Emergency: maths to the rescue
A team of mathematicians at CSIRO is developing a system that can predict the
likelihood of hospital emergency departments having to go on bypass and turn
away ambulances carrying critically ill patients.
The human and financial cost of emergency department bypass is a pressing
issue for all State Governments.
"Our aim is to deliver improved health outcomes and reduced health system
costs by helping to prevent bypass," explains CSIRO mathematician Mr David
Sier.
Typically, bypass occurs at a hospital either when all the cubicles in the
emergency department are full or when all the clinicians on duty are fully
occupied, or both.
"The system we are developing predicts the likelihood of bypass occurring in
the near future by forecasting patient arrival rates and comparing the expected
staffing needs with current workload and staff levels. It enables the hospital
to manage its workload more efficiently by providing forewarning of very high
demand for emergency services," he says.
"Broadly speaking, there are two parts to the system, modelling how the
emergency department looks right now and then forecasting the demand in the
next, say, one to eight hours."
The system is designed to run on a hospital intranet and leave clinical staff
free to treat patients. It extracts patient arrival data from hospital
admissions and emergency department databases.
CSIRO scientists are also developing a range of other decision support tools for use in non-clinical aspects of
health system management. These tools will help optimise use of resources such
as hospital beds, pathology laboratories, medical equipment and healthcare
professionals.
These tools will also be able to perform tasks such as determining optimal
patient transfers between acute and sub-acute wards to relieve pressures on
emergency departments, and optimising resource utilisation across different
medical programs.
Further Information:
Mr David Sier,
03 9545 8043,
David.Sier@csiro.au
Media Assistance:
Andrea Mettenmeyer, 0415 199 434,
Andrea.Mettenmeyer@csiro.au
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