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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">2072-6414</issn><issn publication-format="electronic">2411-1406</issn></journal-meta><article-meta><article-id pub-id-type="doi">10.17059/ekon.reg.2024-4-7</article-id><title-group xml:lang="en"><article-title>The Impact of Regional Integration in GVCs on Subsidy Allocation Among Manufacturing Firms in Russia</article-title></title-group><title-group xml:lang="ru"><article-title>Влияние участия региона в глобальных цепочках создания стоимости на распределение бюджетных субсидий среди промышленных предприятий в России</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3015-3668</contrib-id><name-alternatives><name xml:lang="en"><surname>Simachev </surname><given-names>Yuri V.</given-names></name><name xml:lang="ru"><surname>Симачёв </surname><given-names>Юрий Вячеславович</given-names></name></name-alternatives><email>yusimachev@hse.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2405-8106</contrib-id><name-alternatives><name xml:lang="en"><surname>Fedyunina </surname><given-names>Anna A. </given-names></name><name xml:lang="ru"><surname>Федюнина</surname><given-names>Анна Андреевна </given-names></name></name-alternatives><email>afedyunina@hse.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5989-8463</contrib-id><name-alternatives><name xml:lang="en"><surname>Drapkin</surname><given-names>Igor M. </given-names></name><name xml:lang="ru"><surname>Драпкин</surname><given-names>Игорь Михайлович </given-names></name></name-alternatives><email>i.m.drapkin@mail.ru</email><xref ref-type="aff" rid="aff2"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Higher School of Economics</institution></aff><aff><institution xml:lang="ru">Национальный исследовательский университет Высшая школа экономики</institution></aff></aff-alternatives><aff-alternatives id="aff2"><aff><institution xml:lang="en">Ural Federal University</institution></aff><aff><institution xml:lang="ru">Уральский федеральный университет им. первого Президента России Б.Н. Ельцина</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2024-09-27" publication-format="electronic"/><volume>20</volume><issue>4</issue><fpage>1074</fpage><lpage>1086</lpage><history><date date-type="received" iso-8601-date="2024-03-21"/><date date-type="accepted" iso-8601-date="2024-07-05"/></history><permissions xml:lang="en"><copyright-statement>Copyright © 2024 Yuri V. Simachev, Anna A. Fedyunina, Igor M. Drapkin</copyright-statement><copyright-year>2024</copyright-year><copyright-holder>Yuri V. Simachev, Anna A. Fedyunina, Igor M. Drapkin</copyright-holder><ali:free_to_read/><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><license-p>CC BY 4.0</license-p></license></permissions><permissions xml:lang="ru"><copyright-statement>Copyright © 2024 Юрий Вячеславович Симачёв, Анна Андреевна Федюнина, Игорь Михайлович Драпкин</copyright-statement><copyright-year>2024</copyright-year><copyright-holder>Юрий Вячеславович Симачёв, Анна Андреевна Федюнина, Игорь Михайлович Драпкин</copyright-holder><ali:free_to_read/><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><license-p>CC BY 4.0</license-p></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/831">https://www.economyofregions.org/ojs/index.php/er/article/view/831</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/831/384">https://www.economyofregions.org/ojs/index.php/er/article/download/831/384</self-uri><abstract xml:lang="en"><p>While global demand for industrial policy-making continues to rise, increasing attention is being given to how these policies are shaped by participation in global value chains (GVCs), both in developed and developing countries. However, much of the research overlooks the regional dimension of support allocation, particularly the integration of regional economies into GVCs. This study aims to address this gap by examining the factors influencing state support at the regional level, with a focus on backward and forward linkages within GVCs in the manufacturing sector. The analysis is based on a survey of 1,900 Russian manufacturing firms conducted between August and November 2022, using data from 2019 to 2022 across various sectors and firm sizes. The findings show that Russian regional governments generally adopt conservative strategies when allocating financial support, focusing on a core group of companies crucial for maintaining regional economic stability. This support is primarily directed at exporters and firms fulfilling government contracts, with state-affiliated companies becoming the primary beneficiaries due to shifts in external conditions. Additionally, regions with greater integration into the global economy tend to adopt a more vertical policy approach, favoring large, GVC-integrated firms, while less integrated regions prioritize smaller firms, especially SMEs. Regions with stronger downstream linkages focus on supporting innovation-active firms to advance localization, import substitution, and technological independence goals. These findings highlight emerging priorities in Russia’s industrial policy, suggesting that regional initiatives are needed to strategically reposition the country’s regional economies in the global landscape amidst changing global dynamics.