Analysis of national rates, cost, and sources of cost variation in adult spinal deformity

Corinna C. Zygourakis, Caterina Y. Liu, Malla Keefe, Chris Moriates, John Ratliff, R. Adams Dudley, Ralph Gonzales, Praveen V. Mummaneni, Christopher P. Ames

Research output: Contribution to journalReview article

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Abstract

BACKGROUND: Several studies suggest significant variation in cost for spine surgery, but there has been little research in this area for spinal deformity. OBJECTIVE: To determine the utilization, cost, and factors contributing to cost for spinal deformity surgery. METHODS: The cohort comprised 55 599 adults who underwent spinal deformity fusion in the 2001 to 2013 National Inpatient Sample database. Patient variables included age, gender, insurance, median income of zip code, county population, severity of illness, mortality risk, number of comorbidities, length of stay, elective vs nonelective case. Hospital variables included bed size, wage index, hospital type (rural, urban nonteaching, urban teaching), and geographical region. The outcome was total hospital cost for deformity surgery. Statistics included univariate and multivariate regression analyses. RESULTS: The number of spinal deformity cases increased from 1803 in 2001 (rate: 4.16 per 100 000 adults) to 6728 in 2013 (rate: 13.9 per 100 000). Utilization of interbody fusion devices increased steadily during this time period, while bone morphogenic protein usage peaked in 2010 and declined thereafter. The mean inflation-adjusted case cost rose from $32 671 to $43 433 over the same time period. Multivariate analyses showed the following patient factors were associated with cost: age, race, insurance, severity of illness, length of stay, and elective admission (P < .01). Hospitals in the western United States and those with higher wage indices or smaller bed sizes were significantly more expensive (P < .05). CONCLUSION: The rate of adult spinal deformity surgery and the mean case cost increased from 2001 to 2013, exceeding the rate of inflation. Both patient and hospital factors are important contributors to cost variation for spinal deformity surgery.

LanguageEnglish (US)
Pages378-387
Number of pages10
JournalClinical Neurosurgery
Volume82
Issue number3
DOIs
StatePublished - Mar 1 2018

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Costs and Cost Analysis
Hospital Bed Capacity
Salaries and Fringe Benefits
Economic Inflation
Insurance
Length of Stay
Multivariate Analysis
Rural Hospitals
Spinal Fusion
Hospital Costs
Urban Hospitals
Comorbidity
Inpatients
Spine
Regression Analysis
Databases
Bone and Bones
Equipment and Supplies
Mortality
Research

Keywords

  • BMP
  • Cost of surgery
  • Interbody fusion devices
  • National inpatient sample (NIS) database
  • Scoliosis
  • Spinal deformity
  • Spinal fusion

ASJC Scopus subject areas

  • Surgery
  • Clinical Neurology

Cite this

Zygourakis, C. C., Liu, C. Y., Keefe, M., Moriates, C., Ratliff, J., Dudley, R. A., ... Ames, C. P. (2018). Analysis of national rates, cost, and sources of cost variation in adult spinal deformity. Clinical Neurosurgery, 82(3), 378-387. https://doi.org/10.1093/neuros/nyx218

Analysis of national rates, cost, and sources of cost variation in adult spinal deformity. / Zygourakis, Corinna C.; Liu, Caterina Y.; Keefe, Malla; Moriates, Chris; Ratliff, John; Dudley, R. Adams; Gonzales, Ralph; Mummaneni, Praveen V.; Ames, Christopher P.

In: Clinical Neurosurgery, Vol. 82, No. 3, 01.03.2018, p. 378-387.

