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Significant Drivers of Growth in Africa

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  • Oleg Badunenko

    (University of Cologne)

  • Daniel J. Henderson

    (University of Alabama)

  • Romain Houssa

    (University of Namur)

Abstract

We employ bootstrap techniques in a production frontier framework to provide statistical inference for each component in the decomposition of labor productivity growth, which has essentially been ignored in this literature. We show that only two of the four components have significantly contributed to growth in Africa. Although physical capital accumulation is the largest force, it is not statistically significant. Thus, ignoring statistical inference would falsely identify physical capital accumulation as a major driver of growth in Africa when it is not.

Suggested Citation

  • Oleg Badunenko & Daniel J. Henderson & Romain Houssa, 2012. "Significant Drivers of Growth in Africa," Working Papers 1208, University of Namur, Department of Economics.
  • Handle: RePEc:nam:wpaper:1208
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    1. Nathan Nunn, 2008. "The Long-term Effects of Africa's Slave Trades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 139-176.
    2. Jeffrey Frankel, 2014. "Mauritius: African Success Story," NBER Chapters, in: African Successes, Volume IV: Sustainable Growth, pages 295-342, National Bureau of Economic Research, Inc.
    3. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    4. Elsa V. Artadi & Xavier Sala-i-Martin, 2003. "The Economic Tragedy of the XXth Century: Growth in Africa," NBER Working Papers 9865, National Bureau of Economic Research, Inc.
    5. Anke E. Hoeffler, 2002. "The augmented Solow model and the African growth debate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(2), pages 135-158, May.
    6. Berthelemy, Jean-claude & Soderling, Ludvig, 2001. "The Role of Capital Accumulation, Adjustment and Structural Change for Economic Take-Off: Empirical Evidence from African Growth Episodes," World Development, Elsevier, vol. 29(2), pages 323-343, February.
    7. Pritchett, Lant, 2000. "The Tyranny of Concepts: CUDIE (Cumulated, Depreciated, Investment Effort) Is Not Capital," Journal of Economic Growth, Springer, vol. 5(4), pages 361-384, December.
    8. Platteau, Jean-Philippe, 2009. "Institutional obstacles to African economic development: State, ethnicity, and custom," Journal of Economic Behavior & Organization, Elsevier, vol. 71(3), pages 669-689, September.
    9. Sachs, Jeffrey D & Warner, Andrew M, 1997. "Sources of Slow Growth in African Economies," Journal of African Economies, Centre for the Study of African Economies, vol. 6(3), pages 335-376, October.
    10. Philippe Aghion, 2005. "Growth and Institutions," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 32(1), pages 3-18, March.
    11. Quamrul Ashraf & Oded Galor, 2013. "The 'Out of Africa' Hypothesis, Human Genetic Diversity, and Comparative Economic Development," American Economic Review, American Economic Association, vol. 103(1), pages 1-46, February.
    12. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    13. Guariso Andrea & Verpoorten Marijke, 2019. "Armed Conflict and Schooling in Rwanda: Digging Deeper," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 25(1), pages 1-40, February.
    14. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    15. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    16. Rodrik, Dani, 1999. "Where Did All the Growth Go? External Shocks, Social Conflict, and Growth Collapses," Journal of Economic Growth, Springer, vol. 4(4), pages 385-412, December.
    17. David E. Bloom & Jeffrey D. Sachs, 1998. "Geography, Demography, and Economic Growth in Africa," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(2), pages 207-296.
    18. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    19. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    20. Kneip, Alois & Park, Byeong U. & Simar, Léopold, 1998. "A Note On The Convergence Of Nonparametric Dea Estimators For Production Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 14(6), pages 783-793, December.
    21. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    22. Jean-Philippe Platteau, 2009. "Institutional Obstacles to African Economic Development: State, Ethnicity, and Custom," Post-Print hal-00726664, HAL.
    23. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2002. "An African Success Story: Botswana," CEPR Discussion Papers 3219, C.E.P.R. Discussion Papers.
    24. International Monetary Fund, 2001. "Malawi: Selected Issues and Statistical Appendix," IMF Staff Country Reports 2001/032, International Monetary Fund.
    25. Ndulu,Benno J. & O'Connell,Stephen A. & Bates,Robert H. & Collier,Paul & Soludo,Chukwuma C., 2009. "The Political Economy of Economic Growth in Africa, 1960–2000," Cambridge Books, Cambridge University Press, number 9780521127752.
    26. Benno J. Ndulu & Stephen A. O'Connell, 1999. "Governance and Growth in Sub-Saharan Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 41-66, Summer.
    27. Shawna Grosskopf & Sharmistha Self, 2006. "Factor Accumulation Or Tfp? A Reassessment Of Growth In Southeast Asia," Pacific Economic Review, Wiley Blackwell, vol. 11(1), pages 39-58, February.
    28. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    29. Lee, Eddy., 1980. "Export-led rural development: the ivory coast," ILO Working Papers 992010143402676, International Labour Organization.
    30. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    31. Oleg Badunenko & Diego Romero‐Ávila, 2013. "Financial Development And The Sources Of Growth And Convergence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 629-663, May.
    32. Daniel J. Henderson & Valentin Zelenyuk, 2007. "Testing for (Efficiency) Catching-up," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1003-1019, April.
    33. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    34. Jean-Marie Baland & Catherine Guirkinger & Charlotte Mali, 2011. "Pretending to Be Poor: Borrowing to Escape Forced Solidarity in Cameroon," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 1-16.
