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Measuring neurological severity and complexity in acute setting: the modified Neurological Impairment Scale
Alessandro Padovani1,2,3,4, Irene Mattioli1,2, Tiziana Comunale1
1Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.
BMJ Neurology Open
|July 1, 2025
Summary
The modified Neurological Impairment Scale (mNIS) effectively standardizes neurological impairment assessment in acute care. This tool demonstrates high reliability and validity for evaluating diverse neurological conditions.
Area of Science:
- Neurology
- Clinical Assessment
- Health Services Research
Background:
- Standardized protocols are crucial for assessing diverse neurological conditions in acute settings.
- The Neurological Impairment Scale (NIS) requires modification to meet current clinical needs.
- Evaluating neurological impairment severity and complexity necessitates refined assessment tools.
Purpose of the Study:
- To standardize the assessment of neurological impairment severity and complexity in acute inpatients.
- To validate a modified Neurological Impairment Scale (mNIS) for clinical use.
- To develop a mNIS Complexity Index (mNIS-CI) for patient stratification.
Main Methods:
- A modified Neurological Impairment Scale (mNIS) was applied to 1081 consecutively hospitalized neurological inpatients.
- Multidimensional assessments included multimorbidity, frailty, functional dependency, and neurological impairment.
- Inter-rater reliability and construct validity of mNIS were evaluated against established scales, including the National Institutes of Health Stroke Scale.
Main Results:
- The mNIS demonstrated remarkable inter-rater reliability (ICC 0.90) for total and subscores.
- Strong construct validity was observed for mNIS total and subscores compared to other clinical scales (r 0.47-0.97, p<0.001).
- The mNIS Complexity Index (mNIS-CI) effectively stratified patients based on neurological impairment severity and domains involved.
Conclusions:
- The modified Neurological Impairment Scale (mNIS) is a valuable tool for assessing neurological severity and complexity in acute inpatients.
- The mNIS shows significant potential for broader application across various clinical settings.
- Standardized assessment using mNIS aids in managing diverse neurological patient populations.

