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<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">zdme</journal-id><journal-title-group><journal-title xml:lang="ru">Здоровье мегаполиса</journal-title><trans-title-group xml:lang="en"><trans-title>City Healthcare</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2713-2617</issn><publisher><publisher-name>ГБУ «НИИОЗММ ДЗМ»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.47619/2713-2617.zm.2026.v.7i3;87-99</article-id><article-id custom-type="elpub" pub-id-type="custom">zdme-371</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 ИССЛЕДОВАНИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ORIGINAL RESEARCHES</subject></subj-group></article-categories><title-group><article-title>Цифровые решения оптимизации планирования и контроля задач руководителей сестринского персонала в медицинских организациях мегаполиса</article-title><trans-title-group xml:lang="en"><trans-title>Digital Solutions to Optimize Task Planning and Tracking for Nurse Managers in Healthcare Organizations in Metropolis</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8215-8674</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Булычева</surname><given-names>Е. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Bulycheva</surname><given-names>E. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Булычева Екатерина Владимировна канд. мед. наук, доцент кафедры сестринского дела </p><p>460000, г. Оренбург, ул. Советская, д. 6 </p></bio><bio xml:lang="en"><p>Ekaterina V. Bulycheva Cand. Sci. in Medicine, Associate Professor of the Department of Nursing</p><p>6 Sovetskaya ul., 460000, Orenburg</p></bio><email xlink:type="simple">bulycheva_yekaterina@list.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/0000-0002-8920-6675</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бегун</surname><given-names>Д. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Begun</surname><given-names>D. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Бегун Дмитрий Николаевич д-р мед. на­ук, заведующий кафедрой сестринского дела </p><p>460000, г. Оренбург, ул. Советская, д. 6 </p></bio><bio xml:lang="en"><p>Dmitry N. Begun Dr. Sci. in Medicine, Head of the Department of Nursing</p><p>6 Sovetskaya ul., 460000, Orenburg</p></bio><email xlink:type="simple">doctorbegun@yandex.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/0009-0006-5562-8980</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Московцева</surname><given-names>Н. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Moskovtseva</surname><given-names>N. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Московцева Нелля Иршатовна канд. мед. на­ук, доцент кафедры сестринского дела </p><p>460000, г. Оренбург, ул. Советская, д. 6 </p></bio><bio xml:lang="en"><p>Nellya I. Moskovtseva Cand. Sci. in Medicine, Associate Professor of the Department of Nursing</p><p>6 Sovetskaya ul., 460000, Orenburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Оренбургский государственный медицинский университет Министерства здравоохранения Российской Федерации</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Orenburg State Medical University of the Ministry of Health of the Russian Federation</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>11</day><month>10</month><year>2026</year></pub-date><volume>7</volume><issue>3</issue><fpage>87</fpage><lpage>99</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Булычева Е.В., Бегун Д.Н., Московцева Н.И., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Булычева Е.В., Бегун Д.Н., Московцева Н.И.</copyright-holder><copyright-holder xml:lang="en">Bulycheva E.V., Begun D.N., Moskovtseva N.I.</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.city-healthcare.com/jour/article/view/371">https://www.city-healthcare.com/jour/article/view/371</self-uri><abstract><sec><title>Актуальность</title><p>Актуальность. В крупных медицинских организациях, характеризующихся многочисленным се­стринским персоналом, главная медицинская сестра выполняет широкий спектр управленческих задач, связанных с планированием, делегированием и контролем. Традиционные инструменты (бу­мажные блокноты, мессенджеры) не обеспечивают необходимой прозрачности, дисциплины и еди­ной точки контроля, что актуализирует поиск доступных цифровых решений.