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Kidnapping rate and capital flight: Empirical evidence from developing countries

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  • Godwin Okafor
  • Obiajulu Ede

Abstract

This paper contributes to the literature on capital flight by investigating the relationship between kidnapping rate and capital flight in developing countries. Numerous empirical studies exist on the determinants of capital flight but, surprisingly, none of them have investigated the empirical link between kidnapping and capital flight. To fill this existing void in the literature, this paper utilised a sample of 67 developing countries for the period 2003–2017. Estimates of the GMM technique show that kidnapping rate has a positive and significant impact on capital flight. However, estimations of the marginal differences show that this significant effect remained consistent only in the sample of ‘fragile’ developing countries. The results remained consistent to alternative measures of capital flight.

Suggested Citation

  • Godwin Okafor & Obiajulu Ede, 2023. "Kidnapping rate and capital flight: Empirical evidence from developing countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2590-2606, July.
  • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:3:p:2590-2606
    DOI: 10.1002/ijfe.2551
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    1. Lensink, Robert & Hermes, Niels & Murinde, Victor, 2000. "Capital flight and political risk," Journal of International Money and Finance, Elsevier, vol. 19(1), pages 73-92, February.
    2. Oliviero A. Carboni & Claudio Detotto, 2016. "The economic consequences of crime in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(1), pages 122-140, January.
    3. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    4. René Cabral & André Varella Mollick & Eduardo Saucedo, 2016. "Violence in Mexico and its effects on labor productivity," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(2), pages 317-339, March.
    5. K. C. Fung & Alicia Garcia-Herrero, 2012. "Foreign Direct Investment Outflows From China And India," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-15.
    6. Ahmed, Abdullahi D. & Suardi, Sandy, 2009. "Macroeconomic Volatility, Trade and Financial Liberalization in Africa," World Development, Elsevier, vol. 37(10), pages 1623-1636, October.
    7. Ndikumana, Leonce & Boyce, James K., 2003. "Public Debts and Private Assets: Explaining Capital Flight from Sub-Saharan African Countries," World Development, Elsevier, vol. 31(1), pages 107-130, January.
    8. Simplice Asongu & Joseph Amankwah-Amoah, 2016. "Military expenditure, terrorism and capital flight: Insights from Africa," Working Papers of the African Governance and Development Institute. 16/018, African Governance and Development Institute..
    9. Leanora Brown & Keva Hibbert, 2019. "The Incidence of Crime on Industry‐Level Foreign Direct Investment: An Assessment of OECD Member Countries," Social Science Quarterly, Southwestern Social Science Association, vol. 100(4), pages 1228-1240, June.
    10. Alexander Fink & Mark Pingle, 2014. "Kidnap insurance and its impact on kidnapping outcomes," Public Choice, Springer, vol. 160(3), pages 481-499, September.
    11. Enamorado, Ted & López-Calva, Luis F. & Rodríguez-Castelán, Carlos, 2014. "Crime and growth convergence: Evidence from Mexico," Economics Letters, Elsevier, vol. 125(1), pages 9-13.
    12. Uchenna Efobi & Simplice Asongu, 2016. "Terrorism and capital flight from Africa," International Economics, CEPII research center, issue 148, pages 81-94.
    13. kant, C., 1996. "Foreign Direct Investment and Capital Flight," Princeton Studies in International Economics 80, International Economics Section, Departement of Economics Princeton University,.
    14. Gabriela Calderon & Gustavo Robles & Beatriz Magaloni, 2013. "Economic Consequences of Drug-Trafficking Violence in Mexico," Research Department Publications IDB-WP-426, Inter-American Development Bank, Research Department.
    15. Roberto Ganau & Andrés Rodríguez†Pose, 2018. "Industrial clusters, organized crime, and productivity growth in Italian SMEs," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 363-385, March.
    16. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    17. Ashby, Nathan J. & Ramos, Miguel A., 2013. "Foreign direct investment and industry response to organized crime: The Mexican case," European Journal of Political Economy, Elsevier, vol. 30(C), pages 80-91.
    18. Essaddam, Naceur & Karagianis, John M., 2014. "Terrorism, country attributes, and the volatility of stock returns," Research in International Business and Finance, Elsevier, vol. 31(C), pages 87-100.
    19. Eggerstedt, Harald & Hall, Rebecca Brideau & Van Wijnbergen, Sweder, 1995. "Measuring capital flight: A case study of Mexico," World Development, Elsevier, vol. 23(2), pages 211-232, February.
    20. Ms. Concha Verdugo Yepes & Mr. Peter L. Pedroni & Xingwei Hu, 2015. "Crime and the Economy in Mexican States: Heterogeneous Panel Estimates (1993-2012)," IMF Working Papers 2015/121, International Monetary Fund.
    21. Rahim Quazi, 2004. "Foreign Aid And Capital Flight," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 9(3), pages 370-393.
    22. Joshua Aizenman & Ilan Noy, 2009. "Endogenous Financial and Trade Openness," Review of Development Economics, Wiley Blackwell, vol. 13(2), pages 175-189, May.
    23. Simplice A. Asongu & Rexon T. Nting & Evans S. Osabuohien, 2019. "One Bad Turn Deserves Another: How Terrorism Sustains the Addiction to Capital Flight in Africa," Journal of Industry, Competition and Trade, Springer, vol. 19(3), pages 501-535, September.
