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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">agroprob</journal-id><journal-title-group><journal-title xml:lang="ru">Проблемы агрорынка</journal-title><trans-title-group xml:lang="en"><trans-title>Problems of AgriMarket</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1817-728X</issn><issn pub-type="epub">2708-9991</issn><publisher><publisher-name>Казахский научно-исследовательский институт экономики агропромышленного комплекса и развития села</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.46666/2026-1.2708-9991.01</article-id><article-id custom-type="elpub" pub-id-type="custom">agroprob-2466</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>Аграрная политика: механизм реализации</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>Agricultural policy: mechanism of implementation</subject></subj-group></article-categories><title-group><article-title>Социально-экономическое развитие сельских территорий</article-title><trans-title-group xml:lang="en"><trans-title>Socio-economic development of rural territories</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0009-8675-0112</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Балпан</surname><given-names>М. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Balpan</surname><given-names>M. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Балпан Мурат Сагатович - основной автор; аспирант</p><p>644105 4-я ул. Челюскинцев, 2а, г.Омск</p></bio><bio xml:lang="en"><p>Balpan Murat Sagatovich - The main author; Postgraduate student</p><p>644105 4-th Cheluskintsev str., 2a, Omsk</p></bio><email xlink:type="simple">balpanms@inbox.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/0000-0001-5583-0624</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бельгибаева</surname><given-names>А. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Belgibayeva</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Бельгибаева Анаргуль Сарсенбаевна - кандидат экономических наук, ассоциированный профессор; профессор кафедры «Бизнеса и услуг»</p><p>020000 ул.Абая, 76, г.Кокшетау</p></bio><bio xml:lang="en"><p>Belgibayeva Anargul Sarsenbayevna - Candidate of Economic Sciences, Associated Professor; Professor of the Department of Business and Services</p><p>020000 Abay str., 76, Kokshetau</p></bio><email xlink:type="simple">anar.belgibayeva@gmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2733-9085</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Яхшибоев</surname><given-names>Р. Э.</given-names></name><name name-style="western" xml:lang="en"><surname>Yakhshiboev</surname><given-names>R. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Яхшибоев Рустам Эркинбой угли - Ph.D, ассоциированный профессор; ассоциированный профессор кафедры «Цифровая экономика»</p><p>100066 ул. Ислама Каримова, 49, г.Ташкент</p></bio><bio xml:lang="en"><p>Yakhshiboev Rustam Erkinboy ugli - Ph.D, Associate Professor; Associate Professor of the Department of Digital Economy</p><p> 100066 49 Islam Karimov str.</p></bio><email xlink:type="simple">r.yaxshiboyev@tsue.uz</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Омская гуманитарная академия</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Omsk Humanitarian Academy</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Кокшетауский университет им.Ш.Уалиханова</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Sh. Ualikhanov Kokshetau University</institution><country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Ташкентский государственный экономический университет</institution><country>Узбекистан</country></aff><aff xml:lang="en"><institution>Tashkent State University of Economics</institution><country>Uzbekistan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>18</day><month>04</month><year>2026</year></pub-date><volume>0</volume><issue>1</issue><fpage>14</fpage><lpage>25</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Балпан М.С., Бельгибаева А.С., Яхшибоев Р.Э., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Балпан М.С., Бельгибаева А.С., Яхшибоев Р.Э.</copyright-holder><copyright-holder xml:lang="en">Balpan M.S., Belgibayeva A.S., Yakhshiboev R.E.