</p></abstract><abstract xml:lang="ru"><p>Растет запрос на промышленную политику как в развивающихся, так и развитых странах, при этом особое внимание уделяется ее проектированию применительно к позиционированию в глобальных цепочках создания стоимости. Существует провал в исследованиях, где фокус государственной поддержки, поступающей из региональных бюджетов, связывается с характером интеграции региональной экономики в глобальные цепочки создания стоимости (ГЦСС). Вот почему цель данного исследования — анализ факторов предоставления компаниям государственной поддержки из региональных бюджетов в зависимости от степени интеграции регионов в восходящие и нисходящие связи в ГЦСС в обрабатывающей промышленности. Для проведения анализа используется опрос руководителей 1,9 тысяч российских предприятий обрабатывающих отраслей, проведенный в августе — ноябре 2022 г.. Выборка включает в себя показатели деятельности компаний в 2019–2022 гг., репрезентативна в разрезе видов экономической деятельности и размерных групп предприятий. Мы находим, что финансовая поддержка компаний из региональных бюджетов более консервативна (менее поисковая по сравнению с поддержкой из федеральных бюджетов) и направлена на поддержку некоторого «ядра» компаний, значимых для устойчивости региональной экономики. Фокусом поддержки, распределяемой в регионах, выступают компании-экспортеры, а в последние годы также компании, выполняющие госзаказ. В 2022 г. в радикально изменившихся внешних условиях произошла смена представлений о драйверах развития — среди получателей поддержки вперед вышли компании с государственным участием. При наличии более существенной интеграции в глобальную экономику региональная политика становится более вертикальной, направленной на поддержку крупных, интегрированных в ГЦСС компаний, а при меньшей интегрированности — более горизонтальной, поисковой, связанной с поддержкой МСП. Для тех регионов, которые больше интегрированы в нисходящие связи (по сравнению с восходящими), заметно внимание к поддержке инновационно-активных компаний в интересах решения задач локализации, импортозамещения, технологической независимости. Наши результаты показывают некоторые латентные, но складывающиеся на практике приоритеты в промышленной политике. Как следствие, на уровне регионов можно обсуждать дополнительные инициативы содействия репозиционированию экономик российских регионов в глобальной экономике в условиях новой реальности.</p></abstract><kwd-group xml:lang="en"><kwd>subsidies, manufacturing subsidies, public support, federal level public support, regional level public support, global value chains, Russian regions</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>субсидии, субсидии обрабатывающему комплексу, государственная поддержка, государственная поддержка на региональном уровне, глобальные цепочки создания ценности, российские регионы</kwd></kwd-group></article-meta></front><body/><back><ack xml:lang="en"><p>This research was supported by the grant of the Russian Science Foundation “Russian companies in global value chains before and after the COVID-19 pandemic: the effects of innovations and transformation of business-models” (project No. 22-78-10110).</p></ack><ack xml:lang="ru"><p>Статья  подготовлена  при  поддержке  Российского  научного  фонда,  проект  No  22-78-10110,  тема «Российские компаниив глобальных цепочках создания стоимости до и после пандемии COVID-19: эффекты инноваций и трансформации бизнес-моделей»</p></ack><ref-list><ref id="ref1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Aiginger, K., &amp; Rodrik, D. (2020). Rebirth of industrial policy and an agenda for the twenty-first century. Journal of industry, competition and trade, 20, 189–207. https://doi.org/10.1007/s10842-019-00322-3 </mixed-citation><mixed-citation xml:lang="en">Aiginger, K., &amp; Rodrik, D. (2020). Rebirth of industrial policy and an agenda for the twenty-first century. Journal of industry, competition and trade, 20, 189–207. https://doi.org/10.1007/s10842-019-00322-3 </mixed-citation></citation-alternatives></ref><ref id="ref2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Akbulatov, E. Sh., Erygin, Yu. V., &amp; Volkova, M. A. (2019). Valuation of intensity of regional economy integration into global value chains. Menedzhment sotsial’nykh i ekonomicheskikh sistem [Social and economic systems management], (1), 34–43. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Akbulatov, E. Sh., Erygin, Yu. V., &amp; Volkova, M. A. (2019). Valuation of intensity of regional economy integration into global value chains. Menedzhment sotsial’nykh i ekonomicheskikh sistem [Social and economic systems management], (1), 34–43. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Antonelli, C., &amp; Crespi, F. (2012). Matthew effects and R&amp;D subsidies: knowledge cumulability in high-tech and low-tech industries. Giornale degli Economisti e Annali di Economia, 5–31.</mixed-citation><mixed-citation xml:lang="en">Antonelli, C., &amp; Crespi, F. (2012). Matthew effects and R&amp;D subsidies: knowledge cumulability in high-tech and low-tech industries. Giornale degli Economisti e Annali di Economia, 5–31.