IDEAS home Printed from https://ideas.repec.org/p/hhs/hamisu/2023_014.html
   My bibliography  Save this paper

Economic Opportunities and Human Capital Investments: Evidence from Artisanal Gold Mining in Africa

Author

Listed:
  • Ghazarian, Avenia

    (Mistra Center for Sustainable Markets (Misum))

  • Khan, Akib

    (Uppsala University)

Abstract

How does human capital investment respond to local economic opportunities? Income gains can increase the demand for schooling while new jobs raise the opportunity costs. We investigate this question in the context of rapid growth in artisanal gold mining in sub-Saharan Africa. We compile 45 waves of Demographic and Health Surveys covering 1.3 million individuals from 14 countries in this region. Identification comes from two sources of variation: one in the global gold price and the other in the exposure of households to places that are geologically suitable for artisanal gold mining. We find that a near-tripling of the global gold price – reflecting changes between 2005 and 2010 – leads to a decline in school attendance: by 3.1 pp for 11 to 15-year-olds and by 2.3 pp for 16 to 20-year-olds who live near gold-suitable areas. These reductions are higher for boys. Taken together, these results highlight the potential costs of economic development driven by natural resources.

Suggested Citation

  • Ghazarian, Avenia & Khan, Akib, 2023. "Economic Opportunities and Human Capital Investments: Evidence from Artisanal Gold Mining in Africa," Misum Working Paper Series 2023-14, Stockholm School of Economics, Mistra Center for Sustainable Markets (Misum).
  • Handle: RePEc:hhs:hamisu:2023_014
    as

