<?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">mir</journal-id><journal-title-group><journal-title xml:lang="ru">МИР (Модернизация. Инновации. Развитие)</journal-title><trans-title-group xml:lang="en"><trans-title>MIR (Modernization. Innovation. Research)</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2079-4665</issn><issn pub-type="epub">2411-796X</issn><publisher><publisher-name>School of Public Administration</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18184/2079-4665.2026.17.1.39-59</article-id><article-id custom-type="elpub" pub-id-type="custom">mir-2130</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>МОДЕРНИЗАЦИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MODERNIZATION</subject></subj-group></article-categories><title-group><article-title>Трансформация исследовательского ландшафта мезоуровня экономики: систематический библиометрический обзор</article-title><trans-title-group xml:lang="en"><trans-title>Transformation of the meso-level research landscape in economics: A systematic bibliometric review</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3884-4500</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Раменская</surname><given-names>Л. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Ramenskaya</surname><given-names>L. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Раменская Людмила Александровна, кандидат экономических наук, доцент; доцент кафедры корпоративной экономики и управления бизнесом </p><p>Scopus ID: 58754267400 </p><p>Екатеринбург</p></bio><bio xml:lang="en"><p>Lyudmila A. Ramenskaya, Candidate of Economic Sciences, Associate Professor, Associate Professor of the Department of Corporate Economics and Business Management</p><p>Scopus ID: 58754267400 </p><p>Yekaterinburg </p></bio><email xlink:type="simple">ramen_lu@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Уральский государственный экономический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ural State University of Economics</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>03</month><year>2026</year></pub-date><volume>17</volume><issue>1</issue><fpage>39</fpage><lpage>59</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Раменская Л.А., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Раменская Л.А.</copyright-holder><copyright-holder xml:lang="en">Ramenskaya L.A.</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.mir-nayka.com/jour/article/view/2130">https://www.mir-nayka.com/jour/article/view/2130</self-uri><abstract><p>Цель статьи – актуализировать теоретико-методологический базис мезоэкономических исследований на основе проведения систематического библиометрического анализа, направленного на выявление и структуризацию ключевых тематических направлений.</p><sec><title>Методы</title><p>Методы. В работе применен систематический библиометрический анализ с использованием инструмента VOSviewer для построения терминологических карт, кластеризации данных и анализа динамики тематик. Исследование базируется на выборке публикаций из базы данных Scopus (2008–2025 гг.), отфильтрованных по упоминанию мезоуровня экономики. Методология включает ретроспективный анализ развития концепции мезоуровня, идентификацию центральных терминов, кластерный анализ терминологических полей.</p></sec><sec><title>Результаты работы</title><p>Результаты работы. Определен контекст развития исследований мезоуровня экономики. Выявлено 8 тематических кластеров, отражающих сдвиг исследовательской повестки от статичных структур к динамическим трансформациям, приоритетность поиска прикладных управленческих инструментов над теоретическими. Установлена центральная роль концепции устойчивого развития с акцентом на экологическую составляющую, инструментом реализации которой выступает цифровая трансформация. Определены ключевые лакуны: слабая концептуализация интеграционных форм, недостаточный учет социально-демографических и геополитических факторов. Обоснована необходимость дополнения традиционных подходов стейкхолдерским, поскольку гармонизация интересов участников является критически важной для решения прикладных задач на мезоуровне. В контексте стейкхолдерского подхода мезоуровень экономики может быть определен как динамическое пространство гармонизации интересов и ресурсов заинтересованных сторон, направленное на повышение эффективности межорганизационного взаимодействия.