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<article 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" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">Digital Economy &amp; Innovations</journal-id><journal-title-group><journal-title xml:lang="en">Digital Economy &amp; Innovations</journal-title><trans-title-group xml:lang="ru"><trans-title>Цифровая экономика и инновации</trans-title></trans-title-group></journal-title-group><issn publication-format="print">3034-2074</issn><issn publication-format="electronic">3034-4204</issn><publisher><publisher-name xml:lang="en">Togliatti State University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">883</article-id><article-id pub-id-type="doi">10.18323/3034-2074-2025-3-62-3</article-id><article-categories><subj-group subj-group-type="toc-heading" xml:lang="en"><subject>Articles</subject></subj-group><subj-group subj-group-type="toc-heading" xml:lang="ru"><subject>Статьи</subject></subj-group><subj-group subj-group-type="article-type"><subject>Research Article</subject></subj-group></article-categories><title-group><article-title xml:lang="en">Technological innovations and premature deindustrialization: evidence from middle-income countries</article-title><trans-title-group xml:lang="ru"><trans-title>Технологические инновации и преждевременная деиндустриализация: пример стран со средним уровнем дохода</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-2665-7616</contrib-id><name-alternatives><name xml:lang="en"><surname>Tsafack Miafo</surname><given-names>Dieubenit</given-names></name><name xml:lang="ru"><surname>Цафак Миафо</surname><given-names>Дойбенит</given-names></name></name-alternatives><address><country country="CM">Cameroon</country></address><bio xml:lang="en"><p>doctoral student, Dschang School of Economics and Management</p></bio><bio xml:lang="ru"><p>докторант, факультет экономики и менеджмента</p></bio><email>Dieubenit.tsafack@univ-dschang.org</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Noula</surname><given-names>Armand Gilbert</given-names></name><name xml:lang="ru"><surname>Ноула</surname><given-names>Арманд Гилберт</given-names></name></name-alternatives><address><country country="CM">Cameroon</country></address><bio xml:lang="en"><p>Associate Professor, Dschang School of Economics and Management</p></bio><bio xml:lang="ru"><p>доцент, факультет экономики и менеджмента</p></bio><email>armandgilbert@yahoo.fr</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Bondoma</surname><given-names>Yokono Dieudonné</given-names></name><name xml:lang="ru"><surname>Бондома</surname><given-names>Йоконо Дойдонне</given-names></name></name-alternatives><address><country country="CM">Cameroon</country></address><bio xml:lang="en"><p>Associate Professor, Faculty of Economics and Management</p></bio><bio xml:lang="ru"><p>доцент, факультет экономики и менеджмента</p></bio><email>dbondoma@yahoo.fr</email><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2854-4371</contrib-id><name-alternatives><name xml:lang="en"><surname>Ghamsi</surname><given-names>Deffo Salomon Leroy</given-names></name><name xml:lang="ru"><surname>Гамси</surname><given-names>Деффо Саломон Лерой</given-names></name></name-alternatives><address><country country="CM">Cameroon</country></address><bio xml:lang="en"><p>PhD, Dschang School of Economics and Management</p></bio><bio xml:lang="ru"><p>доктор наук, факультет экономики и менеджмента</p></bio><email>lavoidef@gmail.com</email><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">University of Dschang</institution></aff><aff><institution xml:lang="ru">Университет Дшанг</institution></aff></aff-alternatives><aff-alternatives id="aff2"><aff><institution xml:lang="en">University of Yaounde II</institution></aff><aff><institution xml:lang="ru">Университет Яунде 2</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2025-10-01" publication-format="electronic"><day>01</day><month>10</month><year>2025</year></pub-date><issue>3</issue><issue-title xml:lang="en"/><issue-title xml:lang="ru"/><fpage>31</fpage><lpage>50</lpage><history><date date-type="received" iso-8601-date="2025-09-30"><day>30</day><month>09</month><year>2025</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2025, Tsafack Miafo D., Noula A.G., Bondoma Yo.D., Ghamsi D.S.L.</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2025, Цафак Миафо Д., Ноула А.Г., Бондома Й.Д., Гамси Д.С.Л.</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="en">Tsafack Miafo D., Noula A.G., Bondoma Yo.D., Ghamsi D.S.L.</copyright-holder><copyright-holder xml:lang="ru">Цафак Миафо Д., Ноула А.Г., Бондома Й.Д., Гамси Д.С.Л.</copyright-holder><ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/"/><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by/4.0</ali:license_ref></license></permissions><self-uri xlink:href="https://vektornaukieconomika.ru/jour/article/view/883">https://vektornaukieconomika.ru/jour/article/view/883</self-uri><abstract xml:lang="en"><p>Premature deindustrialization (PDI) has emerged as a critical challenge for middle-income countries amidst rapid technological innovations and globalization. This study explores how technological innovations (TI), measured by patent applications, influence PDI across 89 middle-income countries from 1980–2022. A novel composite index, integrating income levels and manufacturing sector contributions (value-added and employment shares), is developed to quantify PDI. Employing robust econometric techniques, including Ordinary Least Squares (OLS) with Oster’s stability test and Instrumental Variable Generalized Method of Moments (IV-GMM), we find that TI significantly reduces PDI’s likelihood. These results, consistent across subsamples and multiple robustness checks, underscore the pivotal role of innovation in fostering sustainable industrial growth. This research offers critical insights for policymakers aiming to balance technological advancement with industrial development in middle-income economies.</p></abstract><trans-abstract xml:lang="ru"><p>Преждевременная деиндустриализация в условиях быстрого развития технологических инноваций и глобализации стала критической проблемой для стран со средним уровнем дохода. В данном исследовании рассматривается влияние технологических инноваций, измеряемых патентными заявками, на преждевременную деиндустриализацию в 89 странах со средним уровнем дохода в период с 1980 по 2022 г. Для количественной оценки преждевременной деиндустриализации разработан принципиально новый составной индекс, объединяющий уровни доходов и вклад обрабатывающей промышленности (добавленную стоимость и долю занятости). Используя надежные эконометрические методы, включая метод наименьших квадратов (МНК) в сочетании с тестом на устойчивость Остер и подход инструментальных переменных обобщенного метода моментов (IV-GMM), мы обнаружили, что технологические инновации значительно снижают вероятность преждевременной деиндустриализации. Эти результаты, согласующиеся по всем подвыборкам и многократно проверенные на устойчивость, подчеркивают ключевую роль инноваций в содействии устойчивому промышленному росту. Исследование предлагает ценные идеи для законодателей, стремящихся сбалансировать технологический прогресс и промышленное развитие в странах со средним уровнем дохода.</p></trans-abstract><kwd-group xml:lang="en"><kwd>premature deindustrialization</kwd><kwd>technological innovations</kwd><kwd>structural transformation</kwd><kwd>middle-income countries</kwd><kwd>IV-GMM</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>преждевременная деиндустриализация</kwd><kwd>технологические инновации</kwd><kwd>структурная трансформация</kwd><kwd>страны со средним уровнем дохода</kwd><kwd>IV-GMM</kwd></kwd-group><funding-group/></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><citation-alternatives><mixed-citation xml:lang="en">Almeida R., Fernandes A.M. Openness and technological innovations in developing countries: evidence from firm-level surveys. The Journal of development studies, 2008, vol. 44, no. 5, pp. 701–727. 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