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Decreased Bile Duct Injury Rate During Laparoscopic Cholecystectomy in the Era of the 80-Hour Resident Workweek FREE

Arezou Yaghoubian, MD; Guy Saltmarsh, MD; David K. Rosing, MD; Roger J. Lewis, MD, PhD; Bruce E. Stabile, MD; Christian de Virgilio, MD
Arch Surg. 2008;143(9):847-851. doi:10.1001/archsurg.143.9.847.
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Background  Considerable concern has been raised about the effects of restricted duty hours on surgical training. However, to our knowledge, the effect of the 80-hour resident workweek on operative outcomes after laparoscopic cholecystectomy has not been well studied.

Objective  To compare the rates of bile duct injury and overall complications after laparoscopic cholecystectomy before and after the institution of the duty-hour restriction.

Design  Retrospective review of patient medical records to determine morbidity and mortality before (January 1, 2000, to June 30, 2003; period 1) and after (July 1, 2003, to June 30, 2006; period 2) implementation of duty hour limitations.

Setting  Major public teaching hospital.

Patients  A total of 2470 patients who had undergone laparoscopic cholecystectomy.

Main Outcome Measures  Bile duct injury and overall complication rates as determined using multivariate analysis.

Results  Overall, 2470 laparoscopic cholecystectomy procedures were performed, including 1353 in period 1 and 1117 in period 2. In period 2, more patients had acute cholecystitis as the indication for surgery (49% vs 35% in period 1, P < .001), and a higher percentage of patients were male (22% vs 18%, P = .01). The incidence of bile duct injury and total complications decreased in period 2 from 1% to 0.4%(P = .04) and from 5% to 2% (P < .001), respectively. Mortality was unchanged. Multivariate analysis revealed that period 2 was protective for bile duct injury (odds ratio, 0.31; 95% confidence interval, 0.1-0.96; P = .04). For complications, both female sex (odds ratio, 0.62; 95% confidence interval, 0.38-0.9) and surgery during period 2 (odds ratio, 0.46; 95% confidence interval, 0.28-0.75) were protective, whereas older age (odds ratio, 1.03; 95% confidence interval, 1.02-1.05) was associated with complications.

Conclusion  At a major public teaching hospital, the bile duct injury rate and the overall complication rate decreased after implementation of the 80-hour workweek.

The 80-hour workweek restriction for residency training was instituted on July 1, 2003, because of concerns about patient safety and resident well-being. However, some surgical educators have expressed misgivings about the restricted hours because of more frequent shift changes, decreased patient exposure for residents, interruption in continuity of care, and increased potential for communication breakdown. As a result of these concerns, it has been hypothesized that duty-hour restrictions may lead to paradoxical deterioration in patient care and surgical outcomes at teaching hospitals.1 These warnings have been mitigated, at least in part, by recent published articles.25 For example, we recently demonstrated that trauma outcomes at a busy level I trauma center were unchanged after the institution of the 80-hour workweek.2

Few articles have evaluated the effects of the 80-hour workweek on the outcomes of laparoscopic cholecystectomy and, more specifically, the rate of bile duct injury. This is an important issue for several reasons. Laparoscopic cholecystectomy is one of the most commonly performed procedures by surgical residents nationwide. Previous studies using simulators have indicated that sleep deprivation has substantial adverse effects on laparoscopic skills in residents.68 Bile duct injury has a potentially devastating long-term adverse effect on the patient. Furthermore, despite the less invasive nature of laparoscopic surgery, the rate of bile duct injury is higher for laparoscopic than for open cholecystectomy and is frequently the result of technical error.9 Our institution is a public teaching hospital in which chief residents under supervision of the attending surgeon frequently serve as teaching residents for junior residents for these surgical procedures. The study objective was to compare the rates of bile duct injury and overall complications after laparoscopic cholecystectomy before and after the institution of the duty-hour restriction.

The Department of Surgery, Harbor-UCLA Medical Center, Torrance, California, has a 6-year residency program in general surgery. To comply with the 80-hour workweek, numerous changes were implemented in the residency program before July 2003 that have been described in detail previously.2 As a result of these changes, the average in-house call requirements for the surgical residents decreased from once every 4.8 nights before duty hour changes to once every 6.4 nights after the changes.

