Domestic and foreign knowledge as determinants of innovation export
- Authors: Samovoleva S.А.1, Shсhepina I.N.2,1
-
Affiliations:
- Central Economics and Mathematics Institute, Russian Academy of Sciences
- Voronezh State University
- Issue: Vol 61, No 2 (2025)
- Pages: 31-43
- Section: Problems of national economy
- URL: https://vestnik.nvsu.ru/0424-7388/article/view/684357
- DOI: https://doi.org/10.31857/S0424738825020036
- ID: 684357
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Abstract
The quality of a country’s economic growth is mainly determined by the ability and capacity of its companies to create and use new knowledge. Creating new knowledge, companies often have to absorb the external knowledge. Knowledge from sources located in countries with higher levels of technological development can play an important role in narrowing the technological gap with these countries. However, foreign knowledge acquisition, especially when domestic firms’ own knowledge base and absorptive capacity are low, can lead to a technological trap. The study aimed to determine whether changes in the use of in-house and external knowledge from foreign sources occur in the process of creating high-degree novelty innovations by the Russian organizations. The novelty of innovations was defined, on the one hand, as the technological novelty of the new products and services, and on the other hand, as their demand in foreign markets. A multinomial regression model was built, in which different levels of the share of the total value of exports of high technological novelty innovations were considered as the dependent variable. As a result, it was found that the majority of domestic enterprises that exported innovations fell into the trap of imitation. However, a small part of companies in certain regions that contributed most to the value of exports, unlike the majority, relied more on their own knowledge base and successfully integrated foreign knowledge into it. The paper proposes some measures aimed at the development of Russian innovative firms’ own knowledge base.
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About the authors
S. А. Samovoleva
Central Economics and Mathematics Institute, Russian Academy of Sciences
Author for correspondence.
Email: svetdao@yandex.ru
Russian Federation, Moscow
I. N. Shсhepina
Voronezh State University; Central Economics and Mathematics Institute, Russian Academy of Sciences
Email: shchepina@mail.ru
Russian Federation, Voronezh; Moscow
References
- Аганбегян Г. А. (2023). Инновации в России: от высокого знания и наличия перспективных научных заделов к эффективному социально-экономическому развитию // Экономическое возрождение России. № 2 (76). С. 13–26. [Aganbegyan G. A. (2023). Innovations in Russia: From high knowledge and availability of promising scientific reserves to effective socio-economic development. Economic Revival of Russia, 2 (76), 13–26 (in Russian).]
- Акбердина В. В. (2022). Системная устойчивость промышленности индустриальных регионов к условиям санкционного давления: оценка и перспективы // Journal of New Economy. Т. 23. № 4. С. 26–45. [Akberdina V. V. (2022). Systemic resilience of the industry of industrial regions to the conditions of sanctions pressure: Assessment and prospects. Journal of New Economy, 23 (4), 26–45 (in Russian).]
- Андреева Е. Л., Ратнер А. В. (2020). Факторы неоиндустриальной экспортной специализации региона. В сб.: Кластеризация цифровой экономики: Глобальные вызовы. Сборник трудов II национальной научно-практической конференции с зарубежным участием. В 2-х томах. СПб.: Политех-Пресс. С. 401–411. [Andreeva E., Ratner A. (2020). Factors of neo-industrial export specialization of the region. In: Clustering of digital economy: Global challenges. Proceedings of the II National scientific and practical conference with foreign participation. In 2 vol. St. Petersburg: Politech-Press, 401–411 (in Russian).]
- Андрейчикова О. Н., Козырев А. Н. (2016). Патентная активность и экономическое лидерство // Cloud of Science. Т. 3. № 2. С. 263–289. [Andreychikova O. N., Kozyrev A. N. (2016). Patent activity and economic leadership. Cloud of Science, 3 (2), 263–289 (in Russian).]
