Cargando…
Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts
BACKGROUND: One of the most complicated medical needs of older adults is managing their complex medication regimens. However, the use of technology to aid older adults in this endeavor is impeded by the fact that their technological capabilities are lower than those of much of the rest of the popula...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100542/ https://www.ncbi.nlm.nih.gov/pubmed/35482367 http://dx.doi.org/10.2196/32169 |
_version_ | 1784706870897803264 |
---|---|
author | Gudala, Meghana Ross, Mary Ellen Trail Mogalla, Sunitha Lyons, Mandi Ramaswamy, Padmavathy Roberts, Kirk |
author_facet | Gudala, Meghana Ross, Mary Ellen Trail Mogalla, Sunitha Lyons, Mandi Ramaswamy, Padmavathy Roberts, Kirk |
author_sort | Gudala, Meghana |
collection | PubMed |
description | BACKGROUND: One of the most complicated medical needs of older adults is managing their complex medication regimens. However, the use of technology to aid older adults in this endeavor is impeded by the fact that their technological capabilities are lower than those of much of the rest of the population. What is needed to help manage medications is a technology that seamlessly integrates within their comfort levels, such as artificial intelligence agents. OBJECTIVE: This study aimed to assess the benefits, barriers, and information needs that can be provided by an artificial intelligence–powered medication information voice chatbot for older adults. METHODS: A total of 8 semistructured interviews were conducted with geriatrics experts. All interviews were audio-recorded and transcribed. Each interview was coded by 2 investigators (2 among ML, PR, METR, and KR) using a semiopen coding method for qualitative analysis, and reconciliation was performed by a third investigator. All codes were organized into the benefit/nonbenefit, barrier/nonbarrier, and need categories. Iterative recoding and member checking were performed until convergence was reached for all interviews. RESULTS: The greatest benefits of a medication information voice-based chatbot would be helping to overcome the vision and dexterity hurdles experienced by most older adults, as it uses voice-based technology. It also helps to increase older adults’ medication knowledge and adherence and supports their overall health. The main barriers were technology familiarity and cost, especially in lower socioeconomic older adults, as well as security and privacy concerns. It was noted however that technology familiarity was not an insurmountable barrier for older adults aged 65 to 75 years, who mostly owned smartphones, whereas older adults aged >75 years may have never been major users of technology in the first place. The most important needs were to be usable, to help patients with reminders, and to provide information on medication side effects and use instructions. CONCLUSIONS: Our needs analysis results derived from expert interviews clarify that a voice-based chatbot could be beneficial in improving adherence and overall health if it is built to serve the many medication information needs of older adults, such as reminders and instructions. However, the chatbot must be usable and affordable for its widespread use. |
format | Online Article Text |
id | pubmed-9100542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-91005422022-05-14 Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts Gudala, Meghana Ross, Mary Ellen Trail Mogalla, Sunitha Lyons, Mandi Ramaswamy, Padmavathy Roberts, Kirk JMIR Aging Original Paper BACKGROUND: One of the most complicated medical needs of older adults is managing their complex medication regimens. However, the use of technology to aid older adults in this endeavor is impeded by the fact that their technological capabilities are lower than those of much of the rest of the population. What is needed to help manage medications is a technology that seamlessly integrates within their comfort levels, such as artificial intelligence agents. OBJECTIVE: This study aimed to assess the benefits, barriers, and information needs that can be provided by an artificial intelligence–powered medication information voice chatbot for older adults. METHODS: A total of 8 semistructured interviews were conducted with geriatrics experts. All interviews were audio-recorded and transcribed. Each interview was coded by 2 investigators (2 among ML, PR, METR, and KR) using a semiopen coding method for qualitative analysis, and reconciliation was performed by a third investigator. All codes were organized into the benefit/nonbenefit, barrier/nonbarrier, and need categories. Iterative recoding and member checking were performed until convergence was reached for all interviews. RESULTS: The greatest benefits of a medication information voice-based chatbot would be helping to overcome the vision and dexterity hurdles experienced by most older adults, as it uses voice-based technology. It also helps to increase older adults’ medication knowledge and adherence and supports their overall health. The main barriers were technology familiarity and cost, especially in lower socioeconomic older adults, as well as security and privacy concerns. It was noted however that technology familiarity was not an insurmountable barrier for older adults aged 65 to 75 years, who mostly owned smartphones, whereas older adults aged >75 years may have never been major users of technology in the first place. The most important needs were to be usable, to help patients with reminders, and to provide information on medication side effects and use instructions. CONCLUSIONS: Our needs analysis results derived from expert interviews clarify that a voice-based chatbot could be beneficial in improving adherence and overall health if it is built to serve the many medication information needs of older adults, such as reminders and instructions. However, the chatbot must be usable and affordable for its widespread use. JMIR Publications 2022-04-28 /pmc/articles/PMC9100542/ /pubmed/35482367 http://dx.doi.org/10.2196/32169 Text en ©Meghana Gudala, Mary Ellen Trail Ross, Sunitha Mogalla, Mandi Lyons, Padmavathy Ramaswamy, Kirk Roberts. Originally published in JMIR Aging (https://aging.jmir.org), 28.04.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Aging, is properly cited. The complete bibliographic information, a link to the original publication on https://aging.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Gudala, Meghana Ross, Mary Ellen Trail Mogalla, Sunitha Lyons, Mandi Ramaswamy, Padmavathy Roberts, Kirk Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title | Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title_full | Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title_fullStr | Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title_full_unstemmed | Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title_short | Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts |
title_sort | benefits of, barriers to, and needs for an artificial intelligence–powered medication information voice chatbot for older adults: interview study with geriatrics experts |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100542/ https://www.ncbi.nlm.nih.gov/pubmed/35482367 http://dx.doi.org/10.2196/32169 |
work_keys_str_mv | AT gudalameghana benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts AT rossmaryellentrail benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts AT mogallasunitha benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts AT lyonsmandi benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts AT ramaswamypadmavathy benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts AT robertskirk benefitsofbarrierstoandneedsforanartificialintelligencepoweredmedicationinformationvoicechatbotforolderadultsinterviewstudywithgeriatricsexperts |