</p></sec><sec><title>Выводы</title><p>Выводы. Проведенный анализ подтверждает целесообразность исследования мезоуровня экономики для решения задач адаптации к глобальным кризисам и практической реализации принципов устойчивого развития. При этом для исследования мезоуровня целесообразно использовать сочетание различных исследовательских подходов. Перспективные направления исследований включают разработку строгого концептуального аппарата для интеграционных форм развития бизнеса.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Purpose</title><p>Purpose: to update the methodological foundation of meso-level economics research through a systematic bibliometric analysis that identifies and structures its key thematic areas and theoretical and methodological approaches.</p></sec><sec><title>Methods</title><p>Methods: the paper employs a systematic bibliometric analysis using the VOSviewer tool to construct terminological maps, cluster data and analyse the dynamics of topics. The present study is grounded in a selection of publications from the Scopus database (2008–2025), which have been filtered by mention of the meso-level of economy. The methodology encompasses a retrospective analysis of the mesolevel concept evolution, the identification of central terms, and the application of а cluster analysis to terminological domains.</p></sec><sec><title>Results</title><p>Results: the context of the development of meso-level economics research is defined. Eight thematic clusters reveal a paradigm shift: from static structures to dynamic transformations, and from theoretical to applied management tools. The sustainable development agenda – particularly its environmental dimension - emerges as central, enabled by digital transformation. Critical gaps include: (1) weak conceptualization of integration forms, and (2) insufficient attention to socio-demographic and geopolitical factors. Stakeholder approaches are essential for harmonizing interests in quasi-integrated structures. The meso-level is redefined as a dynamic space for harmonizing stakeholder interests and resources to enhance interorganizational efficiency.</p><p>Conclusions and Relevance: the meso-level confirms its role as a pivotal adaptation space for global crises and sustainability. Methodological pluralism and deeper theoretical integration are imperative. The future research should prioritize developing rigorous conceptual frameworks for business integration forms.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>мезоуровень</kwd><kwd>библиометрический анализ</kwd><kwd>методология</kwd><kwd>экосистемы</kwd><kwd>кластерный анализ</kwd></kwd-group><kwd-group xml:lang="en"><kwd>meso-level</kwd><kwd>bibliometric analysis</kwd><kwd>methodology</kwd><kwd>ecosystems</kwd><kwd>cluster analysis</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">Полтерович В.М. Кризис экономической теории // Экономическая наука современной России. 1998. № 1. С. 46–66. EDN: https://elibrary.ru/ijmvaj</mixed-citation><mixed-citation xml:lang="en">Polterovich V.M. Crisis of economics. Economics of Contemporary Russia. 1998; (1):46–66. EDN: https://elibrary.ru/ijmvaj (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Давар Э. Кризис экономической науки: причины и выход // Terra Economicus. 2015. Т. 13. № 2. С. 73–83. EDN: https://elibrary.ru/udqukf</mixed-citation><mixed-citation xml:lang="en">Davar E. Crisis of economic science: Causes and remedy. Terra Economicus. 2015; 13(2):73–83. EDN: https://elibrary.ru/udqukf (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Dopfer K., Foster J., Potts J. Micro – meso – macro // Journal of Evolutionary Economics. 2004. Vol. 14. Iss. 3. P. 263–279. https://doi.org/10.1007/s00191-004-0193-0</mixed-citation><mixed-citation xml:lang="en">Dopfer K., Foster J., Potts J. Micro – meso – macro. Journal of Evolutionary Economics. 2004; 14(3):263–279. https://doi.org/10.1007/s00191-004-0193-0 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Мезоэкономика развития / под ред. Г.Б. Клейнера; ЦЭМИ РАН. М.: Академический научно-издательский, производственно-полиграфический и книгораспространительский центр «Наука», 2011. 