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1.
Surg Endosc ; 35(11): 6335-6343, 2021 11.
Article in English | MEDLINE | ID: mdl-33083930

ABSTRACT

BACKGROUND: Surgeon workload is significant both mentally and physically and may differ by procedure type. When comparing laparoscopic surgery and open surgery, studies have reported contrasting results on the physical and mental workload assessed. METHODS: Wearable posture sensors and pre-/post-surgical questionnaires were employed to assess intraoperative workload and to identify risk factors for surgeons using objective and subjective measures. RESULTS: Data from 49 cases (27 open and 22 laparoscopic surgeries performed by 13 male and 11 female surgeons) were assessed. More than half the surgeons reported a clinically relevant post-surgical fatigue score. The surgeons also self-reported a significant increase in pain for the neck, upper back, and lower back during/after surgery. Procedural time had significant impacts on fatigue, body part pain, and subjective (NASA-TLX) workload. The objectively assessed intraoperative work postures using wearable sensors showed a high musculoskeletal risk for neck and lower back based on their posture overall. Open surgeries had significantly larger neck angles (median [IQR]: 40 [28-47]°) compared with laparoscopic surgeries (median [IQR]: 23 [16-29]°), p < 0.001) and torso (median [IQR]: 17 [14-22]° vs. 13 [10-17]°, p = 0.006). CONCLUSION: Surgeons reported significantly higher levels of fatigue and pain in the neck and lower back during or after performing a surgical case. Longer procedural time resulted in more self-rated fatigue, pain, and subjective workload. Open surgery had higher postural risk. Overall, surgeons spent a disturbingly high percentage of time during surgery in high-risk musculoskeletal postures, especially the neck. These results show that intraoperative postural risk is very high and that interventions are necessary to protect surgeon musculoskeletal health for optimal surgeon performance and career longevity.


Subject(s)
Laparoscopy , Musculoskeletal Pain , Occupational Diseases , Surgeons , Ergonomics , Female , Humans , Male , Musculoskeletal Pain/etiology , Occupational Diseases/etiology
2.
J Am Coll Surg ; 230(4): 554-560, 2020 04.
Article in English | MEDLINE | ID: mdl-32220445

ABSTRACT

BACKGROUND: Surgeons are at high risk of developing musculoskeletal disorders. STUDY DESIGN: This study was designed to identify risk factors and assess intraoperative physical stressors using subjective and objective measures, including type of procedure and equipment used. Wearable sensors and pre- and postoperation surveys were analyzed. RESULTS: Data from 116 cases (34 male and 19 female surgeons) were collected across surgical specialties. Surgeons reported increased pain in the neck, upper, and lower back both during and after operations. High-stress intraoperative postures were also revealed by the real-time measurement in the neck and back. Surgical duration also impacted physical pain and fatigue. Open procedures had more stressful physical postures than laparoscopic procedures. Loupe usage negatively impacted neck postures. CONCLUSIONS: This study highlights the fact that musculoskeletal disorders are common in surgeons and characterizes surgeons' intraoperative posture as well as surgeon pain and fatigue across specialties. Defining intraoperative ergonomic risk factors is of paramount importance to protect the well-being of the surgical workforce.


Subject(s)
Musculoskeletal Diseases/etiology , Occupational Diseases/etiology , Operative Time , Specialties, Surgical , Surgical Procedures, Operative , Adult , Cross-Sectional Studies , Female , Humans , Intraoperative Period , Male , Middle Aged , Musculoskeletal Diseases/epidemiology , Occupational Diseases/epidemiology , Posture , Risk Factors , Specialties, Surgical/instrumentation
4.
J Gastrointest Surg ; 22(5): 913-920, 2018 05.
Article in English | MEDLINE | ID: mdl-29435901

ABSTRACT

PURPOSE: We assessed emergency department (ED) utilization in patients with colorectal cancer to identify factors associated with ED visits and subsequent admission, as well as identify a high-risk subset of patients that could be targeted to reduce ED visits. METHODS: Data from Optum Labs Data Warehouse, a national administrative claims database, was retrospectively analyzed to identify patients with colorectal cancer from 2008 to 2014. Multivariable logistic regression was used to identify factors associated with ED visits and ED "super-users" (3+ visits). Repeated measures analysis was used to model ED visits resulting in hospitalization as a logistic regression based on treatments 30 days prior to ED visit. RESULTS: Of 13,466 patients with colorectal cancer, 7440 (55.2%) had at least one ED visit within 12 months of diagnosis. Factors associated with having an ED visit included non-white race, advancing age, increased comorbidities, and receipt of chemotherapy or radiation. 69.2% of patients who visited the ED were admitted to the hospital. A group of 1834 "super-users" comprised 13.6% of our population yet accounted for 52.1% of the total number of ED visits and 32.3% of admissions. CONCLUSIONS: Over half of privately insured patients undergoing treatment for colorectal cancer will visit the ED within 12 months of diagnosis. Within this group, we identify common factors for a high-risk subset of patients with three or more ED visits who account for over half of all ED visits and a third of all admissions. These patients could potentially be targeted with alternative management strategies in the outpatient setting.


Subject(s)
Colorectal Neoplasms/therapy , Emergency Service, Hospital/statistics & numerical data , Patient Admission/statistics & numerical data , Administrative Claims, Healthcare , Adolescent , Adult , Age Factors , Aged , Comorbidity , Databases, Factual , Female , Humans , Logistic Models , Male , Middle Aged , Racial Groups , Retrospective Studies , Risk Factors , Young Adult
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