Background: With the recent increase of minor lumbar spine surgeries being performed in the outpatient setting, there is a need for information on factors that contribute to post-operative complications for these surgeries. Patients and Methods: This was a prospective observational study examining risk factors for self-reported post-operative drainage in patients who underwent lumbar spine surgery. Patient surveys and the hospital's electronic medical records were used to collect data on patient demographic, patient lifestyle, and surgical variables. Univariable and multivariable analyses in addition to a random forest classifier were performed. Results: A total of 146 patients were enrolled in the study with 111 patients included in the final analysis. The average age and body mass index (BMI) of these patients was 66 and 27.8, respectively. None of the 146 patients in this study developed surgical site infection. Older age, no steroid use, no pet ownership, and spine surgery involving two or more levels were all found to be risk factors for wound drainage. Conclusions: This study evaluated lifestyle, environmental, and traditional risk factors for surgical site drainage that have not been explored cohesively related to outpatient orthopedic surgery. Consistent with the existing literature, outpatient spine surgery involving two or more levels was most strongly associated with surgical site drainage after surgery.
Keywords: infection; lumbar spine surgery; outpatient surgery; surgical site drainage.