</mixed-citation></citation-alternatives></ref><ref id="ref4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Aschhoff, B. (2010). Who Gets the Money?: The Dynamics of R&amp;D Project Subsidies in Germany. Journal of Economics and Statistics (Jahrbücher für Nationalökonomie und Statistik), 230 (5), 522–546. https://doi.org/10.2139/ssrn.1113722https://doi.org/10.2139/ssrn.1113722 </mixed-citation><mixed-citation xml:lang="en">Aschhoff, B. (2010). Who Gets the Money?: The Dynamics of R&amp;D Project Subsidies in Germany. Journal of Economics and Statistics (Jahrbücher für Nationalökonomie und Statistik), 230 (5), 522–546. https://doi.org/10.2139/ssrn.1113722https://doi.org/10.2139/ssrn.1113722 </mixed-citation></citation-alternatives></ref><ref id="ref5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Austin, B. A., Glaeser, E., &amp; Summers, L. H. (2018). Saving the heartland: Place-based policies in 21st century America. The Brookings Institution. </mixed-citation><mixed-citation xml:lang="en">Austin, B. A., Glaeser, E., &amp; Summers, L. H. (2018). Saving the heartland: Place-based policies in 21st century America. The Brookings Institution. </mixed-citation></citation-alternatives></ref><ref id="ref6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Bannò, M., &amp; Sgobbi, F. (2010). Firm participation in financial incentive programmes: The case of subsidies for outward internationalisation. Journal of Policy Modeling, 32 (6), 792–803. https://doi.org/10.1016/j.jpolmod.2010.08.001</mixed-citation><mixed-citation xml:lang="en">Bannò, M., &amp; Sgobbi, F. (2010). Firm participation in financial incentive programmes: The case of subsidies for outward internationalisation. Journal of Policy Modeling, 32 (6), 792–803. https://doi.org/10.1016/j.jpolmod.2010.08.001</mixed-citation></citation-alternatives></ref><ref id="ref7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Barreto, I., &amp; Baden—Fuller, C. (2006). To conform or to perform? Mimetic behaviour, legitimacy—based groups and performance consequences. Journal of management studies, 43 (7), 1559–1581. https://doi.org/10.1111/j.1467–6486.2006.00620.x</mixed-citation><mixed-citation xml:lang="en">Barreto, I., &amp; Baden—Fuller, C. (2006). To conform or to perform? Mimetic behaviour, legitimacy—based groups and performance consequences. Journal of management studies, 43 (7), 1559–1581. https://doi.org/10.1111/j.1467–6486.2006.00620.x</mixed-citation></citation-alternatives></ref><ref id="ref8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bennett, R., &amp; Robson, P. (2003). Changing use of external business advice and government supports by SMEs in the 1990s. Regional Studies, 37 (8), 795–811. https://doi.org/10.1080/0034340032000128721 </mixed-citation><mixed-citation xml:lang="en">Bennett, R., &amp; Robson, P. (2003). Changing use of external business advice and government supports by SMEs in the 1990s. Regional Studies, 37 (8), 795–811. https://doi.org/10.1080/0034340032000128721 </mixed-citation></citation-alternatives></ref><ref id="ref9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Bernini, C., &amp; Pellegrini, G. (2011). How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy. Regional Science and Urban Economics, 41 (3), 253–265. https://doi.org/10.1016/j.regsciurbeco.2011.01.005</mixed-citation><mixed-citation xml:lang="en">Bernini, C., &amp; Pellegrini, G. (2011). How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy. Regional Science and Urban Economics, 41 (3), 253–265. https://doi.org/10.1016/j.regsciurbeco.2011.01.005</mixed-citation></citation-alternatives></ref><ref id="ref10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Blanes, J. V., &amp; Busom, I. (2004). Who participates in R&amp;D subsidy programs?: The case of Spanish manufacturing firms. Research policy, 33 (10), 1459–1476. https://doi.org/10.2139/ssrn.534266 </mixed-citation><mixed-citation xml:lang="en">Blanes, J. V., &amp; Busom, I. (2004). Who participates in R&amp;D subsidy programs?: The case of Spanish manufacturing firms. Research policy, 33 (10), 1459–1476. https://doi.org/10.2139/ssrn.534266 </mixed-citation></citation-alternatives></ref><ref id="ref11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Broekel, T., Fornahl, D., &amp; Morrison, A. (2015). Another cluster premium: Innovation subsidies and R&amp;D collaboration networks. Research policy, 44 (8), 1431–1444. https://doi.org/10.1016/j.respol.2015.05.002 </mixed-citation><mixed-citation xml:lang="en">Broekel, T., Fornahl, D., &amp; Morrison, A. (2015). Another cluster premium: Innovation subsidies and R&amp;D collaboration networks. Research policy, 44 (8), 1431–1444. https://doi.org/10.1016/j.respol.2015.05.002 </mixed-citation></citation-alternatives></ref><ref id="ref12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Bruton, G. D., Dess, G. G., &amp; Janney, J. J. (2007). Knowledge management in technology-focused firms in emerging economies: Caveats on capabilities, networks, and real options. Asia Pacific Journal of Management, 24, 115–130. https://doi.org/10.1007/s10490-006-9023-2</mixed-citation><mixed-citation xml:lang="en">Bruton, G. D., Dess, G. G., &amp; Janney, J. J. (2007). Knowledge management in technology-focused firms in emerging economies: Caveats on capabilities, networks, and real options. Asia Pacific Journal of Management, 24, 115–130. https://doi.org/10.1007/s10490-006-9023-2</mixed-citation></citation-alternatives></ref><ref id="ref13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Busom, I., Corchuelo, B., &amp; Martínez-Ros, E. (2017). Participation inertia in R&amp;D tax incentive and subsidy programs. Small Business Economics, 48, 153–177. https://doi.org/10.1007/s11187-016-9770-5 </mixed-citation><mixed-citation xml:lang="en">Busom, I., Corchuelo, B., &amp; Martínez-Ros, E. (2017). Participation inertia in R&amp;D