Prediction model for outcome after low-back surgery: Individualized likelihood of complication, hospital readmission, return to work, and 12-month improvement in functional disability

Neurosurgical Focus

Volumn 39, Issue 6, 2015, Pages

  McGirt, Matthew J ^a   Sivaganesan, Ahilan ^b   Asher, Anthony L ^a   Devin, Clinton J ^b  

^a UNIVERSITY OF NORTH CAROLINA AT CHARLOTTE   (United States)

^b VANDERBILT UNIVERSITY   (United States)

Author keywords

Patient reported outcomes; Predictive modeling; Registry

Indexed keywords

ADULT; AGED; COHORT ANALYSIS; DISABILITY; ELECTRONIC HEALTH RECORD; FEMALE; HOSPITAL READMISSION; HUMAN; LUMBOSACRAL REGION; MALE; MIDDLE AGED; PAIN MEASUREMENT; PATHOPHYSIOLOGY; PATIENT SATISFACTION; POSTOPERATIVE COMPLICATION; PREDICTIVE VALUE; PROCEDURES; REGISTER; RETURN TO WORK; SELF REPORT; SPINAL CORD DISEASES; SPINE FUSION; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; TREATMENT OUTCOME;

ADULT; AGED; COHORT STUDIES; DISABILITY EVALUATION; ELECTRONIC HEALTH RECORDS; FEMALE; HUMANS; LIKELIHOOD FUNCTIONS; LUMBOSACRAL REGION; MALE; MIDDLE AGED; PAIN MEASUREMENT; PATIENT READMISSION; PATIENT SATISFACTION; POSTOPERATIVE COMPLICATIONS; PREDICTIVE VALUE OF TESTS; REGISTRIES; RETURN TO WORK; SELF REPORT; SPINAL CORD DISEASES; SPINAL FUSION; TREATMENT OUTCOME;

EID: 84951281157     PISSN: None     EISSN: 10920684     Source Type: Journal    
DOI: 10.3171/2015.8.FOCUS15338     Document Type: Article

References (20)

1. Chan CW, Peng P: Failed back surgery syndrome.Pain Med 12:577-606,2011
2. Committee on the Learning Health Care System in America: Best Care at Lower Cost: The Path to Continuously Learning Health Care in America. Washington,DC: National Academies Press,2012
3. Dagenais S, Caro J, Haldeman S: A systematic review of low back pain cost of illness studies in the United States and internationally. Spine J 8:8-20, 2008
4. Deyo RA, Gray DT, Kreuter W, Mirza S, Martin BI: United States trends in lumbar fusion surgery for degenerative conditions. Spine (Phila Pa 1976) 30:1441-1447, 2005
5. Deyo RA, Mirza SK, Martin BI, Kreuter W, Goodman DC, Jarvik JG: Trends, major medical complications, and charges associated with surgery for lumbar spinal stenosis in older adults. JAMA 303:1259-1265, 2010
6. Emanuel EJ, Fuchs VR:The perfect storm of overutilization.JAMA 299:2789-2791, 2008
7. Lee MJ, Cizik AM, Hamilton D, Chapman JR: Predicting medical complications after spine surgery: a validated model using a prospective surgical registry. Spine J 14:291-299, 2014
8. Lee MJ, Cizik AM, Hamilton D, Chapman JR: Predicting surgical site infection after spine surgery: a validated model using a prospective surgical registry. Spine J 14:2112-2117, 2014
9. Luo X, Pietrobon R, Sun SX, Liu GG, Hey L: Estimates and patterns of direct health care expenditures among individuals with back pain in the United States. Spine (Phila Pa 1976) 29:79-86, 2004
10. Lurie JD, Weinstein JN: Shared decision-making and the orthopaedic workforce. Clin Orthop Relat Res (385):68-75, 2001
11. Lurie JD, Tosteson TD, Tosteson AN, Zhao W, Morgan TS, Abdu WA, et al: Surgical versus nonoperative treatment for lumbar disc herniation: eight-year results for the spine patient outcomes research trial. Spine (Phila Pa 1976) 39:3-16, 2014
12. McGirt MJ, Speroff T, Dittus R, Harrell F, Asher A: The National Neurosurgery Quality and Outcomes Database (N2QOD): general overview and pilot-year project description. Neurosurg Focus 34(1):E6, 2013
13. North RB, Kidd DH, Zahurak M, James CS, Long DM: Spinal cord stimulation for chronic, intractable pain: experience over two decades. Neurosurgery 32:384-395, 1993
14. Parker SL, Adogwa O, Paul AR, Anderson WN, Aaronson O, Cheng JS, et al: Utility of minimum clinically important difference in assessing pain, disability, and health state after transforaminal lumbar interbody fusion for degenerative lumbar spondylolisthesis. J Neurosurg Spine 14:598-604, 2011
15. Rihn JA, Currier BL, Phillips FM, Glassman SD, Albert TJ: Defining the value of spine care. J Am Acad Orthop Surg 21:419-426, 2013
16. Tosteson AN, Tosteson TD, Lurie JD, Abdu W, Herkowitz H, Andersson G, et al: Comparative effectiveness evidence from the spine patient outcomes research trial: surgical versus nonoperative care for spinal stenosis, degenerative spondylolisthesis, and intervertebral disc herniation. Spine (Phila Pa 1976) 36:2061-2068, 2011
17. Waterman BR, Belmont PJ Jr, Schoenfeld AJ: Low back pain in the United States: incidence and risk factors for presentation in the emergency setting. Spine J 12:63-70, 2012
18. Weinstein JN, Lurie JD, Olson PR, Bronner KK, Fisher ES: United States' trends and regional variations in lumbar spine surgery: 1992-2003. Spine (Phila Pa 1976)31:2707-2714,2006
19. Weinstein JN, Lurie JD, Tosteson TD, Zhao W, Blood EA, Tosteson ANA, et al: Surgical compared with nonoperative treatment for lumbar degenerative spondylolisthesis. fouryear results in the Spine Patient Outcomes Research Trial (SPORT) randomized and observational cohorts. J Bone Joint Surg Am 91:1295-1304, 2009
20. Weinstein JN, Tosteson TD, Lurie JD, Tosteson A, Blood E, Herkowitz H, et al: Surgical versus nonoperative treatment for lumbar spinal stenosis four-year results of the Spine Patient Outcomes Research Trial. Spine (Phila Pa 1976) 35:1329-1338, 2010