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Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely
PURPOSE: The COVID-19 pandemic accelerated the need to develop remote monitoring of graft function in lung transplant (LT) recipients. While home spirometry has been used previously in LT, long-term engagement has been poor. We aimed to improve engagement and allow efficient data and symptom collect...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907563/ http://dx.doi.org/10.1016/j.healun.2021.01.446 |
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author | Odisho, A. Singer, J.P. Perez, A. Leard, L.E. Shah, R. Golden, J.A. Kleinhenz, M. Kolaitis, N. Maheshwari, J. Liu, A. Trinh, B. Kukreja, J. Greenland, J. Calabrese, D. Hays, S.R. |
author_facet | Odisho, A. Singer, J.P. Perez, A. Leard, L.E. Shah, R. Golden, J.A. Kleinhenz, M. Kolaitis, N. Maheshwari, J. Liu, A. Trinh, B. Kukreja, J. Greenland, J. Calabrese, D. Hays, S.R. |
author_sort | Odisho, A. |
collection | PubMed |
description | PURPOSE: The COVID-19 pandemic accelerated the need to develop remote monitoring of graft function in lung transplant (LT) recipients. While home spirometry has been used previously in LT, long-term engagement has been poor. We aimed to improve engagement and allow efficient data and symptom collection using Bluetooth enabled home spirometers coupled with a digital chatbot. METHODS: We implemented an automated, chat-based mobile health intervention via text message or email paired with Bluetooth-enabled hand-held spirometers. The chatbot engaged LT recipients weekly in a personalized, automated chat with symptom assessment, education modules, and spirometer data collection. Clinical team members received automatic notification of concerning symptoms or FEV1 declines of >10%. The correlation between home spirometry FEV1 values and lab-based values were assessed with Pearson's coefficient. RESULTS: We mailed home spirometers to 424 patients. Between 5/4/2020 and 10/21/2020, 311 patients enrolled in the automated chat and, of these, 273 patients submitted ≥1 FEV1 measure, (median 13; IQR 6-23) over 24 weeks. The largest drop in FEV1 engagement came after the first week in each patient's chat experience; 65% of those that submitted an FEV1 at baseline entered a value at week one and 72% at week two. However, after this initial decline, engagement remained stable through 24 weeks (57-72%, Figure 1.A). Home spirometry FEV1 correlated closely with in-lab spirometry (rho = 0.94) (Figure 1.B) CONCLUSION: LT recipients engaged at high rates with a chatbot mobile health intervention and home spirometers to report their FEV1, allowing reliable home-based monitoring of LT recipients. Further investigation will be needed to improve engagement further. Given the projected need for social distancing, and increasing role of telemedicine for long-term management, a chatbot-linked home spirometer may be a powerful tool to detect early graft dysfunction. |
format | Online Article Text |
id | pubmed-9907563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Published by Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99075632023-02-09 Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely Odisho, A. Singer, J.P. Perez, A. Leard, L.E. Shah, R. Golden, J.A. Kleinhenz, M. Kolaitis, N. Maheshwari, J. Liu, A. Trinh, B. Kukreja, J. Greenland, J. Calabrese, D. Hays, S.R. J Heart Lung Transplant (333) PURPOSE: The COVID-19 pandemic accelerated the need to develop remote monitoring of graft function in lung transplant (LT) recipients. While home spirometry has been used previously in LT, long-term engagement has been poor. We aimed to improve engagement and allow efficient data and symptom collection using Bluetooth enabled home spirometers coupled with a digital chatbot. METHODS: We implemented an automated, chat-based mobile health intervention via text message or email paired with Bluetooth-enabled hand-held spirometers. The chatbot engaged LT recipients weekly in a personalized, automated chat with symptom assessment, education modules, and spirometer data collection. Clinical team members received automatic notification of concerning symptoms or FEV1 declines of >10%. The correlation between home spirometry FEV1 values and lab-based values were assessed with Pearson's coefficient. RESULTS: We mailed home spirometers to 424 patients. Between 5/4/2020 and 10/21/2020, 311 patients enrolled in the automated chat and, of these, 273 patients submitted ≥1 FEV1 measure, (median 13; IQR 6-23) over 24 weeks. The largest drop in FEV1 engagement came after the first week in each patient's chat experience; 65% of those that submitted an FEV1 at baseline entered a value at week one and 72% at week two. However, after this initial decline, engagement remained stable through 24 weeks (57-72%, Figure 1.A). Home spirometry FEV1 correlated closely with in-lab spirometry (rho = 0.94) (Figure 1.B) CONCLUSION: LT recipients engaged at high rates with a chatbot mobile health intervention and home spirometers to report their FEV1, allowing reliable home-based monitoring of LT recipients. Further investigation will be needed to improve engagement further. Given the projected need for social distancing, and increasing role of telemedicine for long-term management, a chatbot-linked home spirometer may be a powerful tool to detect early graft dysfunction. Published by Elsevier Inc. 2021-04 2021-03-20 /pmc/articles/PMC9907563/ http://dx.doi.org/10.1016/j.healun.2021.01.446 Text en Copyright © 2021 Published by Elsevier Inc. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | (333) Odisho, A. Singer, J.P. Perez, A. Leard, L.E. Shah, R. Golden, J.A. Kleinhenz, M. Kolaitis, N. Maheshwari, J. Liu, A. Trinh, B. Kukreja, J. Greenland, J. Calabrese, D. Hays, S.R. Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title | Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title_full | Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title_fullStr | Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title_full_unstemmed | Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title_short | Implementation of a Chatbot Mobile Health Intervention with Home Spirometry to Monitor Lung Transplant Recipients Remotely |
title_sort | implementation of a chatbot mobile health intervention with home spirometry to monitor lung transplant recipients remotely |
topic | (333) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907563/ http://dx.doi.org/10.1016/j.healun.2021.01.446 |
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