Literature DB >> 29150069

Effect of a mobile health, sensor-driven asthma management platform on asthma control.

Meredith A Barrett1, Olivier Humblet2, Justine E Marcus3, Kelly Henderson2, Ted Smith4, Nemr Eid5, J Wesley Sublett6, Andrew Renda7, LaQuandra Nesbitt8, David Van Sickle9, David Stempel2, James L Sublett6.   

Abstract

BACKGROUND: Asthma inflicts a significant health and economic burden in the United States. Self-management approaches to monitoring and treatment can be burdensome for patients.
OBJECTIVE: To assess the effect of a digital health management program on asthma outcomes.
METHODS: Residents of Louisville, Kentucky, with asthma were enrolled in a single-arm pilot study. Participants received electronic inhaler sensors that tracked the time, frequency, and location of short-acting β-agonist (SABA) use. After a 30-day baseline period during which reference medication use was recorded by the sensors, participants received access to a digital health intervention designed to enhance self-management. Changes in outcomes, including mean daily SABA use, symptom-free days, and asthma control status, were compared among the initial 30-day baseline period and all subsequent months of the intervention using mixed-model logistic regressions and χ2 tests.
RESULTS: The mean number of SABA events per participant per day was 0.44 during the control period and 0.27 after the first month of the intervention, a 39% reduction. The percentage of symptom-free days was 77% during the baseline period and 86% after the first month, a 12% improvement. Improvement was observed throughout the study; each intervention month demonstrated significantly lower SABA use and higher symptom-free days than the baseline month (P < .001). Sixty-nine percent had well-controlled asthma during the baseline period, 67% during the first month of the intervention. Each intervention month demonstrated significantly higher percentages than the baseline month (P < .001), except for month 1 (P = .80).
CONCLUSION: A digital health asthma management intervention demonstrated significant reductions in SABA use, increased number of symptom-free days, and improvements in asthma control. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02162576.
Copyright © 2017 American College of Allergy, Asthma & Immunology. Published by Elsevier Inc. All rights reserved.

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Year:  2017        PMID: 29150069     DOI: 10.1016/j.anai.2017.08.002

Source DB:  PubMed          Journal:  Ann Allergy Asthma Immunol        ISSN: 1081-1206            Impact factor:   6.347


  14 in total

Review 1.  Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare.

Authors:  Davide Cirillo; Silvina Catuara-Solarz; Czuee Morey; Emre Guney; Laia Subirats; Simona Mellino; Annalisa Gigante; Alfonso Valencia; María José Rementeria; Antonella Santuccione Chadha; Nikolaos Mavridis
Journal:  NPJ Digit Med       Date:  2020-06-01

2.  Mobile Health and Inhaler-Based Monitoring Devices for Asthma Management.

Authors:  Blanca E Himes; Lena Leszinsky; Ryan Walsh; Hannah Hepner; Ann Chen Wu
Journal:  J Allergy Clin Immunol Pract       Date:  2019 Nov - Dec

Review 3.  The Best Digital Biomarkers Papers of 2017.

Authors:  Christopher W Snyder; E Ray Dorsey; Ashish Atreja
Journal:  Digit Biomark       Date:  2018-05-30

4.  Short-term impact of PM2.5 on contemporaneous asthma medication use: Behavior and the value of pollution reductions.

Authors:  Austin M Williams; Daniel J Phaneuf; Meredith A Barrett; Jason G Su
Journal:  Proc Natl Acad Sci U S A       Date:  2018-11-26       Impact factor: 11.205

5.  Pilot Study of a Patient Experience with an ELLIPTA Inhaler Electronic Medication Monitor and Associated Integrated System: A Prospective Observational Study Using the COPD Patient-Powered Research Network.

Authors:  Barbara P Yawn; Gretchen M McCreary; John A Linnell; Cara B Pasquale; Elisha Malanga; Radmila Choate; David A Stempel; Rahul Gondalia; Leanne Kaye; Kathryn A Collison; Benjamin S Wu; Daniel Gratie; Richard H Stanford; Ryan Tomlinson
Journal:  Chronic Obstr Pulm Dis       Date:  2021-10-28

Review 6.  Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare.

Authors:  Davide Cirillo; Silvina Catuara-Solarz; Czuee Morey; Emre Guney; Laia Subirats; Simona Mellino; Annalisa Gigante; Alfonso Valencia; María José Rementeria; Antonella Santuccione Chadha; Nikolaos Mavridis
Journal:  NPJ Digit Med       Date:  2020-06-01

7.  Impact of a digital health intervention on asthma resource utilization.

Authors:  Rajan Merchant; Stanley J Szefler; Bruce G Bender; Michael Tuffli; Meredith A Barrett; Rahul Gondalia; Leanne Kaye; David Van Sickle; David A Stempel
Journal:  World Allergy Organ J       Date:  2018-12-03       Impact factor: 4.084

8.  Passive Monitoring of Short-Acting Beta-Agonist Use via Digital Platform in Patients With Chronic Obstructive Pulmonary Disease: Quality Improvement Retrospective Analysis.

Authors:  Jessica Chen; Leanne Kaye; Michael Tuffli; Meredith A Barrett; Shelanda Jones-Ford; Tina Shenouda; Rahul Gondalia; Kelly Henderson; Veronica Combs; David Van Sickle; David A Stempel
Journal:  JMIR Form Res       Date:  2019-10-23

9.  Design, methods, and baseline characteristics of a pilot, randomized, controlled trial of the effects of an electronic monitoring device on medication adherence in children with asthma.

Authors:  JessicaP Hollenbach; Tregony Simoneau; Ye Sun; Iris Becene; Sigrid Almeida; Christine Langton; Glenn Flores
Journal:  Contemp Clin Trials Commun       Date:  2021-02-06

10.  Mobile-Health Technologies for a Child Neuropsychiatry Service: Development and Usability of the Assioma Digital Platform.

Authors:  Elisa Fucà; Floriana Costanzo; Dimitri Bonutto; Annarita Moretti; Andrea Fini; Alberto Ferraiuolo; Stefano Vicari; Alberto Eugenio Tozzi
Journal:  Int J Environ Res Public Health       Date:  2021-03-09       Impact factor: 3.390

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