9 research outputs found
An automated, broad-based, near real-time public health surveillance system using presentations to hospital Emergency Departments in New South Wales, Australia
BACKGROUND: In a climate of concern over bioterrorism threats and emergent diseases, public health authorities are trialling more timely surveillance systems. The 2003 Rugby World Cup (RWC) provided an opportunity to test the viability of a near real-time syndromic surveillance system in metropolitan Sydney, Australia. We describe the development and early results of this largely automated system that used data routinely collected in Emergency Departments (EDs). METHODS: Twelve of 49 EDs in the Sydney metropolitan area automatically transmitted surveillance data from their existing information systems to a central database in near real-time. Information captured for each ED visit included patient demographic details, presenting problem and nursing assessment entered as free-text at triage time, physician-assigned provisional diagnosis codes, and status at departure from the ED. Both diagnoses from the EDs and triage text were used to assign syndrome categories. The text information was automatically classified into one or more of 26 syndrome categories using automated "naïve Bayes" text categorisation techniques. Automated processes were used to analyse both diagnosis and free text-based syndrome data and to produce web-based statistical summaries for daily review. An adjusted cumulative sum (cusum) was used to assess the statistical significance of trends. RESULTS: During the RWC the system did not identify any major public health threats associated with the tournament, mass gatherings or the influx of visitors. This was consistent with evidence from other sources, although two known outbreaks were already in progress before the tournament. Limited baseline in early monitoring prevented the system from automatically identifying these ongoing outbreaks. Data capture was invisible to clinical staff in EDs and did not add to their workload. CONCLUSION: We have demonstrated the feasibility and potential utility of syndromic surveillance using routinely collected data from ED information systems. Key features of our system are its nil impact on clinical staff, and its use of statistical methods to assign syndrome categories based on clinical free text information. The system is ongoing, and has expanded to cover 30 EDs. Results of formal evaluations of both the technical efficiency and the public health impacts of the system will be described subsequently
Relationship between the population incidence of pertussis in children in New South Wales, Australia and emergency department visits with cough: a time series analysis
Extensively drug‐resistant tuberculosis: New Zealand's first case and the challenges of management in a low‐prevalence country
Not so different? Comparison of risk profile of gay men who acquired HIV while travelling with those who acquired HIV in Australia
© 2017 Australian Health Promotion Association Issue addressed: Many countries now identify HIV and international mobility as a priority issue within a global and shared epidemic, including Australia. To support health promotion in this complex area, we investigated recent HIV infections that occurred among Australian gay men while travelling and compared to HIV infections that occurred in Australia. Methods: 446 gay men recently diagnosed with HIV completed an on-line survey regarding the high risk event (HRE) where they believed that they acquired HIV. Those who acquired HIV while in their usual place of residence (308 men), those who were travelling within Australia (59 men), and those who were travelling overseas (79 men) were compared. Results: Those who acquired HIV while overseas had very similar risk profiles, sexual behaviour, and made similar assumptions about their partners and their own HIV status, as those who acquired HIV in Australia. Only HIV status disclosure at the HRE differed across locations (P =.030). Three quarters (74.7%) of the men who acquired HIV while overseas were not diagnosed until they returned to Australia. Conclusions: Our findings challenge the idea that there are necessarily differences in behaviour and assumptions for HIV transmission in Australia and overseas. However, the men travelling may be in communities where HIV status is less commonly disclosed, and where HIV prevalence is higher. So what?: A deeper understanding of contextual factors may be required for HIV prevention and health promotion strategies targeting gay men travelling to locations with different cultural, HIV prevalence, and HIV testing considerations. This would also identify opportunities for new tools such as Pre-Exposure Prophylaxis and self-testing