The University of Southampton
University of Southampton Institutional Repository

Which environmental factors are associated with performance when controlling for capacity?

Which environmental factors are associated with performance when controlling for capacity?
Which environmental factors are associated with performance when controlling for capacity?
OBJECTIVE: To determine which environmental factors are associated with performance when controlling for capacity, using the International Classification of Functioning, Disability and Health (ICF).
METHODS: A psychometric study using a sample of 296 persons with musculoskeletal health conditions as a case in point. The following steps were carried out: (i) Rasch analyses created 2 interval measurement scales, capacity and performance, based on 22 Activities and Participation ICF categories that had been rated as capacity and performance. Capacity and performance scores, ranging from 0 (low level) to 100 (high level) were calculated; (ii) group lasso regression was used to identify the environmental factors associated with a person’s performance when controlling for capacity. Gender, age and health condition were forced to remain in the model.
RESULTS: A capacity scale based on 16 ICF categories (rated as capacity) and a performance scale based on 18 categories (rated as performance) were created. Thirteen environmental factors ICF categories covering the physical, social, attitudinal and political environment were identified as highly associated with patient’s performance.
CONCLUSION: Using an exclusively statistical approach this study identified environmental factors associated with a person’s performance.
musculoskeletal conditions, ICF, capacity, performance, environmental factors, group lasso
1650-1977
806-813
Bostan, C.
64d1255c-be84-4464-86d5-94102f019547
Oberhauser, C.
19bd72f4-7be9-42f2-9152-b91eec5689e0
Stucki, G.
a0a31092-5bde-4e54-a3b7-70427ac7923e
Bickenbach, J.
3be81bd0-7d1d-4e2a-9a98-0e1097614d96
Cieza, A.
a0df25c5-ee2c-4580-82b3-d0a75591580e
Bostan, C.
64d1255c-be84-4464-86d5-94102f019547
Oberhauser, C.
19bd72f4-7be9-42f2-9152-b91eec5689e0
Stucki, G.
a0a31092-5bde-4e54-a3b7-70427ac7923e
Bickenbach, J.
3be81bd0-7d1d-4e2a-9a98-0e1097614d96
Cieza, A.
a0df25c5-ee2c-4580-82b3-d0a75591580e

Bostan, C., Oberhauser, C., Stucki, G., Bickenbach, J. and Cieza, A. (2014) Which environmental factors are associated with performance when controlling for capacity? Journal of Rehabilitation Medicine, 46 (8), 806-813. (doi:10.2340/16501977-1839). (PMID:25073861)

Record type: Article

Abstract

OBJECTIVE: To determine which environmental factors are associated with performance when controlling for capacity, using the International Classification of Functioning, Disability and Health (ICF).
METHODS: A psychometric study using a sample of 296 persons with musculoskeletal health conditions as a case in point. The following steps were carried out: (i) Rasch analyses created 2 interval measurement scales, capacity and performance, based on 22 Activities and Participation ICF categories that had been rated as capacity and performance. Capacity and performance scores, ranging from 0 (low level) to 100 (high level) were calculated; (ii) group lasso regression was used to identify the environmental factors associated with a person’s performance when controlling for capacity. Gender, age and health condition were forced to remain in the model.
RESULTS: A capacity scale based on 16 ICF categories (rated as capacity) and a performance scale based on 18 categories (rated as performance) were created. Thirteen environmental factors ICF categories covering the physical, social, attitudinal and political environment were identified as highly associated with patient’s performance.
CONCLUSION: Using an exclusively statistical approach this study identified environmental factors associated with a person’s performance.

Text
Bostan et al 2014 J Reh Med.pdf - Other
Download (384kB)

More information

Accepted/In Press date: 2014
e-pub ahead of print date: 30 July 2014
Keywords: musculoskeletal conditions, ICF, capacity, performance, environmental factors, group lasso
Organisations: Psychology

Identifiers

Local EPrints ID: 367627
URI: http://eprints.soton.ac.uk/id/eprint/367627
ISSN: 1650-1977
PURE UUID: fa2d54d2-3b64-47d9-96d0-fd004a4174f5

Catalogue record

Date deposited: 06 Aug 2014 10:40
Last modified: 14 Mar 2024 17:34

Export record

Altmetrics

Contributors

Author: C. Bostan
Author: C. Oberhauser
Author: G. Stucki
Author: J. Bickenbach
Author: A. Cieza

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×