P. Lyden et al., Underlying structure of the National Institutes of Health Stroke Scale - Results of a factor analysis, STROKE, 30(11), 1999, pp. 2347-2354
Background and Purpose-No stroke scale has been validated as an outcome mea
sure using data from a clinical trial demonstrating a positive therapeutic
effect. Therefore, we proposed to use data from the National Institute of N
eurological Disorders and Stroke (NINDS) tPA Stroke Trial to determine whet
her the National Institutes of Health Stroke Scale (NIHSS) was valid in pat
ients treated with tissue plasminogen activator (tPA) and to explore the un
derlying clinimetric structure of the NIHSS.
Methods-We performed an exploratory factor analysis of NIHSS data from Part
1 (n=291) of the NINDS tPA Stroke Trial to derive a hypothesized underlyin
g factor structure. We then performed a confirmatory factor analysis of thi
s structure using NIHSS data from Part 2 of the same trial (n=333). We then
tested whether this final factor structure could be found in tPA- and plac
ebo-treated patients serially over time after stroke treatment. Using 3-mon
th outcome data, we tested for an association between the NIHSS and other m
easures of stroke outcome.
Results-The exploratory analysis suggested that there were 2 factors underl
ying the NIHSS, representing left and right brain function, confirming the
content validity of the scale. An alternative structure composed of 4 facto
rs could be derived, with a better goodness of fit: the first 2 factors cou
ld represent left brain cortical and motor function, respectively, and the
second 2 factors could represent right brain cortical and motor function, r
espectively. The same factor structures were then found in tPA and placebo
patient groups studied serially over time, confirming the exploratory analy
sis. All 3-month clinical outcomes were associated with each other at subse
quent time points, confirming predictive validity.
Conclusions-This is the first study of the validity of a stroke scale in pa
tients treated with effective stroke therapy. The NIHSS appeared to be vali
d in patients with acute stroke and for finding treatment-related differenc
es. The scale was valid when used serially over time after stroke, up to 3
months, and showed good agreement with other measures of outcome.