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User Engagement, Acceptability, and Clinical Markers in a Digital Health Program for Nonalcoholic Fatty Liver Disease : Prospective, Single-Arm Feasibility Study

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dc.contributor.author Björnsdottir, Sigridur
dc.contributor.author Ulfsdottir, Hildigunnur
dc.contributor.author Gudmundsson, Elias Freyr
dc.contributor.author Sveinsdottir, Kolbrun
dc.contributor.author Isberg, Ari Pall
dc.contributor.author Dobies, Bartosz
dc.contributor.author Akerlie Magnusdottir, Gudlaug Erla
dc.contributor.author Gunnarsdottir, Thrudur
dc.contributor.author Karlsdottir, Tekla
dc.contributor.author Bjornsdottir, Gudlaug
dc.contributor.author Sigurdsson, Sigurdur
dc.contributor.author Oddsson, Saemundur
dc.contributor.author Gudnason, Vilmundur
dc.date.accessioned 2024-04-13T01:06:04Z
dc.date.available 2024-04-13T01:06:04Z
dc.date.issued 2024-02
dc.identifier.citation Björnsdottir , S , Ulfsdottir , H , Gudmundsson , E F , Sveinsdottir , K , Isberg , A P , Dobies , B , Akerlie Magnusdottir , G E , Gunnarsdottir , T , Karlsdottir , T , Bjornsdottir , G , Sigurdsson , S , Oddsson , S & Gudnason , V 2024 , ' User Engagement, Acceptability, and Clinical Markers in a Digital Health Program for Nonalcoholic Fatty Liver Disease : Prospective, Single-Arm Feasibility Study ' , JMIR Cardio , vol. 8 , no. 1 , e52576 . https://doi.org/10.2196/52576
dc.identifier.issn 2561-1011
dc.identifier.other 218213745
dc.identifier.other 93ee1380-6c76-4ec1-88b4-65a81ffa9da8
dc.identifier.other 85186078402
dc.identifier.uri https://hdl.handle.net/20.500.11815/4813
dc.description Publisher Copyright: © 2024 JMIR Publications Inc.. All rights reserved.
dc.description.abstract Background: Nonalcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease in the world. Common comorbidities are central obesity, type 2 diabetes mellitus, dyslipidemia, and metabolic syndrome. Cardiovascular disease is the most common cause of death among people with NAFLD, and lifestyle changes can improve health outcomes. Objective: This study aims to explore the acceptability of a digital health program in terms of engagement, retention, and user satisfaction in addition to exploring changes in clinical outcomes, such as weight, cardiometabolic risk factors, and health-related quality of life. Methods: We conducted a prospective, open-label, single-arm, 12-week study including 38 individuals with either a BMI >30, metabolic syndrome, or type 2 diabetes mellitus and NAFLD screened by FibroScan. An NAFLD-specific digital health program focused on disease education, lowering carbohydrates in the diet, food logging, increasing activity level, reducing stress, and healthy lifestyle coaching was offered to participants. The coach provided weekly feedback on food logs and other in-app activities and opportunities for participants to ask questions. The coaching was active throughout the 12-week intervention period. The primary outcome was feasibility and acceptability of the 12-week program, assessed through patient engagement, retention, and satisfaction with the program. Secondary outcomes included changes in weight, liver fat, body composition, and other cardiometabolic clinical parameters at baseline and 12 weeks. Results: In total, 38 individuals were included in the study (median age 59.5, IQR 46.3-68.8 years; n=23, 61% female). Overall, 34 (89%) participants completed the program and 29 (76%) were active during the 12-week program period. The median satisfaction score was 6.3 (IQR 5.8-6.7) of 7. Mean weight loss was 3.5 (SD 3.7) kg (P<.001) or 3.2% (SD 3.4%), with a 2.2 (SD 2.7) kg reduction in fat mass (P<.001). Relative liver fat reduction was 19.4% (SD 23.9%). Systolic blood pressure was reduced by 6.0 (SD 13.5) mmHg (P=.009). The median reduction was 0.14 (IQR 0-0.47) mmol/L for triglyceride levels (P=.003), 3.2 (IQR 0.0-5.4) µU/ml for serum insulin (s-insulin) levels (P=.003), and 0.5 (IQR –0.7 to 3.8) mmol/mol for hemoglobin A1c (HbA1c) levels (P=.03). Participants who were highly engaged (ie, who used the app at least 5 days per week) had greater weight loss and liver fat reduction. Conclusions: The 12-week-long digital health program was feasible for individuals with NAFLD, receiving high user engagement, retention, and satisfaction. Improved liver-specific and cardiometabolic health was observed, and more engaged participants showed greater improvements. This digital health program could provide a new tool to improve health outcomes in people with NAFLD.
dc.format.extent 403792
dc.format.extent
dc.language.iso en
dc.relation.ispartofseries JMIR Cardio; 8(1)
dc.rights info:eu-repo/semantics/openAccess
dc.subject acceptability
dc.subject BMI
dc.subject body composition
dc.subject cardiology
dc.subject cardiometabolic
dc.subject cardiometabolic health
dc.subject cardiovascular
dc.subject chronic
dc.subject coach
dc.subject coaching
dc.subject diabetes
dc.subject diabetic
dc.subject diabetics
dc.subject diet
dc.subject dietary
dc.subject digital health
dc.subject digital health program
dc.subject digital therapeutics
dc.subject exercise
dc.subject fat
dc.subject feasibility
dc.subject hepatic
dc.subject lifestyle
dc.subject liver
dc.subject metabolic syndrome
dc.subject NAFLD
dc.subject nonalcoholic fatty liver disease
dc.subject nutrition
dc.subject nutritional
dc.subject patient education
dc.subject physical activity
dc.subject type 2
dc.subject weight
dc.subject Health Informatics
dc.subject Cardiology and Cardiovascular Medicine
dc.title User Engagement, Acceptability, and Clinical Markers in a Digital Health Program for Nonalcoholic Fatty Liver Disease : Prospective, Single-Arm Feasibility Study
dc.type /dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/article
dc.description.version Peer reviewed
dc.identifier.doi 10.2196/52576
dc.relation.url http://www.scopus.com/inward/record.url?scp=85186078402&partnerID=8YFLogxK
dc.contributor.department Faculty of Medicine


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