<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">avk</journal-id><journal-title-group><journal-title xml:lang="ru">Архивъ внутренней медицины</journal-title><trans-title-group xml:lang="en"><trans-title>The Russian Archives of Internal Medicine</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2226-6704</issn><issn pub-type="epub">2411-6564</issn><publisher><publisher-name>“SINAPS” LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.20514/2226-6704-2024-14-4-260-275</article-id><article-id custom-type="edn" pub-id-type="custom">SDOSLC</article-id><article-id custom-type="elpub" pub-id-type="custom">avk-1822</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ОРИГИНАЛЬНЫЕ СТАТЬИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ORIGINAL ARTICLE</subject></subj-group></article-categories><title-group><article-title>Принятие мобильного здравоохранения пациентами с сердечно-сосудистыми заболеваниями: структурная модель использования медицинских приложений</article-title><trans-title-group xml:lang="en"><trans-title>Acceptance of Mhealth by Patients with Cardiovascular Diseases: the Structural Model of Health Applications Use</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7269-5468</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Загулова</surname><given-names>Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Zagulova</surname><given-names>D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Загулова Диана — д.м.н., заведующий лабораторией экспериментальной физиологии, профессор кафедры нормальной физиологии</p><p>Томск</p></bio><bio xml:lang="en"><p>Diana Zagulova — Doctor of Medical Sciences, Head of the Laboratory of Experimental Physiology, Professor of the Department of Normal Physiology</p><p>Tomsk</p></bio><email xlink:type="simple">zagulova.d@ssmu.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7156-2471</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Колобовникова</surname><given-names>Ю. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kolobovnikova</surname><given-names>J. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Колобовникова Юлия Владимировна — д.м.н., доцент, заведующий кафедрой нормальной физиологии, декан медико-биологического факультета</p><p>Томск</p></bio><bio xml:lang="en"><p>Yulia V. Kolobovnikova — Doctor of Medical Sciences, Associate Professor, Head of the Department of Normal Physiology, Dean of the Faculty of Medical Biology</p><p>Tomsk</p></bio><email xlink:type="simple">kolobovnikova.julia@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8128-7829</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Позднякова</surname><given-names>Н. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Pozdnyakova</surname><given-names>N. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Позднякова Надежда Валерьевна — д.м.н., профессор кафедры нормальной физиологии</p><p>Томск</p></bio><bio xml:lang="en"><p>Nadezhda V. Pozdnyakova — Doctor of Medical Sciences, Professor of the Department of Normal Physiology</p><p>Tomsk</p></bio><email xlink:type="simple">alfa459@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5318-0995</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Маншарипова</surname><given-names>А. Т.</given-names></name><name name-style="western" xml:lang="en"><surname>Mansharipova</surname><given-names>A. T.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Маншарипова Алмагуль — д.м.н., директор департамента научной работы</p><p>Алматы</p></bio><bio xml:lang="en"><p>Almagul Mansharipova — Doctor of Medical Sciences, Director</p><p>Almaty</p></bio><email xlink:type="simple">dralma@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Федеральное государственное бюджетное образовательное учреждение высшего образования «Сибирский государственный медицинский университет» Министерства здравоохранения Российской Федерации, кафедра нормальной физиологии</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Siberian State Medical University, Department of Normal Physiology</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Казахстанско-Российский медицинский университет, департамент научной работы</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Kazakh-Russian Medical University, Department of Scientific Work</institution><country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>31</day><month>07</month><year>2024</year></pub-date><volume>14</volume><issue>4</issue><fpage>260</fpage><lpage>275</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Загулова Д., Колобовникова Ю.