Skip to main content
Erschienen in: Quality of Life Research 10/2019

06.06.2019

Prediction of Oswestry Disability Index (ODI) using PROMIS-29 in a national sample of lumbar spine surgery patients

verfasst von: Jacquelyn S. Pennings, Clinton J. Devin, Inamullah Khan, Mohamad Bydon, Anthony L. Asher, Kristin R. Archer

Erschienen in: Quality of Life Research | Ausgabe 10/2019

Einloggen, um Zugang zu erhalten

Abstract

Purpose

The primary purpose was to examine the measurement properties of the PROMIS-29 to better understand its use in patients undergoing spine surgery. A secondary objective was to calculate a predictive equation between PROMIS-29 and ODI, to allow clinicians and researchers to determine a predicted ODI score based on PROMIS short form scores.

Methods

719 patients with PROMIS v2.0 and ODI responses were queried from the quality outcomes database. Validity was assessed using coefficient omega, ceiling/floor effects, and confirmatory factor analysis. Multivariable regression predicting ODI scores from PROMIS-29 domains was used to create a predictive equation. Predicted ODI scores were plotted against ODI scores to determine how well PROMIS-29 domains predicted ODI.

Results

Results showed good reliability and validity of PROMIS-29 in patients undergoing lumbar spine surgery: convergent and discriminant validity, low floor/ceiling effects, and unidimensional domains. The conversion equation used 6 PROMIS-29 domains (ODI% =  37.847− 1.475*[PFraw] + 1.842*[PAINraw] + 0.557*[SDraw] − 0.642*[SRraw] + 0.478*[PIraw] + 0.295*[DEPraw]). Correlation between the predicted and actual ODI scores was R = 0.88, R2 = 0.78, suggesting that the equation predicted ODI scores that are strongly correlated with actual ODI scores.