</p><p>Цель исследования апробировать и оценить восприятие и целесообразность использования отечественного цифрового сервиса «Ёжка» для управления профессиональными задачами, выполняемыми главными медицин­скими сестрами.</p></sec><sec><title>Методы</title><p>Методы. На базе кафедры сестринского дела ОрГМУ проведен опрос 35 главных медицинских сестер, обучающихся на цикле «Управление сестринской деятельностью», об использу­емых инструментах планирования и контроля. Организовано практико-ориентированное обучение работе с сервисом «Ёжка» по методу «Обучение через действие». Каждый обучающийся в течение недели управлял мини-проектом, создавая задачи, назначая сроки, используя канбан-доску и автома­тические напоминания.</p></sec><sec><title>Результаты</title><p>Результаты. Выявлено, что 70% респондентов используют бумажные блокно­ты, 80% мессенджеры для постановки задач подчиненным. В ходе обучения главные медицинские сестры отметили ключевые преимущества сервиса: визуализацию статусов задач (канбан), автомати­ческие напоминания (100% опрошенных назвали эту функцию приоритетной), привязку обсуждений к конкретному поручению, снижение риска потери задач. Обучение позволило повысить прозрач­ность контроля и дисциплину исполнения поручений.</p></sec><sec><title>Заключение</title><p>Заключение. Практико-ориентированное об­учение главных медицинских сестер цифровому сервису показало его целесообразность для повсе­дневного управления сестринским персоналом в крупных медицинских организациях. Результаты обосновывают включение соответствующих модулей в программы дополнительного профессиональ­ного образования.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Background</title><p>Background. In major healthcare organizations with a large nursing staff, the chief nurse performs a wide range of management functions related to planning, delegation, and control. Traditional tools like paper note­books and messengers do not provide the requisite transparency, discipline, and a single point of control, ne­cessitating the search for affordable digital solutions.</p></sec><sec><title>Objective</title><p>Objective. To test the Russian digital platform Yozhka for chief nurse task management and evaluate its usability and suitability.</p></sec><sec><title>Materials and methods</title><p>Materials and methods. A survey regarding the usage of task planning and tracking tools was conducted among 35 chief nurses enrolled in the Nursing Management course at the Department of Nursing of Orenburg State Medical University. The learning by doing method was applied to organize hands-on training on the Yozhka platform: participants managed individual mini-projects for a week, creating tasks, setting deadlines, and using a kanban board and automated reminder system.</p></sec><sec><title>Results</title><p>Results. It was found that 70 and 80% of respondents use paper notebooks and messengers to assign tasks to subordinates, respectively. During the training, the participants noted the key advantages of Yozhka: task status visualization (Kanban), automated reminders (100% of respondents prior­itized this function), built-in task chats, and other features to prevent losing tasks. The training allowed for more transparent control and rigorous task execution.</p></sec><sec><title>Conclusion</title><p>Conclusion. Practice-oriented training of chief nurses in Yozhka has shown the tool’s applicability for daily management of nursing staff in large healthcare organi­zations. The results support the inclusion of relevant modules in continuing professional education programs.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>главная медицинская сестра</kwd><kwd>управление задачами</kwd><kwd>цифровые технологии</kwd><kwd>канбан-доска</kwd><kwd>«Ёжка»</kwd><kwd>сестринский персонал</kwd><kwd>планирование</kwd></kwd-group><kwd-group xml:lang="en"><kwd>chief nurse</kwd><kwd>task management</kwd><kwd>digital technologies</kwd><kwd>kanban board</kwd><kwd>nursing staff</kwd><kwd>planning</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">Страдымов Ф.