| Literature DB >> 35579898 |
Abbas M Hassan1, Malke Asaad1,2, Nikhil R Shah3, Francesco M Egro1,2, Jun Liu1, Renata S Maricevich4, Jesse C Selber1, Matthew M Hanasono1, Charles E Butler1.
Abstract
Importance: Concern regarding surgical trainees' operative autonomy has increased in recent years, emphasizing patient safety and preparation for independent practice. Regarding abdominal wall reconstruction (AWR), long-term outcomes of fellow autonomy have yet to be delineated.Entities:
Mesh:
Year: 2022 PMID: 35579898 PMCID: PMC9115612 DOI: 10.1001/jamanetworkopen.2022.12444
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Univariate and Multivariable Hierarchical Cox Frailty Proportional Hazards Regression Models of Hernia Recurrence
| Variable | Univariate model | Multivariable model | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Surgeon’s academic rank | ||||
| Fellow | 1 [Reference] | NA | 1 [Reference] | NA |
| Assistant professor | 0.73 (0.38-1.40) | .34 | 1.01 (0.51-1.96) | .98 |
| Associate professor | 1.03 (0.50-2.10) | .95 | 1.82 (0.81-4.08) | .15 |
| Senior-level professor | 1.58 (0.79-3.16) | .20 | 2.07 (0.91-4.66) | .08 |
| Wound classification | ||||
| Clean | 1 [Reference] | NA | NA | NA |
| Clean-contaminated, contaminated, or infected | 1.45 (0.95-2.22) | .09 | NA | NA |
| Age | 0.99 (0.97-1.01) | .22 | NA | NA |
| Male sex | 1.06 (0.70-1.59) | .79 | NA | NA |
| Body mass index | 1.04 (1.01-1.07) | .007 | NA | NA |
| Obesity | 2.25 (1.42-3.54) | <.001 | 2.46 (1.55-3.91) | <.001 |
| Tobacco use | 1.10 (0.53-2.28) | .81 | NA | NA |
| Any comorbidity | 0.99 (0.65-1.51) | .95 | NA | NA |
| Coronary artery disease | 1.36 (0.72-2.57) | .34 | NA | NA |
| Diabetes | 1.41 (0.88-2.27) | .16 | NA | NA |
| Pulmonary disease | 1.36 (0.70-2.63) | .36 | NA | NA |
| Kidney disease | 1.54 (0.83-2.85) | .17 | NA | NA |
| Preoperative radiotherapy | 1.35 (0.87-2.10) | .18 | NA | NA |
| Preoperative chemotherapy | 1.26 (0.82-1.95) | .30 | NA | NA |
| ASA status | ||||
| 2 | 1 [Reference] | NA | NA | NA |
| 3 or 4 | 1.15 (0.59-2.23) | .68 | NA | NA |
| Rectus muscle violation | 1.72 (1.12-2.65) | .01 | 1.72 (1.12-2.64) | .01 |
| Parastomal hernia | 1.44 (0.79-2.62) | .23 | NA | NA |
| Prior abdominal surgery (yes vs no) | 0.95 (0.30-3.04) | .94 | NA | NA |
| Prior hernia repair (yes vs no) | 1.44 (0.93-2.24) | .10 | NA | NA |
| Indication for AWR (primary hernia vs extirpative defect) | 1.09 (0.68-1.76) | .72 | NA | NA |
| Defect width, by 5 cm | 1.00 (0.88-1.13) | .97 | NA | NA |
| Defect length, by 5 cm | 1.15 (0.97-1.35) | .10 | NA | NA |
| Defect size, by 50 cm2 | 1.06 (1.00-1.13) | .06 | 1.03 (0.97-1.08) | .38 |
| Defect width >15 cm | 0.90 (0.57-1.42) | .64 | NA | NA |
| Component separation (yes vs no) | 0.44 (0.29-0.68) | <.001 | 0.43 (0.27-0.66) | <.001 |
| Bridged repair | 3.82 (2.37-6.16) | <.001 | 3.15 (1.92-5.20) | <.001 |
| Panniculectomy | 0.98 (0.61-1.59) | .94 | NA | NA |
| Mesh width, by 5 cm | 1.19 (0.95-1.49) | .13 | NA | NA |
| Mesh length, by 5 cm | 1.06 (0.90-1.24) | .48 | NA | NA |
| Mesh size, by 50 cm2 | 1.04 (0.99-1.09) | .11 | NA | NA |
Abbreviations: ASA, American Society of Anesthesiologists; AWR, abdominal wall reconstruction; HR, hazard ratio; NA, not applicable.
