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A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events
RATIONALE: Poor adherence to inhaler use can be due to poor temporal and/or technique adherence. Up until now there has been no way of reliably tracking both these factors in everyday inhaler use. OBJECTIVES: This paper introduces a device developed to create time stamped acoustic recordings of an i...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4048229/ https://www.ncbi.nlm.nih.gov/pubmed/24905012 http://dx.doi.org/10.1371/journal.pone.0098701 |
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author | D'Arcy, Shona MacHale, Elaine Seheult, Jansen Holmes, Martin S. Hughes, Cian Sulaiman, Imran Hyland, Deirdre O'Reilly, Conor Glynn, Senan Al-Zaabi, Thekra McCourt, John Taylor, Terence Keane, Frank Killane, Isabelle Reilly, Richard B. Costello, Richard W. |
author_facet | D'Arcy, Shona MacHale, Elaine Seheult, Jansen Holmes, Martin S. Hughes, Cian Sulaiman, Imran Hyland, Deirdre O'Reilly, Conor Glynn, Senan Al-Zaabi, Thekra McCourt, John Taylor, Terence Keane, Frank Killane, Isabelle Reilly, Richard B. Costello, Richard W. |
author_sort | D'Arcy, Shona |
collection | PubMed |
description | RATIONALE: Poor adherence to inhaler use can be due to poor temporal and/or technique adherence. Up until now there has been no way of reliably tracking both these factors in everyday inhaler use. OBJECTIVES: This paper introduces a device developed to create time stamped acoustic recordings of an individual's inhaler use, in which empirical evidence of temporal and technique adherence in inhaler use can be monitored over time. The correlation between clinical outcomes and adherence, as determined by this device, was compared for temporal adherence alone and combined temporal and technique adherence. FINDINGS: The technology was validated by showing that the doses taken matched the number of audio recordings (r(2) = 0.94, p<0.01). To demonstrate that audio analysis of inhaler use gives objective information, in vitro studies were performed. These showed that acoustic profiles of inhalations correlated with the peak inspiratory flow rate (r(2) = 0.97, p<0.01), and that the acoustic energy of exhalations into the inhaler was related to the amount of drug removed. Despite training, 16% of participants exhaled into the mouthpiece after priming, in >20% of their inhaler events. Repeated training reduced this to 7% of participants (p = 0.03). When time of use was considered, there was no evidence of a relationship between adherence and changes in AQLQ (r(2) = 0.2) or PEFR (r(2) = 0.2). Combining time and technique the rate of adherence was related to changes in AQLQ (r(2) = 0.53, p = 0.01) and PEFR (r(2) = 0.29, p = 0.01). CONCLUSIONS: This study presents a novel method to objectively assess how errors in both time and technique of inhaler use impact on clinical outcomes. TRIAL REGISTRATION: EudraCT 2011-004149-42 |
format | Online Article Text |
id | pubmed-4048229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40482292014-06-09 A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events D'Arcy, Shona MacHale, Elaine Seheult, Jansen Holmes, Martin S. Hughes, Cian Sulaiman, Imran Hyland, Deirdre O'Reilly, Conor Glynn, Senan Al-Zaabi, Thekra McCourt, John Taylor, Terence Keane, Frank Killane, Isabelle Reilly, Richard B. Costello, Richard W. PLoS One Research Article RATIONALE: Poor adherence to inhaler use can be due to poor temporal and/or technique adherence. Up until now there has been no way of reliably tracking both these factors in everyday inhaler use. OBJECTIVES: This paper introduces a device developed to create time stamped acoustic recordings of an individual's inhaler use, in which empirical evidence of temporal and technique adherence in inhaler use can be monitored over time. The correlation between clinical outcomes and adherence, as determined by this device, was compared for temporal adherence alone and combined temporal and technique adherence. FINDINGS: The technology was validated by showing that the doses taken matched the number of audio recordings (r(2) = 0.94, p<0.01). To demonstrate that audio analysis of inhaler use gives objective information, in vitro studies were performed. These showed that acoustic profiles of inhalations correlated with the peak inspiratory flow rate (r(2) = 0.97, p<0.01), and that the acoustic energy of exhalations into the inhaler was related to the amount of drug removed. Despite training, 16% of participants exhaled into the mouthpiece after priming, in >20% of their inhaler events. Repeated training reduced this to 7% of participants (p = 0.03). When time of use was considered, there was no evidence of a relationship between adherence and changes in AQLQ (r(2) = 0.2) or PEFR (r(2) = 0.2). Combining time and technique the rate of adherence was related to changes in AQLQ (r(2) = 0.53, p = 0.01) and PEFR (r(2) = 0.29, p = 0.01). CONCLUSIONS: This study presents a novel method to objectively assess how errors in both time and technique of inhaler use impact on clinical outcomes. TRIAL REGISTRATION: EudraCT 2011-004149-42 Public Library of Science 2014-06-06 /pmc/articles/PMC4048229/ /pubmed/24905012 http://dx.doi.org/10.1371/journal.pone.0098701 Text en © 2014 D'Arcy et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article D'Arcy, Shona MacHale, Elaine Seheult, Jansen Holmes, Martin S. Hughes, Cian Sulaiman, Imran Hyland, Deirdre O'Reilly, Conor Glynn, Senan Al-Zaabi, Thekra McCourt, John Taylor, Terence Keane, Frank Killane, Isabelle Reilly, Richard B. Costello, Richard W. A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title | A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title_full | A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title_fullStr | A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title_full_unstemmed | A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title_short | A Method to Assess Adherence in Inhaler Use through Analysis of Acoustic Recordings of Inhaler Events |
title_sort | method to assess adherence in inhaler use through analysis of acoustic recordings of inhaler events |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4048229/ https://www.ncbi.nlm.nih.gov/pubmed/24905012 http://dx.doi.org/10.1371/journal.pone.0098701 |
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