- Афанасьев М. Ю., Гусев А. А. (2023). Ситуационное моделирование траекторий экономической сложности регионов // Экономика и математические методы. T. 59. № 4. C. 58–70. [Afanasiev M.Yu., Gusev A. A. (2023). Situational modeling of trajectories of regions’ economic complexity. Economics and Mathematical Methods, 59 (4), 58–70 (in Russian).]
- Балычева Ю. Е. (2022). Динамика пространственного взаимодействия регионов в процессах создания инноваций // Друкеровский вестник. № 4. С. 120–132. [Balycheva Yu.E. (2022). Dynamics of spatial interaction of regions in the processes of innovation creation. Drukerovskij Vestnik, 4, 120–132 (in Russian).]
- Голиченко О. Г., Балычева Ю. Е. (2012). Типичные модели инновационного поведения предприятий // Инновации. № 2. С. 19–28. [Golichenko O. G., Balycheva Yu.E. (2012). Typical models of innovative behavior of enterprises. Innovations, 2, 19–28 (in Russian).]
- Голиченко О. Г., Балычева Ю. Е. (2023). Взаимосвязь факторов инновационной деятельности на примере регионов РФ // Друкеровский вестник. № 5. С. 166–179. [Golichennko O. G., Balycheva Yu.E. (2023). Interrelation of innovation activity factors on the example of Russian regions Drukerovskij Vestnik, 5, 166–179 (in Russian).]
- Дементьев В. Е. (2006). Ловушка технологических заимствований и условия ее преодоления в двухсекторной модели экономики // Экономика и математические методы. Т. 42. № 4. С. 17–32. [Dementiev V. E. (2006). A trap of the technological adoptions and the condition of its overcoming in the two-sector model of economy. Economics and Mathematical Methods, 42 (4), 17–32 (in Russian).]
- Земцов С. П. (2021). Новые технологии и развитие регионов в современных условиях // Журнал Новой экономической ассоциации. T. 51. № 3. С. 196–207. [Zemtsov S. P. (2021). New technologies and regional development in the modern period. Journal of the New Economic Association, 51 (3), 196–207 (in Russian).]
- Земцов С. П., Баринова В. А., Михайлов А. А. (2023). Санкции, уход иностранных компаний и деловая активность в регионах России // Экономическая политика. Т. 18. № 2. С. 44–79. [Zemtsov S. P., Barinova V. A., Mikhailov A. A. (2023). Sanctions, exit of foreign companies and business activity in the Russian regions. Economic Policy, 18 (2), 44–79 (in Russian).]
- Канева М. А., Унтура Г. А. (2021). Модели оценки влияния экономики знаний на экономический рост и инновации регионов. Отв. ред. В. И. Суслов. Новосибирск: Изд-во ИЭОПП СО РАН. [Kaneva M. A., Untura G. A. (2021). Models for assessing the impact of the knowledge economy on economic growth and innovation of regions. V. I. Suslov (resp. ed.). Novosibirsk: Institute of Economics and Industrial Engineering, Siberian Branch of the Russian Academy of Sciences (in Russian).]
- Комков Н. И. (2023). Анализ возможностей и условий трансформации российской экономики // МИР (Модернизация. Инновации. Развитие). Т. 14. № 4. С. 524–537. [Komkov N. I. (2023). Analysis of opportunities and conditions of transformation of the Russian economy. MIR (Modernization. Innovation. Research), 14 (4), 524–527 (in Russian).]
- Любимов И. Л., Гвоздева М. А., Казакова М. В., Нестерова К. В. (2017). Сложность экономики и возможность диверсификации экспорта в российских регионах // Журнал Новой экономической ассоциации. № 2 (34). С. 94–123. [Lyubimov I. L., Gvozdeva M. A., Kazakova M. V., Nesterova K. V. (2017). Economic complexity of Russian regions and their potential to diversify. Journal of the New Economic Association, 2 (34), 94–122 (in Russian).]