</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.jpra-kazniiapk.kz/jour/article/view/2466">https://www.jpra-kazniiapk.kz/jour/article/view/2466</self-uri><abstract><p>Устойчивость сельских территорий – ключевой фактор обеспечения регионального социально-экономического роста. Комплексная оценка индикаторов стабильного развития позволяет анализировать эффективность политики в сфере общественных и экономических отношений, выявить барьеры и определить пути их преодоления, способствуя повышению конкурентоспособности сельских районов. Цель – обоснование системы критериев, предоставляющих возможность рассматривать динамику социальной и деловой среды и проводить мониторинг структурной трансформации агропродовольственного сектора в рамках региональной стратегии. Методы – рейтинговое исследование на базе метода расстояний, обеспечивающее сопоставление показателей социологической и экономической динамики регионов и установление их интегральных позиций. Использование статистических данных – для обозначения приоритетных направлений инновационного обновления сельской местности. Информационная база включала данные Бюро национальной статистики Агентства по стратегическому планированию и реформам Республики Казахстан, нормативные акты, научные публикации. Результаты – авторы отмечают, что в настоящее время переход к масштабным проектам имеет решающее значение для улучшения качества жизни сельского населения, укрепления экономики, создания условий для ее оптимизации в долговременной перспективе. Для большинства сельских округов требуется активная программа действий, направленная на привлечение инвесторов, формирование благоприятного инвестиционного климата и построение результативной системы государственной поддержки. Проведено ранжирование районов Акмолинской области по социокультурным и хозяйственным параметрам, показаны проблемы и перспективные территории. Выделены четыре группы по рейтинговой классификации. Выводы – аргументировано, что комплексная система ключевых индикаторов дает основание объективно диагностировать ситуацию в сельских территориях, находить диспропорции, типологизировать регионы по уровню преобразований, разработать дифференцированные меры управления. В данном аспекте необходимы внедрение механизмов регулирования деятельности социальных и инженерных объектов, увеличения доступности социально-ориентированных услуг, расширения предпринимательской деятельности, формирования кадрового потенциала села из квалифицированных специалистов</p></abstract><trans-abstract xml:lang="en"><p>The sustainability of rural territories is a key factor in ensuring regional socio-economic growth. A comprehensive assessment of sustainable development indicators makes it possible to analyze the effectiveness of policies in the field of social and economic relations, identify barriers, and determine ways to overcome them, thereby contributing to the enhancement of the competitiveness of rural areas. The objective is to substantiate a system of criteria that enables the examination of the dynamics of the social and business environment and the monitoring of the structural transformation of the agri-food sector within the framework of a regional strategy. Methods include a rating-based study using the distance method, ensuring the comparability of indicators of socio logical and economic dynamics of regions and establishing their integral positions. The use of statistical data serves to identify priority areas for the innovative modernization of rural areas. The information base included data from the Bureau of National Statistics of the Agency for Strategic Planning and Reforms of the Republic of Kazakhstan, regulatory acts, and scientific publications. Results – the authors note that currently the transition to large-scale projects is of decisive importance for improving the quality of life of the rural population, strengthening the economy, and creating conditions for its optimization in the long term. Most rural districts require an active program of actions aimed at attracting investors, forming a favorable investment climate, and building an effective system of state support. The districts of Akmola region were ranked according to socio cultural and economic parameters, identifying problems and