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Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram.

Publication ,  Journal Article
Pennington, Z; Lubelski, D; Tanenbaum, J; Ahmed, AK; Rosato, M; Passias, P; Sciubba, DM
Published in: Clin Spine Surg
December 2019

STUDY DESIGN: Retrospective cohort. OBJECTIVE: Identify the nonradiographic predictors of a patient's decision to undergo elective spine surgery. SUMMARY OF BACKGROUND DATA: Up to 132 million people seek elective evaluation by spine surgeons annually, though 55%-82% of specialty referrals may be inappropriate. We sought to determine which clinical and psychosocial factors are associated with surgical utilization by patients seeking surgical evaluation for degenerative spine pathologies. MATERIALS AND METHODS: Consecutive elective outpatient visits seen in a single clinic between May 2016 and April 2017 for degenerative spine pathologies were reviewed. Data were collected on presenting symptoms, baseline medical illness, demographics, and previous spine care. Multivariable logistic regressions were performed to determine which factors were associated with surgical candidacy and surgical utilization. RESULTS: A total of 353 patients were seen during the period reviewed, of which 144 had complete medical records. Our cohort included 90 nonsurgical candidates, 25 surgical candidates who declined surgery, and 29 patients who underwent surgery. In multivariable analysis, factors negatively associated with surgical candidacy were age, a history of smoking, and osteoporosis, where those positively associated with surgical candidacy were reports of spine-specific pain, higher Charlson Comorbidity Index, pain medication use, number of neurological symptoms, and being myelopathic. Factors positively associated with surgical utilization included proportion of all complaints that were neurological in nature, being myelopathic, higher Charlson Comorbidity Index, and report of pain as chronic, whereas being osteoporotic was negatively associated with surgical use. A receiver operating curve constructed for these models produced c-statistics of 0.75 and 0.80, respectively. CONCLUSIONS: Our results suggest that the results of standard clinic intake questions, such as review of systems, medical history, and chief complaints, may be predictive of surgical candidacy before evaluation by a surgeon. The present pilot study suggests a preliminary algorithm that can be further validated and expanded upon to help decide on optimal patient referrals to spine surgery specialists.

Duke Scholars

Published In

Clin Spine Surg

DOI

EISSN

2380-0194

Publication Date

December 2019

Volume

32

Issue

10

Start / End Page

E407 / E415

Location

United States

Related Subject Headings

  • ROC Curve
  • Patient Reported Outcome Measures
  • Outpatients
  • Nomograms
  • Multivariate Analysis
  • Middle Aged
  • Male
  • Humans
  • Female
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Pennington, Z., Lubelski, D., Tanenbaum, J., Ahmed, A. K., Rosato, M., Passias, P., & Sciubba, D. M. (2019). Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram. Clin Spine Surg, 32(10), E407–E415. https://doi.org/10.1097/BSD.0000000000000838
Pennington, Zach, Daniel Lubelski, Joseph Tanenbaum, A Karim Ahmed, Marissa Rosato, Peter Passias, and Daniel M. Sciubba. “Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram.Clin Spine Surg 32, no. 10 (December 2019): E407–15. https://doi.org/10.1097/BSD.0000000000000838.
Pennington Z, Lubelski D, Tanenbaum J, Ahmed AK, Rosato M, Passias P, et al. Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram. Clin Spine Surg. 2019 Dec;32(10):E407–15.
Pennington, Zach, et al. “Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram.Clin Spine Surg, vol. 32, no. 10, Dec. 2019, pp. E407–15. Pubmed, doi:10.1097/BSD.0000000000000838.
Pennington Z, Lubelski D, Tanenbaum J, Ahmed AK, Rosato M, Passias P, Sciubba DM. Utility of Patient-reported Symptoms and Health Conditions for Predicting Surgical Candidacy and Utilization of Surgery via an Outpatient Spine Clinic Nomogram. Clin Spine Surg. 2019 Dec;32(10):E407–E415.

Published In

Clin Spine Surg

DOI

EISSN

2380-0194

Publication Date

December 2019

Volume

32

Issue

10

Start / End Page

E407 / E415

Location

United States

Related Subject Headings

  • ROC Curve
  • Patient Reported Outcome Measures
  • Outpatients
  • Nomograms
  • Multivariate Analysis
  • Middle Aged
  • Male
  • Humans
  • Female