The advance may assist physicians in facilitating discussions around advanced care planning with patients and their families.
The need for mechanical ventilation during critical illness represents an event of significant short- and long-term consequence.
Patients requiring mechanical ventilation have approximately 30 per cent hospital mortality rates, a substantial risk of near-term death.
Older patients who survive hospitalisation requiring mechanical ventilation experience a doubling of pre-hospitalisation disability levels, with approximately 60 per cent requiring discharge to skilled care facilities, and 70 per cent dying within 12 months.
The new study used data from the Framingham Heart Study, focusing on participants age 65 years or older.
The researchers assigned points to factors that were found to be strongly associated with needing life support, including older age, male gender, diabetes, hypertension, atrial fibrillation, moderate to severe alcohol use, chronic pulmonary disease and hospitalisation within the prior year.
They then developed a scoring system to estimate the probability of needing life support within a five-year period.
"We anticipate that a tool that improves the identification of people who are at risk for needing life support will allow for better communication between patients, family and physicians regarding patient wishes should these patients become incapacitated by critical illness," said corresponding author Allan Walkey, assistant professor of medicine at Boston University School of Medicine.
"Improved early communication may lead to later care more in-line with patient wishes, increasing patient autonomy and improving our ability to care for patients," said Walkey.
The study appears in Journal of the American Geriatric Society.
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