В., Позднякова Н.В., Маншарипова А.Т., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Загулова Д., Колобовникова Ю.В., Позднякова Н.В., Маншарипова А.Т.</copyright-holder><copyright-holder xml:lang="en">Zagulova D., Kolobovnikova J.V., Pozdnyakova N.V., Mansharipova A.T.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.medarhive.ru/jour/article/view/1822">https://www.medarhive.ru/jour/article/view/1822</self-uri><abstract><p>Многими исследователями отмечается проблема приверженности лечения лекарственными препаратами пациентов с сердечно-сосудистых заболеваний (ССЗ). Технологии мобильного здравоохранения (mHealth) могут оказывать существенное положительно е влияние на изменение поведения пациентов, профилактику и предупреждение обострений сердечно-сосудистых заболеваний (ССЗ). Для внедрения в практику такого подхода прежде всего следует выяснить возможности использования mHealth для пациентов с ССЗ.Цель. Изучить принятие медицинских приложений пациентами с ССЗ, а также оценить отношение пациентов к личной ответственности за сохранение своего здоровья в контексте использования mHealth.Материалы и методы. Моделирование структурных уравнений методом частичных наименьших квадратов в программе «Smart-PLS» (производитель SmartPLS GmbH, Германия) использовали для реализации модели UTAUT (англ. the unified theory of acceptance and use of technology: Единая Теория Принятия и Использования Технологий), включающую 10 конструктов: «Использование приложений», «Намерение использовать приложения», «Ожидаемая производительность», «Социальное значение», «Поддерживающие условия», «Отношение к использованию приложений», «Тревога», «Роль пациента», «Роль профилактики» и «Значение информации». В исследование включили 437 пациентов с ССЗ, которые имели опыт использования медицинских приложений: 253 женщины и 184 мужчин, средний возраст 47,95±5,22 лет.Результаты. Конструкты «Ожидаемая производительность», «Социальное значение», «Поддерживающие условия» и «Значение информации» оказывали прямое положительное влияние на конструкт «Намерение использовать приложения», объясняя 59,3 % дисперсии этого конструкта. Положительное влияние конструкта «Намерение использовать приложения» и «Отношение к использованию приложений» объясняло 61,2 % дисперсии конструкта «Использование приложений». Конструкт «Тревога» косвенно, через «Отношение к использованию приложений», оказывала негативное влияние на конструкт «Использование приложений». 41,4 % дисперсии конструкта «Значение информации», то есть понимание необходимости медицинской грамотности, зависело от конструкта «Социальное значение» и понимания роли личной ответственности за здоровье и профилактику ССЗ.Заключение. Пациенты с ССЗ понимают значимость личного участия в сохранении своего здоровья и готовы использовать mHealth для профилактики заболевания и снижения модифицируемых факторов риска ССЗ. Барьером внедрения mHealth может быть страх пациентов перед самостоятельным использованием приложений. Принятие mHealth пациентами с ССЗ для повышения эффективности лечения будет возможно при наличии соответствующих технических условий, социальной поддержки, а также понятного и профессионального образа mHealth.</p></abstract><trans-abstract xml:lang="en"><p>Many researchers have noted the problem of adherence to drug treatment in patients with cardiovascular diseases (CVD). Mobile health (mHealth) technologies can have a significant positive impact on changing patient behavior, preventing and preventing exacerbations (recurrences) of cardiovascular diseases (CVD). To put this approach into practice, first of all, it is necessary to find out the possibilities of using mHealth for patients with CVD.Aim. To study the acceptance of medical applications by patients with CVD, and also to assess patients’ attitudes towards personal responsibility for maintaining their health in the context of using mHealth.Materials and Methods. Partial least squares structural equation modeling in the Smart-PLS environment was used to implement the UTAUT model (the unified theory of acceptance and use of technology), which included 10 constructs: Use of Applications, Intention to Use, Performance Expectancy, Social