Univariate and Multivariable Hierarchal Logistic Regression Models of Surgical Site Occurrence
| Variable | Univariate model | Multivariable model | ||
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | |||
| Surgeon’s academic rank | ||||
| Fellow | 1 [Reference] | NA | 1 [Reference] | NA |
| Assistant professor | 1.09 (0.64-1.84) | .75 | 1.25 (0.70-2.24) | .45 |
| Associate professor | 1.05 (0.60-1.86) | .85 | 1.66 (0.81-3.41) | .17 |
| Senior-level professor | 1.11 (0.59-2.07) | .74 | 1.38 (0.65-2.92) | .41 |
| Wound classification | ||||
| Clean | 1 [Reference] | NA | NA | NA |
| Clean-contaminated, contaminated, or infected | 1.95 (1.37-2.79) | <.001 | NA | NA |
| Age | 0.99 (0.98-1.01) | .44 | NA | NA |
| Male sex | 0.76 (0.54-1.06) | .11 | 0.64 (0.45-0.93) | .02 |
| Body mass index | 1.07 (1.04-1.09) | <.001 | 1.05 (1.03-1.08) | <.001 |
| Obesity | 2.22 (1.56-3.17) | <.001 | NA | NA |
| Tobacco use | 1.03 (0.55-1.93) | .91 | NA | NA |
| Any comorbidity | 1.83 (1.26-2.65) | .001 | 1.54 (1.04-2.28) | .03 |
| Coronary artery disease | 1.25 (0.70-2.21) | .45 | NA | NA |
| Diabetes | 1.94 (1.32-2.86) | .001 | NA | NA |
| Pulmonary disease | 1.88 (1.11-3.18) | .02 | NA | NA |
| Kidney disease | 1.50 (0.86-2.64) | .16 | NA | NA |
| Preoperative radiotherapy | 1.18 (0.81-1.72) | .40 | NA | NA |
| Preoperative chemotherapy | 0.79 (0.56-1.11) | .18 | NA | NA |
| ASA status | ||||
| 2 | 1 [Reference] | NA | NA | NA |
| 3 or 4 | 1.59 (0.88-2.89) | .12 | NA | NA |
| Rectus muscle violation | 2.00 (1.39-2.87) | <.001 | 2.14 (1.44-3.17) | <.001 |
| Parastomal hernia | 1.33 (0.77-2.29) | .30 | NA | NA |
| Prior abdominal surgery (yes vs no) | 1.22 (0.48-3.11) | .68 | NA | NA |
| Prior hernia repair (yes vs no) | 1.21 (0.83-1.76) | .33 | NA | NA |
| Indication for AWR (primary hernia vs extirpative defect) | 0.80 (0.55-1.16) | .23 | NA | NA |
| Defect width, by 5 cm | 1.12 (1.02-1.23) | .02 | NA | NA |
| Defect length, by 5 cm | 1.21 (1.06-1.38) | .004 | NA | NA |
| Defect size, by 50 cm2 | 1.07 (1.02-1.12) | .004 | 1.01 (0.96-1.07) | .60 |
| Defect width >15 cm | 1.21 (0.85-1.74) | .29 | NA | NA |
| Component separation (yes vs no) | 1.42 (0.99-2.04) | .05 | 1.44 (0.97-2.12) | .07 |
| Bridged repair | 1.97 (1.21-3.21) | .007 | 2.04 (1.19-3.50) | .009 |
| Panniculectomy | 1.28 (0.89-1.83) | .18 | NA | NA |
| Mesh width, by 5 cm | 1.44 (1.19-1.74) | <.001 | NA | NA |
| Mesh length, by 5 cm | 1.35 (1.18-1.54) | <.001 | NA | NA |
| Mesh size, by 50 cm2 | 1.10 (1.06-1.15) | <.001 | 1.07 (1.02-1.12) | .004 |
Abbreviations: ASA, American Society of Anesthesiologists; AWR, abdominal wall reconstruction; NA, not applicable; OR, odds ratio.