    35. Mr. Arvind Subramanian & Mr. Devesh Roy, 2001. "Who Can Explain The Mauritian Miracle: Meade, Romer, Sachs or Rodrik?," IMF Working Papers 2001/116, International Monetary Fund.
    36. Oleg Badunenko & Daniel Henderson & R. Russell, 2013. "Polarization of the worldwide distribution of productivity," Journal of Productivity Analysis, Springer, vol. 40(2), pages 153-171, October.
    37. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    38. Masters, William A & McMillan, Margaret S, 2001. "Climate and Scale in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 167-186, September.
    39. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    40. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    41. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    42. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    43. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
    44. Philip Keefer & Stephen Knack, 2007. "Boondoggles, Rent-Seeking, and Political Checks and Balances: Public Investment under Unaccountable Governments," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 566-572, August.
    45. Domingues, Patrick, 2011. "Civil War Exposure And School Enrolment:Evidence From The Mozambican Civil War," NEPS Working Papers 1/2011, Network of European Peace Scientists.
    46. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    47. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    48. Daron Acemoglu & Francisco A. Gallego & James A. Robinson, 2014. "Institutions, Human Capital, and Development ," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 875-912, August.
    49. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    50. repec:fth:oxesaf:2000-4 is not listed on IDEAS
    51. Oleg Badunenko & Daniel J. Henderson & Valentin Zelenyuk, 2008. "Technological Change and Transition: Relative Contributions to Worldwide Growth During the 1990s," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(4), pages 461-492, August.
    52. Abdelhak Senhadji, 2000. "Sources of Economic Growth: An Extensive Growth Accounting Exercise," IMF Staff Papers, Palgrave Macmillan, vol. 47(1), pages 1-6.
    53. Paul Collier & Anke Hoeffler, 2004. "Greed and grievance in civil war," Oxford Economic Papers, Oxford University Press, vol. 56(4), pages 563-595, October.
    54. Galor, Oded & Ashraf, Quamrul, 2008. "Human Genetic Diversity and Comparative Economic Development," CEPR Discussion Papers 6824, C.E.P.R. Discussion Papers.
    55. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    56. Katarina R. I. Keller, 2006. "Investment In Primary, Secondary, And Higher Education And The Effects On Economic Growth," Contemporary Economic Policy, Western Economic Association International, vol. 24(1), pages 18-34, January.
    57. C. S. Adam & S. A. O’Connell, 1999. "Aid, Taxation and Development in Sub‐Saharan Africa," Economics and Politics, Wiley Blackwell, vol. 11(3), pages 225-253, November.
    58. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    59. Arvind Subramanian, 2009. "The Mauritian Success Story and its Lessons," WIDER Working Paper Series RP2009-36, World Institute for Development Economic Research (UNU-WIDER).
    60. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    61. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    62. ., 2014. "Education," Chapters, in: Common Innovation, chapter 19, pages 165-173, Edward Elgar Publishing.
    63. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    64. Azam, Jean-Paul, 1993. "The 'Cote d'Ivoire' model of endogenous growth," European Economic Review, Elsevier, vol. 37(2-3), pages 566-576, April.
    65. Mr. Brou E Aka & Mr. Bernardin Akitoby & Mr. Amor Tahari & Mr. Dhaneshwar Ghura, 2004. "Sources of Growth in Sub-Saharan Africa," IMF Working Papers 2004/176, International Monetary Fund.
    66. Breton, Theodore R., 2012. "Penn World Table 7.0: Are the data flawed?," Economics Letters, Elsevier, vol. 117(1), pages 208-210.
    67. Hoeffler, Anke E, 2002. "The Augmented Solow Model and the African Growth Debate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(2), pages 135-158, May.
    68. Byung M. Jeon & Robin C. Sickles, 2004. "The role of environmental factors in growth accounting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(5), pages 567-591.
    69. Ridler, Neil B., 1988. "The Caisse de Stabilisation in the coffee sector of the Ivory Coast," World Development, Elsevier, vol. 16(12), pages 1521-1526, December.
    70. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Jens J. Krüger, 2020. "Long‐run productivity trends: A global update with a global index," Review of Development Economics, Wiley Blackwell, vol. 24(4), pages 1393-1412, November.
    2. Nickolaos G. Tzeremes, 2019. "Technological change, technological catch-up and export orientation: evidence from Latin American Countries," Journal of Productivity Analysis, Springer, vol. 52(1), pages 85-100, December.
    3. Glass, Anthony J. & Kenjegalieva, Karligash & Ajayi, Victor & Adetutu, Morakinyo & Sickles, Robin C., 2016. "Relative Winners and Losers from Efficiency Spillovers in Africa with Policy Implications for Regional Integration," Working Papers 16-003, Rice University, Department of Economics.
    4. Oleg Badunenko & Daniel J. Henderson & Valentin Zelenyuk, 2017. "The Productivity of Nations," CEPA Working Papers Series WP022017, School of Economics, University of Queensland, Australia.
    5. Léopold Simar & Paul W. Wilson, 2023. "Another look at productivity growth in industrialized countries," Journal of Productivity Analysis, Springer, vol. 60(3), pages 257-272, December.
    6. Amini, Shahram & Battisti, Michele & Parmeter, Christopher F., 2017. "Decomposing changes in the conditional variance of GDP over time," Economic Modelling, Elsevier, vol. 61(C), pages 376-387.
    7. EZZAHIDI, Elhadj & El Alaoui, Aicha, 2015. "Determinants of the recent growth surge in Africa: what changed since mid-1990s?," MPRA Paper 67792, University Library of Munich, Germany.

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    More about this item

    Keywords

    Africa; bootstrap; growth; production frontier;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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