И., Ступак В.С. Предпосылки централизации медицинских организаций в современных условиях. Современные проблемы здравоохранения и медицинской статистики. 2024;(4):413- 431. https://doi.org/10.24412/2312-2935-2024-4-413-431</mixed-citation><mixed-citation xml:lang="en">Stradymov F.I., Stupak V.S. Prerequisites for centralization of medical organizations in modern conditions. Current Problems of Health Care and Medical Statistics. 2024;(4):413-431. (In Russ.) https://doi.org/10.24412/2312-2935-2024-4-413-431</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Ли М.В., Мартынова А.В., Аленицкая М.В. и др. Особенности системной оценки деятельности многопрофильной медицинской организации: оптимизация обеспеченности кадрами. Менеджер здравоохранения. 2022;(10):61-70. https://doi.org/10.21045/1811-0185-2022-10-61-70</mixed-citation><mixed-citation xml:lang="en">Lee M.V., Martynova A.V., Alenitskaya M.V. et al. Peculiarities of system evaluation of polyclinics medical organization: optimization of availability by personnel. Manager Zdravoohranenia. 2022;(10):61-70. (In Russ.) https://doi.org/10.21045/1811-0185-2022-10-61-70</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Хрипун А.И. Основные принципы и комплексный подход к развитию московского здравоохранения. Национальное здравоохранение. 2024;5(3):5-17. https://doi.org/10.47093/2713-069X.2024.5.3.5-17</mixed-citation><mixed-citation xml:lang="en">Khripun A.I. Basic principles and integrated approach to the development of Moscow healthcare. National Healthcare (Russia). 2024;5(3):5-17. (In Russ.) https://doi.org/10.47093/2713-069X.2024.5.3.5-17</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Никишина Ю.Ю., Двойников С.И. Роль руководителя сестринской службы в улучшении работы медицинских сестер процедурного кабинета. Медсестра. 2022;(4):42-48. https://doi.org/10.33920/med05-2204-05</mixed-citation><mixed-citation xml:lang="en">Nikishina Yu.Yu., Dvoynikov S.I. Role of the head of nursing service in improvement work of treatment room nurses. Nurse. 2022;(4):42-48. (In Russ.) https://doi.org/10.33920/med-05-2204-05</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Федько Н.А., Малкина Л.В., Воропинова О.А. Совершенствование системы управления сестринским персоналом. Медицинская сестра. 2025;27(2):49-52. https://doi.org/10.29296/25879979-2025-02-06</mixed-citation><mixed-citation xml:lang="en">Fedko N.A., Malkina L.V., Voropinova O.A. Improvement of the nursing staff management system. Meditsinskaya Sestra. 2025;27(2):49-52. (In Russ.) https://doi.org/10.29296/25879979-2025-02-06</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Мамленкова Е.А. Менеджмент в сестринском деле. Менеджмент качества в медицине. 2022;(4):64- 71.</mixed-citation><mixed-citation xml:lang="en">Mamlenkova E.A. Management in nursing. Quality Management in Medicine. 2022;(4):64-71. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Sutton T. Technology’s Impact on Nurse Manager Practices. Nursing Administration Quarterly. 2025;49(4):248-258. https://doi.org/10.1097/NAQ.0000000000000705</mixed-citation><mixed-citation xml:lang="en">Sutton T. Technology’s Impact on Nurse Manager Practices. Nursing Administration Quarterly. 2025;49(4):248-258. https://doi.org/10.1097/NAQ.0000000000000705</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Селиверстов П.В. Искусственный интеллект в сестринской практике. Правовые аспекты и трансформация профессиональной роли медицинской сестры. Медицинская сестра. 2024;26(8):11-19. https://doi.org/10.29296/25879979-2024-08-02</mixed-citation><mixed-citation xml:lang="en">Seliverstov P.V. Artificial Intelligence in Nursing Practice. Legal Aspects and Transformation of the Professional Role of Nurses. Meditsinskaya Sestra. 2024;26(8):11-19. (In Russ.) https://doi.org/10.29296/25879979-2024-08-02</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Королева И.В. Старшая медицинская сестра: какие компетенции необходимо развивать и зачем? Медицинская сестра. 2023;25(7):37-40. https://doi.org/10.29296/25879979-2023-07-08</mixed-citation><mixed-citation xml:lang="en">Koroleva I.V. Senior nurse: what competencies should be developed and why? Meditsinskaya Sestra. 