IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v74y2025icp578-590.html

Determinants of export diversification in resource-dependent economies: The role of product relatedness and macroeconomic conditions

Author

Listed:
  • Olvera, Beatriz Calzada
  • Spinola, Danilo

Abstract

Export diversification is crucial for economic development, yet many resource-rich countries have struggled to achieve significant progress in expanding their export structure beyond extractive products. While the lack of capabilities is often highlighted as a primary barrier to diversification, the literature frequently underestimates the significant impact of macroeconomic conditions on export diversification potential. This study seeks to bridge the gap between the capabilities literature and macroeconomic factors, particularly in economies heavily dependent on extractive industries. In order to address our question, we initially introduce a novel measure of product relatedness, expanding on the framework developed by Nomaler and Verspagen (2022), and econometrically estimate its relationship with key macroeconomic variables such as international prices, exchange rates, energy and mineral dependency, and GDP per capita. The analysis spans over 5000 products across multiple countries from 1995 to 2019, with the objective of determining the relative significance of these factors in predicting diversification patterns and assessing how macroeconomic conditions either facilitate or impede diversification, particularly in non-extractive sectors. Our results indicate that while product relatedness is a strong predictor of diversification, particularly in extractive industries where path dependence is highly pronounced, macroeconomic factors play an even more decisive role. These factors not only determine the feasibility of diversification but also shape the conditions under which industries expand and evolve. Depending on their dynamics, macroeconomic variables can either reinforce existing patterns of specialisation or create new opportunities for diversification.