tax incentive and subsidy programs. Small Business Economics, 48, 153–177. https://doi.org/10.1007/s11187-016-9770-5 </mixed-citation></citation-alternatives></ref><ref id="ref14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Czarnitzki, D., &amp; Toole, A. A. (2007). Business R&amp;D and the interplay of R&amp;D subsidies and product market uncertainty. Review of Industrial Organization, 31, 169–181. https://doi.org/10.1007/s11151-007-9152-x </mixed-citation><mixed-citation xml:lang="en">Czarnitzki, D., &amp; Toole, A. A. (2007). Business R&amp;D and the interplay of R&amp;D subsidies and product market uncertainty. Review of Industrial Organization, 31, 169–181. https://doi.org/10.1007/s11151-007-9152-x </mixed-citation></citation-alternatives></ref><ref id="ref15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Dai, X., &amp; Cheng, L. (2015). Public selection and research and development effort of manufacturing enterprises in China: state owned enterprises versus non-state owned enterprises. Innovation, 17 (2), 182–195. https://doi.org/10.1080/14479338.2015.1011053 </mixed-citation><mixed-citation xml:lang="en">Dai, X., &amp; Cheng, L. (2015). Public selection and research and development effort of manufacturing enterprises in China: state owned enterprises versus non-state owned enterprises. Innovation, 17 (2), 182–195. https://doi.org/10.1080/14479338.2015.1011053 </mixed-citation></citation-alternatives></ref><ref id="ref16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Danilova, I. V., Mikhailova, I. P., &amp; Nesytyh, K. Yu. (2022). Evolution of the goals and instruments of the EU regional industrial policy: benchmarks for Russia. Vestnik Yuzhno-Ural’skogo gosudarstvennogo universiteta. Seriya Ekonomika i menedzhment [Bulletin of the South Ural State University. Ser. Economics and Management], 16 (1), 7–17. https://doi.org/10.14529/em220101 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Danilova, I. V., Mikhailova, I. P., &amp; Nesytyh, K. Yu. (2022). Evolution of the goals and instruments of the EU regional industrial policy: benchmarks for Russia. Vestnik Yuzhno-Ural’skogo gosudarstvennogo universiteta. Seriya Ekonomika i menedzhment [Bulletin of the South Ural State University. Ser. Economics and Management], 16 (1), 7–17. https://doi.org/10.14529/em220101 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Davidson, N., Mariev, O., &amp; Pushkarev, A. (2018). The impact of externalities on the innovation activity of Russian firms. Foresight and STI Governance, 12 (3), 62–72. https://doi.org/10.17323/2500–2597.2018.3.62.72 </mixed-citation><mixed-citation xml:lang="en">Davidson, N., Mariev, O., &amp; Pushkarev, A. (2018). The impact of externalities on the innovation activity of Russian firms. Foresight and STI Governance, 12 (3), 62–72. https://doi.org/10.17323/2500–2597.2018.3.62.72 </mixed-citation></citation-alternatives></ref><ref id="ref18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">De Marchi, V., &amp; Alford, M. (2022). State policies and upgrading in global value chains: A systematic literature review. Journal of International Business Policy, 5 (1), 88–111. https://doi.org/10.1057/s42214-021-00107-8 </mixed-citation><mixed-citation xml:lang="en">De Marchi, V., &amp; Alford, M. (2022). State policies and upgrading in global value chains: A systematic literature review. Journal of International Business Policy, 5 (1), 88–111. https://doi.org/10.1057/s42214-021-00107-8 </mixed-citation></citation-alternatives></ref><ref id="ref19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Decramer, S., &amp; Vanormelingen, S. (2016). The effectiveness of investment subsidies: evidence from a regression discontinuity design. Small Business Economics, 47, 1007–1032. https://doi.org/10.1007/s11187-016-9749-2 </mixed-citation><mixed-citation xml:lang="en">Decramer, S., &amp; Vanormelingen, S. (2016). The effectiveness of investment subsidies: evidence from a regression discontinuity design. Small Business Economics, 47, 1007–1032. https://doi.org/10.1007/s11187-016-9749-2 </mixed-citation></citation-alternatives></ref><ref id="ref20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Deng, K., Ding, Z., &amp; Xu, M. (2020). Population agglomeration and the effectiveness of enterprise subsidies: a Chinese analysis. Regional Studies, 54 (8), 1136–1148. https://doi.org/10.1080/00343404.2019.1681586 </mixed-citation><mixed-citation xml:lang="en">Deng, K., Ding, Z., &amp; Xu, M. (2020). Population agglomeration and the effectiveness of enterprise subsidies: a Chinese analysis. Regional Studies, 54 (8), 1136–1148. https://doi.org/10.1080/00343404.2019.1681586 </mixed-citation></citation-alternatives></ref><ref id="ref21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Eferina, T. V., Kochkina, N. N., Lizunova, V. O., &amp; Prosyanyuk, D. V. (2016). Systemic Barriers to Innovative Business in RussiaSistemnye bar’ery razvitiya innovatsionnogo biznesa Rossii Systemic Barriers to Innovative Business in Russia. Voprosy Gosydarstvennogo i Munitsipalnogo Upravleniya [Public administration issues], (2), 49–71. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Eferina, T. V., Kochkina, N. N., Lizunova, V. O., &amp; Prosyanyuk, D. V. (2016). Systemic Barriers to Innovative Business in RussiaSistemnye bar’ery razvitiya innovatsionnogo biznesa Rossii Systemic Barriers to Innovative Business in Russia. Voprosy Gosydarstvennogo i Munitsipalnogo Upravleniya [Public administration issues], (2), 49–71. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Gereffi, G. (2005). The global economy: organization, governance, and development. The handbook of economic sociology (pp.160–182). Princeton University Press. https://doi.org/10.1017/9781108559423.006 </mixed-citation><mixed-citation xml:lang="en">Gereffi, G. (2005). The global economy: organization, governance, and development. The handbook of economic sociology (pp.160–182). Princeton University Press. https://doi.org/10.1017/9781108559423.006 </mixed-citation></citation-alternatives></ref><ref id="ref23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Giuliani, E., Pietrobelli, C., &amp; Rabellotti, R. (2005). Upgrading in global value chains: lessons from Latin American clusters. World development, 33 (4), 549–573. https://doi.org/10.1016/j.worlddev.2005.01.002 </mixed-citation><mixed-citation xml:lang="en">Giuliani, E., Pietrobelli, C., &amp; Rabellotti, R. (2005). Upgrading in global value chains: lessons from Latin American clusters. World development, 33 (4), 549–573. https://doi.org/10.1016/j.worlddev.2005.01.002 </mixed-citation></citation-alternatives></ref><ref id="ref24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Graddy-Reed, A., &amp; Lanahan, L. (2023). Prioritizing diversity? The allocation of US federal R&amp;D funding. Science and Public Policy, 50 (1), 104–119. https://doi.org/10.1093/scipol/scac052</mixed-citation><mixed-citation xml:lang="en">Graddy-Reed, A., &amp; Lanahan, L. (2023). Prioritizing diversity? The allocation of US federal R&amp;D funding. Science and Public Policy, 50 (1), 104–119. https://doi.org/10.1093/scipol/scac052</mixed-citation></citation-alternatives></ref><ref id="ref25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Grebenkin, I. V. (2020). Trends in Industrial Specialization and Development Dynamics in the Russian Regions. Ekonomika regiona [Economy of region], 16 (1), 69–83. https://doi.org/10.17059/2020-1-6 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Grebenkin, I. V. (2020). Trends in Industrial Specialization and Development Dynamics in the Russian Regions. Ekonomika regiona [Economy of region], 16 (1), 69–83. https://doi.org/10.17059/2020-1-6 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Guerrero, A. J., Heijs, J., &amp; Huergo, E. (2024). Knowledge agglomeration and public subsidies to business R&amp;D: Evidence for Spanish firms. Structural Change and Economic Dynamics, 68, 412–424. https://doi.org/10.1016/j.strueco.2023.11.007</mixed-citation><mixed-citation xml:lang="en">Guerrero, A. J., Heijs, J., &amp; Huergo, E. (2024). Knowledge agglomeration and public subsidies to business R&amp;D: Evidence for Spanish firms. Structural Change and Economic Dynamics, 68, 412–424. https://doi.org/10.1016/j.strueco.2023.11.007</mixed-citation></citation-alternatives></ref><ref id="ref27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Huergo, E., &amp; Trenado, M. (2010). The application for and the awarding of low-interest credits to finance R&amp;D projects. Review of Industrial Organization, 37, 237–259. https://doi.org/10.1007/s11151-010-9263-7 </mixed-citation><mixed-citation xml:lang="en">Huergo, E., &amp; Trenado, M. (2010). The application for and the awarding of low-interest credits to finance R&amp;D projects. Review of Industrial Organization, 37, 237–259. https://doi.org/10.1007/s11151-010-9263-7 </mixed-citation></citation-alternatives></ref><ref id="ref28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Krenz, A. (2024). What makes German manufacturing plants move locations? The Annals of Regional Science, 72 (4) 1129–1157. https://doi.org/10.1007/s00168-023-01238-x</mixed-citation><mixed-citation xml:lang="en">Krenz, A. (2024). What makes German manufacturing plants move locations? The Annals of Regional Science, 72 (4) 1129–1157. https://doi.org/10.1007/s00168-023-01238-x</mixed-citation></citation-alternatives></ref><ref id="ref29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Kutsenko, E. S., Abashkin, V. L., &amp; Islankina, E. A. (2019). Focusing regional industrial policy via sectorial specialization. Voprosy Ekonomiki, (5), 65–89. https://doi.org/10.32609/0042–8736-2019-5-65-89 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Kutsenko, E. S., Abashkin, V. L., &amp; Islankina, E. A. (2019). Focusing regional industrial policy via sectorial specialization. Voprosy Ekonomiki, (5), 65–89. https://doi.org/10.32609/0042–8736-2019-5-65-89 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Kutsenko, E., &amp; Eferin, Y. (2019). Whirlpools” and “Safe Harbors” in the dynamics of industrial specialization in Russian regions. Foresight and STI Governance, 13 (3), 24–40. https://doi.org/10.17323/2500–2597.2019.3.24.40 </mixed-citation><mixed-citation xml:lang="en">Kutsenko, E., &amp; Eferin, Y. (2019). Whirlpools” and “Safe Harbors” in the dynamics of industrial specialization in Russian regions. Foresight and STI Governance, 13 (3), 24–40. https://doi.org/10.17323/2500–2597.2019.3.24.40 </mixed-citation></citation-alternatives></ref><ref id="ref31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, D., Chen, T., Liu, X., &amp; Yu, Y. (2019). Do more subsidies promote greater innovation? Evidence from the Chinese electronic manufacturing industry. Economic Modelling, 80, 441–452. https://doi.org/10.1016/j.econmod.2018.11.027 </mixed-citation><mixed-citation