promising territories. Four groups were distinguished based on the rating classification. Conclusions – it is substantiated that a com prehensive system of key indicators provides grounds for objectively diagnosing the situation in rural territories, identifying disproportions, typologizing regions by the level of transformation, and developing differentiated management measures. In this regard, it is necessary to introduce mechanisms for regulating the activities of social and engineering facilities, increase the accessibility of socially oriented services, expand entrepreneurial activity, and develop the human resource poten tial of rural areas through qualified specialists.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>сельские территории</kwd><kwd>социально-экономическое развитие</kwd><kwd>ключевые индикаторы</kwd><kwd>рейтинговый анализ</kwd><kwd>дифференциация территорий</kwd><kwd>благоприятный инвестиционный климат</kwd><kwd>государственная поддержка</kwd></kwd-group><kwd-group xml:lang="en"><kwd>rural territories</kwd><kwd>socio-economic development</kwd><kwd>key indicators</kwd><kwd>rating analysis</kwd><kwd>territorial differentiation</kwd><kwd>favorable investment climate</kwd><kwd>state support</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">Кусмолдаева, Ж. Демографическая ситуация в сельской местности Казахстана в современных условиях / Ж.Кусмолдаева, Ж.Бельгибаева, О.Абралиев // Bulletin of National Academy of sciences of the Republic of Kazakhstan.- 2025.- №414(2).- С.490-501. https://doi.org/10.32014/2025.2518-1467.940</mixed-citation><mixed-citation xml:lang="en">Kusmoldaeva, Zh., Bel'gibaeva, Zh., Abraliev, O. (2025).  Demograficheskaja situacija v sel'skoj mestnosti Kazahstana v sovremennyh uslovijah [Demographic situation in rural areas of Kazakhstan in modern conditions]. Byulleten Natsionalnoi akademii nauk Respubliki Kazakhstan - Bulletin of National Academy of sciences of the Republic of Kazakhstan, 414(2), 490-501. https://doi.org/10.32014/2025.2518-1467.940 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Агаркова, Л.В. Методические подходы к оценке уровня социально-экономического и инфраструктурного развития сельских территорий / Л.В.Агаркова, Р.И. Сафиуллаева, И.И. Глотова, Е.П.Томилина // Современная экономика: проблемы и решения.- 2023.- №7.- С.26-36. DOI: 10.17308/meps/2078-9017/2023/7/26-36</mixed-citation><mixed-citation xml:lang="en">Agarkova, L.V., Safiullaeva, R.I., Glotova, I.I., Tomilina, E.P. (2023). Metodicheskie podhody k ocenke urovnja social'no-jekonomicheskogo i infrastrukturnogo razvitija sel'skih territorij [Methodological approaches to assessing the level of socio-economic and infrastructural development of rural areas]. Sovremennaja jekonomika: problemy i reshenija - Modern economy: problems and solutions, 7, 26-36. DOI: 10.17308/meps/2078-9017/2023/7/26-36 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Муханова, А. Cоциально-экономическое развитие села на примере Жалагашского района Кызылординской области Казахстана / А.Муханова, Ж.Смагулова, Ж.Абдыкалиева // Проблемы агрорынка.- 2020.- №1.- С.186-193</mixed-citation><mixed-citation xml:lang="en">Muhanova, A., Smagulova, Zh., Abdykalieva, Zh. (2020). Cocial'no-jekonomicheskoe razvitie sela na primere Zhalagashskogo rajona Kyzylordinskoj oblasti Kazahstana [Socio-economic development of a village on the example of the Zhalagash district of the Kyzylorda region of Kazakhstan].  Problemy agrorynka - Problems of the agricultural market, 1, 186-193 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, Y. Ecological industrialization and rural revitalization for global sustainable development / Y.Liu, X.Li, S.Su, Y.Guo // Geography and Sustainability.- 2025.- Volume 6.- Issue 4.- 100307. https://doi.org/10.1016/j.geosus.2025.100307</mixed-citation><mixed-citation xml:lang="en">Liu, Y., Li X., Su, S., Guo,Y. (2025). Ecological industrialization and rural revitalization for global sustainable development. Geography and Sustainability, 6, 4, 100307. https://doi.org/10.1016/j.geosus.2025.100307 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Zhan, X. Chaofeng Shao Assessment of rural sustainable development and analysis and prediction of obstacles and coupled coordinated development: A case study of Zaozhuang City / X.Zhan, H.Zhang, Y.Zhao, Y.He, D.Li, F.Wang, Y.Zhang // Chinese Journal of Population, Resources and Environment.