To study the effects of the work hour changes on patient outcomes, we compared the morbidity and mortality for laparoscopic cholecystectomy performed because of benign biliary disease between 2 periods: January 1, 2000, to June 30, 2003 (period 1), and July 1, 2003, to June 30,2006 (period 2), via a retrospective review of patient medical records. Cholecystectomies performed in conjunction with other abdominal operations or because of nonbiliary disease were excluded from analysis. All patients were operated on and their care managed by surgery residents as the primary surgeons under the supervision of attending surgeons. Our surgery department encourages liberal use of intraoperative cholangiography (IOC), but the final decision to perform IOC was at the discretion of the attending surgeon. Intraoperative cholangiography was attempted routinely in patients with gallstone pancreatitis or suspected common bile duct stones, and when anatomy was unclear. Endoscopic retrograde cholangiopancreatography (ERCP) was performed preoperatively in patients with suspected cholangitis or suspected choledocholithiasis and postoperatively in patients with common bile duct stones seen at IOC. Patient data collected included age, sex, and race/ethnicity; history of diabetes mellitus; indication for cholecystectomy; whether IOC or ERCP was performed; conversion to open cholecystectomy; and complications or death.

STUDY END POINTS

The primary end point of the study was bile duct injury. This included major and minor intraoperative injury to the bile ducts (common bile duct, common hepatic duct, and right and left hepatic ducts) and postoperative bile duct leak including cystic duct stump leak. A major bile duct injury was defined as a complete transaction or any injury that required biliary-enteric bypass. A minor bile duct injury was defined as an incisional injury that was repaired primarily or a bile leak that required a therapeutic postoperative ERCP intervention such as endoscopic sphincterotomy or stent placement. A bile duct leak was defined as bilirubin concentration in the drain exceeding that in the serum or bile duct leakage seen on a nuclear scintigram. The secondary end point included a composite of all postoperative complications including intraoperative bleeding requiring conversion to open cholecystectomy, postoperative bleeding requiring transfusion, pneumonia, wound or urinary tract infection, and death.

STATISTICAL ANALYSIS

Patient data were collected on a spreadsheet (Microsoft Excel; Microsoft Corp, Redmond, Washington) and translated into a native statistical analysis system format using DBMS/Copy (DataFlux Corp, Cary, North Carolina). Descriptive statistics were calculated for all variables. Numerical variables were compared using the nonparametric Wilcoxon rank sum test and are reported as medians with interquartile ranges. Categorical or nominal variables were compared using the χ2 test or Fisher exact test as appropriate. Statistical comparisons were conducted with subjects separated into periods 1 and 2. In addition, multivariate logistic regression analysis was performed with bile duct injury and any complication as the 2 dependent variables or outcomes of interest. The independent or predictor variables were age, sex, operation period, diabetes mellitus, and acute cholecystitis. The results of the logistic regression models are given as odds ratios for a 1-U change in the predictor variable of interest, with the associated 95% confidence intervals. P < .05 was deemed statistically significant; no adjustment was made for multiple comparisons. All statistical comparisons were performed using commercially available statistical software (SAS version 9.1; SAS Institute, Inc, Cary, North Carolina). This study was approved by the institutional review board of the Los Angeles BioMedical Institute at Harbor-UCLA Medical Center.

OVERALL GROUP

A total of 2470 laparoscopic cholecystectomies were performed. The median patient age was 37 years, and 20% of the patients were male. Race/ethnicity included Hispanic (84%), white (5%), African American (5%), Asian (3%), and other (3%) categories. Indications for cholecystectomy included acute cholecystitis (41%), symptomatic cholelithiasis (24%), gallstone pancreatitis (23%), and choledocholithiasis (13%). All procedures were initially begun laparoscopically, with 14% requiring conversion to open cholecystectomy. Intraoperative cholangiography was performed in 74% of patients, and ERCP was performed in 24%. The overall complication rate was 4%, and there was 1 death (mortality rate, 0.04%). The bile duct injury rate was 0.8%, including a major duct injury rate of 0.2%, a minor duct injury rate of 0.3%, and a postoperative bile leak rate of 0.2%. The median length of hospital stay was 5 days.

