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Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies

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Resumo:Background: Poor medication adherence is a major challenge in asthma and objective assessment of inhaler adherence is needed. InspirerMundi app aims to monitor inhaler adherence while turning it into a positive experience through gamification and social support. Objective: We assessed the medium-term feasibility of the InspirerMundi app to monitor inhaler adherence in real-world patients with persistent asthma (treated with daily inhaled medication). In addition, we attempted to identify the characteristics of the patients related to higher app use. Methods: Two real-world multicenter observational studies, with one initial face-to-face visit and a 4-month telephone interview, were conducted in 29 secondary care centers from Portugal. During an initial face-to-face visit, patients were invited to use the app daily to register their asthma medication intakes. A scheduled intake was considered taken when patients took a photo of the medication (inhaler, blister, or others) using the image-based medication detection tool. Medication adherence was calculated as the number of doses taken as a percentage of the number scheduled. Interacting with the app ≥30 days was used as the cut-off for higher app use. Results: A total of 114 patients {median 20 [percentile 25 to percentile 75 (P25-P75) 16-36] years, 62% adults} were invited, 107 (94%) installed the app and 83 (73%) completed the 4-month interview. Patients interacted with the app for a median of 18 [3-45] days, translated on a median use rate of 15 [3-38]%. Median inhaler adherence assessed through the app was 34 [4-73]% when considering all scheduled inhalations for the study period. Inhaler adherence assessed was not significantly correlated with self-reported estimates. Median adherence for oral and other medication was 41 [6-83]% and 43 [3-73]%, respectively. Patients with higher app use were slightly older (p = 0.012), more frequently taking medication for other health conditions (p = 0.040), and more frequently prescribed long-acting muscarinic antagonists (LAMA, p = 0.024). After 4 months, Control of Allergic Rhinitis and Asthma Test (CARAT) scores improved (p < 0.001), but no differences between patients interacting with the app for 30 days or less were seen. Conclusions: The InspirerMundi app was feasible to monitor inhaler adherence in patients with persistent asthma. The persistent use of this mHealth technology varies widely. A better understanding of characteristics related to higher app use is still needed before effectiveness studies are undertaken.
Autores principais:Jácome, C
Outros Autores:Almeida, R; Pereira, AM; Amaral, R; Vieira-Marques, P; Mendes, S; Alves-Correia, M; Ferreira, JA; Lopes, I; Gomes, J; Araújo, L; Couto, M; Chaves Loureiro, C; Maia Santos, L; Arrobas, A; Valério, M; Todo Bom, A; Azevedo, J; Teixeira, MF; Ferreira-Magalhães, M; Leiria Pinto, P; Pinto, N; Castro Neves, A; Morête, A; Todo Bom, F; Costa, A; Silva, D; Vasconcelos, MJ; Falcão, H; Marques, ML; Mendes, A; Cardoso, J; Cidrais Rodrigues, JC; Oliveira, G; Carvalho, J; Lozoya, C; Santos, N; Menezes, F; Gomes, R; Câmara, R; Rodrigues Alves, R; Moreira, AS; Abreu, C; Silva, R; Bordalo, D; Alves, C; Lopes, C; Taborda-Barata, L; Fernandes, RM; Ferreira, R; Chaves-Loureiro, C; Cálix, MJ; Alves, A; Almeida Fonseca, J
Assunto:mHealth Medication adherence Patient participation Self-management Smartphone Technology assessment HDE ALER
Ano:2021
País:Portugal
Tipo de documento:artigo
Tipo de acesso:acesso aberto
Instituição associada:Centro Hospitalar de Lisboa Central, EPE (CHLC)
