Related Experiment Video
Updated: Aug 6, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Seasonality in General Surgery Hospitalizations and Procedures in the US: Workflow Implications
Artem Shmelev1, Klara Schwarzova2, Steven Clark Cunningham2
1Department of Surgery, Columbia University Medical Center, New York, New York.
Introduction:
Seasonality has been studied in select conditions treated by surgeons and internists, but is not well understood regarding overall procedural volume in general surgery. Furthermore, much of the literature is limited due to lack of use of seasonal-trend-decomposition analyses.
Methods:
All admissions with general surgery procedures were pooled from NIS 2002-2014, monthly hospitalization rates calculated, and seasonal-trend decomposition performed.
Results:
Emergent admissions, accounting for 9% of the average annual incidence, had more prominent seasonality than elective admissions. Inpatient surgical-procedural volume remained relatively stable throughout the year and decreased only in the third quarter. Procedures for acute intra-abdominal conditions and traumas peaked in summer months, while endoscopies, tracheostomies and gastrostomies peaked in winter months.
Conclusions:
Many surgical pathologies and corresponding general-surgery procedures obey circannual patterns. Surgical workforce remains in high demand throughout the year except for fall and winter holidays. Understanding seasonal variation in such demand may be important for staffing and resource planning.
Related Concept Videos
Endoscopic Procedures IV: Sigmoidoscopy and Laproscopy
Sigmoidoscopy
Sigmoidoscopy is a diagnostic procedure that uses a flexible sigmoidoscope equipped with a light source and camera to examine the rectum and sigmoid colon. The procedure involves inserting the tube through the anus...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Hospitals-I
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Hospitals-II
Nurses that work in...
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...

