IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2023i3p773-d1056639.html
   My bibliography  Save this article

Modeling Spatial Development of the Economy Based on the Concept of Economic Complexity (on the Example of Aerospace Industry)

Author

Listed:
  • Julia Dubrovskaya

    (Department of Economics and Finances, Perm National Research Polytechnic University, 29, Komsomolsky Avenue, Perm 614990, Russia)

  • Elena Kozonogova

    (Department of Economics and Finances, Perm National Research Polytechnic University, 29, Komsomolsky Avenue, Perm 614990, Russia)

  • Maria Rusinova

    (Department of Economics and Finances, Perm National Research Polytechnic University, 29, Komsomolsky Avenue, Perm 614990, Russia)

Abstract

Ensuring the rational use of limited space is a key function of government bodies at any level of power. Spatial development of the economy is modeled in the presented paper based on the concept of economic complexity. In addition to the innovative application of the economic complexity concept to the analysis of territorial systems in the form of macroregions, this study used an improved methodology for calculating the index of economic complexity in relation to the processes of interregional cooperation. The methodology of constructing a model of the spatial organization of the economy included determining the composition of the system of equations and their structure, formulating the prerequisites and limitations of the model, and determining an objective function of the model. The minimum level of heterogeneity of spatial development and the maximum of macroregion economic complexity indexes were chosen as the criterion of optimality. As a result of testing the model on real statistical data of the regions in Russia, a grid of macroregions was formed, providing an increase in the diversification of the types of production activities within the macroregion and a decrease in the differentiation of the development of the territories included in it. A computer program was developed during the course of the study that allows simulation experiments to be carried out in order to find the optimal variant of spatial organization of the economy. In addition, in the example of the aerospace industry, the management algorithm of the regional sectoral branching process was tested.

Suggested Citation

  • Julia Dubrovskaya & Elena Kozonogova & Maria Rusinova, 2023. "Modeling Spatial Development of the Economy Based on the Concept of Economic Complexity (on the Example of Aerospace Industry)," Mathematics, MDPI, vol. 11(3), pages 1-22, February.
  • Handle: RePEc:gam:jmathe:v:11:y:2023:i:3:p:773-:d:1056639
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/3/773/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/11/3/773/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas Kemeny & Michael Storper, 2015. "Is Specialization Good for Regional Economic Development?," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 1003-1018, June.
    2. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    3. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2011. "Export Diversification: What's behind the Hump?," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 590-605, May.
    4. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    5. Klinger, Bailey & Lederman, Daniel, 2006. "Diversification, innovation, and imitation inside the Global Technological Frontier," Policy Research Working Paper Series 3872, The World Bank.
    6. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    7. Philipp Aerni, 2021. "Decentralized Economic Complexity in Switzerland and Its Contribution to Inclusive and Sustainable Change," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
    8. Frank Neffke & Martin Svensson Henning & Ron Boschma & Karl-Johan Lundquist & Lars-Olof Olander, 2008. "Who Needs Agglomeration? Varying Agglomeration Externalities and the Industry Life Cycle," Papers in Evolutionary Economic Geography (PEEG) 0808, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2008.
    9. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    10. Margarida Bandeira Morais & Julia Swart & Jacob Arie Jordaan, 2021. "Economic Complexity and Inequality: Does Regional Productive Structure Affect Income Inequality in Brazilian States?," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    11. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    12. Carla Carolina Pérez-Hernández & Blanca Cecilia Salazar-Hernández & Jessica Mendoza-Moheno & Erika Cruz-Coria & Martín Aubert Hernández-Calzada, 2021. "Mapping the Green Product-Space in Mexico: From Capabilities to Green Opportunities," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    13. Harald Bathelt & Andersand Malmberg & Peter Maskell, 2002. "Clusters and Knowledge Local Buzz, Global Pipelines and the Process of Knowledge Creation," DRUID Working Papers 02-12, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    14. Shengjun Zhu & Canfei He & Yi Zhou, 2015. "How to jump further? Path dependent and path breaking in an uneven industry space," Papers in Evolutionary Economic Geography (PEEG) 1524, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2015.
    15. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    16. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    17. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    18. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    19. Christian Reynolds & Manju Agrawal & Ivan Lee & Chen Zhan & Jiuyong Li & Phillip Taylor & Tim Mares & Julian Morison & Nicholas Angelakis & Göran Roos, 2018. "A sub-national economic complexity analysis of Australia’s states and territories," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 715-726, May.
    20. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    21. Ron Boschma & Koen Frenken, 2009. "Technological relatedness and regional branching," Papers in Evolutionary Economic Geography (PEEG) 0907, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2009.
    22. Robert Goehlich, 2008. "Economic Characteristics of Aerospace Organizations," International Trade and Finance Association Conference Papers 1131, International Trade and Finance Association.
    23. Daniela MOCENCO, 2015. "Supply Chain Features Of The Aerospace Industry Particular Case Airbus And Boeing," Scientific Bulletin - Economic Sciences, University of Pitesti, vol. 14(2), pages 17-25.
    24. Julia Dubrovskaya & Elena Kozonogova & Tatiana Pestereva, 2020. "Evaluation of the State Strategy of Spatial Development Effectiveness of the Russian Federation: A Cluster Approach," Eurasian Studies in Business and Economics, in: Mehmet Huseyin Bilgin & Hakan Danis & Ender Demir & Uchenna Tony-Okeke (ed.), Eurasian Economic Perspectives, pages 131-140, Springer.
    25. Andrés-Rosales, Roldán & Bustamante Lemus, Carlos & Ramírez Argumosa, Giovanna Saraí, 2018. "Social Exclusion and Economic growth in the Mexican Regions: A Spatial Approach," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 40, pages 57-78.
    26. Jing Xiao, 2008. "From the Editor," Journal of Family and Economic Issues, Springer, vol. 29(1), pages 1-4, March.
    Full references (including those not matched with items on IDEAS)

