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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.4 20241031//EN" "https://jats.nlm.nih.gov/archiving/1.4/JATS-archive-oasis-article1-4-mathml3.dtd">
<article xmlns:ali="http://www.niso.org/schemas/ali/1.0/" 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" article-type="research-article" xml:lang="en"><front><journal-meta><issn publication-format="print">2411-1406</issn><issn publication-format="electronic">2411-1406</issn></journal-meta><article-meta><article-id pub-id-type="doi">10.17059/ekon.reg.2025-2-19</article-id><title-group xml:lang="en"><article-title>Spatial Scientometrics in Measuring the Geography  of Knowledge and Innovation: The Case of India</article-title></title-group><title-group xml:lang="ru"><article-title>Пространственная наукометрия в измерении географии знания и инноваций (на примере Индии)</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5155-2628</contrib-id><name-alternatives><name xml:lang="en"><surname>Mikhaylov</surname><given-names>Andrey </given-names></name><name xml:lang="ru"><surname>Михайлов</surname><given-names>Андрей Сергеевич </given-names></name></name-alternatives><email>mikhailov.andrey@yahoo.com</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Immanuel Kant Baltic Federal University</institution></aff><aff><institution xml:lang="ru">Балтийский федеральный университет им. И. Канта</institution></aff></aff-alternatives><aff-alternatives id="aff2"><aff><institution xml:lang="en">Institute of Geography of the RAS</institution></aff><aff><institution xml:lang="ru">Институт географии РАН</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2025-03-26" publication-format="electronic"/><volume>21</volume><issue>2</issue><fpage>530</fpage><lpage>547</lpage><history><date date-type="received" iso-8601-date="2024-11-01"/><date date-type="accepted" iso-8601-date="2025-01-13"/></history><permissions><copyright-statement xml:lang="ru">Copyright © 2025 Михайлов Андрей Сергеевич </copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Михайлов Андрей Сергеевич </copyright-holder><ali:free_to_read/><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><ali:license_ref>https://creativecommons.org/licenses/by/4.0/</ali:license_ref></license></permissions><self-uri content-type="html" mimetype="text/html" xlink:title="article webpage" xlink:href="https://www.economyofregions.org/ojs/index.php/er/article/view/1054">https://www.economyofregions.org/ojs/index.php/er/article/view/1054</self-uri><self-uri content-type="pdf" mimetype="application/pdf" xlink:title="article pdf" xlink:href="https://www.economyofregions.org/ojs/index.php/er/article/download/1054/438">https://www.economyofregions.org/ojs/index.php/er/article/download/1054/438</self-uri><abstract xml:lang="en"><p>The global landscape of science, technology, and innovation (STI) is increasingly shifting toward developing countries. China and India—two Asian economies with fast-growing innovation sectors—are at the forefront of this process, yet the regional dimension of their knowledge economies, especially in India, remains insufficiently studied. This article examines territorial and sectoral patterns of knowledge production and commercialization across Indian states, applying a spatial scientometric approach. The analysis draws on data from Scopus, Intellectual Property India, and the National Manufacturing Innovation Survey (2017–2022), aligned with India’s national development priorities. The study explores how regional scientific output relates to inventive and innovation activity. The results show a strong positive link between scientific productivity and both patenting and innovation, with a particularly strong connection between regional knowledge production and inventive activity. The strength of this link varies by field: the spatial distribution of patents closely aligns with publication centres in natural sciences, life sciences, and medicine, but shows the weakest association with arts and humanities. Innovation indicators—such as India’s Industrial Innovation Index and the number of innovative firms—are most strongly linked to output in life sciences and medicine as well as social sciences and management. These findings underscore the potential of scientometric indicators to complement traditional measures of innovation, particularly in data-scarce regional contexts. They offer empirical support for integrating bibliometric data into regional STI assessments and for forecasting innovation potential at the subnational level.
.</p></abstract><abstract xml:lang="ru"><p>География мировой науки, технологий и инноваций (НТИ) все больше смещается в сторону развивающихся стран как новых драйверов глобального экономического роста. На переднем крае находятся Китай и Индия — две азиатские экономики, демонстрирующие ускоренную инновационную динамику. Исследования экономики знаний на национальном уровне — не редкость, однако региональное измерение инноваций остается недостаточно изученным, особенно в отношении развивающихся стран. В статье определяются территориальные и отраслевые закономерности производства и коммерциализации научных знаний в штатах Индии. В исследовании использована методология пространственной наукометрии. Количественные данные получены из базы данных Скопус, Национального патентного ведомства и Национального обзора инноваций в обрабатывающей промышленности Индии. Временной период охватывает 2017–2022 гг. Это исследование вносит вклад в изучение взаимосвязи между наукой, технологиями и инновациями путем оценки влияния региональных научных публикаций на патенты и инновации. Обнаружена сильная положительная корреляция между научной производительностью индийских регионов и их изобретательской и инновационной активностью. Выявлено, что функция производства знаний региона сильнее связана с его изобретательской деятельностью, нежели инновационной, и дифференцирована по областям исследований. География патентования тесно увязана с центрами публикационной активности в области естественных наук, наук о жизни и медицины, и наименее —в области искусства и гуманитарных наук. Производство инноваций, измеряемое Индийским индексом промышленных инноваций, и количество инновационных компаний тяготеют к научным центрам в области наук о жизни и медицины, социальных наук и менеджмента. Результаты исследования важны для прогнозирования инновационной деятельности на региональном уровне. Они дают эмпирическое обоснование использования наукометрических показателей наряду с традиционными статистическими данными о патентах и инновациях при оценке инновационной активности регионов.</p></abstract><kwd-group xml:lang="en"><kwd>spatial scientometrics</kwd><kwd>spatial bibliometrics</kwd><kwd>geography of knowledge</kwd><kwd>geography of innovation</kwd><kwd>regional innovation system</kwd><kwd>patent analysis</kwd><kwd>innovation</kwd><kwd>India</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>пространственная наукометрия</kwd><kwd>пространственная библиометрия</kwd><kwd>география знания</kwd><kwd>география инноваций</kwd><kwd>региональная инновационная система</kwd><kwd>патентный анализ</kwd><kwd>инновации</kwd><kwd>Индия</kwd></kwd-group></article-meta></front><body/><back><ack xml:lang="en"><p>This study is funded by the Russian Science Foundation (RSF), project no. 23-27-00149 “The Eurasian vector of partnership in the mirror of interregional cooperation between Russia and India in the field of science, technology and innovation”.</p></ack><ack xml:lang="ru"><p>Статья выполнена в рамках реализации проекта РНФ № 23-27-00149 «Евразийский вектор партнерства в зеркале межрегионального сотрудничества России и Индии в сфере науки, технологий и инноваций».</p></ack><ref-list><ref id="ref1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Acosta, M., Coronado, D., Ferrándiz, E., &amp; León, M. 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