Idioma:inglês
Origem:Repositório do Centro Hospitalar de Lisboa Central, EPE
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author Jácome, C
author2 Almeida, R
Pereira, AM
Amaral, R
Vieira-Marques, P
Mendes, S
Alves-Correia, M
Ferreira, JA
Lopes, I
Gomes, J
Araújo, L
Couto, M
Chaves Loureiro, C
Maia Santos, L
Arrobas, A
Valério, M
Todo Bom, A
Azevedo, J
Teixeira, MF
Ferreira-Magalhães, M
Leiria Pinto, P
Pinto, N
Castro Neves, A
Morête, A
Todo Bom, F
Costa, A
Silva, D
Vasconcelos, MJ
Falcão, H
Marques, ML
Mendes, A
Cardoso, J
Cidrais Rodrigues, JC
Oliveira, G
Carvalho, J
Lozoya, C
Santos, N
Menezes, F
Gomes, R
Câmara, R
Rodrigues Alves, R
Moreira, AS
Abreu, C
Silva, R
Bordalo, D
Alves, C
Lopes, C
Taborda-Barata, L
Fernandes, RM
Ferreira, R
Chaves-Loureiro, C
Cálix, MJ
Alves, A
Almeida Fonseca, J
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author_facet Jácome, C
Almeida, R
Pereira, AM
Amaral, R
Vieira-Marques, P
Mendes, S
Alves-Correia, M
Ferreira, JA
Lopes, I
Gomes, J
Araújo, L
Couto, M
Chaves Loureiro, C
Maia Santos, L
Arrobas, A
Valério, M
Todo Bom, A
Azevedo, J
Teixeira, MF
Ferreira-Magalhães, M
Leiria Pinto, P
Pinto, N
Castro Neves, A
Morête, A
Todo Bom, F
Costa, A
Silva, D
Vasconcelos, MJ
Falcão, H
Marques, ML
Mendes, A
Cardoso, J
Cidrais Rodrigues, JC
Oliveira, G
Carvalho, J
Lozoya, C
Santos, N
Menezes, F
Gomes, R
Câmara, R
Rodrigues Alves, R
Moreira, AS
Abreu, C
Silva, R
Bordalo, D
Alves, C
Lopes, C
Taborda-Barata, L
Fernandes, RM
Ferreira, R
Chaves-Loureiro, C
Cálix, MJ
Alves, A
Almeida Fonseca, J
author_role author
contributor_name_str_mv Repositório da Unidade Local de Saúde São José
country_str PT
creators_json_txt [{\"Person.name\":\"Jácome, C\"},{\"Person.name\":\"Almeida, R\"},{\"Person.name\":\"Pereira, AM\"},{\"Person.name\":\"Amaral, R\"},{\"Person.name\":\"Vieira-Marques, P\"},{\"Person.name\":\"Mendes, S\"},{\"Person.name\":\"Alves-Correia, M\"},{\"Person.name\":\"Ferreira, JA\"},{\"Person.name\":\"Lopes, I\"},{\"Person.name\":\"Gomes, J\"},{\"Person.name\":\"Araújo, L\"},{\"Person.name\":\"Couto, M\"},{\"Person.name\":\"Chaves Loureiro, C\"},{\"Person.name\":\"Maia Santos, L\"},{\"Person.name\":\"Arrobas, A\"},{\"Person.name\":\"Valério, M\"},{\"Person.name\":\"Todo Bom, A\"},{\"Person.name\":\"Azevedo, J\"},{\"Person.name\":\"Teixeira, MF\"},{\"Person.name\":\"Ferreira-Magalhães, M\"},{\"Person.name\":\"Leiria Pinto, P\"},{\"Person.name\":\"Pinto, N\"},{\"Person.name\":\"Castro Neves, A\"},{\"Person.name\":\"Morête, A\"},{\"Person.name\":\"Todo Bom, F\"},{\"Person.name\":\"Costa, A\"},{\"Person.name\":\"Silva, D\"},{\"Person.name\":\"Vasconcelos, MJ\"},{\"Person.name\":\"Falcão, H\"},{\"Person.name\":\"Marques, ML\"},{\"Person.name\":\"Mendes, A\"},{\"Person.name\":\"Cardoso, J\"},{\"Person.name\":\"Cidrais Rodrigues, JC\"},{\"Person.name\":\"Oliveira, G\"},{\"Person.name\":\"Carvalho, J\"},{\"Person.name\":\"Lozoya, C\"},{\"Person.name\":\"Santos, N\"},{\"Person.name\":\"Menezes, F\"},{\"Person.name\":\"Gomes, R\"},{\"Person.name\":\"Câmara, R\"},{\"Person.name\":\"Rodrigues Alves, R\"},{\"Person.name\":\"Moreira, AS\"},{\"Person.name\":\"Abreu, C\"},{\"Person.name\":\"Silva, R\"},{\"Person.name\":\"Bordalo, D\"},{\"Person.name\":\"Alves, C\"},{\"Person.name\":\"Lopes, C\"},{\"Person.name\":\"Taborda-Barata, L\"},{\"Person.name\":\"Fernandes, RM\"},{\"Person.name\":\"Ferreira, R\"},{\"Person.name\":\"Chaves-Loureiro, C\"},{\"Person.name\":\"Cálix, MJ\"},{\"Person.name\":\"Alves, A\"},{\"Person.name\":\"Almeida Fonseca, J\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Repositório da Unidade Local de Saúde São José
datacite.creators.creator.creatorName.fl_str_mv Jácome, C
Almeida, R
Pereira, AM
Amaral, R
Vieira-Marques, P
Mendes, S
Alves-Correia, M