xml:lang="en">Liu, D., Chen, T., Liu, X., &amp; Yu, Y. (2019). Do more subsidies promote greater innovation? Evidence from the Chinese electronic manufacturing industry. Economic Modelling, 80, 441–452. https://doi.org/10.1016/j.econmod.2018.11.027 </mixed-citation></citation-alternatives></ref><ref id="ref32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Lu, Y., Zhou, L., Bruton, G., &amp; Li, W. (2010). Capabilities as a mediator linking resources and the international performance of entrepreneurial firms in an emerging economy. Journal of international Business studies, 41, 419–436. https://doi.org/10.1057/jibs.2009.73 </mixed-citation><mixed-citation xml:lang="en">Lu, Y., Zhou, L., Bruton, G., &amp; Li, W. (2010). Capabilities as a mediator linking resources and the international performance of entrepreneurial firms in an emerging economy. Journal of international Business studies, 41, 419–436. https://doi.org/10.1057/jibs.2009.73 </mixed-citation></citation-alternatives></ref><ref id="ref33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Moretti, E. (2013). The New Geography of Jobs. Houghton Mifflin Harcourt. </mixed-citation><mixed-citation xml:lang="en">Moretti, E. (2013). The New Geography of Jobs. Houghton Mifflin Harcourt. </mixed-citation></citation-alternatives></ref><ref id="ref34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Nieto, M. J., &amp; Santamaría, L. (2007). The importance of diverse collaborative networks for the novelty of product innovation. Technovation, 27 (6-7), 367–377. https://doi.org/10.1016/j.technovation.2006.10.001 </mixed-citation><mixed-citation xml:lang="en">Nieto, M. J., &amp; Santamaría, L. (2007). The importance of diverse collaborative networks for the novelty of product innovation. Technovation, 27 (6-7), 367–377. https://doi.org/10.1016/j.technovation.2006.10.001 </mixed-citation></citation-alternatives></ref><ref id="ref35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Peng, W., Lee, C. C., &amp; Xiong, K. (2021). What determines the subsidy decision bias of local governments? An enterprise heterogeneity perspective. Emerging Markets Finance and Trade, 57 (4), 1215–1231. https://doi.org/10.1080/1540496x.2019.1620099 </mixed-citation><mixed-citation xml:lang="en">Peng, W., Lee, C. C., &amp; Xiong, K. (2021). What determines the subsidy decision bias of local governments? An enterprise heterogeneity perspective. Emerging Markets Finance and Trade, 57 (4), 1215–1231. https://doi.org/10.1080/1540496x.2019.1620099 </mixed-citation></citation-alternatives></ref><ref id="ref36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Pergelova, A., &amp; Angulo-Ruiz, F. (2014). The impact of government financial support on the performance of new firms: the role of competitive advantage as an intermediate outcome. Entrepreneurship &amp; Regional Development, 26 (9-10), 663–705. https://doi.org/10.1080/08985626.2014.980757</mixed-citation><mixed-citation xml:lang="en">Pergelova, A., &amp; Angulo-Ruiz, F. (2014). The impact of government financial support on the performance of new firms: the role of competitive advantage as an intermediate outcome. Entrepreneurship &amp; Regional Development, 26 (9-10), 663–705. https://doi.org/10.1080/08985626.2014.980757</mixed-citation></citation-alternatives></ref><ref id="ref37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Pietrobelli, C., &amp; Puppato, F. (2016). Technology foresight and industrial strategy. Technological Forecasting and Social Change, 110, 117–125. https://doi.org/10.1016/j.techfore.2015.10.021</mixed-citation><mixed-citation xml:lang="en">Pietrobelli, C., &amp; Puppato, F. (2016). Technology foresight and industrial strategy. Technological Forecasting and Social Change, 110, 117–125. https://doi.org/10.1016/j.techfore.2015.10.021</mixed-citation></citation-alternatives></ref><ref id="ref38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Pietrobelli, C., &amp; Staritz, C. (2018). Upgrading, interactive learning, and innovation systems in value chain interventions. The European Journal of Development Research, 30, 557–574. https://doi.org/10.1057/s41287-017-0112-5 </mixed-citation><mixed-citation xml:lang="en">Pietrobelli, C., &amp; Staritz, C. (2018). Upgrading, interactive learning, and innovation systems in value chain interventions. The European Journal of Development Research, 30, 557–574. https://doi.org/10.1057/s41287-017-0112-5 </mixed-citation></citation-alternatives></ref><ref id="ref39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Rastvortseva, S. N., &amp; Snitko, L. T. (2020). Regional specialization and agglomeration effects in the Russian economy. Economic and Social Changes: Facts, Trends, Forecast, 13 (3), 46–58. https://doi.org/10.15838/esc.2020.3.69.4 </mixed-citation><mixed-citation xml:lang="en">Rastvortseva, S. N., &amp; Snitko, L. T. (2020). Regional specialization and agglomeration effects in the Russian economy. Economic and Social Changes: Facts, Trends, Forecast, 13 (3), 46–58. https://doi.org/10.15838/esc.2020.3.69.4 </mixed-citation></citation-alternatives></ref><ref id="ref40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Rodrik, D. (2009). Growth after the Crisis. Centre for Economic Policy Research. https://doi.org/10.18574/nyu/9780814772836.003.0004 </mixed-citation><mixed-citation xml:lang="en">Rodrik, D. (2009). Growth after the Crisis. Centre for Economic Policy