Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program
Abstract BackgroundAnxiety disorders are common in alcohol use disorder (AUD) treatment patients. Such co-occurring conditions (“comorbidity”) have negative prognostic implications for AUD treatment outcomes, yet they commonly go unaddressed in standard AUD care. Over a decade...
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JMIR Publications
2024-12-01
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| Series: | JMIR Formative Research |
| Online Access: | https://formative.jmir.org/2024/1/e62995 |
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| author | Linda Marie Rinehart Justin Anker Amanda Unruh Nikki Degeneffe Paul Thuras Amie Norden Lilly Hartnett Matt Kushner |
| author_facet | Linda Marie Rinehart Justin Anker Amanda Unruh Nikki Degeneffe Paul Thuras Amie Norden Lilly Hartnett Matt Kushner |
| author_sort | Linda Marie Rinehart |
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Abstract
BackgroundAnxiety disorders are common in alcohol use disorder (AUD) treatment patients. Such co-occurring conditions (“comorbidity”) have negative prognostic implications for AUD treatment outcomes, yet they commonly go unaddressed in standard AUD care. Over a decade ago, we developed and validated a cognitive behavioral therapy intervention to supplement standard AUD care that, when delivered by trained therapists, improves outcomes in comorbid patients. However, this validated intervention, like many others in addiction care, has not been taken up in community-based AUD treatment programs. This phenomenon—empirically validated treatments that fail to be widely adopted in community care—has been termed the “research-to-practice gap.” Researchers have suggested that the availability of fully autonomous digital equivalents of validated therapist-delivered therapies could reduce some barriers underlying the research-to-practice gap, especially by eliminating the need for costly and intensive therapist training and supervision.
ObjectiveWith this in mind, we obtained a Program Development Grant (R34) to conduct formative work in the development of a fully autonomous digital version of our previously validated therapist-delivered intervention for AUD treatment patients with a comorbid anxiety disorder.
MethodsIn the first phase of the project, we developed the digital intervention. This process included: (1) identifying appropriate collaborators and vendors; (2) consultation with an e-learning expert to develop a storyboard and accompanying graphics and narrative; (3) video production and editing; and (4) interactive programming. The second phase of the project was functional testing of the newly developed digital intervention conducted in 52 residential AUD treatment patients with a comorbid anxiety disorder. Patients underwent the 3 one-hour segments of the newly developed intervention and completed user surveys, knowledge quizzes, and behavioral competence tests.
ResultsWhile the development of the digital intervention was successful, the timeline was approximately double that projected (1 vs 2 years) due to false starts and inefficiencies that we describe, including lessons learned. Functional testing of the newly developed digital intervention showed that, on average, patients rated the user experience in the upper (favorable) 20% of the response scales. Knowledge quizzes and behavioral demonstrations showed that over 80% of participants gained functional mastery of the key skills and information taught in the program.
ConclusionsFunctional testing results in this study justify a randomized controlled trial of the digital intervention’s efficacy, which is currently ongoing. In sharing the details of our challenges and solutions in developing the digital intervention, we hope to inform others developing digital tools. The extent to which the availability of empirically validated, fully autonomous digital interventions achieves their potential to reduce the research-to-practice gap remains an open but important empirical question. The present work stands as a necessary first step toward that end. |
| format | Article |
| id | doaj-art-1679efc19f2f43468643445ae1c7c02d |
| institution | Kabale University |
| issn | 2561-326X |
| language | English |
| publishDate | 2024-12-01 |
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| spelling | doaj-art-1679efc19f2f43468643445ae1c7c02d2025-01-07T15:00:50ZengJMIR PublicationsJMIR Formative Research2561-326X2024-12-018e62995e6299510.2196/62995Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital ProgramLinda Marie Rineharthttp://orcid.org/0000-0001-8927-7521Justin Ankerhttp://orcid.org/0000-0002-2115-5170Amanda Unruhhttp://orcid.org/0009-0002-4625-7541Nikki Degeneffehttp://orcid.org/0009-0008-2404-4987Paul Thurashttp://orcid.org/0000-0003-0888-3074Amie Nordenhttp://orcid.org/0009-0006-9254-3193Lilly Hartnetthttp://orcid.org/0009-0001-0016-1950Matt Kushnerhttp://orcid.org/0000-0002-8506-2053 Abstract BackgroundAnxiety disorders are common in alcohol use disorder (AUD) treatment patients. Such co-occurring conditions (“comorbidity”) have negative prognostic implications for AUD treatment outcomes, yet they commonly go unaddressed in standard AUD care. Over a decade ago, we developed and validated a cognitive behavioral therapy intervention to supplement standard AUD care that, when delivered by trained therapists, improves outcomes in comorbid patients. However, this validated intervention, like many others in addiction care, has not been taken up in community-based AUD treatment programs. This phenomenon—empirically validated treatments that fail to be widely adopted in community care—has been termed the “research-to-practice gap.” Researchers have suggested that the availability of fully autonomous digital equivalents of validated therapist-delivered therapies could reduce some barriers underlying the research-to-practice gap, especially by eliminating the need for costly and intensive therapist training and supervision. ObjectiveWith this in mind, we obtained a Program Development Grant (R34) to conduct formative work in the development of a fully autonomous digital version of our previously validated therapist-delivered intervention for AUD treatment patients with a comorbid anxiety disorder. MethodsIn the first phase of the project, we developed the digital intervention. This process included: (1) identifying appropriate collaborators and vendors; (2) consultation with an e-learning expert to develop a storyboard and accompanying graphics and narrative; (3) video production and editing; and (4) interactive programming. The second phase of the project was functional testing of the newly developed digital intervention conducted in 52 residential AUD treatment patients with a comorbid anxiety disorder. Patients underwent the 3 one-hour segments of the newly developed intervention and completed user surveys, knowledge quizzes, and behavioral competence tests. ResultsWhile the development of the digital intervention was successful, the timeline was approximately double that projected (1 vs 2 years) due to false starts and inefficiencies that we describe, including lessons learned. Functional testing of the newly developed digital intervention showed that, on average, patients rated the user experience in the upper (favorable) 20% of the response scales. Knowledge quizzes and behavioral demonstrations showed that over 80% of participants gained functional mastery of the key skills and information taught in the program. ConclusionsFunctional testing results in this study justify a randomized controlled trial of the digital intervention’s efficacy, which is currently ongoing. In sharing the details of our challenges and solutions in developing the digital intervention, we hope to inform others developing digital tools. The extent to which the availability of empirically validated, fully autonomous digital interventions achieves their potential to reduce the research-to-practice gap remains an open but important empirical question. The present work stands as a necessary first step toward that end.https://formative.jmir.org/2024/1/e62995 |
| spellingShingle | Linda Marie Rinehart Justin Anker Amanda Unruh Nikki Degeneffe Paul Thuras Amie Norden Lilly Hartnett Matt Kushner Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program JMIR Formative Research |
| title | Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program |
| title_full | Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program |
| title_fullStr | Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program |
| title_full_unstemmed | Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program |
| title_short | Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program |
| title_sort | supplemental intervention for alcohol use disorder treatment patients with a co occurring anxiety disorder technical development and functional testing of an autonomous digital program |
| url | https://formative.jmir.org/2024/1/e62995 |
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