Assessment of the factorial validity and reliability of the ALSFRS-R: a revision of its measurement model

The amyotrophic lateral sclerosis functional rating scale-revised (ALSFRS-R) is a widely used primary outcome measure in amyotrophic lateral sclerosis (ALS) clinical practice and clinical trials. ALSFRS-R items cannot, however, validly be summed to obtain a total score, but constitute domain scores...

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Published inJournal of neurology Vol. 264; no. 7; pp. 1413 - 1420
Main Authors Bakker, Leonhard A., Schröder, Carin D., van Es, Michael A., Westers, Paul, Visser-Meily, Johanna M. A., van den Berg, Leonard H.
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2017
Springer Nature B.V
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Abstract The amyotrophic lateral sclerosis functional rating scale-revised (ALSFRS-R) is a widely used primary outcome measure in amyotrophic lateral sclerosis (ALS) clinical practice and clinical trials. ALSFRS-R items cannot, however, validly be summed to obtain a total score, but constitute domain scores reflecting a profile of disease severity. Currently, there are different measurement models for estimating domain scores. The objective of the present study is, therefore, to derive the measurement model that best fits the data for a valid and uniform estimation of ALSFRS-R domain scores. Data from 1556 patients with ALS were obtained from a population-based register in The Netherlands. A random split of the sample provided a calibration and validation set. Measurement models of the ALSFRS-R were investigated using both exploratory factor analyses and confirmatory factor analyses. The measurement model with a four-factor structure (i.e., bulbar, fine motor, gross motor, and respiratory function), with correlated factors and cross-loading items on dressing and hygiene and turning in bed and adjusting bed clothes on both motor function scales, provided the best fit to the data in both sets. Correlation between factors ranged from weak to modest, confirming that the ALSFRS-R constitutes a profile of four clinically relevant domain scores rather than a total score that expresses disease severity. The internal consistency of the four domain scores was satisfactory. Our revision of the measurement model may allow for a more adequate estimation of disease severity and disease progression in epidemiological studies and clinical trials.
AbstractList The amyotrophic lateral sclerosis functional rating scale-revised (ALSFRS-R) is a widely used primary outcome measure in amyotrophic lateral sclerosis (ALS) clinical practice and clinical trials. ALSFRS-R items cannot, however, validly be summed to obtain a total score, but constitute domain scores reflecting a profile of disease severity. Currently, there are different measurement models for estimating domain scores. The objective of the present study is, therefore, to derive the measurement model that best fits the data for a valid and uniform estimation of ALSFRS-R domain scores. Data from 1556 patients with ALS were obtained from a population-based register in The Netherlands. A random split of the sample provided a calibration and validation set. Measurement models of the ALSFRS-R were investigated using both exploratory factor analyses and confirmatory factor analyses. The measurement model with a four-factor structure (i.e., bulbar, fine motor, gross motor, and respiratory function), with correlated factors and cross-loading items on dressing and hygiene and turning in bed and adjusting bed clothes on both motor function scales, provided the best fit to the data in both sets. Correlation between factors ranged from weak to modest, confirming that the ALSFRS-R constitutes a profile of four clinically relevant domain scores rather than a total score that expresses disease severity. The internal consistency of the four domain scores was satisfactory. Our revision of the measurement model may allow for a more adequate estimation of disease severity and disease progression in epidemiological studies and clinical trials.
Author Schröder, Carin D.
Visser-Meily, Johanna M. A.
Bakker, Leonhard A.
Westers, Paul
van Es, Michael A.
van den Berg, Leonard H.
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  givenname: Leonhard A.
  orcidid: 0000-0001-5221-5095
  surname: Bakker
  fullname: Bakker, Leonhard A.
  organization: Department of Neurology, Brain Centre Rudolf Magnus, University Medical Centre Utrecht, Centre of Excellence for Rehabilitation Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht and De Hoogstraat Rehabilitation
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  givenname: Carin D.
  surname: Schröder
  fullname: Schröder, Carin D.
  organization: Centre of Excellence for Rehabilitation Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht and De Hoogstraat Rehabilitation, Department of Rehabilitation, Physical Therapy Science, and Sports Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht
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  givenname: Michael A.
  orcidid: 0000-0002-7709-5883
  surname: van Es
  fullname: van Es, Michael A.
  organization: Department of Neurology, Brain Centre Rudolf Magnus, University Medical Centre Utrecht
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  givenname: Paul
  surname: Westers
  fullname: Westers, Paul
  organization: Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht
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  givenname: Johanna M. A.
  surname: Visser-Meily
  fullname: Visser-Meily, Johanna M. A.
  organization: Centre of Excellence for Rehabilitation Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht and De Hoogstraat Rehabilitation, Department of Rehabilitation, Physical Therapy Science, and Sports Medicine, Brain Centre Rudolf Magnus, University Medical Centre Utrecht
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  givenname: Leonard H.
  orcidid: 0000-0002-5203-9674
  surname: van den Berg
  fullname: van den Berg, Leonard H.
  email: L.H.vandenBerg@umcutrecht.nl
  organization: Department of Neurology, Brain Centre Rudolf Magnus, University Medical Centre Utrecht
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Issue 7
Keywords Confirmatory factor analysis
Amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis functional rating scale-revised
Language English
License Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
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Snippet The amyotrophic lateral sclerosis functional rating scale-revised (ALSFRS-R) is a widely used primary outcome measure in amyotrophic lateral sclerosis (ALS)...
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StartPage 1413
SubjectTerms Activities of Daily Living
Amyotrophic lateral sclerosis
Amyotrophic Lateral Sclerosis - diagnosis
Amyotrophic Lateral Sclerosis - physiopathology
Clinical trials
Deglutition
Factor Analysis, Statistical
Female
Humans
Male
Medicine
Medicine & Public Health
Middle Aged
Motor Activity
Motor task performance
Neurology
Neuroradiology
Neurosciences
Original Communication
Reproducibility of Results
Respiration
Respiratory function
Speech
Surveys and Questionnaires
Validation studies
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Title Assessment of the factorial validity and reliability of the ALSFRS-R: a revision of its measurement model
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https://www.ncbi.nlm.nih.gov/pubmed/28608303
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