Influence, Facilitating Conditions, Attitude towards the use of Applications, Anxiety, Patient’s Role, Role of Prevention and Value of Information. The study included 437 patients with CVD who had experience using medical applications: female (253) and males (184), average age 47.95±5.22 years.Results. Constructs Performance Expectancy, Social Influence, Facilitating Conditions, and Value of Information had a direct positive effect on construct Intention to use of health Applications and explained 59,3 % of the variance this construct. The positive influence of the construct Intention to use of Applications and Attitude towards the use of Applications explained 61,2 % of the variance in the construct Use of Applications. The construct Anxiety indirectly, through Attitude towards the use of Applications, had a negative impact on the construct Use of Applications. 41,4 % of the variance of construct the Value of Information, that is, an understanding of the need for medical literacy, was determined by the Social Influence construct, as well as an understanding of the role of personal responsibility for health and CVD prevention.Conclusion. Patients with CVD understand the importance of personal participation in maintaining their health and are ready to use mHealth to prevent the disease and develop behavior aimed at reducing modifiable risk factors for CVD. One of the barriers to mHealth adoption may be patients’ fear of using medical applications on their own. Acceptance of mHealth technologies by patients with CVD to improve the effectiveness of treatment will be possible if there are appropriate technical conditions and social support that creates a trusting, professional, understandable and attractive image of mHealth.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>сердечно-сосудистые заболевания</kwd><kwd>мобильное здравоохранение</kwd><kwd>UTAUT</kwd><kwd>PLS-SEM</kwd><kwd>профилактика</kwd><kwd>роль пациента</kwd><kwd>медицинская грамотность</kwd></kwd-group><kwd-group xml:lang="en"><kwd>cardiovascular diseases</kwd><kwd>mHealth</kwd><kwd>UTAUT</kwd><kwd>PLS-SEM</kwd><kwd>prevention</kwd><kwd>patient role</kwd><kwd>health literacy</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Бойцов С.А, Драпкина О.М. Современное содержание и совершенствование стратегии высокого сердечно-сосудистого риска в снижении смертности от сердечно-сосудистых заболеваний. Терапевтический архив. 2021; 93(1): 4-6. DOI: 10.26442/00403660.2021.01.200543</mixed-citation><mixed-citation xml:lang="en">Boytsov S.A., Drapkina O.M. Modern content and improvement of high cardiovascular risk strategy in reducing mortality from cardiovascular diseases. Terapevticheskii Arkhiv. 2021; 93(1): 4–6. DOI: 10.26442/00403660.2021.01.200543 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Estruch R., Ros E., Salas-Salvadó J. et al. Primary prevention of cardiovascular disease with a Mediterranean diet. New England Journal of Medicine. 2013; 368(14): 1279-90. DOI: 10.1056/NEJMoa1200303</mixed-citation><mixed-citation xml:lang="en">Estruch R., Ros E., Salas-Salvadó J. et al. Primary prevention of cardiovascular disease with a Mediterranean diet. New England Journal of Medicine. 2013; 368(14): 1279-90. DOI: 10.1056/NEJMoa1200303</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Kontis V., Mathers C.D., Bonita R., et al. Regional contributions of six preventable risk factors to achieving the 25× 25 noncommunicable disease mortality reduction target: a modelling study. The Lancet Global Health. 2015; 3(12): e746-57. DOI: https://doi.org/10.1016/S2214-109X(15)00179-5</mixed-citation><mixed-citation xml:lang="en">Kontis V., Mathers C.D., Bonita R., et al. Regional contributions of six preventable risk factors to achieving the 25× 25 noncommunicable disease mortality reduction target: a modelling study. The Lancet Global Health. 2015; 3(12): e746-57. DOI: https://doi.org/10.1016/S2214-109X(15)00179-5</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Kotseva K., Wood D., De Bacquer D., et al. EUROASPIRE IV: A European Society of Cardiology survey on the lifestyle, risk factor and therapeutic management of coronary patients from 24 European countries. European journal of preventive cardiology. 