2023;25(7):37-40. (In Russ.) https://doi.org/10.29296/25879979-2023-07-08</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Adatara P., Baku E.A., Atakro C.A. et al. Factors Influencing Information and Communication Technology Knowledge and Use Among Nurse Managers in Selected Hospitals in the Volta Region of Ghana. CIN: Computers, Informatics, Nursing. 2019;37(3):171-177. https://doi.org/10.1097/CIN.0000000000000477</mixed-citation><mixed-citation xml:lang="en">Adatara P., Baku E.A., Atakro C.A. et al. Factors Influencing Information and Communication Technology Knowledge and Use Among Nurse Managers in Selected Hospitals in the Volta Region of Ghana. CIN: Computers, Informatics, Nursing. 2019;37(3):171-177. https://doi.org/10.1097/CIN.0000000000000477</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">AONL Digital Transformation Guiding Principles. 2024. Доступно по ссылке: https://www.aonl.org/system/files/media/file/2024/06/AONL-Digital-Transformation-Guiding-Principles.pdf (Дата обращения: 12.02.2025)</mixed-citation><mixed-citation xml:lang="en">American Organization for Nursing Leadership (AONL). AONL Guiding Principles: Nurse Leaders’ Role in Digital Transformation [Internet]. Chicago (IL): AONL; 2024. Available from: https://www.aonl.org/system/files/media/file/2024/06/AONL-Digital-Transformation-Guiding-Principles.pdf (accessed 2025 Feb 12)</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Comparcini D., Simonetti V., Tomietto M. et al. The Relationship Between Nurses’ Digital Health Literacy and Their Educational Levels, Professional Roles, and Digital Attitudes: A Cluster Analysis Based on a Cross-Sectional Study. Journal of Clinical Nursing. 2024;1-13. https://doi.org/10.1111/jocn.17484</mixed-citation><mixed-citation xml:lang="en">Comparcini D., Simonetti V., Tomietto M. et al. The Relationship Between Nurses’ Digital Health Literacy and Their Educational Levels, Professional Roles, and Digital Attitudes: A Cluster Analysis Based on a Cross-Sectional Study. Journal of Clinical Nursing. 2024;1-13. https://doi.org/10.1111/jocn.17484</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Haas O., Hutzler M., Egginger T.H. et al. Automating Time-Consuming and Error-Prone Manual Nursing Management Documentation Processes. CIN: Computers, Informatics, Nursing. 2021;39(10):584- 591. https://doi.org/10.1097/CIN.0000000000000790</mixed-citation><mixed-citation xml:lang="en">Haas O., Hutzler M., Egginger T.H. et al. Automating Time-Consuming and Error-Prone Manual Nursing Management Documentation Processes. CIN: Computers, Informatics, Nursing. 2021;39(10):584- 591. https://doi.org/10.1097/CIN.0000000000000790</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Clancy T.R. Technology Solutions for Nurse Leaders. Nursing Administration Quarterly. 2020;44(4):300- 315. https://doi.org/10.1097/NAQ.0000000000000439</mixed-citation><mixed-citation xml:lang="en">Clancy T.R. Technology Solutions for Nurse Leaders. Nursing Administration Quarterly. 2020;44(4):300- 315. https://doi.org/10.1097/NAQ.0000000000000439</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Navarro Martínez O., Leyva-Moral J.M. Digital Transformation Led by Nurses and Nursing Managers’ Priorities: A Qualitative Study. Journal of Nursing Management. 2024;2024:8873127. https://doi.org/10.1155/2024/8873127</mixed-citation><mixed-citation xml:lang="en">Navarro Martínez O., Leyva-Moral J.M. Digital Transformation Led by Nurses and Nursing Managers’ Priorities: A Qualitative Study. Journal of Nursing Management. 2024;2024:8873127. https://doi.org/10.1155/2024/8873127</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Borges Do Nascimento I.J., Abdulazeem H., Vasanthan L.T. et al. Barriers and facilitators to utilizing digital health technologies by healthcare professionals. npj Digital Medicine. 2023;6(1):161. https://doi.org/10.1038/s41746-023-00899-4</mixed-citation><mixed-citation xml:lang="en">Borges Do Nascimento I.J., Abdulazeem H., Vasanthan L.T. et al. Barriers and facilitators to utilizing digital health technologies by healthcare professionals. npj Digital Medicine. 