804 с. EDN: https://elibrary.ru/quxyjr</mixed-citation><mixed-citation xml:lang="en">Mesoeconomics of development. Ed. by G.B. Kleiner; Central Economics and Mathematics Institute RAS. Moscow: Nauka Publ., 2011. 804 p. EDN: https://elibrary.ru/quxyjr (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Клейнер Г.Б. Экономика экосистем: шаг в будущее // Экономическое возрождение России. 2019. № 1(59). С. 40–45. EDN: https://elibrary.ru/yyiulj</mixed-citation><mixed-citation xml:lang="en">Kleiner G.B. Ecosystem economy: step into the future. Economic Revival of Russia. 2019; (1(59)):40–45. EDN: https://elibrary.ru/yyiulj (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Тарануха Ю.В. Станет ли мезоэкономика новым направлением в экономической теории? // Вестник Санкт-Петербургского университета. Экономика. 2022. Т. 38. № 2. С. 259–284. EDN: https://elibrary.ru/jjcozi. https://doi.org/10.21638/spbu05.2022.205</mixed-citation><mixed-citation xml:lang="en">Taranukha Yu.V. Will mesoeconomics become a new direction in economic theory? St Petersburg University Journal of Economic Studies. 2022; 38(2):259–284. EDN: https://elibrary.ru/jjcozi. https://doi.org/10.21638/spbu05.2022.205 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Маевский В.И., Кирдина-Чэндлер С.Г., Волынский А.И., Круглова М.С., Менар К., Шаститко А.Е., Кошовец О.Б. и др. Мезоэкономика: элементы новой парадигмы. М.: Институт экономики Российской академии наук, 2020. 392 с. EDN: https://elibrary.ru/rakjzp</mixed-citation><mixed-citation xml:lang="en">Maevsky V.I., Kirdina-Chandler S.G., Volynsky A.I., Kruglova M.S., Ménard C., Shastitko A.E., Koshovets O.B. et al. Mesoeconomics: Elements of a new paradigm. Moscow: Institute of Economics of the Russian Academy of Sciences, 2020. 392 p. EDN: https://elibrary.ru/rakjzp (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Klir G.J. Facets of systems science. New York: Springer, 2013. 740 р. https://doi.org/10.1007/978-1-4615-1331-5</mixed-citation><mixed-citation xml:lang="en">Klir G.J. Facets of systems science. New York: Springer, 2013. 740 р. https://doi.org/10.1007/978-1-4615-1331-5 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Кирдина-Чэндлер С.Г. Мезоэкономика и экономика сложности: актуальный выход за пределы ортодоксии // Журнал институциональных исследований. 2018. Т. 10. № 3. С. 6–17. EDN: https://elibrary.ru/yawsbn. https://doi.org/10.17835/2076-6297.2018.10.3.006-017</mixed-citation><mixed-citation xml:lang="en">Kirdina-Chandler S.G. Mesoeconomics and complexity economics: going beyond the limits of economic orthodoxy. Journal of Institutional Studies. 2018; 10(3):6–17. https://elibrary.ru/yawsbn. https://doi.org/10.17835/2076-6297.2018.10.3.006-017 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Stiglitz J.E. The great divide: unequal societies and what we can do about them. New York: WW Norton and Company. 2015. 464 p. URL: https://archive.org/details/greatdivideunequ0000stig_y7f7 (дата обращения: 01.03.2025)</mixed-citation><mixed-citation xml:lang="en">Stiglitz J.E. The great divide: unequal societies and what we can do about them. New York: WW Norton and Company, 2015. 464 p. URL: https://archive.org/details/greatdivideunequ0000stig_y7f7 (accessed: 01.03.2025) (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Porter M.E. Clusters and the new economics of competition // Harvard Business Review. 1998. Vol. 76. Iss. 6. P. 77–90. URL: https://www.hbs.edu/faculty/Pages/item.aspx?num=46852 (дата обращения: 02.03.2025)</mixed-citation><mixed-citation xml:lang="en">Porter M.E. Clusters and the new economics of competition. Harvard Business Review. 1998; 76(6):77–90. URL: https://www.hbs.edu/faculty/Pages/item.aspx?num=46852 (accessed: 02.03.2025) (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Срничек Н. Капитализм платформ: монография. М.: НИУ ВШЭ, 2019. 128 с. EDN: https://elibrary.ru/vrpyez</mixed-citation><mixed-citation xml:lang="en">Srnicek N. Platform capitalism. Monograph. Moscow: National Research University "Higher School of Economics", 2019. 128 p. EDN: https://elibrary.ru/vrpyez (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Elsner W. Why meso? On "aggregation" and "emergence", and why and how the meso level is essential in social economics // Forum for Social Economics. 