Ferreira, JA
Lopes, I
Gomes, J
Araújo, L
Couto, M
Chaves Loureiro, C
Maia Santos, L
Arrobas, A
Valério, M
Todo Bom, A
Azevedo, J
Teixeira, MF
Ferreira-Magalhães, M
Leiria Pinto, P
Pinto, N
Castro Neves, A
Morête, A
Todo Bom, F
Costa, A
Silva, D
Vasconcelos, MJ
Falcão, H
Marques, ML
Mendes, A
Cardoso, J
Cidrais Rodrigues, JC
Oliveira, G
Carvalho, J
Lozoya, C
Santos, N
Menezes, F
Gomes, R
Câmara, R
Rodrigues Alves, R
Moreira, AS
Abreu, C
Silva, R
Bordalo, D
Alves, C
Lopes, C
Taborda-Barata, L
Fernandes, RM
Ferreira, R
Chaves-Loureiro, C
Cálix, MJ
Alves, A
Almeida Fonseca, J
datacite.date.Accepted.fl_str_mv 2021-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2022-03-14T16:19:29Z
datacite.date.embargoed.fl_str_mv 2022-03-14T16:19:29Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
datacite.titles.title.fl_str_mv Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
dc.contributor.none.fl_str_mv Repositório da Unidade Local de Saúde São José
dc.creator.none.fl_str_mv Jácome, C
Almeida, R
Pereira, AM
Amaral, R
Vieira-Marques, P
Mendes, S
Alves-Correia, M
Ferreira, JA
Lopes, I
Gomes, J
Araújo, L
Couto, M
Chaves Loureiro, C
Maia Santos, L
Arrobas, A
Valério, M
Todo Bom, A
Azevedo, J
Teixeira, MF
Ferreira-Magalhães, M
Leiria Pinto, P
Pinto, N
Castro Neves, A
Morête, A
Todo Bom, F
Costa, A
Silva, D
Vasconcelos, MJ
Falcão, H
Marques, ML
Mendes, A
Cardoso, J
Cidrais Rodrigues, JC
Oliveira, G
Carvalho, J
Lozoya, C
Santos, N
Menezes, F
Gomes, R
Câmara, R
Rodrigues Alves, R
Moreira, AS
Abreu, C
Silva, R
Bordalo, D
Alves, C
Lopes, C
Taborda-Barata, L
Fernandes, RM
Ferreira, R
Chaves-Loureiro, C
Cálix, MJ
Alves, A
Almeida Fonseca, J
dc.date.Accepted.fl_str_mv 2021-01-01T00:00:00Z
dc.date.available.fl_str_mv 2022-03-14T16:19:29Z
dc.date.embargoed.fl_str_mv 2022-03-14T16:19:29Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10400.17/4003
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Frontiers Media SA
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
dc.title.fl_str_mv Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
description Background: Poor medication adherence is a major challenge in asthma and objective assessment of inhaler adherence is needed. InspirerMundi app aims to monitor inhaler adherence while turning it into a positive experience through gamification and social support. Objective: We assessed the medium-term feasibility of the InspirerMundi app to monitor inhaler adherence in real-world patients with persistent asthma (treated with daily inhaled medication). In addition, we attempted to identify the characteristics of the patients related to higher app use. Methods: Two real-world multicenter observational studies, with one initial face-to-face visit and a 4-month telephone interview, were conducted in 29 secondary care centers from Portugal. During an initial face-to-face visit, patients were invited to use the app daily to register their asthma medication intakes. A scheduled intake was considered taken when patients took a photo of the medication (inhaler, blister, or others) using the image-based medication detection tool. Medication adherence was calculated as the number of doses taken as a percentage of the number scheduled. Interacting with the app ≥30 days was used as the cut-off for higher app use. Results: A total of 114 patients {median 20 [percentile 25 to percentile 75 (P25-P75) 16-36] years, 62% adults} were invited, 107 (94%) installed the app and 83 (73%) completed the 4-month interview. Patients interacted with the app for a median of 18 [3-45] days, translated on a median use rate of 15 [3-38]%. Median inhaler adherence assessed through the app was 34 [4-73]% when considering all scheduled inhalations for the study period. Inhaler