Medication Adherence Reminder System for Virtual Home Assistants: Mixed Methods Evaluation Study
- PMID: 34255669
- PMCID: PMC8317037
- DOI: 10.2196/27327
Medication Adherence Reminder System for Virtual Home Assistants: Mixed Methods Evaluation Study
Erratum in
-
Correction: Medication Adherence Reminder System for Virtual Home Assistants: Mixed Methods Evaluation Study.JMIR Form Res. 2022 Jan 27;6(1):e36381. doi: 10.2196/36381. JMIR Form Res. 2022. PMID: 35085100 Free PMC article.
Abstract
Background: Medication nonadherence is a global public health challenge that results in suboptimal health outcomes and increases health care costs. Forgetting to take medicines is one of the most common reasons for unintentional medication nonadherence. Research findings indicate that voice-activated virtual home assistants, such as Amazon Echo and Google Home devices, may be useful in promoting medication adherence.
Objective: This study aims to create a medication adherence app (skill), MedBuddy, for Amazon Echo devices and measure the use, usability, and usefulness of this medication-taking reminder skill.
Methods: A single-group, mixed methods, cohort feasibility study was conducted with women who took oral contraceptives (N=25). Participants were undergraduate students (age: mean 21.8 years, SD 6.2) at an urban university in the Southeast United States. Participants were given an Amazon Echo Dot with MedBuddy-a new medication reminder skill for Echo devices created by our team-attached to their study account, which they used for 60 days. Participants self-reported their baseline and poststudy medication adherence. MedBuddy use was objectively evaluated by tracking participants' interactions with MedBuddy through Amazon Alexa. The usability and usefulness of MedBuddy were evaluated through a poststudy interview in which participants responded to both quantitative and qualitative questions.
Results: Participants' interactions with MedBuddy, as tracked through Amazon Alexa, only occurred on half of the study days (mean 50.97, SD 29.5). At study end, participants reported missing their medication less in the past 1 and 6 months compared with baseline (χ21=0.9 and χ21=0.4, respectively; McNemar test: P<.001 for both). However, there was no significant difference in participants' reported adherence to consistently taking medication within the same 2-hour time frame every day in the past 1 or 6 months at the end of the study compared with baseline (χ21=3.5 and χ21=0.4, respectively; McNemar test: P=.63 and P=.07, respectively). Overall feedback about usability was positive, and participants provided constructive feedback about the skill's features that could be improved. Participants' evaluation of MedBuddy's usefulness was overwhelmingly positive-most (15/23, 65%) said that they would continue using MedBuddy as a medication reminder if provided with the opportunity and that they would recommend it to others. MedBuddy features that participants enjoyed were an external prompt separate from their phone, the ability to hear the reminder prompt from a separate room, multiple reminders, and verbal responses to prompts.
Conclusions: The findings of this feasibility study indicate that the MedBuddy medication reminder skill may be useful in promoting medication adherence. However, the skill could benefit from further usability enhancements.
Keywords: Echo device; device usability; digital health; health care costs; medication; medication adherence; mobile phone; public health; virtual assistant; virtual home assistants.
©Cynthia F Corbett, Elizabeth M Combs, Peyton S Chandarana, Isabel Stringfellow, Karen Worthy, Thien Nguyen, Pamela J Wright, Jason M O'Kane. Originally published in JMIR Formative Research (https://formative.jmir.org), 13.07.2021.
Conflict of interest statement
Conflicts of Interest: None declared.
Figures
Similar articles
-
Convenient Access to Expert-Reviewed Health Information via an Alexa Voice Assistant Skill for Patients With Multiple Myeloma: Development Study.JMIR Cancer. 2022 Jun 9;8(2):e35500. doi: 10.2196/35500. JMIR Cancer. 2022. PMID: 35679096 Free PMC article.
-
Voice Assistant Reminders and the Latency of Scheduled Medication Use in Older Adults With Pain: Descriptive Feasibility Study.JMIR Form Res. 2021 Sep 28;5(9):e26361. doi: 10.2196/26361. JMIR Form Res. 2021. PMID: 34581677 Free PMC article.
