The analysis of nearly one million heart failure admissions over 14 years was presented by Dr David P Kao at the Heart Failure Congress 2013 in Lisbon, Portugal.
The study examined the impact of day, month and hour of admission on in-hospital mortality and length of stay in 949,907 hospitalisations for congestive heart failure. Data was analysed from all hospitals in New York from 1994 to 2007.
Daily heart failure admissions peaked in February, while in-hospital mortality and length of stay peaked in January.
Mortality and length of stay were lowest for admissions in the morning (06h00-12h00) and highest overnight (18h00-24h00) by a small margin. Mortality and length of stay were lowest in patients admitted on Monday and highest on Friday.
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"For the first time we've shown that there wasn't a higher rate of alcohol and drug use reported in heart failure patients during December and January, when heart failure mortality was the highest," Kao said.
An increase in concurrent pneumonia in the winter could impact on heart failure mortality, but there was less seasonal variation in other respiratory diseases like chronic obstructive pulmonary disease (COPD).
The findings suggest that staffing may have an impact on seasonal variations in mortality and length of stay.
"The fact that patients admitted right before the weekend and in the middle of the night do worse and are in hospital longer suggests that staffing levels may contribute to the findings, Kao said.
"Seasonal variations in morbidity and mortality occur in many diseases, particularly heart disease, and the cold weather itself may have a part to play," Kao said.