adherence assessed was not significantly correlated with self-reported estimates. Median adherence for oral and other medication was 41 [6-83]% and 43 [3-73]%, respectively. Patients with higher app use were slightly older (p = 0.012), more frequently taking medication for other health conditions (p = 0.040), and more frequently prescribed long-acting muscarinic antagonists (LAMA, p = 0.024). After 4 months, Control of Allergic Rhinitis and Asthma Test (CARAT) scores improved (p < 0.001), but no differences between patients interacting with the app for 30 days or less were seen. Conclusions: The InspirerMundi app was feasible to monitor inhaler adherence in patients with persistent asthma. The persistent use of this mHealth technology varies widely. A better understanding of characteristics related to higher app use is still needed before effectiveness studies are undertaken.
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eu_rights_str_mv openAccess
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fulltext.url.fl_str_mv https://repositorio.chlc.pt/bitstreams/ba8ca85f-81b2-4f69-8996-324a479aa03c/download
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identifier.url.fl_str_mv http://hdl.handle.net/10400.17/4003
inst_facet_str urn:organizationAcronym:chlc{{{_:::_}}}Centro Hospitalar de Lisboa Central, EPE (CHLC)
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institution Centro Hospitalar de Lisboa Central, EPE (CHLC)
instname_str Centro Hospitalar de Lisboa Central, EPE (CHLC)
language eng
network_acronym_str rchlc
network_name_str Repositório do Centro Hospitalar de Lisboa Central, EPE
oai_identifier_str oai:repositorio.chlc.pt:10400.17/4003
organization_str_mv urn:organizationAcronym:chlc
person_str_mv Jácome, C
Almeida, R
Pereira, AM
Amaral, R
Vieira-Marques, P
Mendes, S
Alves-Correia, M
Ferreira, JA
Lopes, I
Gomes, J
Araújo, L
Couto, M
Chaves Loureiro, C
Maia Santos, L
Arrobas, A
Valério, M
Todo Bom, A
Azevedo, J
Teixeira, MF
Ferreira-Magalhães, M
Leiria Pinto, P
Pinto, N
Castro Neves, A
Morête, A
Todo Bom, F
Costa, A
Silva, D
Vasconcelos, MJ
Falcão, H
Marques, ML
Mendes, A
Cardoso, J
Cidrais Rodrigues, JC
Oliveira, G
Carvalho, J
Lozoya, C
Santos, N
Menezes, F
Gomes, R
Câmara, R
Rodrigues Alves, R
Moreira, AS
Abreu, C
Silva, R
Bordalo, D
Alves, C
Lopes, C
Taborda-Barata, L
Fernandes, RM
Ferreira, R
Chaves-Loureiro, C
Cálix, MJ
Alves, A
Almeida Fonseca, J
publishDate 2021
publisher.none.fl_str_mv Frontiers Media SA
repo_facet_str urn:repositoryAcronym:rchlc{{{_:::_}}}Repositório do Centro Hospitalar de Lisboa Central, EPE
reponame_str Repositório do Centro Hospitalar de Lisboa Central, EPE
repository_id_str urn:repositoryAcronym:rchlc
service_str_mv urn:repositoryAcronym:rchlc
spelling engFrontiers Media SApt_PTBackground: Poor medication adherence is a major challenge in asthma and objective assessment of inhaler adherence is needed. InspirerMundi app aims to monitor inhaler adherence while turning it into a positive experience through gamification and social support. Objective: We assessed the medium-term feasibility of the InspirerMundi app to monitor inhaler adherence in real-world patients with persistent asthma (treated with daily inhaled medication). In addition, we attempted to identify the characteristics of the patients related to higher app use. Methods: Two real-world multicenter observational studies, with one initial face-to-face visit and a 4-month telephone interview, were conducted in 29 secondary care centers from Portugal. During an initial face-to-face visit, patients were invited to use the app daily to register their asthma medication intakes. A scheduled intake was considered taken when patients took a photo of the medication (inhaler, blister, or