Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence

Background: Mobile health applications (mHealth apps) are useful for diet adherence. Therefore, knowing the factors affecting the acceptance of mHealth apps and adherence to diet is the main issue in increasing the effectiveness of mHealth interventions. This study was conducted to determine the fac...

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Main Authors: Mahdie ShojaeiBaghini, Fatemeh Asadi, Mina Dehbashi
Format: Article
Language:English
Published: Shiraz University of Medical Sciences 2025-06-01
Series:International Journal of Nutrition Sciences
Subjects:
Online Access:https://ijns.sums.ac.ir/article_50868_5950917d7d56406dd0069abc967e4dc0.pdf
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author Mahdie ShojaeiBaghini
Fatemeh Asadi
Mina Dehbashi
author_facet Mahdie ShojaeiBaghini
Fatemeh Asadi
Mina Dehbashi
author_sort Mahdie ShojaeiBaghini
collection DOAJ
description Background: Mobile health applications (mHealth apps) are useful for diet adherence. Therefore, knowing the factors affecting the acceptance of mHealth apps and adherence to diet is the main issue in increasing the effectiveness of mHealth interventions. This study was conducted to determine the factors affecting the acceptance of mHealth programs for dietary compliance.Methods: This cross-sectional study investigated the applicability of Davis’s Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use of Technology (UTAUT) in the acceptance of mHealth apps for dietary adherence among 299 users of dietary mHealth apps. The data collection tool was a standard questionnaire that was distributed in a simple random sampling method.Results: It was shown that all hypotheses were significant at the 99% confidence level. According to the standard path coefficient (β), all changes in dependent variables were in the same direction as those in the independent variable and had a positive effect. According to the extracted average variance, in terms of predictability, the variable of ease of use was predicted at a medium level and trust was predicted at a weak level. However, the three variables of attitude, intention to use and actual use were strongly predicted.Conclusion: This study as one of the first studies on the effect of mobile apps adoption on dietary adherence demonstrated its specific theoretical and practical implications.
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publishDate 2025-06-01
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series International Journal of Nutrition Sciences
spelling doaj-art-a469abca781c4e2d8b33a995c13198472025-08-20T03:28:14ZengShiraz University of Medical SciencesInternational Journal of Nutrition Sciences2538-18732538-28292025-06-0110226126810.30476/ijns.2025.104464.135850868Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary AdherenceMahdie ShojaeiBaghini0Fatemeh Asadi1Mina Dehbashi2Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, IranFaculty of Management and Medical Information Sciences, Kerman University of Medical Sciences, Kerman, IranFaculty of Management and Medical Information Sciences, Kerman University of Medical Sciences, Kerman, IranBackground: Mobile health applications (mHealth apps) are useful for diet adherence. Therefore, knowing the factors affecting the acceptance of mHealth apps and adherence to diet is the main issue in increasing the effectiveness of mHealth interventions. This study was conducted to determine the factors affecting the acceptance of mHealth programs for dietary compliance.Methods: This cross-sectional study investigated the applicability of Davis’s Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use of Technology (UTAUT) in the acceptance of mHealth apps for dietary adherence among 299 users of dietary mHealth apps. The data collection tool was a standard questionnaire that was distributed in a simple random sampling method.Results: It was shown that all hypotheses were significant at the 99% confidence level. According to the standard path coefficient (β), all changes in dependent variables were in the same direction as those in the independent variable and had a positive effect. According to the extracted average variance, in terms of predictability, the variable of ease of use was predicted at a medium level and trust was predicted at a weak level. However, the three variables of attitude, intention to use and actual use were strongly predicted.Conclusion: This study as one of the first studies on the effect of mobile apps adoption on dietary adherence demonstrated its specific theoretical and practical implications.https://ijns.sums.ac.ir/article_50868_5950917d7d56406dd0069abc967e4dc0.pdfmobile healthmhealthdietadherence
spellingShingle Mahdie ShojaeiBaghini
Fatemeh Asadi
Mina Dehbashi
Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
International Journal of Nutrition Sciences
mobile health
mhealth
diet
adherence
title Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
title_full Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
title_fullStr Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
title_full_unstemmed Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
title_short Factors Affecting Acceptance of Mobile Health Applications Regarding Dietary Adherence
title_sort factors affecting acceptance of mobile health applications regarding dietary adherence
topic mobile health
mhealth
diet
adherence
url https://ijns.sums.ac.ir/article_50868_5950917d7d56406dd0069abc967e4dc0.pdf
work_keys_str_mv AT mahdieshojaeibaghini factorsaffectingacceptanceofmobilehealthapplicationsregardingdietaryadherence
AT fatemehasadi factorsaffectingacceptanceofmobilehealthapplicationsregardingdietaryadherence
AT minadehbashi factorsaffectingacceptanceofmobilehealthapplicationsregardingdietaryadherence