2016; 23(6): 636-48. DOI: 10.1177/2047487315569401</mixed-citation><mixed-citation xml:lang="en">Kotseva K., Wood D., De Bacquer D., et al. EUROASPIRE IV: A European Society of Cardiology survey on the lifestyle, risk factor and therapeutic management of coronary patients from 24 European countries. European journal of preventive cardiology. 2016; 23(6): 636-48. DOI: 10.1177/2047487315569401</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Стародубцева И.А., Шарапова Ю.А. Дистанционный мониторинг артериального давления как инструмент повышения качества диспансерного наблюдения пациентов с артериальной гипертензией. Архивъ внутренней медицины. 2021; 11(4): 255-63. DOI: 10.20514/2226-6704-2021-11-4-255-263</mixed-citation><mixed-citation xml:lang="en">Starodubtseva I.A., Sharapova Yu.A. The Distance Monitoring of Blood Pressure as a Tool for Improving of the Quality of Follow-Up Observation of Patients with Arterial Hypertension. The Russian Archives of Internal Medicine. 2021; 11(4): 255-63. DOI: 10.20514/2226-6704-2021-11-4-255-263 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Martínez-Pérez B., De La Torre-Díez I., López-Coronado M. Mobile health applications for the most prevalent conditions by the World Health Organization: review and analysis. Journal of medical Internet research. 2013; 15(6): e120. DOI: 10.2196/jmir.2600</mixed-citation><mixed-citation xml:lang="en">Martínez-Pérez B., De La Torre-Díez I., López-Coronado M. Mobile health applications for the most prevalent conditions by the World Health Organization: review and analysis. Journal of medical Internet research. 2013; 15(6): e120. DOI: 10.2196/jmir.2600</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Kim E.J., Kim J.Y. The metaverse for healthcare: trends, applications, and future directions of digital therapeutics for urology. International Neurourology Journal. 2023; 27(1): S3. DOI: 10.5213/inj.2346108.054</mixed-citation><mixed-citation xml:lang="en">Kim E.J., Kim J.Y. The metaverse for healthcare: trends, applications, and future directions of digital therapeutics for urology. International Neurourology Journal. 2023; 27(1): S3. DOI: 10.5213/inj.2346108.054</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Aw M., Ochieng B.O., Attambo D., et al. Critical appraisal of a mHealth-assisted community-based cardiovascular disease risk screening program in rural Kenya: an operational research study. Pathogens and Global Health. 2020; 114(7): 379-87. DOI: 10.1080/20477724.2020.1816286</mixed-citation><mixed-citation xml:lang="en">Aw M., Ochieng B.O., Attambo D., et al. Critical appraisal of a mHealth-assisted community-based cardiovascular disease risk screening program in rural Kenya: an operational research study. Pathogens and Global Health. 2020; 114(7): 379-87. DOI: 10.1080/20477724.2020.1816286</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Мишкин И.А., Гусев А.В., Концевая А.В., и др. Эффективность использования mHealth в качестве инструмента профилактики сердечно-сосудистых заболеваний. Систематический обзор. Врач и информационные технологии. 2022; 4: 12-27. DOI: 10.25881/18110193_2022_4_12.</mixed-citation><mixed-citation xml:lang="en">Mishkin I.A., Gusev A.V., Kontsevaya A.V. et al. mHealth apps as a tool for the prevention of cardiovascular diseases. Systematic review. Medical doctor and information technologies. 2022; 4: 12-27. DOI: 10.25881/18110193_2022_4_12. [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Donovan G., Hall N., Ling J., et al. Influencing medication taking behaviors using automated two-way digital communication: A narrative synthesis systematic review informed by the Behavior Change Wheel. British Journal of Health Psychology. 2022; 27(3): 861-90. DOI: 10.1111/bjhp.12580</mixed-citation><mixed-citation xml:lang="en">Donovan G., Hall N., Ling J., et al. Influencing medication taking behaviors using automated two-way digital communication: A narrative synthesis systematic review informed by the Behavior Change Wheel. British Journal of Health Psychology. 2022; 27(3): 861-90. DOI: 10.1111/bjhp.12580</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Stefanicka-Wojtas D, Kurpas D. eHealth and mHealth in chronic diseases—identification of barriers, existing solutions, and promoters based on a survey of EU stakeholders involved in Regions4PerMed (H2020). Journal of Personalized Medicine. 