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Explaining the disability paradox: a cross-sectional analysis of the Swiss general population
BACKGROUND: Disability can be broken down into difficulties in different components of functioning such as impairments and limitations in activities and participation (A&P). Previous studies have produced the seemingly surprising result that persons with severe impairments tend to report high qu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3528470/ https://www.ncbi.nlm.nih.gov/pubmed/22894722 http://dx.doi.org/10.1186/1471-2458-12-655 |
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author | Fellinghauer, Bernd Reinhardt, Jan D Stucki, Gerold Bickenbach, Jerome |
author_facet | Fellinghauer, Bernd Reinhardt, Jan D Stucki, Gerold Bickenbach, Jerome |
author_sort | Fellinghauer, Bernd |
collection | PubMed |
description | BACKGROUND: Disability can be broken down into difficulties in different components of functioning such as impairments and limitations in activities and participation (A&P). Previous studies have produced the seemingly surprising result that persons with severe impairments tend to report high quality of life (QoL) including perceived health regardless of their condition; the so-called “disability paradox”. We aim to study the role of contextual factors (i.e. the personal and environmental situation) in explaining the disability paradox. METHODS: The Swiss Health Survey provides information on the perceived health of 18,760 participants from the general population. We construct a conditional independence graph applying random forests and stability selection in order to represent the structure of impairment, A&P limitation, contextual factors, and perceived health. RESULTS: We find that impairment and A&P limitations are not directly related but only via a cluster of contextual factors. Similarly, impairment and perceived health are not directly related. On the other hand, perceived health is directly connected with A&P limitations. We hypothesize that contextual factors have a moderating and/or mediating effect on the relationship of impairment, A&P limitations, and perceived health. CONCLUSION: The disability paradox seems to dissolve when contextual factors are put into consideration. Contextual factors may be responsible for some persons with impairments developing A&P limitations and others not. In turn, persons with impairments may only then perceive bad health when they experience A&P limitation. Political interventions at the level of the environment may reduce the number of persons who perceive bad health. |
format | Online Article Text |
id | pubmed-3528470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35284702013-01-03 Explaining the disability paradox: a cross-sectional analysis of the Swiss general population Fellinghauer, Bernd Reinhardt, Jan D Stucki, Gerold Bickenbach, Jerome BMC Public Health Research Article BACKGROUND: Disability can be broken down into difficulties in different components of functioning such as impairments and limitations in activities and participation (A&P). Previous studies have produced the seemingly surprising result that persons with severe impairments tend to report high quality of life (QoL) including perceived health regardless of their condition; the so-called “disability paradox”. We aim to study the role of contextual factors (i.e. the personal and environmental situation) in explaining the disability paradox. METHODS: The Swiss Health Survey provides information on the perceived health of 18,760 participants from the general population. We construct a conditional independence graph applying random forests and stability selection in order to represent the structure of impairment, A&P limitation, contextual factors, and perceived health. RESULTS: We find that impairment and A&P limitations are not directly related but only via a cluster of contextual factors. Similarly, impairment and perceived health are not directly related. On the other hand, perceived health is directly connected with A&P limitations. We hypothesize that contextual factors have a moderating and/or mediating effect on the relationship of impairment, A&P limitations, and perceived health. CONCLUSION: The disability paradox seems to dissolve when contextual factors are put into consideration. Contextual factors may be responsible for some persons with impairments developing A&P limitations and others not. In turn, persons with impairments may only then perceive bad health when they experience A&P limitation. Political interventions at the level of the environment may reduce the number of persons who perceive bad health. BioMed Central 2012-08-15 /pmc/articles/PMC3528470/ /pubmed/22894722 http://dx.doi.org/10.1186/1471-2458-12-655 Text en Copyright ©2012 Fellinghauer et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Fellinghauer, Bernd Reinhardt, Jan D Stucki, Gerold Bickenbach, Jerome Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title | Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title_full | Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title_fullStr | Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title_full_unstemmed | Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title_short | Explaining the disability paradox: a cross-sectional analysis of the Swiss general population |
title_sort | explaining the disability paradox: a cross-sectional analysis of the swiss general population |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3528470/ https://www.ncbi.nlm.nih.gov/pubmed/22894722 http://dx.doi.org/10.1186/1471-2458-12-655 |
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