-2024.- Volume 22.- Issue 3.- P.312-325</mixed-citation><mixed-citation xml:lang="en">Zhan, X., Zhang, H., Zhao, Y., He, Y., Li, D., Wang, F., Zhang Y. (2024). Chaofeng Shao Assessment of rural sustainable development and analysis and prediction of obstacles and coupled coordinated development: A case study of Zaozhuang City. Chinese Journal of Population, Resources and Environment, 22, 3, 312-325 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Попов, Е.В. Индикаторы устойчивого развития экономической экосистемы территории / Е.В.Попов, И.П.Челак, С.А.Кавецкий // Управление.- 2024.- Т. 12.- № 4.- С.34-47. DOI: 10.26425/2309-3633-2024-12-4-34-47</mixed-citation><mixed-citation xml:lang="en">Popov, E.V., Chelak, I.P., Kaveckij, S.A. (2024). Indikatory ustojchivogo razvitija jekonomicheskoj jekosistemy territorii [Indicators of sustainable development of the Territory's economic ecosystem].  Upravlenie - Management, 4, 34-47. DOI: 10.26425/2309-3633-2024-12-4-34-47 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Комекбаева, Л.С. Қарағанды облысы ауылдық аумақтарының тұрақты дамуын кешендік бағалау және болжау / Л.С.Комекбаева, Е.Т.Акбаев, А.А.Абаев, Г.Р.Топшахова // Вестник Карагандинского университета ECONOMYSeries.- 2022.- №2(106).- С.238-252. DOI 10.31489/2022Ec2/238-252</mixed-citation><mixed-citation xml:lang="en">Komekbaeva, L.S. Akbaev, E.T., Abaev, A.A., Topshahova, G.R. (2022). Қaraғandy oblysy auyldyқ aumaқtarynyң tұraқty damuyn keshendіk baғalau zhәne bolzhau [Comprehensive assessment and forecasting of sustainable development of rural areas of Karaganda region]. Vestnik Karagandinskogo universiteta ECONOMY Series - Bulletin of Karaganda University ECONOMY Series, 2(106), 238-252. DOI 10.31489/2022Ec2/238-252 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Stankulova, A. The Quantitative Indicator-Based Evaluation for Rural Development / A.Stankulova, A.Barreca, M.Rebaudengo, D.Rolando // International Regional Science Review.- 2024.- P.1-36, https://doi.org/10.1177/01600176241268028</mixed-citation><mixed-citation xml:lang="en">Stankulova, A. Barreca, A., Rebaudengo, M., Rolando D. (2024). The Quantitative Indicator-Based Evaluation for Rural Development. International Regional Science Review, 1-36, https://doi.org/10.1177/01600176241268028 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Brinkley, C. Socioeconomic and Environmental Indicators for Rural Communities: Bridging the Scholarly and Practice Gap / C.Brinkley, M.A.Visser // Economic Development Quarterly.- 2022.- № 36(2).- P.75-91. https://doi.org/10.1177/08912424221083023</mixed-citation><mixed-citation xml:lang="en">Brinkley, C., Visser, M.A. (2022). Socioeconomic and Environmental Indicators for Rural Communities: Bridging the Scholarly and Practice Gap. Economic Development Quarterly, 36(2), 75-91. https://doi.org/10.1177/08912424221083023 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Gusmanov, R. Rural area sustainable development strategies on the basis of a cluster approach / R.Gusmanov, E.Stovba, A.Kuznetsova, I.Gusmanov, T.Taipov, G.Muhametshina, L.Akhmetova // Regional Science Policy &amp; Practice.- 2022.- Volume 14.- Issue 4.- P.778-796. https://doi.org/10.1111/rsp3.12475.</mixed-citation><mixed-citation xml:lang="en">Gusmanov, R., Stovba, E., Kuznetsova, A., Gusmanov, I., Taipov, T., Muhametshina, G., Akhmetova, L. (2022). Rural area sustainable development strategies on the basis of a cluster approach. Regional Science Policy &amp; Practice, 14, 4, 778-796. https://doi.org/10.1111/rsp3.12475. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, D. An integrated framework for measuring sustainable rural development towards the SDGs / D.Liu, F.Li, M.Qiu, Y.Zhang, X.Zhao, J. He // Land Use Policy.- 2024.- Volume 147.