Factor analysis of the North American Spine Society outcome assessment instrument: a study based on a spine registry of patients treated with lumbar and cervical disc arthroplasty.


Autoria(s): Aghayev, Emin; Elfering, Achim; Schizas, Constantin; Mannion, Anne F.
Data(s)

01/06/2014

Resumo

Background context Studies involving factor analysis (FA) of the items in the North American Spine Society (NASS) outcome assessment instrument have revealed inconsistent factor structures for the individual items. Purpose This study examined whether the factor structure of the NASS varied in relation to the severity of the back/neck problem and differed from that originally recommended by the developers of the questionnaire, by analyzing data before and after surgery in a large series of patients undergoing lumbar or cervical disc arthroplasty. Study design/setting Prospective multicenter observational case series. Patient sample Three hundred ninety-one patients with low back pain and 553 patients with neck pain completed questionnaires preoperatively and again at 3 to 6 and 12 months follow-ups (FUs), in connection with the SWISSspine disc arthroplasty registry. Outcome measures North American Spine Society outcome assessment instrument. Methods First, an exploratory FA without a priori assumptions and subsequently a confirmatory FA were performed on the 17 items of the NASS-lumbar and 19 items of the NASS-cervical collected at each assessment time point. The item-loading invariance was tested in the German version of the questionnaire for baseline and FU. Results Both NASS-lumbar and NASS-cervical factor structures differed between baseline and postoperative data sets. The confirmatory analysis and item-loading invariance showed better fit for a three-factor (3F) structure for NASS-lumbar, containing items on “disability,” “back pain,” and “radiating pain, numbness, and weakness (leg/foot)” and for a 5F structure for NASS-cervical including disability, “neck pain,” “radiating pain and numbness (arm/hand),” “weakness (arm/hand),” and “motor deficit (legs).” Conclusions The best-fitting factor structure at both baseline and FU was selected for both the lumbar- and cervical-NASS questionnaires. It differed from that proposed by the originators of the NASS instruments. Although the NASS questionnaire represents a valid outcome measure for degenerative spine diseases, it is able to distinguish among all major symptom domains (factors) in patients undergoing lumbar and cervical disc arthroplasty; overall, the item structure could be improved. Any potential revision of the NASS should consider its factorial structure; factorial invariance over time should be aimed for, to allow for more precise interpretations of treatment success.

Formato

application/pdf

Identificador

http://boris.unibe.ch/65563/1/1-s2.0-S1529943013013673-main.pdf

Aghayev, Emin; Elfering, Achim; Schizas, Constantin; Mannion, Anne F. (2014). Factor analysis of the North American Spine Society outcome assessment instrument: a study based on a spine registry of patients treated with lumbar and cervical disc arthroplasty. Spine Journal, 14(6), pp. 916-924. Elsevier 10.1016/j.spinee.2013.07.446 <http://dx.doi.org/10.1016/j.spinee.2013.07.446>

doi:10.7892/boris.65563

info:doi:10.1016/j.spinee.2013.07.446

urn:issn:1529-9430, 1878-1632

Idioma(s)

eng

Publicador

Elsevier

Relação

http://boris.unibe.ch/65563/

Direitos

info:eu-repo/semantics/restrictedAccess

Fonte

Aghayev, Emin; Elfering, Achim; Schizas, Constantin; Mannion, Anne F. (2014). Factor analysis of the North American Spine Society outcome assessment instrument: a study based on a spine registry of patients treated with lumbar and cervical disc arthroplasty. Spine Journal, 14(6), pp. 916-924. Elsevier 10.1016/j.spinee.2013.07.446 <http://dx.doi.org/10.1016/j.spinee.2013.07.446>

Palavras-Chave #610 Medicine & health #150 Psychology #300 Social sciences, sociology & anthropology
Tipo

info:eu-repo/semantics/article

info:eu-repo/semantics/publishedVersion

PeerReviewed