Univariate and Multivariable Hierarchical Logistic Regression Models of Surgical Site Infection
| Variable | Univariate model | Multivariable model | ||
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | |||
| Surgeon’s academic rank | ||||
| Fellow | 1 [Reference] | NA | 1 [Reference] | NA |
| Assistant professor | 0.78 (0.41-1.47) | .44 | 0.92 (0.45-1.90) | .83 |
| Associate professor | 0.71 (0.35-1.44) | .34 | 0.88 (0.35-2.22) | .79 |
| Senior-level professor | 1.13 (0.58-2.20) | .73 | 1.10 (0.43-2.80) | .85 |
| Wound classification | ||||
| Clean | 1 [Reference] | NA | NA | NA |
| Clean-contaminated, contaminated, or infected | 1.39 (0.88-2.21) | .16 | NA | NA |
| Age | 1.01 (0.99-1.03) | .53 | NA | NA |
| Male sex | 0.86 (0.55-1.33) | .49 | NA | NA |
| Body mass index | 1.03 (1.00-1.06) | .05 | NA | NA |
| Obesity | 1.76 (1.11-2.80) | .02 | 1.52 (0.94-2.47) | .09 |
| Tobacco use | 1.20 (0.55-2.65) | .64 | NA | NA |
| Any comorbidity | 1.51 (0.92-2.46) | .10 | NA | NA |
| Coronary artery disease | 1.54 (0.77-3.07) | .22 | NA | NA |
| Diabetes | 1.25 (0.75-2.10) | .40 | NA | NA |
| Pulmonary disease | 1.75 (0.91-3.35) | .09 | NA | NA |
| Kidney disease | 1.99 (1.03-3.87) | .04 | NA | NA |
| Preoperative radiotherapy | 0.89 (0.53-1.49) | .66 | NA | NA |
| Preoperative chemotherapy | 0.69 (0.45-1.08) | .11 | 0.62 (0.39-0.99) | .04 |
| ASA status | ||||
| 2 | 1 [Reference] | NA | NA | NA |
| 3 or 4 | 1.31 (0.61-2.82) | .50 | NA | NA |
| Rectus muscle violation | 2.08 (1.32-3.30) | .002 | 2.10 (1.29-3.40) | .003 |
| Parastomal hernia | 1.53 (0.79-2.99) | .21 | NA | NA |
| Prior abdominal surgery (yes vs no) | 3.77 (0.50-28.3) | .20 | NA | NA |
| Prior hernia repair (yes vs no) | 1.31 (0.81-2.13) | .27 | NA | NA |
| Indication for AWR (primary hernia vs extirpative defect) | 0.87 (0.54-1.41) | .58 | NA | NA |
| Defect width, by 5 cm | 1.17 (1.04-1.32) | .01 | NA | NA |
| Defect length, by 5 cm | 1.23 (1.04-1.45) | .01 | NA | NA |
| Defect size, by 50 cm2 | 1.08 (1.02-1.14) | .01 | 1.03 (0.97-1.10) | .33 |
| Defect width >15 cm | 1.41 (0.89-2.21) | .14 | NA | NA |
| Component separation (yes vs no) | 1.03 (0.65-1.63) | .89 | NA | NA |
| Bridged repair | 2.03 (1.13-3.66) | .02 | NA | NA |
| Panniculectomy | 1.09 (0.69-1.72) | .70 | NA | NA |
| Mesh width, by 5 cm | 1.31 (1.04-1.64) | .02 | NA | NA |
| Mesh length, by 5 cm | 1.37 (1.16-1.61) | <.001 | 0.82 (0.68-0.98) | .03 |
| Mesh size, by 50 cm2 | 1.09 (1.04-1.14) | .001 | 1.06 (1.01-1.12) | .02 |
Abbreviations: ASA, American Society of Anesthesiologists; AWR, abdominal wall reconstruction; NA, not applicable; OR, odds ratio.