2007. Vol. 36. Iss. 1. P. 1–16. https://doi.org/10.1007/s12143-007-0001-3</mixed-citation><mixed-citation xml:lang="en">Elsner W. Why meso? On "aggregation" and "emergence", and why and how the meso level is essential in social economics. Forum for Social Economics. 2007; 36(1):1–16. https://doi.org/10.1007/s12143-007-0001-3 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Wittfogel K.A. Agrarian problems and the Moscow-peking axis // Slavic Review. 1962. Vol. 21. Iss. 4. P. 678–698. https://doi.org/10.2307/3000581</mixed-citation><mixed-citation xml:lang="en">Wittfogel K. A. Agrarian problems and the Moscow-peking axis. Slavic Review. 1962; 21(4):678-698. https://doi.org/10.2307/3000581 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Cole A.H. Meso-economics: A contribution from entrepreneurial history // Explorations in Entrepreneurial History. 1968. Vol. 6. Iss. 1. P. 3–33. URL: https://www.proquest.com/openview/b03634264f5981f6c73013c9afadbd6a/1?pq-origsite=gscholar&amp;cbl=1819326 (дата обращения: 02.03.2025)</mixed-citation><mixed-citation xml:lang="en">Cole A.H. Meso-economics: A contribution from entrepreneurial history. Explorations in Entrepreneurial History. 1968; 6(1):3–33. URL: https://www.proquest.com/openview/b03634264f5981f6c73013c9afadbd6a/1?pq-origsite=gscholar&amp;cbl=1819326 (accessed: 02.03.2025) (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Lambooy J.G. Meso-economics and organizational ecology // In: Infrastructure and the Space-Economy. Ed. by K. Peschel. Berlin: Springer, 1990. P. 254–273. https://doi.org/10.1007/978-3-642-75571-2_15</mixed-citation><mixed-citation xml:lang="en">Lambooy J.G. Meso-economics and organizational ecology. In: Infrastructure and the Space-Economy. Ed. by K. Peschel. Berlin: Springer, 1990. P. 254–273. https://doi.org/10.1007/978-3-642-75571-2_15 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Гареев Т.Р. Институты и экономическое развитие на субрегиональном (мезо-) уровне // Общественные науки и современность. 2010. № 5. С. 45–58. EDN: https://elibrary.ru/muqzfb</mixed-citation><mixed-citation xml:lang="en">Gareev T.R. Institutions and economic development at the sub-regional level. Social Sciences and Contemporary World. 2010; (5):45–58. EDN: https://elibrary.ru/muqzfb (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Ng Y.-K. Business confidence and depression prevention: A mesoeconomic perspective // The American Economic Review. 1992. Vol. 82. Iss. 2. P. 365–371. URL: https://www.jstor.org/stable/2117429 (дата обращения: 02.06.2025)</mixed-citation><mixed-citation xml:lang="en">Ng Y.-K. Business confidence and depression prevention: A mesoeconomic perspective. The American Economic Review. 1992; 82(2):365–371. URL: https://www.jstor.org/stable/2117429 (accessed: 02.06.2025) (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Stewart F. Can adjustment programmes incorporate the interests of women? // In: Women and Adjustment Policies in the Third World. Ed. by H. Afshar, C. Dennis. London: Palgrave Macmillan, 1992. P. 13–45. https://doi.org/10.1007/978-1-349-11961-5_2</mixed-citation><mixed-citation xml:lang="en">Stewart F. Can adjustment programmes incorporate the interests of women? In: Women and Adjustment Policies in the Third World. Ed. by H. Afshar, C. Dennis. London: Palgrave Macmillan, 1992. P. 13–45. https://doi.org/10.1007/978-1-349-11961-5_2 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Menard C. Meso-institutions: The variety of regulatory arrangements in the water sector // Utilities Policy. 2017. Vol. 49. P. 6–19. https://doi.org/10.1016/j.jup.2017.05.001</mixed-citation><mixed-citation xml:lang="en">Menard C. Meso-institutions: The variety of regulatory arrangements in the water sector. Utilities Policy. 2017; 49:6–19. https://doi.org/10.1016/j.jup.2017.05.001 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Волынский А.И., Гареев Т.Р., Дементьев В.Е., Дерябина М.А., Камко Е.В., Кирдина-Чэндлер С.Г. и др. Мезоэкономика: состояние и перспективы. Коллективная монография. М.: Институт экономики РАН, 2018. 