-
A Medication Management App (Smart-Meds) for Patients After an Acute Coronary Syndrome: Pilot Pre-Post Mixed Methods Study.JMIR Cardio. 2025 Jan 23;9:e50693. doi: 10.2196/50693. JMIR Cardio. 2025. PMID: 39864094 Free PMC article.
-
Patients' Experiences of Using Smartphone Apps to Support Self-Management and Improve Medication Adherence in Hypertension: Qualitative Study.JMIR Mhealth Uhealth. 2020 Oct 28;8(10):e17470. doi: 10.2196/17470. JMIR Mhealth Uhealth. 2020. PMID: 33112251 Free PMC article.
-
Feasibility of Incorporating Voice Technology and Virtual Assistants in Cardiovascular Care and Clinical Trials.Curr Cardiovasc Risk Rep. 2021;15(8):13. doi: 10.1007/s12170-021-00673-9. Epub 2021 Jun 20. Curr Cardiovasc Risk Rep. 2021. PMID: 34178205 Free PMC article. Review.
Cited by
-
Redefining Virtual Assistants in Health Care: The Future With Large Language Models.J Med Internet Res. 2024 Jan 19;26:e53225. doi: 10.2196/53225. J Med Internet Res. 2024. PMID: 38241074 Free PMC article.
-
"Hey Siri, Help Me Take Care of My Child": A Feasibility Study With Caregivers of Children With Special Healthcare Needs Using Voice Interaction and Automatic Speech Recognition in Remote Care Management.Front Public Health. 2022 Mar 3;10:849322. doi: 10.3389/fpubh.2022.849322. eCollection 2022. Front Public Health. 2022. PMID: 35309210 Free PMC article.
-
Convenient Access to Expert-Reviewed Health Information via an Alexa Voice Assistant Skill for Patients With Multiple Myeloma: Development Study.JMIR Cancer. 2022 Jun 9;8(2):e35500. doi: 10.2196/35500. JMIR Cancer. 2022. PMID: 35679096 Free PMC article.
-
From Command to Care: A Scoping Review on Utilization of Smart Speakers by Patients and Providers.Mayo Clin Proc Digit Health. 2024 Apr 11;2(2):207-220. doi: 10.1016/j.mcpdig.2024.03.002. eCollection 2024 Jun. Mayo Clin Proc Digit Health. 2024. PMID: 40207172 Free PMC article. Review.
-
Public opinion on types of voice systems for older adults.J Rehabil Assist Technol Eng. 2024 Oct 16;11:20556683241287414. doi: 10.1177/20556683241287414. eCollection 2024 Jan-Dec. J Rehabil Assist Technol Eng. 2024. PMID: 39421012 Free PMC article.
References
-
- World Health Organization . Adherence to Long-term Therapies: Evidence for Action. Geneva: World Health Organization; 2003. pp. 1–211.
-
- Brown MT, Bussell JK. Medication adherence: WHO cares? Mayo Clin Proc. 2011 Apr;86(4):304–14. doi: 10.4065/mcp.2010.0575. http://europepmc.org/abstract/MED/21389250 S0025-6196(11)60007-4 - DOI - PMC - PubMed
-
- Gillespie CW, Morin PE, Tucker JM, Purvis L. Medication adherence, health care utilization, and spending among privately insured adults with chronic conditions in the United States, 2010-2016. Am J Med. 2020 Jun;133(6):690–704. doi: 10.1016/j.amjmed.2019.12.021. https://linkinghub.elsevier.com/retrieve/pii/S0002-9343(20)30031-0 S0002-9343(20)30031-0 - DOI - PubMed
-
- Marcum ZA, Gellad WF. Medication adherence to multidrug regimens. Clin Geriatr Med. 2012 May;28(2):287–300. doi: 10.1016/j.cger.2012.01.008. http://europepmc.org/abstract/MED/22500544 S0749-0690(12)00009-2 - DOI - PMC - PubMed
LinkOut - more resources
Full Text Sources
Miscellaneous