2023;6(1):161. https://doi.org/10.1038/s41746-023-00899-4</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Brommeyer M., Liang Z. A Systematic Approach in Developing Management Workforce Readiness for Digital Health Transformation in Healthcare. International Journal of Environmental Research and Public Health. 2022;19(21):13843. https://doi.org/10.3390/ijerph192113843</mixed-citation><mixed-citation xml:lang="en">Brommeyer M., Liang Z. A Systematic Approach in Developing Management Workforce Readiness for Digital Health Transformation in Healthcare. International Journal of Environmental Research and Public Health. 2022;19(21):13843. https://doi.org/10.3390/ijerph192113843</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Sapci A.H., Sapci H.A. Teaching Hands-On Informatics Skills to Future Health Informaticians: A Competency Framework Proposal and Analysis of Health Care Informatics Curricula. JMIR Medical Informatics. 2020;8(1):e15748.</mixed-citation><mixed-citation xml:lang="en">Sapci A.H., Sapci H.A. Teaching Hands-On Informatics Skills to Future Health Informaticians: A Competency Framework Proposal and Analysis of Health Care Informatics Curricula. JMIR Medical Informatics. 2020;8(1):e15748.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Damarchede M.K. Intelligent Workflow Automation Systems to Enhance Nursing Efficiency and Patient Safety. Journal of Drug Delivery and Therapeutics. 2026;16(2):198-206. https://doi.org/10.22270/jddt.v16i2.7554</mixed-citation><mixed-citation xml:lang="en">Damarchede M.K. Intelligent Workflow Automation Systems to Enhance Nursing Efficiency and Patient Safety. Journal of Drug Delivery and Therapeutics. 2026;16(2):198-206. https://doi.org/10.22270/jddt.v16i2.7554</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Zayas- Cabán T., Haque S.N., Kemper N. Identifying Opportunities for Workflow Automation in Health Care: Lessons Learned from Other Industries. Applied Clinical Informatics. 2021;12(3):686-697. https://doi.org/10.1055/s-0041-1731744</mixed-citation><mixed-citation xml:lang="en">Zayas-Cabán T., Haque S.N., Kemper N. Identifying Opportunities for Workflow Automation in Health Care: Lessons Learned from Other Industries. Applied Clinical Informatics. 2021;12(3):686-697. https://doi.org/10.1055/s-0041-1731744</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Wu D.T., Barrick L., Ozkaynak M. et al. Principles for Designing and Developing a Workflow Monitoring Tool to Enable and Enhance Clinical Workflow Automation. Applied Clinical Informatics. 2022;13(1):132- 138. https://doi.org/10.1055/s-0041-1741480</mixed-citation><mixed-citation xml:lang="en">Wu D.T., Barrick L., Ozkaynak M. et al. Principles for Designing and Developing a Workflow Monitoring Tool to Enable and Enhance Clinical Workflow Automation. Applied Clinical Informatics. 2022;13(1):132- 138. https://doi.org/10.1055/s-0041-1741480</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Jansson M., Liisanantti J., Ala-Kokko T. et al. The negative impact of interface design, customizability, inefficiency, malfunctions, and information retrieval on user experience: A national usability survey of ICU clinical information systems in Finland. International Journal of Medical Informatics. 2022;159:104680. https://doi.org/10.1016/j.ijmedinf.2021.104680</mixed-citation><mixed-citation xml:lang="en">Jansson M., Liisanantti J., Ala-Kokko T. et al. The negative impact of interface design, customizability, inefficiency, malfunctions, and information retrieval on user experience: A national usability survey of ICU clinical information systems in Finland. International Journal of Medical Informatics. 2022;159:104680. https://doi.org/10.1016/j.ijmedinf.2021.104680</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Yu D., Obuseh M., DeLaurentis P. Quantifying the Impact of Infusion Alerts and Alarms on Nursing Workflows: A Retrospective Analysis. Applied Clinical Informatics. 2021;12(3):528-538. https://doi.org/10.1055/s-0041-1730031</mixed-citation><mixed-citation xml:lang="en">Yu D., Obuseh M., DeLaurentis P. Quantifying the Impact of Infusion Alerts and Alarms on Nursing Workflows: A Retrospective Analysis. Applied Clinical Informatics. 