COMPARISON OF PRE– AND POST–WORK HOUR RESTRICTIONS: DEMOGRAPHIC, CLINICAL, AND OUTCOME DATA

There were 1353 patients in period 1 and 1117 patients in period 2, with a similar median age of 37 years. There was a higher percentage of males in period 2 (22% vs 18%; P = .01) and a higher percentage of Hispanic patients (85% vs 82%; P = .02). There was a similar incidence of diabetes mellitus in the 2 groups: 8% and 7% in periods 1 and 2, respectively. Acute cholecystitis was the most common indication for laparoscopic cholecystectomy in both groups; however, more patients in period 2 had acute cholecystitis (49% vs 35%; P < .001). The rate of conversion from laparoscopic to open cholecystectomy increased in period 2 from 13% to 16% (P = .02). Fewer patients underwent IOC in period 2 (from 76% to 70%; P = .001). The use of ERCP was unchanged between the 2 periods. The overall rate of bile duct injury decreased in period 2 compared with period 1 (Table 1). Similarly, the overall complication rate decreased in period 2 (Table 1). Complications in period 1 were intraoperative procedural (19 patients), infectious (14 patients), cardiovascular (7 patients), gastrointestinal (6 patients), respiratory (5 patients), metabolic (1 patient), and neurologic (1 patient). Complications in period 2 were intraoperative procedural (9 patients), infectious (6 patients), cardiovascular (3 patients), gastrointestinal (1 patient), respiratory (2 patients), and neurologic (1 patient). The median length of hospital stay decreased from 6 to 5 days (P < .001).

Table Grahic Jump LocationTable 1. Comparison of Patient Characteristics and Outcomes Associated With Laparoscopic Cholecystectomy During Pre– and Post–80-Hour Resident Workweek Eras
MANAGEMENT OF BILE DUCT INJURIES

In period 1, of 15 bile duct injuries, 2 were major injuries treated with biliary-enteric bypass and 6 were postoperative bile leaks, of which all but 1 were treated with postoperative ERCP interventions. Seven patients had minor bile duct injuries, of which 5 were treated with primary duct repair and 2 were treated with postoperative ERCP interventions. In contrast, in period 2, of 4 bile duct injuries, 3 were major injuries requiring biliary-enteric bypass. The 1 minor injury was treated with primary repair of the bile duct.

MULTIVARIATE ANALYSIS

At multivariate analysis (Table 2), only surgery during period 2 was inversely associated with bile duct injury. At multivariate analysis of factors associated with overall complications (Table 2), age was associated with an increased risk of complications, whereas female sex and surgery during period 2 were inversely related.

Table Grahic Jump LocationTable 2. Multivariate Analysis of Bile Duct Injury and Complications

The present single-institution study at a major public teaching hospital compared the outcomes of laparoscopic cholecystectomy before and after the institution of the 80-hour resident workweek. The major findings of the study were that the bile duct injury and overall complication rates significantly decreased, from 1.1% to 0.4% (P = .04) and from 5% to 2% (< .001), respectively, during the era of duty-hour restriction. At multivariate analysis, surgery during period 2 was the only factor associated with decreased risk of bile duct injury. Insofar as overall complications, female sex and surgery during period 2 were associated with a decreased risk of complications, whereas age was associated with an increased risk. At subset analysis, the rates of major bile duct injury were unchanged. The complication rate in period 2 decreased despite there being a higher percentage of patients with acute cholecystitis and a greater percentage of male patients, both of which have been shown to be associated with a higher risk of bile duct injury.1018

There are several potential explanations for the improved results in period 2. With the advent of resident duty-hour restrictions, many institutions have noted an increase in attending surgeon hours and their involvement in perioperative care.3 This has been observed anecdotally at our institution. Another possible explanation is that difficult cases may have been more often delayed until daytime hours because our hospital is a busy level I trauma center and the operative trauma volume has increased dramatically in recent years. The conversion rate to open cholecystectomy increased from 13% to 16% in period 2, which suggests a lower threshold for conversion when difficult dissection was encountered. Alternatively, the increased conversion rate may simply reflect the greater frequency of acute cholecystitis during period 2. To our knowledge, only 1 other study has evaluated the effects of resident work hours on complications during laparoscopic cholecystectomy. Naylor et al,3 in a study of 275 patients, evaluated technical complications of emergency laparoscopic cholecystectomy and found no correlation between complication rates and the imposition of the work era restrictions. They similarly attributed their improved outcomes to increased attending surgeon involvement and delaying difficult cases until the morning, when well-rested residents were available.