2022; 12(3): 467. DOI: https://doi.org/10.3390/jpm12030467</mixed-citation><mixed-citation xml:lang="en">Stefanicka-Wojtas D, Kurpas D. eHealth and mHealth in chronic diseases—identification of barriers, existing solutions, and promoters based on a survey of EU stakeholders involved in Regions4PerMed (H2020). Journal of Personalized Medicine. 2022; 12(3): 467. DOI: https://doi.org/10.3390/jpm12030467</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Popova Y, Zagulova D. UTAUT model for smart city concept implementation: use of web applications by residents for everyday operations. Informatics. 2022; 9(1): 27-46. DOI: https://doi.org/10.3390/informatics9010027.</mixed-citation><mixed-citation xml:lang="en">Popova Y, Zagulova D. UTAUT model for smart city concept implementation: use of web applications by residents for everyday operations. Informatics. 2022; 9(1): 27-46. DOI: https://doi.org/10.3390/informatics9010027.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Беленков Ю.Н., Кожевникова М.В. Технологии мобильного здравоохранения в кардиологии. Кардиология. 2022; 62(1): 4-12. DOI: https://doi.org/10.18087/cardio.2022.1.n1963</mixed-citation><mixed-citation xml:lang="en">Belenkov Yu.N., Kozhevnikova M.V. Mobile health technologies in cardiology. Kardiologiia. 2022; 62(1): 4-12. DOI: https://doi.org/10.18087/cardio.2022.1.n1963 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Сименюра С.С., Сизова Ж.М. Роль немедикаментозных методов повышения приверженности к лечению пациентов артериальной гипертензией в условиях поликлиники. Медицинский совет. 2021; 21(2): 16-25. DOI: https://doi.org/10.21518/2079-701X-2021-21-2-16-25.</mixed-citation><mixed-citation xml:lang="en">Simenyura SS, Sizova ZhM. The role of non-drug methods of increasing adherence to the treatment of patients with arterial hypertension in a polyclinic. Meditsinskiy sovet = Medical Council. 2021; (21-2): 16–25. DOI: https://doi.org/10.21518/2079-701X-2021-21-2-16-25 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Arshed M., Mahmud A.B., Minhat H.S., et al. Effectiveness of mHealth Interventions in Medication Adherence among Patients with Cardiovascular Diseases: A Systematic Review. Diseases. 2023; 11(1): 41. DOI: https://doi.org/10.3390/diseases11010041</mixed-citation><mixed-citation xml:lang="en">Arshed M., Mahmud A.B., Minhat H.S., et al. Effectiveness of mHealth Interventions in Medication Adherence among Patients with Cardiovascular Diseases: A Systematic Review. Diseases. 2023; 11(1): 41. DOI: https://doi.org/10.3390/diseases11010041</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Venkatesh V., Morris M.G., Davis G.B., et al. User acceptance of information technology: Toward a unified view. MIS Q. 2003; 27: 425–478. https://ssrn.com/abstract=2800121</mixed-citation><mixed-citation xml:lang="en">Venkatesh V., Morris M.G., Davis G.B., et al. User acceptance of information technology: Toward a unified view. MIS Q. 2003; 27: 425–478. https://ssrn.com/abstract=2800121</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Venkatesh V., Thong J.Y., Xu X. Unified theory of acceptance and use of technology: A synthesis and the road ahead. Journal of the association for Information Systems. 2016; 17(5): 328-376. DOI: 10.17705/1jais.00428</mixed-citation><mixed-citation xml:lang="en">Venkatesh V., Thong J.Y., Xu X. Unified theory of acceptance and use of technology: A synthesis and the road ahead. Journal of the association for Information Systems. 2016; 17(5): 328-376. DOI: 10.17705/1jais.00428</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Venkatesh V., Thong J.Y., Xu X. Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS quarterly. 2012; 1: 157-78. DOI: https://doi.org/10.2307/41410412</mixed-citation><mixed-citation xml:lang="en">Venkatesh V., Thong J.Y., Xu X. Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS quarterly. 2012; 1: 157-78. DOI: https://doi.org/10.2307/41410412</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Marikyan D., Papagiannidis S., Stewart G. Technology acceptance research: Meta-analysis. Journal of Information Science. 2023: 01655515231191177. DOI: https://doi.org/10.1177/01655515231191</mixed-citation><mixed-citation xml:lang="en">Marikyan D., Papagiannidis S., Stewart G. Technology acceptance research: Meta-analysis. Journal of Information Science. 