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Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study

BACKGROUND: Alcohol use is directly related to over 3 million deaths worldwide every year. Contingency management is a cost-effective treatment for substance use disorders; however, few studies have examined its efficacy for alcohol use disorder. Recent technological advances have enabled the combin...

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Autores principales: Miguel, Andre, Smith, Crystal, Perea, Nicole, Johnson, Kim, McDonell, Michael, McPherson, Sterling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329757/
https://www.ncbi.nlm.nih.gov/pubmed/34279238
http://dx.doi.org/10.2196/25796
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author Miguel, Andre
Smith, Crystal
Perea, Nicole
Johnson, Kim
McDonell, Michael
McPherson, Sterling
author_facet Miguel, Andre
Smith, Crystal
Perea, Nicole
Johnson, Kim
McDonell, Michael
McPherson, Sterling
author_sort Miguel, Andre
collection PubMed
description BACKGROUND: Alcohol use is directly related to over 3 million deaths worldwide every year. Contingency management is a cost-effective treatment for substance use disorders; however, few studies have examined its efficacy for alcohol use disorder. Recent technological advances have enabled the combined use of mobile apps and low-cost electronic breathalyzer devices to remotely monitor alcohol use. Leveraging this type of technology, our study group has recently developed an integrated contingency management system that would enable community treatment programs to remotely deliver contingency management to anyone who owns a smartphone. OBJECTIVE: In this paper, we present a full description of our integrated contingency management system, Automated Reinforcement Management System (ARMS), and describe a protocol that will evaluate its feasibility and usability. METHODS: Initially, 6 clinicians will participate in a 1-hour focus group where the study staff will navigate through ARMS as it would be used by clinicians and patients. Clinicians will provide feedback on the intervention in general, which will be used to modify ARMS to make it more user friendly, time saving, and relevant to treatment. A second focus group will summarize the changes made following the initial clinician feedback and will provide additional input regarding the potential utilization of ARMS. Thereafter, the clinicians’ acceptability of ARMS will be evaluated using the System Usability Scale. Following the clinicians’ assessments of ARMS and final modifications, the system will be evaluated in terms of feasibility and patient usability by using an A-B-A within-subject experimental design wherein 20 treatment-seeking individuals with alcohol use disorder will be recruited. The two A phases (control conditions) will each last 2 weeks, and the B phase (contingency management condition) will last 4 weeks. During all phases, participants will be asked to use the ARMS app to submit three breathalyzer samples per day (at 10 AM, 2 PM, and 8 PM). Participants will be prompted by the ARMS app at these predetermined times to record and submit their breathalyzer samples. During the A phases, participants will earn vouchers for every breathalyzer sample submitted, independent of their sample results. During the B phase, vouchers will be provided contingent upon the submission of alcohol-negative breathalyzer samples (breath alcohol content = 0.00). At the end of the A-B-A experiment trial, patients’ usability of the ARMS app will be evaluated using the System Usability Scale. Feasibility will be measured based on whether the ARMS app helped significantly increase alcohol abstinence. RESULTS: Recruitment for this study began in January 2021 and is expected to be completed by December 2021. CONCLUSIONS: This study will provide the baseline capability for the implementation of a remotely monitored contingency management platform. If successful, ARMS has the potential to provide effective treatment for alcohol use disorders to individuals living in remote rural areas.
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spelling pubmed-83297572021-08-20 Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study Miguel, Andre Smith, Crystal Perea, Nicole Johnson, Kim McDonell, Michael McPherson, Sterling JMIR Form Res Protocol BACKGROUND: Alcohol use is directly related to over 3 million deaths worldwide every year. Contingency management is a cost-effective treatment for substance use disorders; however, few studies have examined its efficacy for alcohol use disorder. Recent technological advances have enabled the combined use of mobile apps and low-cost electronic breathalyzer devices to remotely monitor alcohol use. Leveraging this type of technology, our study group has recently developed an integrated contingency management system that would enable community treatment programs to remotely deliver contingency management to anyone who owns a smartphone. OBJECTIVE: In this paper, we present a full description of our integrated contingency management system, Automated Reinforcement Management System (ARMS), and describe a protocol that will evaluate its feasibility and usability. METHODS: Initially, 6 clinicians will participate in a 1-hour focus group where the study staff will navigate through ARMS as it would be used by clinicians and patients. Clinicians will provide feedback on the intervention in general, which will be used to modify ARMS to make it more user friendly, time saving, and relevant to treatment. A second focus group will summarize the changes made following the initial clinician feedback and will provide additional input regarding the potential utilization of ARMS. Thereafter, the clinicians’ acceptability of ARMS will be evaluated using the System Usability Scale. Following the clinicians’ assessments of ARMS and final modifications, the system will be evaluated in terms of feasibility and patient usability by using an A-B-A within-subject experimental design wherein 20 treatment-seeking individuals with alcohol use disorder will be recruited. The two A phases (control conditions) will each last 2 weeks, and the B phase (contingency management condition) will last 4 weeks. During all phases, participants will be asked to use the ARMS app to submit three breathalyzer samples per day (at 10 AM, 2 PM, and 8 PM). Participants will be prompted by the ARMS app at these predetermined times to record and submit their breathalyzer samples. During the A phases, participants will earn vouchers for every breathalyzer sample submitted, independent of their sample results. During the B phase, vouchers will be provided contingent upon the submission of alcohol-negative breathalyzer samples (breath alcohol content = 0.00). At the end of the A-B-A experiment trial, patients’ usability of the ARMS app will be evaluated using the System Usability Scale. Feasibility will be measured based on whether the ARMS app helped significantly increase alcohol abstinence. RESULTS: Recruitment for this study began in January 2021 and is expected to be completed by December 2021. CONCLUSIONS: This study will provide the baseline capability for the implementation of a remotely monitored contingency management platform. If successful, ARMS has the potential to provide effective treatment for alcohol use disorders to individuals living in remote rural areas. JMIR Publications 2021-07-19 /pmc/articles/PMC8329757/ /pubmed/34279238 http://dx.doi.org/10.2196/25796 Text en ©Andre Miguel, Crystal Smith, Nicole Perea, Kim Johnson, Michael McDonell, Sterling McPherson. Originally published in JMIR Formative Research (https://formative.jmir.org), 19.07.2021. 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 Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on https://formative.jmir.org, as well as this copyright and license information must be included.
spellingShingle Protocol
Miguel, Andre
Smith, Crystal
Perea, Nicole
Johnson, Kim
McDonell, Michael
McPherson, Sterling
Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title_full Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title_fullStr Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title_full_unstemmed Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title_short Development of Automated Reinforcement Management System (ARMS): Protocol for a Phase I Feasibility and Usability Study
title_sort development of automated reinforcement management system (arms): protocol for a phase i feasibility and usability study
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329757/
https://www.ncbi.nlm.nih.gov/pubmed/34279238
http://dx.doi.org/10.2196/25796
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