    24. Umer Shahzad & Fengming Qin, 2019. "New Terrorism and Capital Flight: Pre and Post Nine Eleven analysis for Asia," Annals of Economics and Finance, Society for AEF, vol. 20(1), pages 465-487, May.
    25. Imam Alam & Rahim Quazi, 2003. "Determinants of Capital Flight: An econometric case study of Bangladesh," International Review of Applied Economics, Taylor & Francis Journals, vol. 17(1), pages 85-103.
    26. Oarhe Osumah & Iro Aghedo, 2011. "Who wants to be a millionaire? Nigerian youths and the commodification of kidnapping," Review of African Political Economy, Taylor & Francis Journals, vol. 38(128), pages 277-287, June.
    27. David Fielding, 2004. "How Does Violent Conflict Affect Investment Location Decisions? Evidence from Israel during the Intifada," Journal of Peace Research, Peace Research Institute Oslo, vol. 41(4), pages 465-484, July.
    28. Ljungwall, Christer & Wang, Zijian, 2008. "Why is capital flowing out of China?," China Economic Review, Elsevier, vol. 19(3), pages 359-372, September.
    29. Reade, Carol & Lee, Hyun-Jung, 2012. "Organizational Commitment in Time of War: Assessing the Impact and Attenuation of Employee Sensitivity to Ethnopolitical Conflict," Journal of International Management, Elsevier, vol. 18(1), pages 85-101.
    30. Michelle Salandy & Lester Henry, 2018. "Determinants Of Capital Flight From Beautiful Places: The Case Of Small Open Economy Of Trinidad And Tobago," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(4), pages 85-97, October-D.
    31. Marko Kwaramba & Nyasha Mahonye & Leonard Mandishara, 2016. "Capital Flight and Trade Misinvoicing in Zimbabwe," African Development Review, African Development Bank, vol. 28(S1), pages 50-64, April.
    32. Niels Hermes & Robert Lensink & Victor Murinde, 2002. "Flight Capital and its Reversal for Development Financing," WIDER Working Paper Series DP2002-99, World Institute for Development Economic Research (UNU-WIDER).
    33. Kay V. Brown, 2001. "The Determinants Of Crime In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 69(2), pages 269-298, June.
    34. Leonce Ndikumana & James Boyce, 2011. "Capital flight from sub-Saharan Africa: linkages with external borrowing and policy options," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(2), pages 149-170.
    35. Ndikumana, Léonce & Sarr, Mare, 2019. "Capital flight, foreign direct investment and natural resources in Africa," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    36. Ahamada, Ibrahim & Coulibaly, Dramane, 2011. "How does financial development influence the impact of remittances on growth volatility?," Economic Modelling, Elsevier, vol. 28(6), pages 2748-2760.
    37. Fedderke, J. W. & Liu, W., 2002. "Modelling the determinants of capital flows and capital flight: with an application to South African data from 1960 to 1995," Economic Modelling, Elsevier, vol. 19(3), pages 419-444, May.
    38. Daniele, Vittorio & Marani, Ugo, 2011. "Organized crime, the quality of local institutions and FDI in Italy: A panel data analysis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 132-142, March.
    39. Leonce Ndikumana & Mare Sarr, 2019. "Capital Flight, Foreign Direct Investment and Natural Resources in Africa," UMASS Amherst Economics Working Papers 2019-12, University of Massachusetts Amherst, Department of Economics.
    40. Shu-Chin Lin & Dong-Hyeon Kim, 2014. "The link between economic growth and growth volatility," Empirical Economics, Springer, vol. 46(1), pages 43-63, February.
    41. Brada, Josef C. & Kutan, Ali M. & Vukšić, Goran, 2013. "Capital Flight in the Presence of Domestic Borrowing: Evidence from Eastern European Economies," World Development, Elsevier, vol. 51(C), pages 32-46.
    42. Sarah Pearlman, 2014. "Officials Versus Thieves: Is Public or Private Expropriation More Harmful to Small Firms?," Journal of Development Studies, Taylor & Francis Journals, vol. 50(6), pages 773-788, June.
    43. Jane Harrigan & George Mavrotas & Zulkornain Yusop, 2002. "On The Determinants Of Capital Flight: A New Approach," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 7(2), pages 203-241.
    44. Olivier Tiarinisaina Ramiandrisoa & Eric Jean Michel Rakotomanana, 2016. "Why Is There Capital Flight from Developing Countries? The Case of Madagascar," African Development Review, African Development Bank, vol. 28(S1), pages 22-38, April.
    45. Boyce, James K., 1992. "The revolving door? External debt and capital flight: A Philippine case study," World Development, Elsevier, vol. 20(3), pages 335-349, March.
    46. Oliviero A. Carboni & Claudio Detotto, 2016. "The economic consequences of crime in Italy," Journal of Economic Studies, Emerald Group Publishing, vol. 43(1), pages 122-140, January.
    47. Tingbani, Ishmael & Okafor, Godwin & Tauringana, Venancio & Zalata, Alaa Mansour, 2019. "Terrorism and country-level global business failure," Journal of Business Research, Elsevier, vol. 98(C), pages 430-440.
    48. Paul Collier & Anke Hoeffler & Catherine Pattillo, 2004. "Africa's Exodus: Capital Flight and the Brain Drain as Portfolio Decisions," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 15-54, December.
    49. Paolo Pinotti, 2015. "The Economic Costs of Organised Crime: Evidence from Southern Italy," Economic Journal, Royal Economic Society, vol. 125(586), pages 203-232, August.
    50. Kayam, Saime Suna, 2009. "Home market determinants of FDI outflows from developing and transition economies," MPRA Paper 16781, University Library of Munich, Germany.
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