Skip to main content
. 2020 May 20;155(7):607–615. doi: 10.1001/jamasurg.2020.1040

Table 2. Multivariate Analysis of Factors Associated With Operating Room Time.

Factors Coefficienta P valueb
ln(EBL)c 0.076 <.001
Age, y 0.008 <.001
Age, y2 −0.0001 <.001
Lymph nodes harvested −0.002 .003
Vascular clamp/resection 0.078 <.001
Concomitant procedure 0.082 .07
Pathology
PDA 1 [Reference] NA
AMP −0.051 .02
IPMN −0.072 .002
NET −0.053 .09
CCA −0.002 .95
Other −0.024 .37
sqrt (case No.) −0.012 .08
Resecting surgeon group
1st vs 2nd generation 0.510 <.001
3rd vs 2nd generation 0.138 .02
sqrt (case No.) by groupc
1st vs 2nd generation −0.038 <.001
3rd vs 2nd generation 0.002 .92
Interceptd 5.521 <.001

Abbreviations: AMP, ampullary; CCA, cholangiocarcinoma; EBL, estimated blood loss; IPMN, intrapapillary mucinous neoplasm; ln, natural logarithm transformation; NA, not applicable; NET, pancreatic neuroendocrine tumor; PDA, pancreatic ductal adenocarcinoma; sqrt, square root transformation.

a

A positive coefficient indicates a predicted increase in average operation time, while a negative coefficient indicates a predicted decrease in average operation time.

b

Statistically significant values at P less than .05.

c

One missing value for EBL was substituted with the median of the nonmissing EBL values.

d

The intercept applies to all surgeries.