others) using the image-based medication detection tool. Medication adherence was calculated as the number of doses taken as a percentage of the number scheduled. Interacting with the app ≥30 days was used as the cut-off for higher app use. Results: A total of 114 patients {median 20 [percentile 25 to percentile 75 (P25-P75) 16-36] years, 62% adults} were invited, 107 (94%) installed the app and 83 (73%) completed the 4-month interview. Patients interacted with the app for a median of 18 [3-45] days, translated on a median use rate of 15 [3-38]%. Median inhaler adherence assessed through the app was 34 [4-73]% when considering all scheduled inhalations for the study period. Inhaler adherence assessed was not significantly correlated with self-reported estimates. Median adherence for oral and other medication was 41 [6-83]% and 43 [3-73]%, respectively. Patients with higher app use were slightly older (p = 0.012), more frequently taking medication for other health conditions (p = 0.040), and more frequently prescribed long-acting muscarinic antagonists (LAMA, p = 0.024). After 4 months, Control of Allergic Rhinitis and Asthma Test (CARAT) scores improved (p < 0.001), but no differences between patients interacting with the app for 30 days or less were seen. Conclusions: The InspirerMundi app was feasible to monitor inhaler adherence in patients with persistent asthma. The persistent use of this mHealth technology varies widely. A better understanding of characteristics related to higher app use is still needed before effectiveness studies are undertaken.application/pdfpt_PTMonitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility StudiesJácome, CAlmeida, RPereira, AMAmaral, RVieira-Marques, PMendes, SAlves-Correia, MFerreira, JALopes, IGomes, JAraújo, LCouto, MChaves Loureiro, CMaia Santos, LArrobas, AValério, MTodo Bom, AAzevedo, JTeixeira, MFFerreira-Magalhães, MLeiria Pinto, PPinto, NCastro Neves, AMorête, ATodo Bom, FCosta, ASilva, DVasconcelos, MJFalcão, HMarques, MLMendes, ACardoso, JCidrais Rodrigues, JCOliveira, GCarvalho, JLozoya, CSantos, NMenezes, FGomes, RCâmara, RRodrigues Alves, RMoreira, ASAbreu, CSilva, RBordalo, DAlves, CLopes, CTaborda-Barata, LFernandes, RMFerreira, RChaves-Loureiro, CCálix, MJAlves, AAlmeida Fonseca, JHostingInstitutionOrganizationalRepositório da Unidade Local de Saúde São Josée-mailmailto:repositorio@ulssjose.min-saude.ptrepositorio@ulssjose.min-saude.ptDOIIsPartOf10.3389/fmedt.2021.6495062022-03-14T16:19:29Z20212021-01-01T00:00:00ZHandlehttp://hdl.handle.net/10400.17/4003http://purl.org/coar/access_right/c_abf2open accessmHealthMedication adherencePatient participationSelf-managementSmartphoneTechnology assessmentHDE ALER1564705 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorio.chlc.pt/bitstreams/ba8ca85f-81b2-4f69-8996-324a479aa03c/download3649506
spellingShingle Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
Jácome, C
mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
status SINGLETON
subject.fl_str_mv mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
title Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
title_full Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
title_fullStr Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
title_full_unstemmed Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
title_short Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
title_sort Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
topic mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
topic_facet mHealth
Medication adherence
Patient participation
Self-management
Smartphone
Technology assessment
HDE ALER
url http://hdl.handle.net/10400.17/4003
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