2023: 01655515231191177. DOI: https://doi.org/10.1177/01655515231191</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Zhu Y., Zhao Z., Guo J., et al. Understanding use intention of mHealth applications based on the unified theory of acceptance and use of technology 2 (UTAUT-2) model in China. International journal of environmental research and public health, 2023; 20(4): 3139. DOI: 10.3390/ijerph20043139</mixed-citation><mixed-citation xml:lang="en">Zhu Y., Zhao Z., Guo J., et al. Understanding use intention of mHealth applications based on the unified theory of acceptance and use of technology 2 (UTAUT-2) model in China. International journal of environmental research and public health, 2023; 20(4): 3139. DOI: 10.3390/ijerph20043139</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Yang M., Al Mamun A., Gao J., et al. Predicting m-health acceptance from the perspective of unified theory of acceptance and use of technology. Scientific reports. 2024; 14(1): 339. DOI: https://doi.org/10.1038/s41598-023-50436-2</mixed-citation><mixed-citation xml:lang="en">Yang M., Al Mamun A., Gao J., et al. Predicting m-health acceptance from the perspective of unified theory of acceptance and use of technology. Scientific reports. 2024; 14(1): 339. DOI: https://doi.org/10.1038/s41598-023-50436-2</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Голубков Е.П. Маркетинговые исследования: теория, методология и практика. М, Финпресс. 1998; 416 c.</mixed-citation><mixed-citation xml:lang="en">Golubkov E.P. Marketing research: theory, methodology and practice. M, Finpress. 1998; 416 p. [In Russian].</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Сандаков Я.П., Кочубей А.В., Кочубей В.В., и др. Оценка удовлетворенности пациентов. Вестник Всероссийского общества специалистов по медико-социальной экспертизе, реабилитации и реабилитационной индустрии. 2019; 3(1): 84-91. DOI: 10.17238/issn1999-2351.2019.3.84-91</mixed-citation><mixed-citation xml:lang="en">Sandakov Y.P., Kochubey А.V., Kochubey V.V., et al. Assessment of acceptability for the patient. Bulletin of the Russian Society of specialists in medical and social expertise, rehabilitation and rehabilitation industry. 2019; 3(1): 84-91. DOI: 10.17238/issn1999-2351.2019.3.84-91 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Hair J., Hollingsworth C.L., Randolph A.B., et al. An updated and expanded assessment of PLS-SEM in information systems research. Industrial management &amp; data systems. 2017; 117(3): 442-458. DOI: https://doi.org/10.1108/IMDS-04-2016-0130</mixed-citation><mixed-citation xml:lang="en">Hair J., Hollingsworth C.L., Randolph A.B., et al. An updated and expanded assessment of PLS-SEM in information systems research. Industrial management &amp; data systems. 2017; 117(3): 442-458. DOI: https://doi.org/10.1108/IMDS-04-2016-0130</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Dash G., Paul J. CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting and Social Change. 2021; 173: 121092. DOI: https://doi.org/10.1016/j.techfore.2021.121092</mixed-citation><mixed-citation xml:lang="en">Dash G., Paul J. CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting and Social Change. 2021; 173: 121092. DOI: https://doi.org/10.1016/j.techfore.2021.121092</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Hulland J. Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic management journal. 1999; 20(2): 195-204. DOI: 10.1002/(sici)1097-0266(199902)20:2&lt;195::aid-smj13&gt;3.0.co;2-7</mixed-citation><mixed-citation xml:lang="en">Hulland J. Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic management journal. 1999; 20(2): 195-204. DOI: 10.1002/(sici)1097-0266(199902)20:2&lt;195::aid-smj13&gt;3.0.co;2-7</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Henseler J., Ringle C.M., Sarstedt M. A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science. 2015; 43: 115-135. DOI: 10.1007/s11747-014-0403-8</mixed-citation><mixed-citation xml:lang="en">Henseler J., Ringle C.M., Sarstedt M. A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science. 2015; 43: 115-135. DOI: 10.1007/s11747-014-0403-8</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Wutz M., Hermes M., Winter V., et al. Factors influencing the acceptability, acceptance, and adoption of conversational agents in health care: integrative review. Journal of Medical Internet Research. 