TY - JOUR
T1 - Seasonal variation in hospitalization outcomes in patients admitted for heart failure in the United States
AU - Akintoye, Emmanuel
AU - Briasoulis, Alexandros
AU - Egbe, Alexander
AU - Adegbala, Oluwole
AU - Alliu, Samson
AU - Sheikh, Muhammad
AU - Singh, Manmohan
AU - Ahmed, Abdelrahman
AU - Mallikethi-Reddy, Sagar
AU - Levine, Diane
N1 - Funding Information:
of the Health Care Utilization Project (HCUP), sponsored by the Agency for Healthcare Research and Quality (AHRQ). Details of the design and description of the NIS are available on the website.7 Briefly, this nationally representative database, which represents the largest all-payer inpatient care database in the United States, contains encounter-level information of hospital stays compiled in a uniform format with privacy protection of individual patients. Each year, >7 million hospital stays are sampled nationwide which, when weighted, estimates >35 million hospitalizations annually. NIS therefore approximates a 20% stratified sample of discharges from US nonfederal hospitals, excluding rehabilitation and long-term acute-care hospitals.
Publisher Copyright:
© 2017 Wiley Periodicals, Inc.
PY - 2017/11
Y1 - 2017/11
N2 - Background: There is lack of evidence of the impact of varying season on heart failure (HF) hospitalization outcomes in the U.S. Hypothesis: HF hospitalization outcomes exhibit significant seasonal variation in the U.S. Methods: Using data from the National Inpatient Sample (2011-2013), seasonal variation was classified based on meteorological classification of Northern Hemisphere–Spring, Summer, Fall, & Winter–and analysis was conducted via multivariable-adjusted mixed-effect model. Results: An estimated 2.8 million adults were hospitalized for HF in the U.S. from 2011 to 2013. Of all hospitalizations, admissions were highest in Winter (27%), followed by Spring (26%), Fall (24%), and Summer (23%). The overall mortality rate was 3.1%. Compared with Spring, there was significantly lower mortality in Summer (odds ratio [OR]: 0.95, 95% CI: 0.91-0.99) and Fall (OR: 0.94, 95% CI: 0.89-0.98), but the highest mortality was in Winter (OR: 1.06, 95% CI: 1.02-1.11). In addition, mean length of stay and median cost of hospitalization were highest in Winter (5.3 days, USD7459, respectively) and lowest in Summer (5.1 days, USD7181, respectively). However, age and sex differences existed (e.g. seasonal variation in inpatient mortality was only significant for patients age ≥65 years, and, compared. with the Spring season, males had higher risk of inpatient mortality in Winter (OR: 1.10, 95% CI: 1.04-1.17) and females had lower risk of inpatient mortality in Summer (OR: 0.94, 95% CI: 0.88-1.00) and Fall (OR: 0.92, 95% CI: 0.87-0.98). Conclusions: Among HF patients in the U.S., hospitalization outcomes were worse in Winter but better in Summer.
AB - Background: There is lack of evidence of the impact of varying season on heart failure (HF) hospitalization outcomes in the U.S. Hypothesis: HF hospitalization outcomes exhibit significant seasonal variation in the U.S. Methods: Using data from the National Inpatient Sample (2011-2013), seasonal variation was classified based on meteorological classification of Northern Hemisphere–Spring, Summer, Fall, & Winter–and analysis was conducted via multivariable-adjusted mixed-effect model. Results: An estimated 2.8 million adults were hospitalized for HF in the U.S. from 2011 to 2013. Of all hospitalizations, admissions were highest in Winter (27%), followed by Spring (26%), Fall (24%), and Summer (23%). The overall mortality rate was 3.1%. Compared with Spring, there was significantly lower mortality in Summer (odds ratio [OR]: 0.95, 95% CI: 0.91-0.99) and Fall (OR: 0.94, 95% CI: 0.89-0.98), but the highest mortality was in Winter (OR: 1.06, 95% CI: 1.02-1.11). In addition, mean length of stay and median cost of hospitalization were highest in Winter (5.3 days, USD7459, respectively) and lowest in Summer (5.1 days, USD7181, respectively). However, age and sex differences existed (e.g. seasonal variation in inpatient mortality was only significant for patients age ≥65 years, and, compared. with the Spring season, males had higher risk of inpatient mortality in Winter (OR: 1.10, 95% CI: 1.04-1.17) and females had lower risk of inpatient mortality in Summer (OR: 0.94, 95% CI: 0.88-1.00) and Fall (OR: 0.92, 95% CI: 0.87-0.98). Conclusions: Among HF patients in the U.S., hospitalization outcomes were worse in Winter but better in Summer.
KW - Cost
KW - Heart Failure
KW - Length of Stay
KW - Mortality
KW - Season
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U2 - 10.1002/clc.22784
DO - 10.1002/clc.22784
M3 - Article
C2 - 28873233
AN - SCOPUS:85028879984
SN - 0160-9289
VL - 40
SP - 1105
EP - 1111
JO - Clinical Cardiology
JF - Clinical Cardiology
IS - 11
ER -