IDEAS home Printed from https://ideas.repec.org/p/agd/wpaper/15-038.html
   My bibliography  Save this paper

The Comparative Economics of Catch-Up in Output per worker, total factor productivity and technological gain in Sub-Saharan Africa

Author

Listed:
  • John Ssozi

    (Baylor University, USA)

  • Simplice Asongu

    (Yaoundé/Cameroun)

Abstract

After investigating the effect of external financial flows on total factor productivity and technological gain, we use the beta catch-up and sigma convergence to compare dispersions in output per worker, total factor productivity and technological gain in Sub-Saharan Africa (SSA) for the years 1980-2010. The comparative evidence is articulated with income levels, years of schooling, and health factors. We find; first, a positive association between foreign direct investment, trade openness, foreign aid, remittances and total factor productivity. However, when foreign direct investment is interacted with schooling, it is direct effect becomes negative on total factor productivity. Second, beta catch-up is between19.22% and 19.70% per annum with corresponding time to full catch-up of 25.38 years and 26.01 years respectively. Third, we find sigma-convergence among low-income nations and upper-middle income nations separately, but not for the entire sample together. Fourth, schooling in SSA is not yet a significant source of technology, but it can make external financial inflows more effective. Policies to induce external financial flows are not enough for development if absorptive capacity is low. More policy implications are discussed.

Suggested Citation

  • John Ssozi & Simplice Asongu, 2015. "The Comparative Economics of Catch-Up in Output per worker, total factor productivity and technological gain in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 15/038, African Governance and Development Institute..
  • Handle: RePEc:agd:wpaper:15/038
    as