314 с. EDN: https://elibrary.ru/yxgfit</mixed-citation><mixed-citation xml:lang="en">Volynskii A.I., Gareev T.R., Dementiev V.E., Deryabina M.A., Kamko E.V., Kirdina-Chandler S.G. et al. Mesoeconomics: State and prospects. Moscow: Institute of Economics of the Russian Academy of Sciences, 2018. 314 p. EDN: https://elibrary.ru/yxgfit (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Волынский А.И. Мезоуровень в экономических исследованиях: необходимость или будущая жертва бритвы Оккама? // Актуальные проблемы экономики и права. 2020. Т. 14. № 4. С. 667–682. EDN: https://elibrary.ru/obeqbq. https://doi.org/10.21202/1993-047X.14.2020.4.667-682</mixed-citation><mixed-citation xml:lang="en">Volynskii A.I. Mesolevel in economic research: necessity or a future price for Ockham’s razor? Actual Problems of Economics and Law. 2020; 14(4):667–682. EDN: https://elibrary.ru/obeqbq. https://doi.org/10.21202/1993-047X.14.2020.4.667-682 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Mazzoni C. The Micro, meso, and macro relationships in economic thought and “Turning Points” // In: Firms, Industries, Markets. Palgrave Macmillan, 2024. P. 49–79. https://doi.org/10.1007/978-3-031-59823-4_3</mixed-citation><mixed-citation xml:lang="en">Mazzoni C. The Micro, meso, and macro relationships in economic thought and "Turning Points". In: Firms, Industries, Markets. Palgrave Macmillan, 2024. P. 49–79. https://doi.org/10.1007/978-3-031-59823-4_3 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Демьяненко А.Н. Мезоэкономика... теперь развития (заметки на полях книги «Мезоэкономика развития») // Пространственная экономика. 2013. № 1. С. 144–170. EDN: https://elibrary.ru/sbppff</mixed-citation><mixed-citation xml:lang="en">Demyanenko A.N. Mesoeconomics... Is now about development (notes on the margins of the book "Mesoeconomics of development"). Spatial Economics. 2013; (1):144–170. EDN: https://elibrary.ru/sbppff (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Бартов О.Б., Третьякова Е.А. Мезоуровневая модель влияния информационно-коммуникационных ресурсов на экономическое развитие российских регионов // Экономика региона. 2021. Т. 17. №. 2. С. 402–417. EDN: https://elibrary.ru/femydr. https://doi.org/10.17059/ekon.reg.2021-2-4</mixed-citation><mixed-citation xml:lang="en">Bartov O.B., Tretyakova E.A. Meso-level model of the effect of information and communication resources on the economic development of Russian regions. Economy of Regions. 2021; 17(2):402–417. EDN: https://elibrary.ru/femydr. https://doi.org/10.17059/ekon.reg.2021-2-4 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Круглова М.С. Мезоэкономическая теория в англоязычной научной литературе // Журнал институциональных исследований. 2017. Т. 9. № 3. С. 24–35. EDN: https://elibrary.ru/zhyvzh. https://doi.org/10.17835/2076-6297.2017.9.3.024-035</mixed-citation><mixed-citation xml:lang="en">Kruglova M.S. Mesoeconomic theory in english-scientific literature. Journal of Institutional Studies. 2017; 9(3):24–35. EDN: https://elibrary.ru/zhyvzh. https://doi.org/10.17835/2076-6297.2017.9.3.024-035 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Волынский А.И., Круглова М.С. Мезоэкономика: российский и зарубежный взгляд // В сб.: Гетеродоксия versus экономический редукционизм: микро-, мезо-, макро. М.: ИЭ РАН, 2018. С. 195–196. EDN: https://elibrary.ru/lzjnsx</mixed-citation><mixed-citation xml:lang="en">Volynskii A.I., Kruglova M.S. Mesoeconomics: Russian and foreign view. In: Heterodoxy versus economic reductionism: micro-, meso-, macro. Moscow: Institute of Economics RAS, 2018. Р. 195–196. EDN: https://elibrary.ru/lzjnsx (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Dopfer K. The origins of meso economics // Journal of Evolutionary Economics. 2012. Vol. 22. Iss. 1. P. 133–160. https://doi.org/10.1007/s00191-011-0218-4</mixed-citation><mixed-citation xml:lang="en">Dopfer K. The origins of meso economics. Journal of Evolutionary Economics. 2012; 22(1):133–160. https://doi.org/10.1007/s00191-011-0218-4 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Elsner W., Heinrich T. A simple theory of "meso". On the co-evolution of institutions and platform size – With an application to varieties of capitalism and "medium-sized" countries // The Journal of Socio-Economics. 