- Макаров В., Айвазян С., Афанасьев М., Бахтизин А., Нанавян А. (2016). Моделирование развития экономики региона и эффективность пространства инноваций // Форсайт. № 10 (3). С. 76–90. [Makarov V., Ayvazyan S., Afanasiev M., Bakhtizin A., Nanavyan A. (2016). Modelling of regional economic development and efficiency of innovation space. Foresight, 10 (3), 76–90 (in Russian).]
- Миллер М. А. (2019). Новая индустриализация в контексте пространственного развития регионов // Вестник Омского университета. Серия «Экономика». № 2. С. 185–193. [Miller M. A. (2019). New industrialization in the context of spatial development of regions. Herald of Omsk University. Series “Economics”, 2, 185–193 (in Russian).]
- Полтерович В. М. (2009). Проблема формирования национальной инновационной системы // Экономика и математические методы. Т. 45. № 2. С. 3–18. [Polterovich V. M. (2009). The problem of creating a national innovation system. Economics and Mathematical Methods, 45 (2), 3–18 (in Russian).]
- Полтерович В. М. (2023). Догоняющее развитие в условиях санкций: стратегия позитивного сотрудничества // Terra Economicus. Т. 21. № 3. С. 6–16. [Polterovich V. М. (2023). Catching-up development under sanctions: Strategy of positive co-operation. Terra Economicus, 21 (3), 6–16 (in Russian).]
- Самоволева С. А. (2021). Экспорт инноваций и абсорбция зарубежных технологических знаний // Экономика и математические методы. Т. 57. № 2. С. 21–33. [Samovoleva S. A. (2021). Innovation in export and absorption of foreign knowledge. Economics and Mathematical Methods, 57 (2), 21–33 (in Russian).]
- Самоволева С. А. (2023). Абсорбция знаний в национальной инновационной системе: проблемы анализа, оценки и регулирования. Дисс. … докт. эконом. наук. Центральный экономико-математический институт РАН. Москва: ЦЭМИ РАН. [Samovoleva S. A. (2023). Knowledge absorption in the national innovation system: problems of analysis, evaluation and regulation. Dissertation for the degree of Doctor of Economics. CEMI RAS. Moscow: CEMI RAS (in Russian).]
- Самоволева С. А., Балычева Ю. Е. (2020). Характеристики качества инновационного процесса и абсорбция зарубежных знаний // Инновации. № 6 (260). С. 69–79. [Samovoleva S. A., Balycheva Yu.E. (2020). Quality characteristics of innovation process and absorption of foreign knowledge. Innovations, 6 (260), 69–79 (in Russian).]
- Щепина И. Н. (2015). Анализ факторов, воздействующих на типы поведения акторов региональных инновационных систем // Вестник Воронежского государственного университета. Серия: Экономика и управление. № 4. С. 58–65. [Shchepina I. N. (2015). Analysis of factors influencing the types of actors’ behavior of regional innovation systems. Proceedings of Voronezh State University. Series: Economics and Management, 4, 58–65 (in Russian).]
- Цветков В. А., Ядгаров Я. С., Сидоров В. А., Соболев Э. В. (2023). Турбулентность хозяйственного развития: глобальные риски и неопределенность // Проблемы рыночной экономики. № 1. C. 6–31. [Tsvetkov V. A., Yadgarov Ya.S., Sidorov V. A., Sobolev E. V. (2023). Turbulence of economic development: Global risks and uncertainty. Market Economy Problems, 1, 6–31 (in Russian)].
- Яшин С. Н., Борисов С. А., Кулагова И. А. (2021). Региональные особенности реализации процесса цифровизации экономики в Российской Федерации // Вестник Алтайской академии экономики и права. № 2. С. 106– 115. [Yashin S. N., Borisov S. A., Kulagova I. A. (2021). Regional features of the implementation the process of digitalization of the economy in the Russian Federation. Bulletin of the Altai Academy of Economics and Law, 2, 106–115 (in Russian)].
