IDEAS home Printed from https://ideas.repec.org/a/spr/eurasi/v11y2021i2d10.1007_s40821-020-00166-6.html
   My bibliography  Save this article

Multilevel analysis of knowledge sources for product innovation in Russian SMEs

Author

Listed:
  • Mariia Molodchik

    (National Research University Higher School of Economics)

  • Carlos Jardon

    (National Research University Higher School of Economics
    University of Vigo)

  • Ekaterina Yachmeneva

    (National Research University Higher School of Economics)

Abstract

This research was aimed at analyzing the moderating role of region on the impact of internal and external sources of knowledge on product innovation from a multilevel perspective. This study has made a contribution to the knowledge and innovation management field for small and medium-sized enterprises (SMEs), by analyzing the utilization of internal and external sources of knowledge in rapidly changing environments, such as the Russian business context, with consideration given to regional disparity. Empirical estimations are carried out on the basis of more than 700 Russian manufacturing SMEs, observed in 2018 within the framework of the project, “Factors of Competitiveness and Growth of Russian Manufacturing Enterprises”. Internal and external sources of knowledge were identified through latent variables and a method of hierarchical linear modeling was applied, considering firm-level data nested within different regions. The results obtained, show that in Russian SMEs, when considering the moderation role of the region, internal and external knowledge have a positive impact on product innovation. Moreover, external knowledge contributes more by comparison to internal knowledge. Meanwhile, the region context conditions the strength of the innovation effect for both knowledge sources. The significance of regional conditions in transforming internal and external sources of knowledge into product innovation, requires specific policy elaboration at regional level. Moreover, the dominating role of external knowledge sources for product innovation in SMEs, proves the necessity of specific policy elaboration with regard to the knowledge-sharing infrastructure connecting different business units.