2009. Vol. 38. Iss. 5. P. 843–858. https://doi.org/10.1016/j.socec.2009.05.001</mixed-citation><mixed-citation xml:lang="en">Elsner W., Heinrich T. A simple theory of "meso". On the co-evolution of institutions and platform size – With an application to varieties of capitalism and "medium-sized" countries. The Journal of Socio-Economics. 2009; 38(5):843–858. https://doi.org/10.1016/j.socec.2009.05.001 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Волынский А.И. Мезоуровень как объект исследования в экономической литературе современной России // Журнал институциональных исследований. 2017. Т. 9. № 3. С. 36–49. EDN: https://elibrary.ru/zhyvzr. https://doi.org/10.17835/2076-6297.2017.9.3.036-049</mixed-citation><mixed-citation xml:lang="en">Volynskii A.I. Mesolevel as object of research in the scientific economic literature of contemporary Russia. Journal of Institutional Studies. 2017; 9(3):36–49. EDN: https://elibrary.ru/zhyvzr. https://doi.org/10.17835/2076-6297.2017.9.3.036-049 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Elsner W. Complexity economics as heterodoxy: Theory and policy // Journal of Economic Issues. 2017. Vol. 51. Iss. 4. P. 939–978. https://doi.org/10.1080/00213624.2017.1391570</mixed-citation><mixed-citation xml:lang="en">Elsner W. Complexity economics as heterodoxy: Theory and policy. Journal of Economic Issues. 2017; 51(4):939–978. https://doi.org/10.1080/00213624.2017.1391570 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Клейнер Г.Б. Мезоэкономические проблемы российской экономики // Экономический вестник Ростовского государственного университета. 2003. Т. 1. № 2. С. 11–18. EDN: https://elibrary.ru/hspwen</mixed-citation><mixed-citation xml:lang="en">Kleyner G.B. Mezoeconomical problems of Russian economics. Economic Herald of Rostov State University. 2003; 1(2):11–18. EDN: https://elibrary.ru/hspwen (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Van Eck N.J., Waltman L. Visualizing bibliometric networks // In: Measuring Scholarly Impact. Ed. by Ding Y., Rousseau R., Wolfram D. Springer, 2014. P. 285–320. https://doi.org/10.1007/978-3-319-10377-8_13</mixed-citation><mixed-citation xml:lang="en">Van Eck N.J., Waltman L. Visualizing bibliometric networks. In: Measuring Scholarly Impact. Ed. by Ding Y., Rousseau R., Wolfram D. Springer, 2014. P. 285–320. https://doi.org/10.1007/978-3-319-10377-8_13 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Bascur J.P., Verberne S., Van Eck N.J., Waltman L. Which topics are best represented by science maps? An analysis of clustering effectiveness for citation and text similarity networks // Scientometrics. 2025. Vol. 130. P. 1181–1199. https://doi.org/10.1007/s11192-024-05218-6</mixed-citation><mixed-citation xml:lang="en">Bascur J.P. Verberne S., Van Eck N.J., Waltman L. Which topics are best represented by science maps? An analysis of clustering effectiveness for citation and text similarity networks. Scientometrics. 2025; 130:1181– 1199. https://doi.org/10.1007/s11192-024-05218-6 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Bukar U.A., Sayeed M.S., Razak S.F.A., Yogarayan S., Amodu О.A., Mahmood R.A.R. A method for analyzing text using VOSviewer // MethodsX. 2023. Vol. 11. P. 102339. https://doi.org/10.1016/j.mex.2023.102339</mixed-citation><mixed-citation xml:lang="en">Bukar U.A., Sayeed M.S., Razak S.F.A., Yogarayan S., Amodu О.A., Mahmood R.A.R. A method for analyzing text using VOSviewer. MethodsX. 2023; 11:102339. https://doi.org/10.1016/j.mex.2023.102339 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Zupic I., Čater T. Bibliometric methods in management and organization // Organizational Research Methods. 2015. Vol. 18. Iss. 3. P. 429–472. https://doi.org/10.1177/1094428114562629</mixed-citation><mixed-citation xml:lang="en">Zupic I., Čater T. Bibliometric methods in management and organization. Organizational Research Methods. 2015; 18(3):429–472. https://doi.org/10.1177/1094428114562629 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Leydesdorff L., Rafols I., Chen C. Interactive overlays of journals and the measurement of interdisciplinarity on the basis of aggregated journal–journal citations // Journal of the American Society for Information Science. 