Univariate and Multivariable Hierarchical Mixed Linear Regression Models of Length of Hospital Stay
| Variable | Univariate model | Multivariable model | ||
|---|---|---|---|---|
| β (95% CI) | β (95% CI) | |||
| Surgeon’s academic rank | ||||
| Fellow | 1 [Reference] | NA | 1 [Reference] | NA |
| Assistant professor | −0.02 (−0.16 to 0.12) | .78 | 0.04 (−0.10 to 0.17) | .60 |
| Associate professor | −0.11 (−0.27 to 0.05) | .17 | 0.06 (−0.11 to 0.24) | .48 |
| Senior-level professor | −0.25 (−0.42 to −0.07) | .006 | 0.07 (−0.13 to 0.27) | .47 |
| Wound classification | ||||
| Clean | 1 [Reference] | NA | NA | NA |
| Clean-contaminated, contaminated, or infected | 0.42 (0.34 to 0.49) | <.001 | 0.36 (0.27 to 0.45) | <.001 |
| Age | 0.005 (0.002 to 0.009) | .006 | 0.005 (0.002 to 0.009) | .003 |
| Male sex | 0.17 (0.09 to 0.25) | <.001 | 0.09 (0.01 to 0.17) | .03 |
| Body mass index | 0.003 (−0.004 to 0.01) | .83 | NA | NA |
| Obesity | −0.01 (−0.09 to 0.07) | .77 | NA | NA |
| Tobacco use | 0.15 (−0.00 to 0.30) | .05 | NA | NA |
| Any comorbidity | 0.09 (0.01 to 0.18) | .04 | NA | NA |
| Coronary artery disease | 0.21 (0.06 to 0.35) | .005 | NA | NA |
| Diabetes | 0.06 (−0.05 to 0.16) | .28 | NA | NA |
| Pulmonary disease | 0.12 (−0.02 to 0.26) | .10 | NA | NA |
| Kidney disease | 0.23 (0.08 to 0.38) | .003 | NA | NA |
| Preoperative radiotherapy | 0.05 (−0.04 to 0.14) | .29 | NA | NA |
| Preoperative chemotherapy | −0.01 (−0.09 to 0.08) | .90 | NA | NA |
| ASA status | ||||
| 2 | 1 [Reference] | NA | NA | NA |
| 3 or 4 | 0.20 (0.07 to 0.33) | .003 | NA | NA |
| Rectus muscle violation | 0.28 (0.19 to 0.38) | <.001 | 0.19 (0.07 to 0.30) | .001 |
| Parastomal hernia | 0.08 (−0.06 to 0.22) | .26 | −0.22 (−0.38 to −0.05) | .009 |
| Prior abdominal surgery (yes vs no) | 0.10 (−0.11 to 0.32) | .35 | NA | NA |
| Prior hernia repair (yes vs no) | 0.06 (−0.04 to 0.15) | .24 | NA | NA |
| Indication for AWR (primary hernia vs extirpative defect) | −0.19 (−0.28 to −0.09) | <.001 | −0.20 (−0.30 to −0.11) | <.001 |
| Defect width, by 5 cm | 0.05 (0.03 to 0.08) | <.001 | 0.03 (0.00 to 0.05) | .03 |
| Defect length, by 5 cm | 0.07 (0.03 to 0.10) | <.001 | NA | NA |
| Defect size, by 50 cm2 | 0.03 (0.02 to 0.04) | <.001 | NA | NA |
| Defect width >15 cm | 0.15 (0.05 to 0.24) | .002 | NA | NA |
| Component separation (yes vs no) | 0.03 (−0.05 to 0.12) | .44 | NA | NA |
| Bridged repair | 0.24 (0.11 to 0.37) | <.001 | 0.20 (0.07 to 0.33) | .003 |
| Panniculectomy | −0.01 (−0.10 to 0.09) | .90 | NA | NA |
| Mesh width, by 5 cm | 0.14 (0.09 to 0.18) | <.001 | NA | NA |
| Mesh length, by 5 cm | 0.11 (0.08 to 0.14) | <.001 | NA | NA |
| Mesh size, by 50 cm2 | 0.04 (0.03 to 0.05) | <.001 | 0.03 (0.02 to 0.04) | <.001 |
Abbreviations: ASA, American Society of Anesthesiologists; AWR, abdominal wall reconstruction; NA, not applicable.
