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Journal ArticleDOI

Predictors for Patient Discharge Destination After Elective Anterior Cervical Discectomy and Fusion.

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TLDR
Several predictive factors were identified in patient discharge to a facility other than home, many being preoperative variables, which can expedite patient discharge applications and potentially can reduce hospital stay, thereby reducing the risk of hospital acquired conditions and minimizing health care costs.
Abstract
Study design Retrospective study of prospectively collected data. Objective To identify risk factors for nonhome patient discharge after elective anterior cervical discectomy and fusion (ACDF). Summary of background data ACDF is one of the most performed spinal procedures and this is expected to increase in the coming years. To effectively deal with an increasing patient volume, identifying variables associated with patient discharge destination can expedite placement applications and subsequently reduce hospital length of stay. Methods The 2011 to 2014 ACS-NSQIP database was queried using Current Procedural Terminology (CPT) codes 22551 or 22554. Patients were divided into two cohorts based on discharge destination. Bivariate and multivariate logistic regression analyses were employed to identify predictors for patient discharge destination and extended hospital length of stay. Results A total of 14,602 patients met the inclusion criteria for the study of which 498 (3.4%) had nonhome discharge. Multivariate logistic regression found that Hispanic versus Black race/ethnicity (odds ratio, OR =0.21, 0.05-0.91, P =0.037), American Indian or Alaska Native, Asian, Native Hawaiian or Pacific Islander versus Black race/ethnicity (OR = 0.52, 0.34-0.80, p-value = 0.003), White versus Black race/ethnicity (OR = 0.55, 0.42-0.71), elderly age ≥65 years (OR = 3.32, 2.72-4.06), obesity (OR = 0.77, 0.63-0.93, P = 0.008), diabetes (OR = 1.32, 1.06-1.65, P = 0.013), independent versus partially/totally dependent functional status (OR = 0.11, 0.08-0.15), operation time ≥4 hours (OR = 2.46, 1.87-3.25), cardiac comorbidity (OR = 1.38, 1.10-1.72, P = 0.005), and ASA Class ≥3 (OR = 2.57, 2.05-3.20) were predictive factors in patient discharge to a facility other than home. In addition, multivariate logistic regression analysis also found nonhome discharge to be the most predictive variable in prolonged hospital length of stay. Conclusion Several predictive factors were identified in patient discharge to a facility other than home, many being preoperative variables. Identification of these factors can expedite patient discharge applications and potentially can reduce hospital stay, thereby reducing the risk of hospital acquired conditions and minimizing health care costs. Level of evidence 3.

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Journal ArticleDOI

Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders

TL;DR: Machine learning algorithms show promising results on internal validation for preoperative prediction of nonroutine discharges and widespread use of these algorithms via the open-access web application by healthcare professionals may help preoperative risk stratification of patients undergoing elective surgery for lumbar degenerative disc disorders.
Journal ArticleDOI

Factors Associated With Extended Length of Stay and 90-Day Readmission Rates Following ACDF.

TL;DR: This study identified patient and surgical factors associated with extended LOS and 90-day readmission rates and found preoperative patient factors affected these outcomes more than surgical factors.
Journal ArticleDOI

Comparison of Anterior Cervical Discectomy and Fusion With a Stand-Alone Interbody Cage Versus a Conventional Cage-Plate Technique: A Systematic Review and Meta-Analysis:

TL;DR: ACDF with a cage-only technique appears to have better clinical outcomes than the cage-plate technique, despite radiographic findings of increased rates of subsidence and less restoration of cervical lordosis.
Journal ArticleDOI

Relationship between depression and clinical outcome following anterior cervical discectomy and fusion

TL;DR: An inverse relationship between preoperative depression and functional outcome is revealed and further research should be performed to investigate this relationship and to investigate if treating depression can improve postoperative outcomes.
Journal ArticleDOI

Disparities in Outcomes by Insurance Payer Groups for Patients Undergoing Anterior Cervical Discectomy and Fusion.

TL;DR: To compare postoperative complication and readmission rates of payer groups in a cohort of patients undergoing anterior cervical discectomy and fusion (ACDF), Medicare and Medicaid patients had higher rates of prolonged LOS and postoperative ED visits, respectively, compared to commercial patients.
References
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Journal ArticleDOI

Anterior cervical discectomy and fusion associated complications.

TL;DR: Meticulous knowledge of potential intraoperative and postoperative ACDF-related complications is of paramount importance so as to avoid them whenever possible, as well as to successfully and safely manage them when they are inevitable.
Journal ArticleDOI

Morbidity and mortality in association with operations on the lumbar spine. The influence of age, diagnosis, and procedure.

TL;DR: Complications, length of hospitalization, and charges were higher for patients who had had a spinal arthrodesis than for those who had not, and operations for conditions other than a herniated disc were associated with more complications and greater use of resources than were operations for removal of a hernia.
Journal ArticleDOI

Complications in posterior fusion and instrumentation for degenerative lumbar scoliosis.

TL;DR: Abundant blood loss was a significant risk factor for early perioperative complications and the improvement of Oswestry disability index was less in patients with late complications, and number of levels fused was related to blood loss.
Journal ArticleDOI

Long-term results after anterior cervical discectomy and fusion with allograft and plating: a 5- to 11-year radiologic and clinical follow-up study.

TL;DR: The use of allografts and plate fixation in combination for anterior cervical discectomy and fusion does not compromise the radiologic and clinical outcomes while providing the advantages of donor site morbidity elimination, restoration of cervical segmental lordosis, and not requiring postoperative immobilization.
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