Suggested Citation

  • Mariia Molodchik & Carlos Jardon & Ekaterina Yachmeneva, 2021. "Multilevel analysis of knowledge sources for product innovation in Russian SMEs," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 247-266, June.
    • Handle: RePEc:spr:eurasi:v:11:y:2021:i:2:d:10.1007_s40821-020-00166-6
    DOI: 10.1007/s40821-020-00166-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40821-020-00166-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40821-020-00166-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Belussi, Fiorenza & Sammarra, Alessia & Sedita, Silvia Rita, 2010. "Learning at the boundaries in an "Open Regional Innovation System": A focus on firms' innovation strategies in the Emilia Romagna life science industry," Research Policy, Elsevier, vol. 39(6), pages 710-721, July.
    2. Joel A. C. Baum & Tony Calabrese & Brian S. Silverman, 2000. "Don't go it alone: alliance network composition and startups' performance in Canadian biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 267-294, March.
    3. Bengt-Åke Lundvall, 2007. "National Innovation Systems—Analytical Concept and Development Tool," Industry and Innovation, Taylor & Francis Journals, vol. 14(1), pages 95-119.
    4. Riccardo Crescenzi & Alexander Jaax, 2017. "Innovation in Russia: The Territorial Dimension," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 66-88, January.
    5. Stepan Zemtsov & Alexander Muradov & Imogen Wade & Vera Barinova, 2016. "Determinants of Regional Innovation in Russia: Are People or Capital More Important?," Foresight-Russia Форсайт, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 10(2 (eng)), pages 29-42.
    6. Ali Vafaei-Zadeh & Haniruzila Hanifah & Behzad Foroughi & Yashar Salamzadeh, 2019. "Knowledge leakage, an Achilles’ heel of knowledge sharing," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 445-461, December.
    7. Roberta Capello & Alessandra Faggian, 2005. "Collective Learning and Relational Capital in Local Innovation Processes," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 75-87.
    8. Franz, Peter, 2010. "Knowledge Spillovers as a Central Element in Theories about Knowledge-Based Regional Development: Advancement in Theory and Obstacles for Empirical Research," IWH Discussion Papers 5/2010, Halle Institute for Economic Research (IWH).
    9. Frenz, Marion & Ietto-Gillies, Grazia, 2009. "The impact on innovation performance of different sources of knowledge: Evidence from the UK Community Innovation Survey," Research Policy, Elsevier, vol. 38(7), pages 1125-1135, September.
    10. Igor Filatotchev & Xiaohui Liu & Trevor Buck & Mike Wright, 2009. "The export orientation and export performance of high-technology SMEs in emerging markets: The effects of knowledge transfer by returnee entrepreneurs," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(6), pages 1005-1021, August.
    11. Rachel Griffith & Stephen Redding & John Van Reenen, 2003. "R&D and Absorptive Capacity: Theory and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(1), pages 99-118, March.
    12. Rolf Sternberg & Olaf Arndt, 2001. "The Firm or the Region: What Determines the Innovation Behavior of European Firms?," Economic Geography, Taylor & Francis Journals, vol. 77(4), pages 364-382, October.
    13. Keld Laursen & Nicolai J. Foss, 2003. "New human resource management practices, complementarities and the impact on innovation performance," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(2), pages 243-263, March.
    14. Nuno Carvalho & Isabel Gomes, 2017. "Knowledge Sharing between Enterprises of the Same Group," International Journal of Knowledge Management (IJKM), IGI Global, vol. 13(1), pages 34-52, January.
    15. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    16. Klochikhin, Evgeny A., 2012. "Russia's innovation policy: Stubborn path-dependencies and new approaches," Research Policy, Elsevier, vol. 41(9), pages 1620-1630.
    17. Otieno Osoro & Patrick Vermeulen & Joris Knoben & Godius Kahyarara, 2016. "Effect of knowledge sources on firm-level innovation in Tanzania," Innovation and Development, Taylor & Francis Journals, vol. 6(2), pages 259-280, July.
    18. Victoria Golikova & Boris Kuznetsov, 2017. "Suboptimal Size: Factors Preventing the Growth of Russian Small and Medium-Sized Enterprises," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 11(3), pages 83-93.
    19. Rothaermel, Frank T., 2001. "Complementary assets, strategic alliances, and the incumbent's advantage: an empirical study of industry and firm effects in the biopharmaceutical industry," Research Policy, Elsevier, vol. 30(8), pages 1235-1251, October.
    20. Phung, Thuy M.T. & Vermeulen, P.A.M. & Knoben, Joris & Thọ Đạt, Trần, 2018. "Made in Vietnam : The Effects of Internal, Collaborative, and Regional Knowledge Sources of Product Innovation in Vietnamese Firms," Other publications TiSEM b9296264-405c-4575-8893-b, Tilburg University, School of Economics and Management.
    21. Peter Franz, 2010. "Knowledge spill-overs for knowledge-based development: progression in theory and obstacles for empirical research," International Journal of Knowledge-Based Development, Inderscience Enterprises Ltd, vol. 1(1/2), pages 25-38.
    22. Anzola-Román, Paula & Bayona-Sáez, Cristina & García-Marco, Teresa, 2018. "Organizational innovation, internal R&D and externally sourced innovation practices: Effects on technological innovation outcomes," Journal of Business Research, Elsevier, vol. 91(C), pages 233-247.
    23. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    24. Gustavo Crespi & Jorge Katz & Jocelyn Olivari, 2018. "Innovation, natural resource-based activities and growth in emerging economies: the formation and role of knowledge-intensive service firms," Innovation and Development, Taylor & Francis Journals, vol. 8(1), pages 79-101, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hugo Castro-Silva & Francisco Lima, 2023. "The struggle of small firms to retain high-skill workers: job duration and the importance of knowledge intensity," Small Business Economics, Springer, vol. 60(2), pages 537-572, February.