    Download full text from publisher

    File URL: https://swopec.hhs.se/hamisu/papers/hamisu2023_014.1.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Anjali Adukia & Sam Asher & Paul Novosad, 2020. "Educational Investment Responses to Economic Opportunity: Evidence from Indian Road Construction," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 348-376, January.
    2. Edmonds, Eric V. & Pavcnik, Nina, 2006. "International trade and child labor: Cross-country evidence," Journal of International Economics, Elsevier, vol. 68(1), pages 115-140, January.
    3. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
    4. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    5. Bazillier, Remi & Girard, Victoire, 2020. "The gold digger and the machine. Evidence on the distributive effect of the artisanal and industrial gold rushes in Burkina Faso," Journal of Development Economics, Elsevier, vol. 143(C).
    6. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs [Sampling-based vs. Design-based Uncertainty in Regression Analysis]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    7. Mark M. Pitt & Mark R. Rosenzweig & Mohammad Nazmul Hassan, 2012. "Human Capital Investment and the Gender Division of Labor in a Brawn-Based Economy," American Economic Review, American Economic Association, vol. 102(7), pages 3531-3560, December.
    8. Manisha Shah & Bryce Millett Steinberg, 2017. "Drought of Opportunities: Contemporaneous and Long-Term Impacts of Rainfall Shocks on Human Capital," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 527-561.
    9. Nicolas Berman & Mathieu Couttenier & Dominic Rohner & Mathias Thoenig, 2017. "This Mine Is Mine! How Minerals Fuel Conflicts in Africa," American Economic Review, American Economic Association, vol. 107(6), pages 1564-1610, June.
    10. Robert Jensen, 2000. "Agricultural Volatility and Investments in Children," American Economic Review, American Economic Association, vol. 90(2), pages 399-404, May.
    11. Natalie Bau & Martin Rotemberg & Manisha Shah & Bryce Steinberg, 2020. "Human Capital Investment in the Presence of Child Labor," NBER Working Papers 27241, National Bureau of Economic Research, Inc.
    12. Victoire Girard & Teresa Molina-Millán & Guillaume Vic, 2022. "Artisanal mining in Africa," NOVAFRICA Working Paper Series wp2201, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    13. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Abu-Qarn, Aamer & Lichtman-Sadot, Shirlee, 2019. "Connecting Disadvantaged Communities to Work and Higher Education Opportunities: Evidence from Public Transportation Penetration to Arab Towns in Israel," IZA Discussion Papers 12824, Institute of Labor Economics (IZA).
    2. Aamer Abu‐Qarn & Shirlee Lichtman‐Sadot, 2022. "The Trade‐Off Between Work and Education: Evidence from Public Transportation Penetration to Arab Towns in Israel," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 193-225, January.
    3. Aparajita Dasgupta & Anahita Karandikar, 2021. "Gender-Gap in Learning Outcomes under Rainfall Shocks: The Role of Gender Norms," Working Papers 70, Ashoka University, Department of Economics.
    4. Bai, Jie & Wang, Yukun, 2020. "Returns to work, child labor and schooling: The income vs. price effects," Journal of Development Economics, Elsevier, vol. 145(C).
    5. Maleke Fourati & Victoire Girard & Jeremy Laurent-Lucchetti, 2021. "Sexual violence as a weapon of war," NOVAFRICA Working Paper Series wp2103, Universidade Nova de Lisboa, Nova School of Business and Economics, NOVAFRICA.
    6. Anjali Adukia & Sam Asher & Paul Novosad, 2020. "Educational Investment Responses to Economic Opportunity: Evidence from Indian Road Construction," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 348-376, January.
    7. Luke Heath Milsom, 2023. "Moving OpportunityLocal Connectivity and Spatial Inequality," CEPREMAP Working Papers (Docweb) 2203, CEPREMAP.
    8. Habtamu Ali Beshir & Jean-François Maystadt, 2022. "Price shocks and human capital: Timing matters," LIDAM Discussion Papers IRES 2022020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    9. Lou, Jing & Li, Jie, 2022. "Export expansion and intergenerational education mobility: Evidence from China," China Economic Review, Elsevier, vol. 73(C).
    10. Faqin Lin, 2022. "Agriculture exports, child labor and youth education: Evidence from 68 developing countries," Review of International Economics, Wiley Blackwell, vol. 30(2), pages 490-513, May.
    11. Francisco M. P. Mugizi, 2022. "Stronger together? Shocks, educational investment, and self-help groups in Tanzania," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 24(2), pages 511-548, December.
    12. Palacios, Paola & Rojas-Velásquez, Libardo, 2023. "Impact of weather shocks on educational outcomes in the municipalities of Colombia," International Journal of Educational Development, Elsevier, vol. 101(C).
    13. Aggarwal, Shilpa, 2018. "Do rural roads create pathways out of poverty? Evidence from India," Journal of Development Economics, Elsevier, vol. 133(C), pages 375-395.
    14. Oliver Falck & Michael Fritsch & Stephan Heblich & Anne Otto, 2018. "Music in the air: estimating the social return to cultural amenities," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 42(3), pages 365-391, August.
    15. Do, Quy-Toan & Levchenko, Andrei A. & Raddatz, Claudio, 2016. "Comparative advantage, international trade, and fertility," Journal of Development Economics, Elsevier, vol. 119(C), pages 48-66.
    16. Sowmya Dhanaraj & Christy Mariya Paul & Smit Gade, 2019. "Household income dynamics and investment in children: Evidence from India," Education Economics, Taylor & Francis Journals, vol. 27(5), pages 507-520, September.
    17. Stoop, Nik & Verpoorten, Marijke & van der Windt, Peter, 2019. "Artisanal or industrial conflict minerals? Evidence from Eastern Congo," World Development, Elsevier, vol. 122(C), pages 660-674.
    18. Francesca Marchetta & David E Sahn & Luca Tiberti, 2019. "The Role of Weather on Schooling and Work of Young Adults in Madagascar," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(4), pages 1203-1227.
    19. Ang, James B. & Gupta, Satyendra Kumar, 2018. "Agricultural yield and conflict," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 397-417.
    20. Du, Yan & Yan, Jie & Cao, Fangzhou & Li, Yifei & Zhou, Mao, 2023. "Higher education expansion and domestic value added in exports: Theory and evidence from China," Journal of Asian Economics, Elsevier, vol. 87(C).

    More about this item

    Keywords

    Human capital investment; Economic opportunities; Artisanal mining; Gold; Africa;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • Q32 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Exhaustible Resources and Economic Development

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hhs:hamisu:2023_014. 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: Blaze Horn (email available below). General contact details of provider: https://edirc.repec.org/data/hhstose.html .

    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.