Frontiers in Medical Technology (Jul 2021)
Monitoring Adherence to Asthma Inhalers Using the InspirerMundi App: Analysis of Real-World, Medium-Term Feasibility Studies
- Cristina Jácome,
- Cristina Jácome,
- Rute Almeida,
- Rute Almeida,
- Ana Margarida Pereira,
- Ana Margarida Pereira,
- Ana Margarida Pereira,
- Rita Amaral,
- Rita Amaral,
- Rita Amaral,
- Rita Amaral,
- Pedro Vieira-Marques,
- Sandra Mendes,
- Magna Alves-Correia,
- José Alberto Ferreira,
- Inês Lopes,
- Joana Gomes,
- Luís Araújo,
- Mariana Couto,
- Cláudia Chaves Loureiro,
- Lilia Maia Santos,
- Ana Arrobas,
- Margarida Valério,
- Ana Todo Bom,
- João Azevedo,
- Maria Fernanda Teixeira,
- Manuel Ferreira-Magalhães,
- Manuel Ferreira-Magalhães,
- Manuel Ferreira-Magalhães,
- Paula Leiria Pinto,
- Nicole Pinto,
- Ana Castro Neves,
- Ana Morête,
- Filipa Todo Bom,
- Alberto Costa,
- Diana Silva,
- Maria João Vasconcelos,
- Helena Falcão,
- Maria Luís Marques,
- Ana Mendes,
- João Cardoso,
- José Carlos Cidrais Rodrigues,
- Georgeta Oliveira,
- Joana Carvalho,
- Carlos Lozoya,
- Natacha Santos,
- Fernando Menezes,
- Ricardo Gomes,
- Rita Câmara,
- Rodrigo Rodrigues Alves,
- Ana Sofia Moreira,
- Carmo Abreu,
- Rui Silva,
- Diana Bordalo,
- Diana Bordalo,
- Carlos Alves,
- Cristina Lopes,
- Cristina Lopes,
- Luís Taborda-Barata,
- Luís Taborda-Barata,
- Ricardo M. Fernandes,
- Rosário Ferreira,
- Carla Chaves-Loureiro,
- Maria José Cálix,
- Adelaide Alves,
- João Almeida Fonseca,
- João Almeida Fonseca,
- João Almeida Fonseca,
- João Almeida Fonseca
Affiliations
- Cristina Jácome
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Cristina Jácome
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- Rute Almeida
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Rute Almeida
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- Ana Margarida Pereira
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Ana Margarida Pereira
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- Ana Margarida Pereira
- Allergy Unit, Instituto and Hospital CUF, Porto, Portugal
- Rita Amaral
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Rita Amaral
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- Rita Amaral
- Department of Cardiovascular and Respiratory Sciences, Porto Health School, Polytechnic Institute of Porto, Porto, Portugal
- Rita Amaral
- Department of Women's and Children's Health, Pediatric Research, Uppsala University, Uppsala, Sweden
- Pedro Vieira-Marques
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Sandra Mendes
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Magna Alves-Correia
- Allergy Unit, Instituto and Hospital CUF, Porto, Portugal
- José Alberto Ferreira
- Serviço de Imunoalergologia, Unidade I, Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
- Inês Lopes
- Serviço de Imunoalergologia, Unidade I, Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
- Joana Gomes
- Serviço de Imunoalergologia, Unidade I, Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
- Luís Araújo
- Allergy Unit, Instituto and Hospital CUF, Porto, Portugal
- Mariana Couto
- Allergy Unit, Instituto and Hospital CUF, Porto, Portugal
- Cláudia Chaves Loureiro
- Serviço Pneumologia, Hospitais da Universidade de Coimbra, Coimbra, Portugal
- Lilia Maia Santos
- Serviço de Pneumologia, Hospital Distrital da Figueira da Foz, Figueira da Foz, Portugal
- Ana Arrobas
- Serviço Pneumologia, Hospitais da Universidade de Coimbra, Coimbra, Portugal
- Margarida Valério
- Serviço Pneumologia, Hospitais da Universidade de Coimbra, Coimbra, Portugal
- Ana Todo Bom
- Serviço de Imunoalergologia, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- João Azevedo
- 0Imunoalergologia, Centro Hospitalar de Leiria, Leiria, Portugal
- Maria Fernanda Teixeira
- 1Serviço de Pediatria, Centro Materno Infantil do Norte, Centro Hospitalar Universitário do Porto, Porto, Portugal
- Manuel Ferreira-Magalhães
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Manuel Ferreira-Magalhães
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- Manuel Ferreira-Magalhães
- 1Serviço de Pediatria, Centro Materno Infantil do Norte, Centro Hospitalar Universitário do Porto, Porto, Portugal
- Paula Leiria Pinto
- 2Serviço de Imunoalergologia, Hospital de Dona Estefânia, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal
- Nicole Pinto
- 2Serviço de Imunoalergologia, Hospital de Dona Estefânia, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal
- Ana Castro Neves
