africa (20%), in proportion to total drowning deaths worldwide. Poor data collection in LMICs hinders the planning, implementation, and evaluation of prevention strategies. The objective of this study was to review the rates and risk factors of unintentional drowning in LMICs and to identify drowning prevention strategies within a socio-ecological health promotion framework. A systematic search, guided by PRISMA, was conducted on Ovid MEDLINE, CINAHL, Informit health, PsycINFO (ProQuest), Scopus, SafetyLit, Google Scholar, and BioMed Central databases for all relevant studies …

A Comparative Study Of Machine Learning Approaches For Human Activity Recognition, Loknath Ambati, Omar El-Gayar

SDSU Data Science Symposium

The goal of this project is to study the performance of Machine Learning (ML) techniques used in Human Activity Recognition (HAR). Specifically, we aim to 1) evaluate and benchmark the performance of various ML techniques used for HAR against established ML performance metrics using multiple datasets, and 2) map the characteristics of various HAR datasets to appropriate ML techniques. From a theoretical perspective, the research will shed light into the strengths and weaknesses of various ML techniques that can provide insights into future research aimed at improving these techniques for HAR. From a practical perspective, the research provides guidance into …

Assessing Public Health Workforce Informatics Competencies: A Study Of Three Health Departments In Metro Atlanta, Olatanwa Adewale

Electronic Theses and Dissertations

Background: There is a need for the public health workforce to be current and versatile in technology usage. Public health leveraging technology usage in service delivery has the potential to improve efficiency and bring it to the forefront in the provision of healthcare services. The purpose of this study was to assess public health workforce informatics competencies in select Atlanta health districts and determine the correlates of public health informatics proficiency.

Methods: A 10-item instrument adapted from the recommendations of a Working Group document by the Centers for Disease Control and Prevention and the 2015 Informatics Capacity and …