Univariate and Multivariable Hierarchical Logistic Regression Models of Unplanned Return to the Operating Room
| Variable | Univariate model | Multivariable model | ||
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | |||
| Surgeon’s academic rank | ||||
| Fellow | 1 [Reference] | NA | 1 [Reference] | NA |
| Assistant professor | 0.57 (0.28-1.20) | .14 | 0.22 (0.08-0.64) | .005 |
| Associate professor | 1.21 (0.58-2.53) | .60 | 0.42 (0.13-1.33) | .14 |
| Senior-level professor | 0.73 (0.33-1.65) | .45 | 0.20 (0.06-0.69) | .01 |
| Wound classification | ||||
| Clean | 1 [Reference] | NA | NA | NA |
| Clean-contaminated, contaminated, or infected | 1.31 (0.78-2.17) | .31 | NA | NA |
| Age, y | 0.99 (0.97-1.01) | .22 | NA | NA |
| Sex, male | 1.42 (0.87-2.32) | .17 | NA | NA |
| Body mass index | 1.02 (0.99-1.06) | .21 | NA | NA |
| Obesity | 1.02 (0.62-1.67) | .95 | NA | NA |
| Tobacco use | 0.70 (0.24-2.01) | .51 | NA | NA |
| Any comorbidity | 1.26 (0.74-2.14) | .39 | NA | NA |
| Coronary artery disease | 0.78 (0.30-2.03) | .61 | NA | NA |
| Diabetes | 1.14 (0.63-2.07) | .66 | NA | NA |
| Pulmonary disease | 1.71 (0.83-3.56) | .15 | NA | NA |
| Kidney disease | 1.39 (0.63-3.08) | .41 | NA | NA |
| Preoperative radiotherapy | 0.98 (0.55-1.74) | .95 | NA | NA |
| Preoperative chemotherapy | 1.26 (0.74-2.13) | .39 | NA | NA |
| ASA status | ||||
| 2 | 1 [Reference] | NA | NA | NA |
| 3 or 4 | 1.00 (0.45-2.19) | .99 | NA | NA |
| Rectus muscle violation | 2.08 (1.24-3.49) | .006 | 1.99 (1.16-3.39) | .01 |
| Parastomal hernia | 1.48 (0.69-3.17) | .31 | NA | NA |
| Prior abdominal surgery (yes vs no) | 1.34 (0.31-5.85) | .70 | NA | NA |
| Prior hernia repair (yes vs no) | 1.30 (0.75-2.23) | .35 | NA | NA |
| Indication for AWR (primary hernia vs extirpative defect) | 0.83 (0.48-1.41) | .48 | NA | NA |
| Defect width, by 5 cm | 0.95 (0.82-1.11) | .52 | NA | NA |
| Defect length, by 5 cm | 1.06 (0.87-1.30) | .55 | NA | NA |
| Defect size, by 50 cm2 | 1.00 (0.93-1.08) | .99 | NA | NA |
| Defect width >15 cm | 0.70 (0.39-1.25) | .23 | NA | NA |
| Component separation (yes vs no) | 0.86 (0.51-1.45) | .58 | NA | NA |
| Bridged repair | 1.71 (0.87-3.38) | .12 | NA | NA |
| Panniculectomy | 0.92 (0.53-1.58) | .76 | NA | NA |
| Mesh width, by 5 cm | 1.16 (0.89-1.51) | .28 | NA | NA |
| Mesh length, by 5 cm | 1.30 (1.09-1.56) | .003 | NA | NA |
| Mesh size, by 50 cm2 | 1.09 (1.03-1.15) | .003 | 1.08 (1.02-1.15) | .005 |
Abbreviations: ASA, American Society of Anesthesiologists; AWR, abdominal wall reconstruction; NA, not applicable; OR, odds ratio.