2021;12(3):528-538. https://doi.org/10.1055/s-0041-1730031</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Sharaf N.I. Prescription Automation: Enhancing Medication Safety and Healthcare Efficiency. Gland Surgery. 2024;9(2):416-442. Available from: https://www.glandsurgery.net/index.php/GS/article/view/120</mixed-citation><mixed-citation xml:lang="en">Sharaf N.I. Prescription Automation: Enhancing Medication Safety and Healthcare Efficiency. Gland Surgery. 2024;9(2):416-442. Available from: https://www.glandsurgery.net/index.php/GS/article/view/120</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Yuan X., Zhu L., Jiang K. et al. Impact of Artificial Intelligence-Assisted Closed-Loop Mobile Nursing Information Management on Nursing Quality Indicators and Work Efficiency. Risk Management and Healthcare Policy. 2025;18:3581-3591. https://doi.org/10.2147/RMHP.S548275</mixed-citation><mixed-citation xml:lang="en">Yuan X., Zhu L., Jiang K. et al. Impact of Artificial Intelligence-Assisted Closed-Loop Mobile Nursing Information Management on Nursing Quality Indicators and Work Efficiency. Risk Management and Healthcare Policy. 2025;18:3581-3591. https://doi.org/10.2147/RMHP.S548275</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Walzer S., Armbruster C., Mahler S. et al. Factors Influencing the Implementation and Adoption of Digital Nursing Technologies: Systematic Umbrella Review. Journal of Medical Internet Research. 2025;27:e64616. https://doi.org/10.2196/64616</mixed-citation><mixed-citation xml:lang="en">Walzer S., Armbruster C., Mahler S. et al. Factors Influencing the Implementation and Adoption of Digital Nursing Technologies: Systematic Umbrella Review. Journal of Medical Internet Research. 2025;27:e64616. https://doi.org/10.2196/64616</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Pepito J.A., Acaso N.J., Merioles R. et al. Opportunities, Challenges, and Future Directions for the Integration of Automation in Nursing Practice: Discursive Study. JMIR Nursing. 2025;8:e72674. https://doi.org/10.2196/72674</mixed-citation><mixed-citation xml:lang="en">Pepito J.A., Acaso N.J., Merioles R. et al. Opportunities, Challenges, and Future Directions for the Integration of Automation in Nursing Practice: Discursive Study. JMIR Nursing. 2025;8:e72674. https://doi.org/10.2196/72674</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Hassanein S., El Arab R.A., Abdrbo A. et al. Artificial intelligence in nursing: an integrative review of clinical and operational impacts. Frontiers in Digital Health. 2025;7:1552372. https://doi.org/10.3389/fdgth.2025.1552372</mixed-citation><mixed-citation xml:lang="en">Hassanein S., El Arab R.A., Abdrbo A. et al. Artificial intelligence in nursing: an integrative review of clinical and operational impacts. Frontiers in Digital Health. 2025;7:1552372. https://doi.org/10.3389/fdgth.2025.1552372</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Al hatailah M.A.H., Al sunbuh M.S.M., Albayraq T.A. et al. Assessing Clinical Decision Support Systems in Enhancing Emergency Nursing Accuracy. Vascular and Endovascular Review. 2025;8(6s):8-14. Available from: https://verjournal.com/index.php/ver/article/view/501</mixed-citation><mixed-citation xml:lang="en">Al hatailah M.A.H., Al sunbuh M.S.M., Albayraq T.A. et al. Assessing Clinical Decision Support Systems in Enhancing Emergency Nursing Accuracy. Vascular and Endovascular Review. 2025;8(6s):8-14. Available from: https://verjournal.com/index.php/ver/article/view/501</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Ferrara M., Bertozzi G., Di Fazio N. et al. Risk Management and Patient Safety in the Artificial Intelligence Era: A Systematic Review. Healthcare. 2024;12(5):549. https://doi.org/10.3390/healthcare12050549</mixed-citation><mixed-citation xml:lang="en">Ferrara M., Bertozzi G., Di Fazio N. et al. Risk Management and Patient Safety in the Artificial Intelligence Era: A Systematic Review. Healthcare. 2024;12(5):549. https://doi.org/10.3390/healthcare12050549</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>