    2. Nawal Abdalla Adam & Hind Alofaysan, 2023. "External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation," Sustainability, MDPI, vol. 15(5), pages 1-14, February.
    3. Xiangqian Li & Qiang Qiang & Li Huang & Cunquan Huang, 2022. "How Knowledge Sharing Affects Business Model Innovation: An Empirical Study from the Perspective of Ambidextrous Organizational Learning," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
    4. Mariacristina Piva & Massimiliano Tani & Marco Vivarelli, 2023. "The productivity impact of short-term labor mobility across industries," Small Business Economics, Springer, vol. 60(2), pages 691-705, February.
    5. Eduardo Antonio Chang-Muñoz & Andrés Felipe Guarín-García & Yuneidis Charris-Sevilla & José Fernando Gallego-Nicholls & Cristina Santos-Rojo & Arturo Ortigosa-Blanch, 2023. "Innovation Activities and Their Impact on Product Innovation Results: Evidence from a Sectorial Study," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
    6. Katharina Friz & Jutta Günther, 2021. "Innovation and economic crisis in transition economies," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(4), pages 537-563, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Carlos M. Jardon & Nilda C. Tañski & Xavier Martinez-Cobas, 2023. "Sources of knowledge for innovation capability in subsistence small businesses: a case of the wood sector in Argentina," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(3), pages 839-860, June.
    2. Frida Thomas Pacho, 2018. "Diversified Network Effects on Innovation Performance in Tanzania: Innovation Strategy in Service Firms," Journal of Entrepreneurship and Business Innovation, Macrothink Institute, Journal of Entrepreneurship and Business Innovation, vol. 5(1), pages 1-1, December.
    3. Zbigniew Drewniak & Rafal Drewniak & Robert Karaszewski, 2020. "The Assessment of the Features of Inter-organisational Relationships: Benefits, Duration, Repeatability and Maturity of the Relationship with the Company's Stakeholders," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 443-461.
    4. Maureen McKelvey & Bastian Rake, 2012. "Research Network Position and Innovative Performance: Evidence from the Pharmaceutical Industry," Jena Economics Research Papers 2012-021, Friedrich-Schiller-University Jena.
    5. Thanos Fragkandreas, 2023. "Case study research on innovation systems: paradox, dialectical analysis and resolution," Working Papers 65, Birkbeck Centre for Innovation Management Research, revised 15 May 2023.
    6. Ennen, Edgar & Richter, Ansgar, 2009. "The Whole Is More Than the Sum of Its Parts - Or Is It? A Review of the Empirical Literature on Complementarities in Organizations," MPRA Paper 15666, University Library of Munich, Germany.
    7. Adrián Kovács & Bart Looy & Bruno Cassiman, 2015. "Exploring the scope of open innovation: a bibliometric review of a decade of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 951-983, September.
    8. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    9. Martínez-Román, Juan A. & Gamero, Javier & Delgado-González, María de Loreto & Tamayo, Juan A., 2019. "Innovativeness and internationalization in SMEs: An empirical analysis in European countries," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    10. Haessler, Philipp & Giones, Ferran & Brem, Alexander, 2023. "The who and how of commercializing emerging technologies: A technology-focused review," Technovation, Elsevier, vol. 121(C).
    11. Lee, Cheng-Wen, 2007. "Strategic alliances influence on small and medium firm performance," Journal of Business Research, Elsevier, vol. 60(7), pages 731-741, July.
    12. Rothaermel, Frank T. & Deeds, David L., 2006. "Alliance type, alliance experience and alliance management capability in high-technology ventures," Journal of Business Venturing, Elsevier, vol. 21(4), pages 429-460, July.
    13. Ángela Vásquez-Urriago & Andrés Barge-Gil & Aurelia Rico & Evita Paraskevopoulou, 2014. "The impact of science and technology parks on firms’ product innovation: empirical evidence from Spain," Journal of Evolutionary Economics, Springer, vol. 24(4), pages 835-873, September.
    14. Sunny Hahn & Jina Kang, 2017. "Complementary or conflictory?: the effects of the composition of the syndicate on venture capital-backed IPOs in the US stock market," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 77-102, March.
    15. Phung, Thuy M.T. & Vermeulen, P.A.M. & Knoben, Joris & Thọ Đạt, Trần, 2018. "Made in Vietnam : The Effects of Internal, Collaborative, and Regional Knowledge Sources of Product Innovation in Vietnamese Firms," Other publications TiSEM b9296264-405c-4575-8893-b, Tilburg University, School of Economics and Management.
    16. Kalle Pajunen & Joonas Järvinen, 2018. "To survive or succeed? An analysis of biotechnology firms," Small Business Economics, Springer, vol. 51(3), pages 757-771, October.
    17. Chen, Victor Zitian & Li, Jing & Shapiro, Daniel M., 2012. "International reverse spillover effects on parent firms: Evidences from emerging-market MNEs in developed markets," European Management Journal, Elsevier, vol. 30(3), pages 204-218.
    18. repec:ris:cieodp:2013_014 is not listed on IDEAS
    19. Robert Huggins & Piers Thompson, 2015. "Entrepreneurship, innovation and regional growth: a network theory," Small Business Economics, Springer, vol. 45(1), pages 103-128, June.
    20. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.
    21. Pippel, Gunnar, 2012. "The Impact of R&D Collaboration Networks on the Performance of Firms and Regions: A Meta-Analysis of the Evidence," IWH Discussion Papers 14/2012, Halle Institute for Economic Research (IWH).

    More about this item

    Keywords

    Internal knowledge; External knowledge; Product innovation; Russian companies; SMEs; Multilevel analysis; Region context;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:eurasi:v:11:y:2021:i:2:d:10.1007_s40821-020-00166-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.