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Bilateral relatedness: knowledge diffusion and the evolution of bilateral trade

Author

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  • César A. Hidalgo

    (MBS - Manchester Business School - University of Manchester [Manchester], SEAS - Harvard John A. Paulson School of Engineering and Applied Sciences - Harvard University, Comue de Toulouse - Communauté d'universités et établissements de Toulouse, EPE UT - Université de Toulouse - Comue de Toulouse - Communauté d'universités et établissements de Toulouse)

  • Bogang Jun

  • Aamena Alshamsi
  • Jian Gao

Abstract

During the last two decades, two important contributions have reshaped our understanding of international trade. First, countries trade more with those with whom they share history, language, and culture, suggesting that trade is limited by information frictions. Second, countries are more likely to start exporting products that are related to their current exports, suggesting that shared capabilities and knowledge diffusion constrain export diversification. Here, we join both of these streams of literature by developing three measures of bilateral relatedness and using them to ask whether the destinations to which a country will increase its exports of a product are predicted by these forms of relatedness. The first form is product relatedness, and asks whether a country already exports many similar products to a destination. The second is importer relatedness, and asks whether the country exports the same product to the neighbors of the target destination. The third is exporter relatedness, and asks whether a country's neighbors are already exporting the same product to the destination. We use bilateral trade data from 2000 to 2015, and a variety of controls in multiple gravity specifications, to show that countries are more likely to increase their exports of a Bogang Jun

Suggested Citation

  • César A. Hidalgo & Bogang Jun & Aamena Alshamsi & Jian Gao, 2019. "Bilateral relatedness: knowledge diffusion and the evolution of bilateral trade," Post-Print hal-03058585, HAL.
  • Handle: RePEc:hal:journl:hal-03058585
    DOI: 10.1007/s00191-019-00638-7
    Note: View the original document on HAL open archive server: https://hal.science/hal-03058585v1
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    Cited by:

    1. Uwe Cantner & Martin Kalthaus & Matthias Menter & Pierre Mohnen, 2023. "Global knowledge flows: characteristics, determinants, and impacts," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1063-1076.
    2. Hidalgo, César & Stojkoski, Viktor, 2025. "The Theory of Economic Complexity," TSE Working Papers 1648, Toulouse School of Economics (TSE), revised Aug 2025.
    3. Joël Cariolle & Camille da Piedade, 2023. "Digital connectedness and exports upgrading: Is sub‐Saharan Africa catching up?," The World Economy, Wiley Blackwell, vol. 46(11), pages 3325-3344, November.
    4. Seung Hwan Kim & Jeong hwan Jeon & Anwar Aridi & Bogang Jun, 2022. "Factors that affect the technological transition of firms toward the industry 4.0 technologies," Papers 2209.02239, arXiv.org.
    5. Xiangjie Liu & Chengliang Liu & Junxian Piao, 2024. "Unpacking technology flows based on patent transactions: does trickle-down, proximity, and siphon help regional specialization?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(1), pages 433-458, June.
    6. Marco Due~nas & Federico Nutarelli & V'ictor Ortiz & Massimo Riccaboni & Francesco Serti, 2021. "Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms," Papers 2104.04570, arXiv.org, revised Nov 2024.
    7. Viktor Stojkoski & Cesar Augusto Hidalgo, 2025. "Optimizing Economic Complexity," Working Papers hal-04990629, HAL.
    8. Xiyan Mao & Peiyu Wang, 2023. "Import–export nexus and China's emerging trade in environmental goods," Growth and Change, Wiley Blackwell, vol. 54(1), pages 157-181, March.
    9. Jung-In Yeon & Sojung Hwang & Bogang Jun, 2022. "The spillover effect of neighboring port on regional industrial diversification and regional economic resilience," Papers 2204.00189, arXiv.org.
    10. Quinten De Wettinck & Karolien De Bruyne & Wouter Bam & C'esar A. Hidalgo, 2025. "Economic Complexity Alignment and Sustainable Development," Papers 2509.17919, arXiv.org, revised Sep 2025.
    11. C'esar A. Hidalgo, 2022. "Knowledge is non-fungible," Papers 2205.02167, arXiv.org.
    12. Seung Hwan Kim & Bogang Jun & Jeong-Dong Lee, 2023. "Technological relatedness: how do firms diversify their technology?," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(9), pages 4901-4931, September.
    13. World Bank, 2023. "Manufacturing Firm Diversification into Industry 4.0 Technologies," World Bank Publications - Reports 40246, The World Bank Group.
    14. Dueñas, Marco & Ortiz, Víctor & Riccaboni, Massimo & Serti, Francesco, 2021. "Assessing the Impact of COVID-19 on Trade: a Machine Learning Counterfactual Analysis," Working papers 79, Red Investigadores de Economía.
    15. Matte Hartog & Frank Neffke & J. Ernesto Lopez-Cordova, 2020. "Assessing Ukraine's Role in European Value Chains: A Gravity Equation-cum-Economic Complexity Analysis Approach," CID Working Papers 129a, Center for International Development at Harvard University.
    16. Cesar A. Hidalgo, 2022. "Knowledge is non-fungible," Papers in Evolutionary Economic Geography (PEEG) 2229, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    17. Behrooz Shahmoradi & Nejla Ould Daoud Ellili, 2024. "Bibliometric review of research on economic complexity: current trends, developments, and future research directions," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(4), pages 859-891, December.
    18. Yan, Wenshou & Cai, Yan & Guo, Xuan, 2023. "How can trade partners be chosen when facing food scandals? China's milk scandal as a natural experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(04), August.
    19. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    20. Gonzalo Castañeda & Luis Castro Peñarrieta & Omar A. Guerrero & Florian Chávez-Juárez, 2024. "How do social capabilities shape a country’s comparative advantages? Unpacking industries’ relatedness," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 160(3), pages 1083-1116, August.
    21. Paras Kharel & Aayush Poudel, 2024. "A study on Nepal-Australia economic ties," Research Papers rp/24/01, South Asia Watch on Trade, Economics and Environment.
    22. Kexuan Zhou & Sanjay Kumar & Futao Lu & Qiaoyun Fang & Linhui Yu, 2022. "Has the Belt and Road Initiative Improved the Quality of Food Imported by Chinese Enterprises?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(2), pages 60-83, March.
    23. Campi, Mercedes & Dueñas, Marco, 2022. "Clusters and Resilience during the COVID–19 Crisis: Evidence from Colombian Exporting Firms," IDB Publications (Working Papers) 12527, Inter-American Development Bank.
    24. Yibo Qiao & Yingcheng Li & Ron Boschma, 2025. "Place Dependence, Industrial Diversification, and Economic Performance of Chinese Cities," Papers in Evolutionary Economic Geography (PEEG) 2531, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2025.
    25. Kalathil, Nikhil & Lanahan, Lauren & Feldman, Maryann & Fuchs, Erica R.H, 2025. "Varieties of agglomeration: Disentangling horizontal and vertical agglomeration within the manufacturing sector in the United States," Research Policy, Elsevier, vol. 54(7).

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    Keywords

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    JEL classification:

    • F1 - International Economics - - Trade
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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