Conclusions

Good measurement properties support the use of PROMIS-29 in spine surgery patients. Findings suggest accurate ODI scores can be derived from PROMIS-29 domains. Clinicians who want to move from ODI to PROMIS-29 can use this equation to obtain estimated ODI scores when only collecting PROMIS-29. These results support the idea that PROMIS-29 domains have the potential to replace disease-specific traditional PROMs.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
5.
Zurück zum Zitat Davidson, M., & Keating, J. L. (2002). A comparison of five low back disability questionnaires: reliability and responsiveness. Physical Therapy, 82(1), 8–24.PubMedCrossRef Davidson, M., & Keating, J. L. (2002). A comparison of five low back disability questionnaires: reliability and responsiveness. Physical Therapy, 82(1), 8–24.PubMedCrossRef
12.
Zurück zum Zitat Daltroy, L. H., Cats-Baril, W. L., Katz, J. N., Fossel, A. H., & Liang, M. H. (1996). The North American spine society lumbar spine outcome assessment instrument: Reliability and validity tests. Spine, 21(6), 741–749.PubMedCrossRef Daltroy, L. H., Cats-Baril, W. L., Katz, J. N., Fossel, A. H., & Liang, M. H. (1996). The North American spine society lumbar spine outcome assessment instrument: Reliability and validity tests. Spine, 21(6), 741–749.PubMedCrossRef
17.
18.
Zurück zum Zitat Copay, A. G., Glassman, S. D., Subach, B. R., Berven, S., Schuler, T. C., & Carreon, L. Y. (2008). Minimum clinically important difference in lumbar spine surgery patients: A choice of methods using the Oswestry Disability Index, Medical Outcomes Study questionnaire Short Form 36, and pain scales. The Spine Journal, 8(6), 968–974. https://doi.org/10.1016/j.spinee.2007.11.006.PubMedCrossRef Copay, A. G., Glassman, S. D., Subach, B. R., Berven, S., Schuler, T. C., & Carreon, L. Y. (2008). Minimum clinically important difference in lumbar spine surgery patients: A choice of methods using the Oswestry Disability Index, Medical Outcomes Study questionnaire Short Form 36, and pain scales. The Spine Journal, 8(6), 968–974. https://​doi.​org/​10.​1016/​j.​spinee.​2007.​11.​006.PubMedCrossRef
19.
Zurück zum Zitat van Hooff, M. L., Mannion, A. F., Staub, L. P., Ostelo, R. W., & Fairbank, J. C. (2016). Determination of the Oswestry Disability Index score equivalent to a “satisfactory symptom state” in patients undergoing surgery for degenerative disorders of the lumbar spine-a Spine Tango registry-based study. The Spine Journal, 16(10), 1221–1230. https://doi.org/10.1016/j.spinee.2016.06.010.PubMedCrossRef van Hooff, M. L., Mannion, A. F., Staub, L. P., Ostelo, R. W., & Fairbank, J. C. (2016). Determination of the Oswestry Disability Index score equivalent to a “satisfactory symptom state” in patients undergoing surgery for degenerative disorders of the lumbar spine-a Spine Tango registry-based study. The Spine Journal, 16(10), 1221–1230. https://​doi.​org/​10.​1016/​j.​spinee.​2016.​06.​010.PubMedCrossRef
21.
Zurück zum Zitat McGirt, M. J., Bydon, M., Archer, K. R., Devin, C. J., Chotai, S., Parker, S. L., et al. (2017). An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: Predicting likely individual patient outcomes for shared decision-making. Journal of Neurosurgery, 27(4), 357–369. https://doi.org/10.3171/2016.11.spine16526.PubMedCrossRef McGirt, M. J., Bydon, M., Archer, K. R., Devin, C. J., Chotai, S., Parker, S. L., et al. (2017). An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: Predicting likely individual patient outcomes for shared decision-making. Journal of Neurosurgery, 27(4), 357–369. https://​doi.​org/​10.​3171/​2016.​11.​spine16526.PubMedCrossRef
22.
Zurück zum Zitat Gabel, C. P., Cuesta-Vargas, A., Qian, M., Vengust, R., Berlemann, U., Aghayev, E., et al. (2017). The Oswestry Disability Index, confirmatory factor analysis in a sample of 35,263 verifies a one-factor structure but practicality issues remain. European Spine Journal, 26(8), 2007–2013. https://doi.org/10.1007/s00586-017-5179-3.PubMedCrossRef Gabel, C. P., Cuesta-Vargas, A., Qian, M., Vengust, R., Berlemann, U., Aghayev, E., et al. (2017). The Oswestry Disability Index, confirmatory factor analysis in a sample of 35,263 verifies a one-factor structure but practicality issues remain. European Spine Journal, 26(8), 2007–2013. https://​doi.​org/​10.​1007/​s00586-017-5179-3.PubMedCrossRef
38.
Zurück zum Zitat PROMIS. (2018). PROMIS adult profile scoring manual. PROMIS. (2018). PROMIS adult profile scoring manual.
39.
Zurück zum Zitat PROMIS. (2018). PROMIS ability to participate in social roles and activities scoring manual. PROMIS. (2018). PROMIS ability to participate in social roles and activities scoring manual.
40.
Zurück zum Zitat PROMIS. (2018). PROMIS depression scoring manual. PROMIS. (2018). PROMIS depression scoring manual.
41.
Zurück zum Zitat PROMIS. (2018). PROMIS fatigue scoring manual. PROMIS. (2018). PROMIS fatigue scoring manual.
42.
Zurück zum Zitat PROMIS. (2018). PROMIS physical function scoring manual. PROMIS. (2018). PROMIS physical function scoring manual.
43.
Zurück zum Zitat PROMIS. (2018). PROMIS sleep disturbance scoring manual. PROMIS. (2018). PROMIS sleep disturbance scoring manual.
44.
Zurück zum Zitat PROMIS. (2018). PROMIS pain interference scoring manual. PROMIS. (2018). PROMIS pain interference scoring manual.
45.
Zurück zum Zitat PROMIS. (2018). PROMIS anxiety scoring manual. PROMIS. (2018). PROMIS anxiety scoring manual.
46.
Zurück zum Zitat Fairbank, J. C., & Pynsent, P. B. (2000). The Oswestry Disability Index. Spine, 25(22), 2940–2952. discussion 2952.PubMedCrossRef Fairbank, J. C., & Pynsent, P. B. (2000). The Oswestry Disability Index. Spine, 25(22), 2940–2952. discussion 2952.PubMedCrossRef
50.
Zurück zum Zitat Yves, R. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36. Yves, R. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36.
52.
Zurück zum Zitat John, O. P., & Benet-Martinez, V. (2000). Measurement: Reliability, construct validation, and scale construction. In H. T. Reis & C. M. Judd (Eds.), Handbook of research methods in social and personality psychology (pp. 339–370). Cambridge, UK: Cambridge University Press. John, O. P., & Benet-Martinez, V. (2000). Measurement: Reliability, construct validation, and scale construction. In H. T. Reis & C. M. Judd (Eds.), Handbook of research methods in social and personality psychology (pp. 339–370). Cambridge, UK: Cambridge University Press.
57.
Zurück zum Zitat Tang, E., Ekundayo, O., Peipert, J. D., Edwards, N., Bansal, A., Richardson, C., et al. (2019). Validation of the patient-reported outcomes measurement information system (PROMIS)-57 and -29 item short forms among kidney transplant recipients. Quality of Life Research, 28(3), 815–827.PubMedCrossRef Tang, E., Ekundayo, O., Peipert, J. D., Edwards, N., Bansal, A., Richardson, C., et al. (2019). Validation of the patient-reported outcomes measurement information system (PROMIS)-57 and -29 item short forms among kidney transplant recipients. Quality of Life Research, 28(3), 815–827.PubMedCrossRef
67.
Zurück zum Zitat Hung, M., Saltzman, C. L., Voss, M. W., Bounsanga, J., Kendall, R., Spiker, R., et al. (2017). Responsiveness of the Patient-reported outcomes measurement information system (PROMIS), neck disability index (NDI) and Oswestry Disability Index (ODI) instruments in patients with spinal disorders. Spine J, 224(3), 245–254. Hung, M., Saltzman, C. L., Voss, M. W., Bounsanga, J., Kendall, R., Spiker, R., et al. (2017). Responsiveness of the Patient-reported outcomes measurement information system (PROMIS), neck disability index (NDI) and Oswestry Disability Index (ODI) instruments in patients with spinal disorders. Spine J, 224(3), 245–254.
Metadaten
Titel
Prediction of Oswestry Disability Index (ODI) using PROMIS-29 in a national sample of lumbar spine surgery patients
verfasst von
Jacquelyn S. Pennings
Clinton J. Devin
Inamullah Khan
Mohamad Bydon
Anthony L. Asher
Kristin R. Archer
Publikationsdatum
06.06.2019
Verlag
Springer International Publishing
Erschienen in
Quality of Life Research / Ausgabe 10/2019
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-019-02223-8

Weitere Artikel der Ausgabe 10/2019

Quality of Life Research 10/2019 Zur Ausgabe

Responses to "Advancing quality‑of‑life research by deepening our understanding of response shift" by Bruce D. Rapkin & Carolyn E. Schwartz

Relating response shift and cognitive appraisal to measurement validation

Responses to "Advancing quality‑of‑life research by deepening our understanding of response shift" by Bruce D. Rapkin & Carolyn E. Schwartz

Measurement of appraisal is a valuable adjunct to the current spine outcome tools: a clinician’s perspective on the Rapkin and Schwartz commentary