2013. Vol. 64. Iss. 12. P. 2573–2586. https://doi.org/10.1002/asi.22946</mixed-citation><mixed-citation xml:lang="en">Leydesdorff L. Rafols I., Chen C. Interactive overlays of journals and the measurement of interdisciplinarity on the basis of aggregated journal–journal citations. Journal of the American Society for Information Science. 2013; 64(12):2573–2586. https://doi.org/10.1002/asi.22946 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Glänzel W., Thijs B. Using hybrid methods and "core documents" for the representation of clusters and topics: the astronomy dataset // Scientometrics. 2017. Vol. 111. P. 1071–1087. https://doi.org/10.1007/s11192-017-2301-6</mixed-citation><mixed-citation xml:lang="en">Glänzel W., Thijs B. Using hybrid methods and "core documents" for the representation of clusters and topics: the astronomy dataset. Scientometrics. 2017; 111:1071–1087. https://doi.org/10.1007/s11192-017-2301-6 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Lu W., Liu Z., Huang Y., Bu Y., Li X., Cheng Q. How do authors select keywords? A preliminary study of author keyword selection behavior // Journal of Informetrics. 2020. Vol. 14. Iss. 4. P. 101066. https://doi.org/10.1016/j.joi.2020.101066</mixed-citation><mixed-citation xml:lang="en">Lu W., Liu Z., Huang Y., Bu Y., Li X., Cheng Q. How do authors select keywords? A preliminary study of author keyword selection behavior. Journal of Informetrics. 2020; 14(4):101066. https://doi.org/10.1016/j.joi.2020.101066 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Morioka S.N., de Carvalho M.M. A systematic literature review towards a conceptual framework for integrating sustainability performance into business // Journal of Cleaner Production. 2016. Vol. 136. Part A. P. 134–146. https://doi.org/10.1016/j.jclepro.2016.01.104</mixed-citation><mixed-citation xml:lang="en">Morioka S.N., de Carvalho M.M. A systematic literature review towards a conceptual framework for integrating sustainability performance into business. Journal of Cleaner Production. 2016; 136(А):134–146. https://doi.org/10.1016/j.jclepro.2016.01.104 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Waltman L., Van Eck N.J., Noyons E.C.M. A unified approach to mapping and clustering of bibliometric networks // Journal of Informetrics. 2010. Vol. 4. Iss. 4. P. 629–635. https://doi.org/10.1016/j.joi.2010.07.002</mixed-citation><mixed-citation xml:lang="en">Waltman L., van Eck N.J., Noyons E.C.M. A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics. 2010; 4(4):629–635. https://doi.org/10.1016/j.joi.2010.07.002 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Melander L., Arvidsson A. Green innovation networks: A research agenda // Journal of Cleaner Production. 2022. Vol. 357. P. 131926. https://doi.org/10.1016/j.jclepro.2022.131926</mixed-citation><mixed-citation xml:lang="en">Melander L., Arvidsson A. Green innovation networks: A research agenda. Journal of Cleaner Production. 2022; 357:131926. https://doi.org/10.1016/j.jclepro.2022.131926 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Möller K., Nenonen S., Storbacka K. Networks, ecosystems, fields, market systems? Making sense of the business environment // Industrial Marketing Management. 2020. Vol. 90. P. 380–399. https://doi.org/10.1016/j.indmarman.2020.07.013</mixed-citation><mixed-citation xml:lang="en">Möller K., Nenonen S., Storbacka K. Networks, ecosystems, fields, market systems? Making sense of the business environment. Industrial Marketing Management. 2020; 90:380–399. https://doi.org/10.1016/j.indmarman.2020.07.013 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Vellesalu A., Hjelmgren D., Lind F. Circular product development from a multi-level perspective: Adaptations in business networks // Industrial Marketing Management. 2025. Vol. 128. P. 88–100. https://doi.org/10.1016/j.indmarman.2025.03.011</mixed-citation><mixed-citation xml:lang="en">Vellesalu A., Hjelmgren D., Lind F. Circular product development from a multi-level perspective: Adaptations in business networks. Industrial Marketing Management. 2025; 128:88–100. https://doi.org/10.1016/j.indmarman.2025.03.011 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Clemens V., Wilden R., Akaka M.A., Foege J.N., Nüesch S. Multi-level value creation in the sharing economy: A configurational co-creation approach to business model development // Industrial Marketing Management. 