Suggested Citation

  • Olvera, Beatriz Calzada & Spinola, Danilo, 2025. "Determinants of export diversification in resource-dependent economies: The role of product relatedness and macroeconomic conditions," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 578-590.
  • Handle: RePEc:eee:streco:v:74:y:2025:i:c:p:578-590
    DOI: 10.1016/j.strueco.2025.05.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X25000906
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2025.05.019?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 look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    2. Ricardo Hausmann & Bailey Klinger, 2007. "The Structure of the Product Space and the Evolution of Comparative Advantage," Growth Lab Working Papers 10, Harvard's Growth Lab.
    3. Dani Rodrik, 2008. "The Real Exchange Rate and Economic Growth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 365-439.
    4. Hausmann, Ricardo & Hidalgo, Cesar A., 2010. "Country Diversification, Product Ubiquity, and Economic Divergence," Working Paper Series rwp10-045, Harvard University, John F. Kennedy School of Government.
    5. Alsharif, Nouf & Bhattacharyya, Sambit & Intartaglia, Maurizio, 2017. "Economic diversification in resource rich countries: History, state of knowledge and research agenda," Resources Policy, Elsevier, vol. 52(C), pages 154-164.
    6. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    7. Thi Anh-Dao Tran & Minh Hong Phi & Diadié Diaw, 2017. "Export diversification and real exchange rate in emerging Latin America and Asia: A South–North vs. South-South decomposition," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(6), pages 649-676, August.
    8. Angus Deaton, 1999. "Commodity Prices and Growth in Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 23-40, Summer.
    9. Klinger, Bailey & Lederman, Daniel, 2006. "Diversification, innovation, and imitation inside the Global Technological Frontier," Policy Research Working Paper Series 3872, The World Bank.
    10. Jeroen Content & Koen Frenken, 2016. "Related variety and economic development: a literature review," European Planning Studies, Taylor & Francis Journals, vol. 24(12), pages 2097-2112, December.
    11. Sekkat, Khalid, 2016. "Exchange rate misalignment and export diversification in developing countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 1-14.
    12. Manuel R. Agosin & Roberto Alvarez & Claudio Bravo‐Ortega, 2012. "Determinants of Export Diversification Around the World: 1962–2000," The World Economy, Wiley Blackwell, vol. 35(3), pages 295-315, March.
    13. Cimoli, Mario & Lima, Gilberto Tadeu & Porcile, Gabriel, 2016. "The production structure, exchange rate preferences and the short-run—Medium-run macrodynamics," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 13-26.
    14. Jose Antonio Alonso & Víctor Martín, 2020. "Product relatedness and economic diversification at the regional level in two emerging economies: Mexico and Brazil," Regional Studies, Taylor & Francis Journals, vol. 53(12), pages 1710-1722, July.
    15. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990.
    16. Freire, Clovis, 2019. "Economic diversification: A model of structural economic dynamics and endogenous technological change," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 13-28.
    17. Ron Boschma & Asier Minondo & Mikel Navarro, 2013. "The Emergence of New Industries at the Regional Level in S pain: A Proximity Approach Based on Product Relatedness," Economic Geography, Clark University, vol. 89(1), pages 29-51, January.
    18. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    19. Canfei He & Yan Yan & David Rigby, 2018. "Regional industrial evolution in China," Papers in Regional Science, Wiley Blackwell, vol. 97(2), pages 173-198, June.
    20. Gabriel Porcile & Danilo Spinola & Giuliano Yajima, 2023. "Growth trajectories and political economy in a Structuralist open economy model," Review of Keynesian Economics, Edward Elgar Publishing, vol. 11(3), pages 350-376, July.
    21. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    22. Nomaler, Önder & Verspagen, Bart, 2024. "Related or unrelated diversification: What is smart specialization?," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 503-515.
    23. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    24. Canfei He & Shengjun Zhu, 2018. "Evolution of Export Product Space in China: Technological Relatedness, National/Local Governance and Regional Industrial Diversification," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 109(4), pages 575-593, September.
    25. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    26. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    27. Thi Anh-Dao Tran & Minh Hong Phi & Diadié Diaw, 2017. "Export diversification and real exchange rate in emerging Latin America and Asia: A South–North vs. South-South decomposition," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(6), pages 649-676, August.
    28. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    29. Hausmann, Ricardo & Klinger, Bailey, 2006. "Structural Transformation and Patterns of Comparative Advantage in the Product Space," Working Paper Series rwp06-041, Harvard University, John F. Kennedy School of Government.
    30. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 709-751, August.
    31. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    32. Corden, W Max & Neary, J Peter, 1982. "Booming Sector and De-Industrialisation in a Small Open Economy," Economic Journal, Royal Economic Society, vol. 92(368), pages 825-848, December.
    33. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    34. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    35. Luiz Carlos Bresser-Pereira, 2020. "New Developmentalism: development macroeconomics for middle-income countries," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 44(3), pages 629-646.
    36. Alberto Botta & Danilo Spinola & Giuliano Yajima & Gabriel Porcile, 2025. "Pasinetti, debt sustainability and structural change in an era of global finance: an emerging and developing countries’ perspective," Review of Keynesian Economics, Edward Elgar Publishing, vol. 13(2), pages 216-248, April.
    37. Heiko Hesse, 2008. "Export Diversification and Economic Growth," World Bank Publications - Books, The World Bank Group, number 28040, April.
    38. Guzman, Martin & Ocampo, Jose Antonio & Stiglitz, Joseph E., 2018. "Real exchange rate policies for economic development," World Development, Elsevier, vol. 110(C), pages 51-62.
    39. Simon Ville & Olav Wicken, 2013. "The dynamics of resource-based economic development: evidence from Australia and Norway," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1341-1371, October.
    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. Wonsub Eum & Jeong‐Dong Lee, 2022. "Alternative paths of diversification for developing countries," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2336-2355, November.
    2. Jefferson Ricardo Bretas Galetti & Milene Simone Tessarin & Paulo Cesar Morceiro, 2021. "Skill relatedness, structural change and heterogeneous regions: evidence from a developing country," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1355-1376, December.
    3. Belmartino, Andrea & Calá, Carla Daniela, 2020. "A regional approach to the study of industrial diversity in Argentina (1996–2012)," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    4. Evgeniy Kutsenko & Sabyasachi Tripathi & Kirill Tyurchev, 2023. "Does complementarity matter for the emergence of new specialization industries in the regions of Russia?," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(9), pages 2126-2155, December.
    5. Nomaler, Önder & Verspagen, Bart, 2022. "Some new views on product space and related diversification," MERIT Working Papers 2022-011, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Jeroen Content & Nicola Cortinovis & Koen Frenken & Jacob Jordaan, 2022. "The roles of KIBS and R&D in the industrial diversification of regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(1), pages 29-64, February.
    7. Pinheiro, Cristina, 2025. "Relatedness and economic complexity as tools for industrial policy: Insights and limitations," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 1-10.
    8. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.
    9. Freire, Clovis, 2025. "Is this time different? Impact of AI in output, employment and inequality across low, middle and high-income countries," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 136-157.
    10. Eum, Wonsub & Lee, Jeong-Dong, 2019. "Role of production in fostering innovation," Technovation, Elsevier, vol. 84, pages 1-10.
    11. Tran, Thi Anh-Dao & Phi, Minh Hong & Thai, Long, 2020. "Global value chains and the missing link between exchange rates and export diversification," International Economics, Elsevier, vol. 164(C), pages 194-205.
    12. Hausmann, Ricardo & Stock, Daniel P. & Yıldırım, Muhammed A., 2022. "Implied comparative advantage," Research Policy, Elsevier, vol. 51(8).
    13. Moritz Breul & Thi Xuan Thu Nguyen, 2021. "The Impact of Extractive Industries on Regional Diversification: Evidence from Vietnam," Papers in Evolutionary Economic Geography (PEEG) 2129, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    14. Mania, Elodie & Rieber, Arsène, 2019. "Product export diversification and sustainable economic growth in developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 138-151.
    15. Sergey Kadochnikov & Anna Fedyunina, 2013. "Export diversification in the product space and regional growth: Evidence from Russia," Papers in Evolutionary Economic Geography (PEEG) 1327, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2013.
    16. Malah-Kuete, Yselle Flora & Avom, Désiré & Omgba, Luc Désiré, 2025. "Women in Sciences and Engineering : Why Leveling Employment in Industrial Sectors Matters for Economic Diversification in Developing Countries," Policy Research Working Paper Series 11211, The World Bank.
    17. Hailu, Degol & Kipgen, Chinpihoi, 2017. "The Extractives Dependence Index (EDI)," Resources Policy, Elsevier, vol. 51(C), pages 251-264.
    18. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    19. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    20. Belmartino, Andrea, 2025. "The role of green and non-green relatedness in the development of new green specialisations in Argentinean provinces," World Development, Elsevier, vol. 195(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L78 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Government Policy

    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:eee:streco:v:74:y:2025:i:c:p:578-590. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    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.