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Want Export Diversification? Educate The Kids First

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  • Michael Jetter
  • Andrés Ramírez Hassan

Abstract

type="main" xml:id="ecin12213-abs-0001"> This paper uses Bayesian model averaging to uncover the true determinants of export diversification among 36 potential factors, and thus 2-super-36 potential models. Using data from 2001 to 2010, our results reveal two strong predictors: Primary school enrollment (99.7% posterior inclusion probability in the true model) raises export diversification, whereas the share of natural resources in gross domestic product (98.6%) lowers diversification levels. The importance of basic education coverage offers policymakers an opening toward diversifying exports, at least in the long run. This result is robust to accounting for the endogeneity of income levels by applying an instrumental variable BMA method. ( JEL C11, F1, F34, O1, O2, O11)

Suggested Citation

  • Michael Jetter & Andrés Ramírez Hassan, 2015. "Want Export Diversification? Educate The Kids First," Economic Inquiry, Western Economic Association International, vol. 53(4), pages 1765-1782, October.
  • Handle: RePEc:bla:ecinqu:v:53:y:2015:i:4:p:1765-1782
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    File URL: http://hdl.handle.net/10.1111/ecin.2015.53.issue-4
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    Cited by:

    1. Lee, Dongyeol & Zhang, Huan, 2022. "Export diversification in low-income countries and small states: Do country size and income level matter?," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 250-265.
    2. Gnangnon, Sèna Kimm, 2020. "Aid for Trade flows and Poverty Reduction in Recipient-Countries," EconStor Preprints 213807, ZBW - Leibniz Information Centre for Economics.
    3. Gnangnon, Sèna Kimm, 2020. "Aid for Trade, Export Product Diversification and Import Product Diversification," EconStor Preprints 223021, ZBW - Leibniz Information Centre for Economics.
    4. Jetter, Michael & Parmeter, Christopher F., 2018. "Sorting through global corruption determinants: Institutions and education matter – Not culture," World Development, Elsevier, vol. 109(C), pages 279-294.
    5. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
    6. Mora, Jesse & Olabisi, Michael, 2023. "Economic development and export diversification: The role of trade costs," International Economics, Elsevier, vol. 173(C), pages 102-118.
    7. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.
    8. Coniglio, Nicola D. & Vurchio, Davide & Cantore, Nicola & Clara, Michele, 2021. "On the evolution of comparative advantage: Path-dependent versus path-defying changes," Journal of International Economics, Elsevier, vol. 133(C).
    9. Ramírez-Hassan, Andrés & Carvajal-Rendón, Daniela A., 2021. "Specification uncertainty in modeling internet adoption: A developing city case analysis," Utilities Policy, Elsevier, vol. 70(C).
    10. Maribel Serna Rodríguez & Andrés Ramírez Hassan & Alexander Coad, 2019. "Uncovering Value Drivers of High Performance Soccer Players," Journal of Sports Economics, , vol. 20(6), pages 819-849, August.
    11. Oleksandr Popov & Sergiy Melnikov & Oleksandr Skachkov & Vasiliy Lyba, 2022. "Assessment of the Level of Economies' Foreign Trade Diversification," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 16(3), September.
    12. Sèna Kimm Gnangnon, 2021. "Aid for trade and inflation: Exploring the trade openness, export product diversification and foreign direct investment channels," Australian Economic Papers, Wiley Blackwell, vol. 60(4), pages 563-593, December.
    13. Andrés Ramírez-Hassan, 2020. "Dynamic variable selection in dynamic logistic regression: an application to Internet subscription," Empirical Economics, Springer, vol. 59(2), pages 909-932, August.
    14. Parteka, Aleksandra, 2020. "What drives cross-country differences in export variety? A bilateral panel approach," Economic Modelling, Elsevier, vol. 92(C), pages 48-56.
    15. Zarach, Zuzanna Helena & Parteka, Aleksandra, 2023. "Export diversification and dependence on natural resources," Economic Modelling, Elsevier, vol. 126(C).
    16. Sajad Rahimian, 2021. "The Determinants of Democracy Revisited: An Instrumental Variable Bayesian Model Averaging Approach," Papers 2103.04255, arXiv.org.
    17. Wenni Lei & Yuwei Luo, 2022. "Institutions Rule in Export Diversity," Sustainability, MDPI, vol. 14(18), pages 1-14, September.
    18. Peñaranda Molina, Diego Andrés, 2021. "Determinantes de la diversificación de exportaciones en Sudamérica: un análisis con datos de panel," Documentos de trabajo 3/2021, Instituto de Investigaciones Socio-Económicas (IISEC), Universidad Católica Boliviana.
    19. César Salinas Depaz & Wilder Pérez Condor & Ricardo Najarro Chuchón, 2019. "Determinantes de la Diversificación Exportadora: Enfoque Bayesiano," Revista de Análisis Económico y Financiero, Universidad de San Martín de Porres, vol. 1(02), pages 23-35.

    More about this item

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • F1 - International Economics - - Trade
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O2 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

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