2025. Vol. 125. P. 272–289. https://doi.org/10.1016/j.indmarman.2025.01.003</mixed-citation><mixed-citation xml:lang="en">Clemens V., Wilden R., Akaka M.A., Foege J.N., Nüesch S. Multi-level value creation in the sharing economy: A configurational co-creation approach to business model development. Industrial Marketing Management. 2025; 125:272–289. https://doi.org/10.1016/j.indmarman.2025.01.003 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Zhu B., Nguyen M., Siri N.S., Malik A. Towards a transformative model of circular economy for SMEs // Journal of Business Research. 2022. Vol. 144. P. 545–555. https://doi.org/10.1016/j.jbusres.2022.01.093</mixed-citation><mixed-citation xml:lang="en">Zhu B., Nguyen M., Siri N.S., Malik A. Towards a transformative model of circular economy for SMEs. Journal of Business Research. 2022; 144:545–555. https://doi.org/10.1016/j.jbusres.2022.01.093 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Yu B. The impact of the internet on industrial green productivity: Evidence from China // Technological Forecasting and Social Change. 2022. Vol. 177. P. 121527. https://doi.org/10.1016/j.techfore.2022.121527</mixed-citation><mixed-citation xml:lang="en">Yu B. The impact of the internet on industrial green productivity: Evidence from China. Technological Forecasting and Social Change. 2022; 177:121527. https://doi.org/10.1016/j.techfore.2022.121527 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Tang C., Xue Y., Wu H., Irfan M., Hao Y. How does telecommunications infrastructure affect eco-efficiency? Evidence from a quasi-natural experiment in China // Technology in Society. 2022. Vol. 69. P. 101963. https://doi.org/10.1016/j.techsoc.2022.101963</mixed-citation><mixed-citation xml:lang="en">Tang C., Xue Y., Wu H., Irfan M., Hao Y. How does telecommunications infrastructure affect eco-efficiency? Evidence from a quasi-natural experiment in China. Technology in Society. 2022; 69:101963. https://doi.org/10.1016/j.techsoc.2022.101963 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Kouhizadeh M., Zhu Q., Sarkis J. Chapter 4: Circular economy performance evaluation with blockchain technology // In: Environmentally responsible supply chains in an era of digital transformation. Research developments and future prospects. Edward Elgar Publishing, 2024. P. 58–78. https://doi.org/10.4337/9781803920207.00009</mixed-citation><mixed-citation xml:lang="en">Kouhizadeh M., Zhu Q., Sarkis J. Chapter 4: Circular economy performance evaluation with blockchain technology. In: Environmentally responsible supply chains in an era of digital transformation. Research developments and future prospects. Edward Elgar Publishing, 2024. P. 58–78. https://doi.org/10.4337/9781803920207.00009 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Anastasiadis F., Apostolidou I., Tsolakis N. Challenges and opportunities of supply chain traceability: insights from emergent agri-food sector // Supply Chain Management: An International Journal. 2025. Vol. 30. Iss. 1. P. 106–126. https://doi.org/10.1108/SCM-05-2024-0322</mixed-citation><mixed-citation xml:lang="en">Anastasiadis F., Apostolidou I., Tsolakis N. Challenges and opportunities of supply chain traceability: insights from emergent agri-food sector. Supply Chain Management: An International Journal. 2025; 30(1):106–126. https://doi.org/10.1108/SCM-05-2024-0322 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Wang Y., Shi M., Liu J., Zhong M., Ran R. The impact of digital-real integration on energy productivity under a multi-governance framework: The mediating role of AI and embodied technological progress // Energy Economics. 2025. Vol. 142. P. 108167. https://doi.org/10.1016/j.eneco.2024.108167</mixed-citation><mixed-citation xml:lang="en">Wang Y., Shi M., Liu J., Zhong M., Ran R. The impact of digital-real integration on energy productivity under a multi-governance framework: The mediating role of AI and embodied technological progress. Energy Economics. 2025; 142:108167. https://doi.org/10.1016/j.eneco.2024.108167 (In Eng.)</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>