Data for the effect of resident sleep deprivation on patient outcomes and quality of care are conflicting. A survey of US anesthesiologists reported that 61% made fatigue-related errors.5 In another survey of 225 residents, tiredness was judged the single most important factor contributing to the lack of quality patient care.19 However, Ellman et al20 demonstrated that short-term sleep deprivation in thoracic surgery residents did not affect operative efficiency, morbidity, or mortality in cardiac surgical operations. Other recent studies have noted unchanged morbidity and mortality in trauma, general, and vascular surgery patients after the institution of duty-hour restrictions.2,45

The deleterious effects of excessive work hours and sleep deprivation on learning and technical skill also have been investigated. Goldman et al6 compared videotapes of postcall operations performed by surgical residents after fewer than 2 hours of sleep with videotapes of the same residents performing operations after longer periods of sleep. They found that 30% more operative time was required because of poorly planned maneuvers by sleep-deprived residents. Two simulated laparoscopy studies found that substantially more errors were made and more time was required to perform procedures on mornings after being on call during the night.78 Taffinder et al7 determined that surgeons who were awake throughout the night made 20% more errors and took 14% longer to complete tasks than those who had a full night's sleep.

Risk factors for complications and bile duct injury during laparoscopic cholecystectomy have been well studied. Giger et al10 evaluated 22 953 patients in the Swiss Association Laparoscopic and Thorascopic Database and found several factors to be predictive of a complication in laparoscopic cholecystectomy. These included male sex, heavier body weight, surgeon experience, and prolonged duration of the intervention. Risk factors for bile duct injury during laparoscopic cholecystectomy included male sex, older age, and high degree of severity of disease.1118

In conclusion, we observed improved outcomes in the era of restricted resident work hours in patients undergoing laparoscopic cholecystectomy. Despite the concerns that work hour restrictions may have deleterious effects on patient care and resident education, these results clearly indicate otherwise. Whether the better-rested resident surgeon leads to better surgical outcomes needs further study.

Correspondence: Christian de Virgilio, MD, Department of Surgery, Harbor-UCLA Medical Center, 1000 W Carson St, Box 25, Bldg 1-E, Torrance, CA 90509 (cdevirgilio@labiomed.org).

Accepted for Publication: April 13, 2008.

Author Contributions: Dr Yaghoubian had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Study concept and design: de Virgilio. Acquisition of data: Yaghoubian, Saltmarsh, Rosing, and de Virgilio. Analysis and interpretation of data: Yaghoubian, Lewis, Stabile, and de Virgilio. Drafting of the manuscript: Yaghoubian, Saltmarsh, Rosing, Stabile, and de Virgilio. Critical revision of the manuscript for important intellectual content: Yaghoubian, Lewis, and de Virgilio. Statistical analysis: Yaghoubian, Saltmarsh, Lewis, and de Virgilio. Administrative, technical, and material support: Stabile and de Virgilio. Study supervision: de Virgilio.

Financial Disclosure: None reported.

Previous Presentation: This paper was presented at the Pacific Coast Surgical Association 79th Annual Meeting; February 16, 2008; San Diego, California; and is published after peer review and revision. The discussions that follow this article are based on the originally submitted manuscript and not the revised manuscript.

