PT  - JOURNAL ARTICLE
AU  - Passias, Peter G.
AU  - Poorman, Gregory W.
AU  - Vasquez-Montes, Dennis
AU  - Kummer, Nicholas
AU  - Mundis, Gregory
AU  - Anand, Neel
AU  - Horn, Samantha R.
AU  - Segreto, Frank A.
AU  - Passfall, Lara
AU  - Krol, Oscar
AU  - Diebo, Bassel
AU  - Burton, Doug
AU  - Buckland, Aaron
AU  - Gerling, Michael
AU  - Soroceanu, Alex
AU  - Eastlack, Robert
AU  - Kojo Hamilton, D.
AU  - Hart, Robert
AU  - Schwab, Frank
AU  - Lafage, Virginie
AU  - Shaffrey, Christopher
AU  - Sciubba, Daniel
AU  - Bess, Shay
AU  - Ames, Christopher
AU  - Klineberg, Eric
AU  - ,
TI  - Predictive Analytics for Determining Extended Operative Time in Corrective Adult Spinal Deformity Surgery
AID  - 10.14444/8174
DP  - 2022 Apr 01
TA  - International Journal of Spine Surgery
PG  - 291--299
VI  - 16
IP  - 2
4099  - https://www.ijssurgery.com/content/16/2/291.short
4100  - https://www.ijssurgery.com/content/16/2/291.full
SO  - Int J Spine Surg2022 Apr 01; 16
AB  - Background More sophisticated surgical techniques for correcting adult spinal deformity (ASD) have increased operative times, adding to physiologic stress on patients and increased complication incidence. This study aims to determine factors associated with operative time using a statistical learning algorithm.Methods Retrospective review of a prospective multicenter database containing 837 patients undergoing long spinal fusions for ASD. Conditional inference decision trees identified factors associated with skin-to-skin operative time and cutoff points at which factors have a global effect. A conditional variable-importance table was constructed based on a nonreplacement sampling set of 2000 conditional inference trees. Means comparison for the top 15 variables at their respective significant cutoffs indicated effect sizes.Results Included: 544 surgical ASD patients (mean age: 58.0 years; fusion length 11.3 levels; operative time: 378 minutes). The strongest predictor for operative time was institution/surgeon. Center/surgeons, grouped by decision tree hierarchy, a and b were, on average, 2 hours faster than center/surgeons c-f, who were 43 minutes faster than centers g-j, all P < 0.001. The next most important predictors were, in order, approach (combined vs posterior increases time by 139 minutes, P < 0.001), levels fused (<4 vs 5–9 increased time by 68 minutes, P < 0.050; 5–9 vs < 10 increased time by 47 minutes, P < 0.001), age (age <50 years increases time by 57 minutes, P < 0.001), and patient frailty (score <1.54 increases time by 65 minutes, P < 0.001). Surgical techniques, such as three-column osteotomies (35 minutes), interbody device (45 minutes), and decompression (48 minutes), also increased operative time. Both minor and major complications correlated with <66 minutes of increased operative time. Increased operative time also correlated with increased hospital length of stay (LOS), increased estimated intraoperative blood loss (EBL), and inferior 2-year Oswestry Disability Index (ODI) scores.Conclusions Procedure location and specific surgeon are the most important factors determining operative time, accounting for operative time increases <2 hours. Surgical approach and number of levels fused were also associated with longer operative times, respectively. Extended operative time correlated with longer LOS, higher EBL, and inferior 2-y ODI outcomes.Clinical Relevance We further identified the poor outcomes associated with extended operative time during surgical correction of ASD, and attributed the useful predictors of time spent in the operating room, including site, surgeon, surgical approach, and the number of levels fused.Level of Evidence 3.