Research output: Contribution to journalReview article

Zygourakis, CC, Liu, CY, Keefe, M, Moriates, C, Ratliff, J, Dudley, RA, Gonzales, R, Mummaneni, PV & Ames, CP 2018, 'Analysis of national rates, cost, and sources of cost variation in adult spinal deformity' Clinical Neurosurgery, vol. 82, no. 3, pp. 378-387. https://doi.org/10.1093/neuros/nyx218
Zygourakis, Corinna C. ; Liu, Caterina Y. ; Keefe, Malla ; Moriates, Chris ; Ratliff, John ; Dudley, R. Adams ; Gonzales, Ralph ; Mummaneni, Praveen V. ; Ames, Christopher P. / Analysis of national rates, cost, and sources of cost variation in adult spinal deformity. In: Clinical Neurosurgery. 2018 ; Vol. 82, No. 3. pp. 378-387.
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abstract = "BACKGROUND: Several studies suggest significant variation in cost for spine surgery, but there has been little research in this area for spinal deformity. OBJECTIVE: To determine the utilization, cost, and factors contributing to cost for spinal deformity surgery. METHODS: The cohort comprised 55 599 adults who underwent spinal deformity fusion in the 2001 to 2013 National Inpatient Sample database. Patient variables included age, gender, insurance, median income of zip code, county population, severity of illness, mortality risk, number of comorbidities, length of stay, elective vs nonelective case. Hospital variables included bed size, wage index, hospital type (rural, urban nonteaching, urban teaching), and geographical region. The outcome was total hospital cost for deformity surgery. Statistics included univariate and multivariate regression analyses. RESULTS: The number of spinal deformity cases increased from 1803 in 2001 (rate: 4.16 per 100 000 adults) to 6728 in 2013 (rate: 13.9 per 100 000). Utilization of interbody fusion devices increased steadily during this time period, while bone morphogenic protein usage peaked in 2010 and declined thereafter. The mean inflation-adjusted case cost rose from $32 671 to $43 433 over the same time period. Multivariate analyses showed the following patient factors were associated with cost: age, race, insurance, severity of illness, length of stay, and elective admission (P < .01). Hospitals in the western United States and those with higher wage indices or smaller bed sizes were significantly more expensive (P < .05). CONCLUSION: The rate of adult spinal deformity surgery and the mean case cost increased from 2001 to 2013, exceeding the rate of inflation. Both patient and hospital factors are important contributors to cost variation for spinal deformity surgery.",
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AU - Liu, Caterina Y.

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AU - Moriates, Chris

AU - Ratliff, John

AU - Dudley, R. Adams

AU - Gonzales, Ralph

AU - Mummaneni, Praveen V.

AU - Ames, Christopher P.

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N2 - BACKGROUND: Several studies suggest significant variation in cost for spine surgery, but there has been little research in this area for spinal deformity. OBJECTIVE: To determine the utilization, cost, and factors contributing to cost for spinal deformity surgery. METHODS: The cohort comprised 55 599 adults who underwent spinal deformity fusion in the 2001 to 2013 National Inpatient Sample database. Patient variables included age, gender, insurance, median income of zip code, county population, severity of illness, mortality risk, number of comorbidities, length of stay, elective vs nonelective case. Hospital variables included bed size, wage index, hospital type (rural, urban nonteaching, urban teaching), and geographical region. The outcome was total hospital cost for deformity surgery. Statistics included univariate and multivariate regression analyses. RESULTS: The number of spinal deformity cases increased from 1803 in 2001 (rate: 4.16 per 100 000 adults) to 6728 in 2013 (rate: 13.9 per 100 000). Utilization of interbody fusion devices increased steadily during this time period, while bone morphogenic protein usage peaked in 2010 and declined thereafter. The mean inflation-adjusted case cost rose from $32 671 to $43 433 over the same time period. Multivariate analyses showed the following patient factors were associated with cost: age, race, insurance, severity of illness, length of stay, and elective admission (P < .01). Hospitals in the western United States and those with higher wage indices or smaller bed sizes were significantly more expensive (P < .05). CONCLUSION: The rate of adult spinal deformity surgery and the mean case cost increased from 2001 to 2013, exceeding the rate of inflation. Both patient and hospital factors are important contributors to cost variation for spinal deformity surgery.

AB - BACKGROUND: Several studies suggest significant variation in cost for spine surgery, but there has been little research in this area for spinal deformity. OBJECTIVE: To determine the utilization, cost, and factors contributing to cost for spinal deformity surgery. METHODS: The cohort comprised 55 599 adults who underwent spinal deformity fusion in the 2001 to 2013 National Inpatient Sample database. Patient variables included age, gender, insurance, median income of zip code, county population, severity of illness, mortality risk, number of comorbidities, length of stay, elective vs nonelective case. Hospital variables included bed size, wage index, hospital type (rural, urban nonteaching, urban teaching), and geographical region. The outcome was total hospital cost for deformity surgery. Statistics included univariate and multivariate regression analyses. RESULTS: The number of spinal deformity cases increased from 1803 in 2001 (rate: 4.16 per 100 000 adults) to 6728 in 2013 (rate: 13.9 per 100 000). Utilization of interbody fusion devices increased steadily during this time period, while bone morphogenic protein usage peaked in 2010 and declined thereafter. The mean inflation-adjusted case cost rose from $32 671 to $43 433 over the same time period. Multivariate analyses showed the following patient factors were associated with cost: age, race, insurance, severity of illness, length of stay, and elective admission (P < .01). Hospitals in the western United States and those with higher wage indices or smaller bed sizes were significantly more expensive (P < .05). CONCLUSION: The rate of adult spinal deformity surgery and the mean case cost increased from 2001 to 2013, exceeding the rate of inflation. Both patient and hospital factors are important contributors to cost variation for spinal deformity surgery.

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KW - National inpatient sample (NIS) database

KW - Scoliosis

KW - Spinal deformity

KW - Spinal fusion

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