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ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs
OBJECTIVE: The Assessment of Burden of COPD (ABC) tool supports shared decision making between patient and caregiver. It includes a coloured balloon diagram to visualise patients’ scores on burden indicators. We aim to determine the importance of each indicator from a patient perspective, in order t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770840/ https://www.ncbi.nlm.nih.gov/pubmed/29282261 http://dx.doi.org/10.1136/bmjopen-2017-017831 |
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author | Goossens, Lucas MA Rutten-van Mölken, Maureen PMH Boland, Melinde RS Donkers, Bas Jonker, Marcel F Slok, Annerika HM Salomé, Philippe L van Schayck, Onno CP in ’t Veen, Johannes CCM Stolk, Elly A |
author_facet | Goossens, Lucas MA Rutten-van Mölken, Maureen PMH Boland, Melinde RS Donkers, Bas Jonker, Marcel F Slok, Annerika HM Salomé, Philippe L van Schayck, Onno CP in ’t Veen, Johannes CCM Stolk, Elly A |
author_sort | Goossens, Lucas MA |
collection | PubMed |
description | OBJECTIVE: The Assessment of Burden of COPD (ABC) tool supports shared decision making between patient and caregiver. It includes a coloured balloon diagram to visualise patients’ scores on burden indicators. We aim to determine the importance of each indicator from a patient perspective, in order to calculate a weighted index score and investigate whether that score is predictive of costs. DESIGN: Discrete choice experiment. SETTING AND PARTICIPANTS: Primary care and secondary care in the Netherlands. 282 patients with chronic obstructive pulmonary disease (COPD) and 252 members of the general public participated. METHODS: Respondents received 14 choice questions and indicated which of two health states was more severe. Health states were described in terms of specific symptoms, limitations in physical, daily and social activities, mental problems, fatigue and exacerbations, most of which had three levels of severity. Weights for each item-level combination were derived from a Bayesian mixed logit model. Weights were rescaled to construct an index score from 0 (best) to 100 (worst). Regression models were used to find a classification of this index score in mild, moderate and severe that was discriminative in terms of healthcare costs. RESULTS: Fatigue, limitations in moderate physical activities, number of exacerbations, dyspnoea at rest and fear of breathing getting worse contributed most to the burden of disease. Patients assigned less weight to dyspnoea during exercise, listlessness and limitations with regard to strenuous activities. Respondents from the general public mostly agreed. Mild, moderate and severe burden of disease were defined as scores <20, 20–39 and ≥40. This categorisation was most predictive of healthcare utilisation and annual costs: €1368, €2510 and €9885, respectively. CONCLUSIONS: The ABC Index is a new index score for the burden of COPD, which is based on patients’ preferences. The classification of the index score into mild, moderate and severe is predictive of future healthcare costs. TRIAL REGISTRATION NUMBER: NTR3788; Post-results. |
format | Online Article Text |
id | pubmed-5770840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-57708402018-01-19 ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs Goossens, Lucas MA Rutten-van Mölken, Maureen PMH Boland, Melinde RS Donkers, Bas Jonker, Marcel F Slok, Annerika HM Salomé, Philippe L van Schayck, Onno CP in ’t Veen, Johannes CCM Stolk, Elly A BMJ Open Respiratory Medicine OBJECTIVE: The Assessment of Burden of COPD (ABC) tool supports shared decision making between patient and caregiver. It includes a coloured balloon diagram to visualise patients’ scores on burden indicators. We aim to determine the importance of each indicator from a patient perspective, in order to calculate a weighted index score and investigate whether that score is predictive of costs. DESIGN: Discrete choice experiment. SETTING AND PARTICIPANTS: Primary care and secondary care in the Netherlands. 282 patients with chronic obstructive pulmonary disease (COPD) and 252 members of the general public participated. METHODS: Respondents received 14 choice questions and indicated which of two health states was more severe. Health states were described in terms of specific symptoms, limitations in physical, daily and social activities, mental problems, fatigue and exacerbations, most of which had three levels of severity. Weights for each item-level combination were derived from a Bayesian mixed logit model. Weights were rescaled to construct an index score from 0 (best) to 100 (worst). Regression models were used to find a classification of this index score in mild, moderate and severe that was discriminative in terms of healthcare costs. RESULTS: Fatigue, limitations in moderate physical activities, number of exacerbations, dyspnoea at rest and fear of breathing getting worse contributed most to the burden of disease. Patients assigned less weight to dyspnoea during exercise, listlessness and limitations with regard to strenuous activities. Respondents from the general public mostly agreed. Mild, moderate and severe burden of disease were defined as scores <20, 20–39 and ≥40. This categorisation was most predictive of healthcare utilisation and annual costs: €1368, €2510 and €9885, respectively. CONCLUSIONS: The ABC Index is a new index score for the burden of COPD, which is based on patients’ preferences. The classification of the index score into mild, moderate and severe is predictive of future healthcare costs. TRIAL REGISTRATION NUMBER: NTR3788; Post-results. BMJ Publishing Group 2017-12-26 /pmc/articles/PMC5770840/ /pubmed/29282261 http://dx.doi.org/10.1136/bmjopen-2017-017831 Text en © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted. This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
spellingShingle | Respiratory Medicine Goossens, Lucas MA Rutten-van Mölken, Maureen PMH Boland, Melinde RS Donkers, Bas Jonker, Marcel F Slok, Annerika HM Salomé, Philippe L van Schayck, Onno CP in ’t Veen, Johannes CCM Stolk, Elly A ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title | ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title_full | ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title_fullStr | ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title_full_unstemmed | ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title_short | ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs |
title_sort | abc index: quantifying experienced burden of copd in a discrete choice experiment and predicting costs |
topic | Respiratory Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770840/ https://www.ncbi.nlm.nih.gov/pubmed/29282261 http://dx.doi.org/10.1136/bmjopen-2017-017831 |
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