- 2Serviço de Imunoalergologia, Hospital de Dona Estefânia, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal
- Ana Morête
- 3Serviço de Imunoalergologia, Hospital Infante D. Pedro, Centro Hospitalar Baixo Vouga, Aveiro, Portugal
- Filipa Todo Bom
- 4Serviço de Pneumologia, Hospital Beatriz Ângelo, Loures, Portugal
- Alberto Costa
- 5Serviço de Pediatria, Hospital da Senhora da Oliveira, Guimarães, Portugal
- Diana Silva
- 6Serviço de Imunoalergologia, Centro Hospitalar Universitário de São João, Porto, Portugal
- Maria João Vasconcelos
- 6Serviço de Imunoalergologia, Centro Hospitalar Universitário de São João, Porto, Portugal
- Helena Falcão
- 7Serviço de Imunoalergologia, Centro Hospitalar Universitário do Porto, Porto, Portugal
- Maria Luís Marques
- 7Serviço de Imunoalergologia, Centro Hospitalar Universitário do Porto, Porto, Portugal
- Ana Mendes
- 8Serviço de Imunoalergologia, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
- João Cardoso
- 9Serviço de Pneumologia, Hospital Santa Marta, Centro Hospitalar Universitário de Lisboa Central, Lisboa, Portugal
- José Carlos Cidrais Rodrigues
- 0Serviço de Pediatria, Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, Matosinhos, Portugal
- Georgeta Oliveira
- 0Serviço de Pediatria, Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, Matosinhos, Portugal
- Joana Carvalho
- 0Serviço de Pediatria, Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, Matosinhos, Portugal
- Carlos Lozoya
- 1Serviço de Imunoalergologia, Hospital Amato Lusitano, Unidade Local de Saúde de Castelo Branco, Castelo Branco, Portugal
- Natacha Santos
- 2Serviço de Imunoalergologia, Centro Hospitalar Universitário do Algarve, Portimão, Portugal
- Fernando Menezes
- 3Serviço de Pneumologia, Hospital Garcia de Orta, Almada, Portugal
- Ricardo Gomes
- 3Serviço de Pneumologia, Hospital Garcia de Orta, Almada, Portugal
- Rita Câmara
- 4Serviço de Imunoalergologia, Serviço de Saúde da Região Autónoma da Madeira, Funchal, Portugal
- Rodrigo Rodrigues Alves
- 5Serviço de Imunoalergologia, Hospital do Divino Espírito Santo, Ponta Delgada, Portugal
- Ana Sofia Moreira
- 5Serviço de Imunoalergologia, Hospital do Divino Espírito Santo, Ponta Delgada, Portugal
- Carmo Abreu
- 6Serviço de Imunoalergologia, Hospital São Pedro de Vila Real, Centro Hospitalar De Trás-Os-Montes E Alto Douro, Vila Real, Portugal
- Rui Silva
- 6Serviço de Imunoalergologia, Hospital São Pedro de Vila Real, Centro Hospitalar De Trás-Os-Montes E Alto Douro, Vila Real, Portugal
- Diana Bordalo
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- Diana Bordalo
- 7Serviço de Pediatria, Unidade Hospitalar de Famalicão, Centro Hospitalar do Médio Ave, Vila Nova de Famalicão, Portugal
- Carlos Alves
- 8Serviço de Pneumologia, Hospital Nossa Senhora do Rosário, Centro Hospitalar Barreiro Montijo, Barreiro, Portugal
- Cristina Lopes
- 9Unidade de Imunoalergologia, Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, Matosinhos, Portugal
- Cristina Lopes
- 0Imunologia Básica e Clínica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
- Luís Taborda-Barata
- 1Department of Allergy and Clinical Immunology, Cova da Beira University Hospital Center, Covilhã, Portugal
- Luís Taborda-Barata
- 2CICS - Health Sciences Research Center, University of Beira Interior; NuESA –Environment and Health Study Group, Faculty of Health Sciences, Covilhã, Portugal
- Ricardo M. Fernandes
- 3Departamento de Pediatria, Hospital de Santa Maria, Centro Hospitalar de Lisboa Norte, Lisboa, Portugal
- Rosário Ferreira
- 3Departamento de Pediatria, Hospital de Santa Maria, Centro Hospitalar de Lisboa Norte, Lisboa, Portugal
- Carla Chaves-Loureiro
- 4Serviço Pediatria Ambulatória, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Maria José Cálix
- 5Serviço de Pediatria, Hospital de São Teotónio, Centro Hospitalar Tondela–Viseu, Viseu, Portugal
- Adelaide Alves
- 6Serviço de Pneumologia, Unidade I, Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
- João Almeida Fonseca
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
- João Almeida Fonseca
- Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine, University of Porto, Porto, Portugal
- João Almeida Fonseca
- Allergy Unit, Instituto and Hospital CUF, Porto, Portugal
- João Almeida Fonseca
- 7MEDIDA – Medicina, Educação, Investigação, Desenvolvimento e Avaliação, Porto, Portugal
- DOI
- https://doi.org/10.3389/fmedt.2021.649506
- Journal volume & issue
-
Vol. 3
Abstract
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.
Keywords