- 107339. https://doi.org/10.1016/j.landusepol.2024.107339</mixed-citation><mixed-citation xml:lang="en">Liu, D.,  Li, F., Qiu, M., Zhang, Y., Zhao, X., He, J. (2024). An integrated framework for measuring sustainable rural development towards the SDGs. Land Use Policy, 147, 107339. https://doi.org/10.1016/j.landusepol.2024.107339 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Shcherbak, V.G. Use of key indicators to monitor sustainable development of rural areas / V.G.Shcherbak, L.Ganushchak-Yefimenko, O.Nifatova, N.Fastovets, G.Plysenko, L.Lutay, V.Tkachuk, O.Ptashchenko // Global Journal of Environmental Science and Management.- 2020.- №6(2).- P. 175-190. https://doi.org/10.22034/gjesm.2020.02.04</mixed-citation><mixed-citation xml:lang="en">Shcherbak, V.G., Ganushchak-Yefimenko, L., Nifatova, O., Fastovets, N., Plysenko, G., Lutay, L., Tkachuk, V., Ptashchenko, O. (2020). Use of key indicators to monitor sustainable development of rural areas. Global Journal of Environmental Science and Management, 6(2), 175-190.   https://doi.org/10.22034/gjesm.2020.02.04 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Бюро национальной статистики Агентства по стратегическому планированию и реформам Республики Казахстан [Электронный ресурс].- 2025.- URL: https://www.stat.gov.kz/ru/ (дата обращения: 04.12.2025)</mixed-citation><mixed-citation xml:lang="en">Byuro nacional'noj statistiki Agentstva po strategicheskomu planirovaniyu i reformam Respubliki Kazahstan [Bureau of National Statistics of the Agency for Strategic Planning and Reforms of the Republic of Kazakhstan] (2025). Available at: https://www.stat.gov.kz/ru/ (date of access: 04.12.2025) [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Голубева, А.И. Состояние, проблемы и перспективы развития сельских территорий региона / А.И.Голубева, А.В.Коновалов, К.В.Павлов // Известия Тимирязевской сельскохозяйственной академии.- 2020.- №(2).- С.134-155. https://doi.org/10.26897/0021-342X-2020-2-134-155</mixed-citation><mixed-citation xml:lang="en">Golubeva, A.I., Konovalov, A.V., Pavlov, K.V. (2020). Sostojanie, problemy i perspektivy razvitija sel'skih territorij regiona [Current status, problems and development prospects of rural territories of the region]. Izvestija Timirjazevskoj sel'skohozjajstvennoj akademii - Proceedings of the Timiryazev Agricultural Academy, 2, 134-155. https://doi.org/10.26897/0021-342X-2020-2-134-155 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Fernández Martínez, P. Assessing Sustainable Rural Development Based on Ecosystem Services Vulnerability / P. Fernández Martínez, M. de Castro-Pardo, V.M.Barroso, J.C.Azevedo // Land.- 2020.- №9(7).- 222. https://doi.org/10.3390/land9070222</mixed-citation><mixed-citation xml:lang="en">Fernández Martínez, P., de Castro-Pardo, M., Barroso, V.M., Azevedo, J.C. (2020). Assessing Sustainable Rural Development Based on Ecosystem Services Vulnerability, 9(7), 222. https://doi.org/10.3390/land9070222 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Закшевский, В.Г. Устойчивое развитие сельских территорий: новый взгляд на оценку в контексте пространственной локализации / В.Г. Закшевский, И.Н. Меренкова, И.И. Новикова, Е.А. Пархомов // Экономика региона.- 2023.- № 19(3).- с.683-696. https://doi.org/10.17059/ekon.reg.2023-3-6</mixed-citation><mixed-citation xml:lang="en">Zakshevskij, V.G., Merenkova, I.N., Novikova, I.I., Parhomov, E.A. (2023). Ustojchivoe razvitie sel'skih territorij: novyj vzgljad na ocenku v kontekste prostranstvennoj lokalizacii [Sustainable rural development: a new perspective on assessment in the context of spatial localization]. Jekonomika regiona - Economy of the region, 19(3), 683-696. https://doi.org/10.17059/ekon.reg.2023-3-6 [in Russian]</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Hernández-López, E. Revitalizing rural areas: A review of vivacity indicators and the potential of generative AI in rural development analysis / E.Hernández-López, L.Martínez-Carrasco, M.Brugarolas // Journal of Rural Studies.- 2026.- Volume 122.- 103957. https://doi.org/10.1016/j.jrurstud.2025.103957.</mixed-citation><mixed-citation xml:lang="en">Hernández-López, E., Martínez-Carrasco, L., Brugarolas, M. (2026). Revitalizing rural areas: A review of vivacity indicators and the potential of generative AI in rural development analysis. Journal of Rural Studies, 122, 103957. https://doi.org/10.1016/j.jrurstud.2025.103957. [in English]</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>