    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. Roberto Antonietti & Chiara Burlina, 2023. "Exploring the entropy-complexity nexus. Evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 257-283, April.
    2. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    3. Penny Mealy & Diane Coyle, 2022. "To them that hath: economic complexity and local industrial strategy in the UK," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(2), pages 358-377, April.
    4. S. Stavropoulos & F. G. Oort & M. J. Burger, 2020. "Heterogeneous relatedness and firm productivity," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(2), pages 403-437, October.
    5. Alessia Lo Turco & Daniela Maggioni, 2017. "Local Discoveries and Technological Relatedness: the Role of Foreign Firms," Papers in Evolutionary Economic Geography (PEEG) 1710, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2017.
    6. Roberto Antonietti & Chiara Burlina, 2019. "From variety to economic complexity: empirical evidence from Italian regions," Papers in Evolutionary Economic Geography (PEEG) 1930, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    7. Belmartino, Andrea, 2022. "Green & non-green relatedness: challenges and diversification opportunities for regional economies in Argentina," Nülan. Deposited Documents 3697, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    8. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    9. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    10. Ron Boschma & Ron Martin, 2010. "The Aims and Scope of Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 1, Edward Elgar Publishing.
    11. Roberto Ercole & Robert O'neill, 2017. "The Influence of Agglomeration Externalities on Manufacturing Growth Within Indonesian Locations," Growth and Change, Wiley Blackwell, vol. 48(1), pages 91-126, March.
    12. Frank Neffke & Martin Henning, 2011. "Inter-industry linkages in local economies," ERSA conference papers ersa11p1075, European Regional Science Association.
    13. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    14. Christophe Carrincazeaux & Frédéric Gaschet, 2006. "Knowledge and the diversity of innovation systems: a comparative analysis of European regions," Post-Print hal-00257384, HAL.
    15. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    16. Yang Li & Frank Neffke, 2022. "Relatedness in regional development: in search of the right specification," Papers in Evolutionary Economic Geography (PEEG) 2208, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2022.
    17. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, April.
    18. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack:The Relatedness and Complexity of Priorities in Smart Specialization Strategies," Economic Geography, Taylor & Francis Journals, vol. 97(5), pages 497-520, October.
    19. Tom Broekel & Rune Dahl Fitjar & Silje Haus-Reve, 2021. "The roles of diversity, complexity, and relatedness in regional development – What does the occupational perspective add?," Papers in Evolutionary Economic Geography (PEEG) 2135, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    20. F. Colozza & R. Boschma & A. Morrison & C. Pietrobelli, 2021. "The importance of global value chains and regional capabilities for the economic complexity of EU-regions," Papers in Evolutionary Economic Geography (PEEG) 2139, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2021.

    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:gam:jmathe:v:11:y:2023:i:3:p:773-:d:1056639. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.