Barden  CBSpecht  MC McCarter  MD  et al.  Effects of limited work hours on surgical training. J Am Coll Surg 2002;195 (4) 531- 538
PubMed
de Virgilio  CYaghoubian  ALewis  RJStabile  BEPutnam  BA The 80-hour resident workweek does not adversely affect patient outcomes or resident education. Curr Surg 2006;63 (6) 435- 439
PubMed
Naylor  RARege  RVValentine  RJ Do resident duty hour restrictions reduce technical complications of emergency laparoscopic cholecystectomy? J Am Coll Surg 2005;201 (5) 724- 731
PubMed
Schenarts  PBowen  JBard  M  et al.  The effect of a rotating night-float coverage scheme on preventable and potentially preventable morbidity at a level 1 trauma center. Am J Surg 2005;190 (1) 147- 152
PubMed
Kaafarani  HMItani  KMPetersen  LAThornby  JBerger  DH Does resident hours reduction have an impact on surgical outcomes? J Surg Res 2005;126 (2) 167- 171
PubMed
Goldman  LI McDonough  MTRosemond  GP Stresses affecting surgical performance and learning, I: correlation of heart rate, electrocardiogram and operation simultaneously recorded on videotapes. J Surg Res 1972;12 (2) 83- 86
PubMed
Taffinder  NJ McManus  ICGul  YRussell  RCDarzi  A Effect of sleep deprivation on surgeons' dexterity on laparoscopy simulator [letter]. Lancet 1998;352 (9135) 1191
PubMed
Grantcharov  TPBardram  LFunch-Jensen  PRosenberg  J Laparoscopic performance after one night on call in a surgical department: prospective study. BMJ 2001;323 (7323) 1222- 1223
PubMed
Fletcher  DRHobbs  MSTan  P  et al.  Complications of cholecystectomy: risks of the laparoscopic approach and protective effects of operative cholangiography; a population-based study. Ann Surg 1999;229 (4) 449- 457
PubMed
Giger  UFMichel  JMOpitz  ITh Inderbitzin  DKocher  TKrähenbühl  LSwiss Association of Laparoscopic and Thoracoscopic Surgery (SALTS) Study Group, Risk factors for perioperative complications in patients undergoing laparoscopic cholecystectomy: analysis of 22 953 consecutive cases from the Swiss Association of Laparoscopic and Thoracoscopic Surgery database. J Am Coll Surg 2006;203 (5) 723- 728
PubMed
Krähenbühl  LSclabas  GWente  MNSchäfer  MSchlumpf  RBüchler  MW Incidence, risk factors, and prevention of biliary tract injuries during laparoscopic cholecystectomy in Switzerland. World J Surg 2001;25 (10) 1325- 1330
PubMed
Schol  FPGo  PMGouma  DJ Risk factors for bile duct injury in laparoscopic cholecystectomy:analysis of 49 cases. Br J Surg 1994;81 (12) 1786- 1788
PubMed
Grönroos  JMHämäläinen  MTKarvonen  JGullichsen  RLaine  S Is male gender a risk factor for bile duct injury during laparoscopic cholecystectomy? Langenbecks Arch Surg 2003;388 (4) 261- 264
PubMed
Way  LWStewart  LGantert  W  et al.  Causes and prevention of laparoscopic bile duct injuries: analysis of 252 cases from a human factors and cognitive psychology perspective. Ann Surg 2003;237 (4) 460- 469
PubMed
Gigot  JF Bile duct injury during laparoscopic cholecystectomy: risk factors, mechanisms, type, severity and immediate detection. Acta Chir Belg 2003;103 (2) 154- 160
PubMed
Andrén-Sandberg  AAlinder  GBengmark  S Accidental lesions of the common bile duct at cholecystectomy: pre- and perioperative factors of importance. Ann Surg 1985;201 (3) 328- 332
PubMed
Kum  CKEypasch  ELefering  RPaul  ANeugebauer  ETroidl  H Laparoscopic cholecystectomy for acute cholecystitis: is it really safe? World J Surg 1996;20 (1) 43- 49
PubMed
Deziel  DJMillikan  KWEconomou  SGDoolas  AKo  STAiran  MC Complications of laparoscopic cholecystectomy: a national survey of 4292 hospitals and an analysis of 77 604 cases. Am J Surg 1993;165 (1) 9- 14
PubMed
Firth-Cozens  JGreenhalgh  J Doctors' perceptions of the links between stress and lowered clinical care. Soc Sci Med 1997;44 (7) 1017- 1022
PubMed
Ellman  PIKron  ILAlvis  JS  et al.  Acute sleep deprivation in the thoracic surgical resident does not affect operative outcomes. Ann Thorac Surg 2005;80 (1) 60- 64
PubMed

Financial Disclosure: None reported.

Figures

Tables

Table Grahic Jump LocationTable 1. Comparison of Patient Characteristics and Outcomes Associated With Laparoscopic Cholecystectomy During Pre– and Post–80-Hour Resident Workweek Eras
Table Grahic Jump LocationTable 2. Multivariate Analysis of Bile Duct Injury and Complications

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Country-Specific Mortality and Growth Failure in Infancy and Yound Children and Association With Material Stature

Use interactive graphics and maps to view and sort country-specific infant and early dhildhood mortality and growth failure data and their association with maternal