- Adeniran T. V., Johnston K. A. (2012). Investigating the dynamic capabilities and competitive advantage of South African SMEs. African Journal of Business Management, 6 (11), 4088–4099.
- Anand J., McDermott G., Mudambi R., Narula R. (2021). Innovation in and from emerging economies: New insights and lessons for international business research. Journal of International Business Studies, 52 (4), 545–559.
- Chesbrough H. W. (2003). Open innovation: The new imperative for creating and profiting from technology. Boston, MA: Harvard Business Press.
- Cohen W. M., Levinthal D. A. (1990). Absorptive-capacity — a new perspective on learning and innovation. Administrative Science Quarterly, 35 (1), 128–152.
- D’Angelo A., Ganotakis P., Love J. H. (2020). Learning by exporting under fast, short-term changes: The moderating role of absorptive capacity and foreign collaborative agreements. International Business Review, 29 (3), 101687.
- Girma S., Gong Y., Görg H. (2008). Foreign direct investment, access to finance, and innovation activity in Chinese enterprises. The World Bank Economic Review, 22 (2), 367–382.
- Jibril H., Roper S. (2022). Of chickens and eggs: Exporting, innovation novelty and productivity. Enterprise Research Centre Paper, 101. 50 p.
- Lee K., Szapiro M., Mao Z. (2018). From global value chains (GVC) to innovation systems for local value chains and knowledge creation. The European Journal of Development Research, 30 (3), 424–441.
- Li Х. (2011). Sources of external technology, absorptive capacity, and innovation capability in Chinese state-owned high-tech enterprises. World Development, 39 (7), 1240–1248.
- Love J. H., Ganotakis P. (2013). Learning by exporting: Lessons from high-technology SMEs. International Business Review, 22 (1), 1–17.
- Luo H., Qu X. (2023). Export trade, absorptive capacity, and high-quality economic development in China. Systems, 11 (2), 54. doi: 10.3390/systems11020054
- Petersen B., Pedersen T., Lyles M. A. (2008). Closing knowledge gaps in foreign markets. Journal of International Business Studies, 39, 1097–1113.
- Presutti M., Boari C., Majocchi A., Molina-Morales X. (2019). Distance to customers, absorptive capacity, and innovation in high-tech firms: The dark face of geographical proximity. Journal of Small Business Management, 57 (2), 343–361.
- Rauf A., Bao Y. (2023). Assessing the effect of domestic and foreign R&D on export: Empirical evidence from China. International Journal of Emerging Markets. 20 p.
- Schmidt T. (2010). Absorptive capacity — one size fits all? A firm-level analysis of absorptive capacity for different kinds of knowledge. Managerial and Decision Economics, 31 (1), 1–18.
- Wagner J. (2012). International trade and firm performance: A survey of empirical studies since 2006. Review of World Economics, 148, 235–267.
- Webster E., Palangkaraya A., Jensen P. H. (2021). The effect of patents on trade. Journal of International Economics, 105, 1–9.
- Weidner N., Som O., Horvat D. (2023). An integrated conceptual framework for analyzing heterogeneous configurations of absorptive capacity in manufacturing firms with the DUI innovation mode. Technovation, 121, 102635.
- Xu S., Wu F., Cavusgil E. (2013). Complements or substitutes? Internal technological strength, competitor alliance participation, and innovation development. Journal of Product Innovation Management, 30 (4), 750–762.
- Zapata N. A., Arrazola M., Hevia J. de (2023). Determinants of high-tech exports: New evidence from OECD countries. Journal of the Knowledge Economy, 15, 1103–1117.
- Zahra S. A., Ireland R. D., Hitt M. A. (2000). International expansion by new venture firms: International diversity, mode of market entry, technological learning, and performance. Academy of Management Journal, 43 (5), 925–950.
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