Research. https://doi.org/10.18574/nyu/9780814772836.003.0004 </mixed-citation></citation-alternatives></ref><ref id="ref41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Romanova, O. A., &amp; Ponomareva, A. O. (2020). Multi-vector Industrial Policy in Russia in an Emerging New Industrial Landscape. Zhurnal Economicheskoj Teorii [Russian Journal of Economic Theory], 17 (2), 276–291. https://doi.org/10.31063/2073–6517/2020.17-2.3 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Romanova, O. A., &amp; Ponomareva, A. O. (2020). Multi-vector Industrial Policy in Russia in an Emerging New Industrial Landscape. Zhurnal Economicheskoj Teorii [Russian Journal of Economic Theory], 17 (2), 276–291. https://doi.org/10.31063/2073–6517/2020.17-2.3 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Simachev, Yu. V., &amp; Kuzyk, M. G. (2020). State support of enterprises in Russia: Beneficiaries and effects. Voprosy Ekonomiki, (3), 63–83. https://doi.org/10.32609/0042–8736-2020-3-63-83 (In Russ.) </mixed-citation><mixed-citation xml:lang="en">Simachev, Yu. V., &amp; Kuzyk, M. G. (2020). State support of enterprises in Russia: Beneficiaries and effects. Voprosy Ekonomiki, (3), 63–83. https://doi.org/10.32609/0042–8736-2020-3-63-83 (In Russ.) </mixed-citation></citation-alternatives></ref><ref id="ref43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Simachev, Yu. V., Kuzyk, M. G., &amp; Feygina, V. V. (2014). Fostering business innovation: Are Russian ideals attainable? Rossiiskii zhurnal menedzhmenta [Russian Management Journal], 12 (1), 7–38. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Simachev, Yu. V., Kuzyk, M. G., &amp; Feygina, V. V. (2014). Fostering business innovation: Are Russian ideals attainable? Rossiiskii zhurnal menedzhmenta [Russian Management Journal], 12 (1), 7–38. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Simachev, Yu., &amp; Kuzyk, M. (2012). The state anti-crisis support of Russian companies: Assistance and restrictions. Zhurnal Novoi ekonomicheskoi assotsiatsii [Journal of the New Economic Association], (1), 100–125. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Simachev, Yu., &amp; Kuzyk, M. (2012). The state anti-crisis support of Russian companies: Assistance and restrictions. Zhurnal Novoi ekonomicheskoi assotsiatsii [Journal of the New Economic Association], (1), 100–125. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Südekum, J. (2021). Place-based policies-How to do them and why. DICE Discussion Paper, (367). https://clck.ru/3RaQL6f (Date of access: 01.02.2024) </mixed-citation><mixed-citation xml:lang="en">Südekum, J. (2021). Place-based policies-How to do them and why. DICE Discussion Paper, (367). https://clck.ru/3RaQL6f (Date of access: 01.02.2024) </mixed-citation></citation-alternatives></ref><ref id="ref46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Szakonyi, D. (2018). Businesspeople in elected office: Identifying private benefits from firm-level returns. American Political Science Review, 112 (2), 322–338. https://doi.org/10.1017/S0003055417000600 </mixed-citation><mixed-citation xml:lang="en">Szakonyi, D. (2018). Businesspeople in elected office: Identifying private benefits from firm-level returns. American Political Science Review, 112 (2), 322–338. https://doi.org/10.1017/S0003055417000600 </mixed-citation></citation-alternatives></ref><ref id="ref47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Takalo, T., Tanayama, T., &amp; Toivanen, O. (2013). Estimating the benefits of targeted R&amp;D subsidies. The Review of economics and statistics, 95 (1), 255–272. https://doi.org/10.1162/rest_a_00280 </mixed-citation><mixed-citation xml:lang="en">Takalo, T., Tanayama, T., &amp; Toivanen, O. (2013). Estimating the benefits of targeted R&amp;D subsidies. The Review of economics and statistics, 95 (1), 255–272. https://doi.org/10.1162/rest_a_00280 </mixed-citation></citation-alternatives></ref><ref id="ref48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Takalo, T., Tanayama, T., &amp; Toivanen, O. (2013). Market failures and the additionality effects of public support to private R&amp;D: Theory and empirical implications. International Journal of Industrial Organization, 31 (5), 634–642. http://dx.doi.org/10.1016/j.ijindorg.2013.02.002 </mixed-citation><mixed-citation xml:lang="en">Takalo, T., Tanayama, T., &amp; Toivanen, O. (2013). Market failures and the additionality effects of public support to private R&amp;D: Theory and empirical implications. International Journal of Industrial Organization, 31 (5), 634–642. http://dx.doi.org/10.1016/j.ijindorg.2013.02.002 </mixed-citation></citation-alternatives></ref><ref id="ref49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Tatarkin, A. I., &amp; Romanova, O. A. (2014). Industrial policy: genesis, regional features and legislative provision. Ekonomika regiona [Economy of region], (2), 9–21. http://dx.doi.org/10.17059/2014-2-1 </mixed-citation><mixed-citation xml:lang="en">Tatarkin, A. I., &amp; Romanova, O. A. (2014). Industrial policy: genesis, regional features and legislative provision. Ekonomika regiona [Economy of region], (2), 9–21. http://dx.doi.org/10.17059/2014-2-1 </mixed-citation></citation-alternatives></ref><ref id="ref50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Teece, D. J., Pisano, G., &amp; Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic management journal, 18 (7), 509–533. https://doi.org/10.1002/(sici)1097–0266(199708)18:7 %3C509::aid-smj882 %3E3.0.co;2-z </mixed-citation><mixed-citation xml:lang="en">Teece, D. J., Pisano, G., &amp; Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic management journal, 18 (7), 509–533. https://doi.org/10.1002/(sici)1097–0266(199708)18:7 %3C509::aid-smj882 %3E3.0.co;2-z </mixed-citation></citation-alternatives></ref><ref id="ref51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Volkova, M., &amp; Yerygin, Yu. (2018). Integrating economy systems of Russian regions into global value chains: factors and conditions. Vestnik Severo-Kavkazskogo federal’nogo universiteta [Newsletter of North-Caucasus Federal University], (6), 63–74. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Volkova, M., &amp; Yerygin, Yu. (2018). Integrating economy systems of Russian regions into global value chains: factors and conditions. Vestnik Severo-Kavkazskogo federal’nogo universiteta [Newsletter of North-Caucasus Federal University], (6), 63–74. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Woo, H. – S., Berns, J. P., &amp; Solanelles, P. (2023). How rare is rare? How common is common? Empirical issues associated with binary dependent variables with rare or common event rates. Organizational Research Methods, 26 (4), 655–677. https://doi.org/10.1177/10944281221083197 </mixed-citation><mixed-citation xml:lang="en">Woo, H. – S., Berns, J. P., &amp; Solanelles, P. (2023). How rare is rare? How common is common? Empirical issues associated with binary dependent variables with rare or common event rates. Organizational Research Methods, 26 (4), 655–677. https://doi.org/10.1177/10944281221083197 </mixed-citation></citation-alternatives></ref><ref id="ref53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Wu, J., &amp; Liu Cheng, M. (2011). The impact of managerial political connections and quality on government subsidies: Evidence from Chinese listed firms. Chinese Management Studies, 5 (2), 207–226. https://doi.org/10.1108/17506141111142834 </mixed-citation><mixed-citation xml:lang="en">Wu, J., &amp; Liu Cheng, M. (2011). The impact of managerial political connections and quality on government subsidies: Evidence from Chinese listed firms. Chinese Management Studies, 5 (2), 207–226. https://doi.org/10.1108/17506141111142834 </mixed-citation></citation-alternatives></ref><ref id="ref54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Yakovlev, A. A. (2010). Provision of business, fi rms with the state support by public management authorities at diff erent levels, with difference being priorities of such provision. Voprosy gosudarstvennogo i munitsipal’nogo upravleniya [Public administration issues], (2), 5–22. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Yakovlev, A. A. (2010). Provision of business, fi rms with the state support by public management authorities at diff erent levels, with difference being priorities of such provision. Voprosy gosudarstvennogo i munitsipal’nogo upravleniya [Public administration issues], (2), 5–22. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Yakovlev, A. A., Ershova, N. V., &amp; Uvarova, O. M. (2020). What kind of Russian firms get state support? The analysis of changes in priorities under crisis conditions. Voprosy Ekonomiki, (3), 47–62. (https://doi.org/10.32609/0042–8736-2020-3-47-62 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Yakovlev, A. A., Ershova, N. V., &amp; Uvarova, O. M. (2020). What kind of Russian firms get state support? The analysis of changes in priorities under crisis conditions. Voprosy Ekonomiki, (3), 47–62. (https://doi.org/10.32609/0042–8736-2020-3-47-62 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Yakovlev, A. A., Freinkman, L. M., &amp; Ivanov, D. S. (2018). New Opportunities and Instruments of Regional Structural Policy. Zhurnal Novoi ekonomicheskoi assotsiatsii [Journal of the New Economic Association], (3), 162–170. http://dx.doi.org/10.31737/2221–2264-2018-39-3-10 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Yakovlev, A. A., Freinkman, L. M., &amp; Ivanov, D. S. (2018). New Opportunities and Instruments of Regional Structural Policy. Zhurnal Novoi ekonomicheskoi assotsiatsii [Journal of the New Economic Association], (3), 162–170. http://dx.doi.org/10.31737/2221–2264-2018-39-3-10 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="ref57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Yu, F., Du, H., Li, X., &amp; Cao, J. (2023). Enterprise digitalization, business strategy and subsidy allocation: Evidence of the signaling effect. Technological Forecasting and Social Change, 190, 122472. https://doi.org/10.1016/j.techfore.2023.122472 </mixed-citation><mixed-citation xml:lang="en">Yu, F., Du, H., Li, X., &amp; Cao, J. (2023). Enterprise digitalization, business strategy and subsidy allocation: Evidence of the signaling effect. Technological Forecasting and Social Change, 190, 122472. https://doi.org/10.1016/j.techfore.2023.122472 </mixed-citation></citation-alternatives></ref><ref id="ref58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Zhemkova, A. M. (2023). The Impact of Government Support on Firms’ Productivity during COVID-19. HSE Economic Journal, 27 (4), 481–505. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Zhemkova, A. M. (2023). The Impact of Government Support on Firms’ Productivity during COVID-19. HSE Economic Journal, 27 (4), 481–505. (In Russ.)</mixed-citation></citation-alternatives></ref></ref-list></back></article>