References

Barden  CBSpecht  MC McCarter  MD  et al.  Effects of limited work hours on surgical training. J Am Coll Surg 2002;195 (4) 531- 538
PubMed
de Virgilio  CYaghoubian  ALewis  RJStabile  BEPutnam  BA The 80-hour resident workweek does not adversely affect patient outcomes or resident education. Curr Surg 2006;63 (6) 435- 439
PubMed
Naylor  RARege  RVValentine  RJ Do resident duty hour restrictions reduce technical complications of emergency laparoscopic cholecystectomy? J Am Coll Surg 2005;201 (5) 724- 731
PubMed
Schenarts  PBowen  JBard  M  et al.  The effect of a rotating night-float coverage scheme on preventable and potentially preventable morbidity at a level 1 trauma center. Am J Surg 2005;190 (1) 147- 152
PubMed
Kaafarani  HMItani  KMPetersen  LAThornby  JBerger  DH Does resident hours reduction have an impact on surgical outcomes? J Surg Res 2005;126 (2) 167- 171
PubMed
Goldman  LI McDonough  MTRosemond  GP Stresses affecting surgical performance and learning, I: correlation of heart rate, electrocardiogram and operation simultaneously recorded on videotapes. J Surg Res 1972;12 (2) 83- 86
PubMed
Taffinder  NJ McManus  ICGul  YRussell  RCDarzi  A Effect of sleep deprivation on surgeons' dexterity on laparoscopy simulator [letter]. Lancet 1998;352 (9135) 1191
PubMed
Grantcharov  TPBardram  LFunch-Jensen  PRosenberg  J Laparoscopic performance after one night on call in a surgical department: prospective study. BMJ 2001;323 (7323) 1222- 1223
PubMed
Fletcher  DRHobbs  MSTan  P  et al.  Complications of cholecystectomy: risks of the laparoscopic approach and protective effects of operative cholangiography; a population-based study. Ann Surg 1999;229 (4) 449- 457
PubMed
Giger  UFMichel  JMOpitz  ITh Inderbitzin  DKocher  TKrähenbühl  LSwiss Association of Laparoscopic and Thoracoscopic Surgery (SALTS) Study Group, Risk factors for perioperative complications in patients undergoing laparoscopic cholecystectomy: analysis of 22 953 consecutive cases from the Swiss Association of Laparoscopic and Thoracoscopic Surgery database. J Am Coll Surg 2006;203 (5) 723- 728
PubMed
Krähenbühl  LSclabas  GWente  MNSchäfer  MSchlumpf  RBüchler  MW Incidence, risk factors, and prevention of biliary tract injuries during laparoscopic cholecystectomy in Switzerland. World J Surg 2001;25 (10) 1325- 1330
PubMed
Schol  FPGo  PMGouma  DJ Risk factors for bile duct injury in laparoscopic cholecystectomy:analysis of 49 cases. Br J Surg 1994;81 (12) 1786- 1788
PubMed
Grönroos  JMHämäläinen  MTKarvonen  JGullichsen  RLaine  S Is male gender a risk factor for bile duct injury during laparoscopic cholecystectomy? Langenbecks Arch Surg 2003;388 (4) 261- 264
PubMed
Way  LWStewart  LGantert  W  et al.  Causes and prevention of laparoscopic bile duct injuries: analysis of 252 cases from a human factors and cognitive psychology perspective. Ann Surg 2003;237 (4) 460- 469
PubMed
Gigot  JF Bile duct injury during laparoscopic cholecystectomy: risk factors, mechanisms, type, severity and immediate detection. Acta Chir Belg 2003;103 (2) 154- 160
PubMed
Andrén-Sandberg  AAlinder  GBengmark  S Accidental lesions of the common bile duct at cholecystectomy: pre- and perioperative factors of importance. Ann Surg 1985;201 (3) 328- 332
PubMed
Kum  CKEypasch  ELefering  RPaul  ANeugebauer  ETroidl  H Laparoscopic cholecystectomy for acute cholecystitis: is it really safe? World J Surg 1996;20 (1) 43- 49
PubMed
Deziel  DJMillikan  KWEconomou  SGDoolas  AKo  STAiran  MC Complications of laparoscopic cholecystectomy: a national survey of 4292 hospitals and an analysis of 77 604 cases. Am J Surg 1993;165 (1) 9- 14
PubMed
Firth-Cozens  JGreenhalgh  J Doctors' perceptions of the links between stress and lowered clinical care. Soc Sci Med 1997;44 (7) 1017- 1022
PubMed
Ellman  PIKron  ILAlvis  JS  et al.  Acute sleep deprivation in the thoracic surgical resident does not affect operative outcomes. Ann Thorac Surg 2005;80 (1) 60- 64
PubMed

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