2023; 25: e46548. DOI: 10.2196/46548</mixed-citation><mixed-citation xml:lang="en">Wutz M., Hermes M., Winter V., et al. Factors influencing the acceptability, acceptance, and adoption of conversational agents in health care: integrative review. Journal of Medical Internet Research. 2023; 25: e46548. DOI: 10.2196/46548</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Celik V., Yesilyurt E. Attitudes to technology, perceived computer self-efficacy and computer anxiety as predictors of computer supported education. Computers &amp; Education. 2013; 60(1): 148-158. DOI: http://dx.doi.org/10.1016/j.compedu.2012.06.008</mixed-citation><mixed-citation xml:lang="en">Celik V., Yesilyurt E. Attitudes to technology, perceived computer self-efficacy and computer anxiety as predictors of computer supported education. Computers &amp; Education. 2013; 60(1): 148-158. DOI: http://dx.doi.org/10.1016/j.compedu.2012.06.008</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Donmez-Turan A. Does unified theory of acceptance and use of technology (UTAUT) reduce resistance and anxiety of individuals towards a new system?. Kybernetes. 2020;49(5):1381-405. DOI: https://doi.org/10.1108/K-08-2018-0450</mixed-citation><mixed-citation xml:lang="en">Donmez-Turan A. Does unified theory of acceptance and use of technology (UTAUT) reduce resistance and anxiety of individuals towards a new system?. Kybernetes. 2020;49(5):1381-405. DOI: https://doi.org/10.1108/K-08-2018-0450</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Tsai T.H., Lin W.Y., Chang Y.S., et al. Technology anxiety and resistance to change behavioral study of a wearable cardiac warming system using an extended TAM for older adults. PloS one. 2020; 15(1): e0227270. DOI: 10.1371/journal.pone.0227270. eCollection 2020.</mixed-citation><mixed-citation xml:lang="en">Tsai T.H., Lin W.Y., Chang Y.S., et al. Technology anxiety and resistance to change behavioral study of a wearable cardiac warming system using an extended TAM for older adults. PloS one. 2020; 15(1): e0227270. DOI: 10.1371/journal.pone.0227270. eCollection 2020.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Hengst T.M., Lechner L., Dohmen D., et al. The facilitators and barriers of mHealth adoption and use among people with a low socio-economic position: A scoping review. Digital Health. 2023; 9: 20552076231198702. DOI: 10.1177/20552076231198702journals.sagepub.com/home/dhj</mixed-citation><mixed-citation xml:lang="en">Hengst T.M., Lechner L., Dohmen D., et al. The facilitators and barriers of mHealth adoption and use among people with a low socio-economic position: A scoping review. Digital Health. 2023; 9: 20552076231198702. DOI: 10.1177/20552076231198702journals.sagepub.com/home/dhj</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Li Q. Student and teacher views about technology: A tale of two cities? Journal of research on Technology in Education. 2007; 39(4): 377-397. DOI: 10.1080/15391523.2007.10782488</mixed-citation><mixed-citation xml:lang="en">Li Q. Student and teacher views about technology: A tale of two cities? Journal of research on Technology in Education. 2007; 39(4): 377-397. DOI: 10.1080/15391523.2007.10782488</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Alam M.M., Alam M.Z., Rahman S.A., Taghizadeh S.K. Factors influencing mHealth adoption and its impact on mental wellbeing during COVID-19 pandemic: A SEM-ANN approach. Journal of biomedical informatics. 2021; 116: 103722. DOI: 10.1016/j.jbi.2021.103722</mixed-citation><mixed-citation xml:lang="en">Alam M.M., Alam M.Z., Rahman S.A., Taghizadeh S.K. Factors influencing mHealth adoption and its impact on mental wellbeing during COVID-19 pandemic: A SEM-ANN approach. Journal of biomedical informatics. 2021; 116: 103722. DOI: 10.1016/j.jbi.2021.103722</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Uncovska M., Freitag B., Meister S., et al. Patient acceptance of prescribed and fully reimbursed mHealth apps in Germany: an UTAUT2-based online survey study. Journal of Medical Systems. 2023; 47(1): 14. DOI: 10.1007/s10916-023-01910-x</mixed-citation><mixed-citation xml:lang="en">Uncovska M., Freitag B., Meister S., et al. Patient acceptance of prescribed and fully reimbursed mHealth apps in Germany: an UTAUT2-based online survey study. Journal of Medical Systems. 2023; 47(1): 14. DOI: 10.1007/s10916-023-01910-x</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