    Download full text from publisher

    File URL: http://www.afridev.org/RePEc/agd/agd-wpaper/The-Comparative-Economics-of-TFP-SSA.pdf
    File Function: Revised version, 2015
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    3. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    4. Mohammed Shuaibu, 2015. "Does Trade Tariff Liberalisation Matter for Intra-ECOWAS Trade?," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 8(1), pages 83-112, August.
    5. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    6. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    7. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    11. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    12. Steve Kayizzi-Mugerwa & John C. Anyanwu & Pedro Conceição, 2014. "Regional Integration in Africa: An Introduction," African Development Review, African Development Bank, vol. 26(S1), pages 1-6, November.
    13. Narayan, Paresh Kumar & Mishra, Sagarika & Narayan, Seema, 2011. "Do market capitalization and stocks traded converge? New global evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2771-2781, October.
    14. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    15. Suzanne McCoskey, 2002. "Convergence in Sub-Saharan Africa: a nonstationary panel data approach," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 819-829.
    16. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    17. Mina Baliamoune, 2009. "Openness, Growth and Convergence in Africa: Evidence from 1980-1999 Data," Journal of African Development, African Finance and Economic Association (AFEA), vol. 11(1), pages 109-126.
    18. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    19. Basil Jones, 2002. "Economic Integration and Convergence of Per Capita Income in West Africa," African Development Review, African Development Bank, vol. 14(1), pages 18-47.
    20. Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
    21. Rassekh, Farhad & Panik, Michael J. & Kolluri, Bharat R., 2001. "A test of the convergence hypothesis: the OECD experience, 1950-1990," International Review of Economics & Finance, Elsevier, vol. 10(2), pages 147-157.
    22. Bei Jin & Gang Li, 2013. "Green economic growth from a developmental perspective," China Finance and Economic Review, Springer, vol. 1(1), pages 1-7, December.
    23. Simplice A. Asongu, 2013. "Real and monetary policy convergence: EMU crisis to the CFA zone," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 20-38, April.
    24. Simplice A. Asongu, 2013. "African Stock Market Performance Dynamics: A Multidimensional Convergence Assessment," Journal of African Business, Taylor & Francis Journals, vol. 14(3), pages 186-201, December.
    25. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    26. Devarajan, Shantayanan & Easterly, William R & Pack, Howard, 2003. "Low Investment Is Not the Constraint on African Development," Economic Development and Cultural Change, University of Chicago Press, vol. 51(3), pages 547-571, April.
    27. Simplice Asongu, 2014. "African Development: Beyond Income Convergence," South African Journal of Economics, Economic Society of South Africa, vol. 82(3), pages 334-353, September.
    28. 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.
    29. Gui-Diby, Steve Loris & Renard, Mary-Françoise, 2015. "Foreign Direct Investment Inflows and the Industrialization of African Countries," World Development, Elsevier, vol. 74(C), pages 43-57.
    30. Justin Yifu Lin, 2013. "New structural economics: the third wave of development thinking," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(2), pages 1-13, November.
    31. John C. Anyanwu, 2014. "Factors Affecting Economic Growth in Africa: Are There any Lessons from China?," African Development Review, African Development Bank, vol. 26(3), pages 468-493, September.
    32. McCarthy, F. Desmond & Wolf, Holger & Yi Wu, 2000. "Malaria and growth," Policy Research Working Paper Series 2303, The World Bank.
    33. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    34. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    35. Mina Baliamoune-Lutz, 2011. "Growth by Destination (Where You Export Matters): Trade with China and Growth in African Countries," African Development Review, African Development Bank, vol. 23(2), pages 202-218.
    36. Uduak Akpan, 2014. "Impact of Regional Road Infrastructure Improvement on Intra-Regional Trade in ECOWAS," African Development Review, African Development Bank, vol. 26(S1), pages 64-76, November.
    37. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    38. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    39. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    40. Naym Charaf-Eddine & Ilan Strauss, 2014. "The Ten Commandments of Applied Regional Integration Analysis: The African Case," African Development Review, African Development Bank, vol. 26(S1), pages 7-20, November.
    41. Ron Martin & Peter Sunley, 1998. "Slow Convergence? The New Endogenous Growth Theory and Regional Development," Economic Geography, Taylor & Francis Journals, vol. 74(3), pages 201-227, July.
    42. Joseph Baricako & Gaston Xavier Dagba Ndongo, 2014. "Intégration régionale et croissance: Le cas de l'Afrique Centrale," African Development Review, African Development Bank, vol. 26(S1), pages 33-51, November.
    43. John Luke Gallup & Jeffrey D. Sachs, 2000. "The Economic Burden of Malaria," CID Working Papers 52A, Center for International Development at Harvard University.
    44. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    45. Christopher Changwe Nshimbi & Lorenzo Fioramonti, 2014. "The Will to Integrate: South Africa's Responses to Regional Migration from the SADC Region," African Development Review, African Development Bank, vol. 26(S1), pages 52-63, November.
    46. John Luke Gallup & Jeffrey D. Sachs, 2000. "The Economic Burden of Malaria," CID Working Papers 52, Center for International Development at Harvard University.
    47. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    48. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    49. Cashin, Paul, 1995. "Economic Growth and Convergence across the Seven Colonies of Australasia: 1861-1991," The Economic Record, The Economic Society of Australia, vol. 71(213), pages 132-144, June.
    50. Matthew Cole & Eric Neumayer, 2006. "The impact of poor health on total factor productivity," Journal of Development Studies, Taylor & Francis Journals, vol. 42(6), pages 918-938.
    51. Siope Vakataki ‘Ofa & Stephen Karingi, 2014. "Trade in Intermediate Inputs and Trade Facilitation in Africa's Regional Integration," African Development Review, African Development Bank, vol. 26(S1), pages 96-110, November.
    52. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    53. Angela Lusigi & Jenifer Piesse & Colin Thirtle, 1998. "Convergence of per capita incomes and agricultural productivity in Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(1), pages 105-115.
    54. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    55. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    56. Desmond McCarthy & Holger Wolf & Yi Wu, 2000. "The Growth Costs of Malaria," NBER Working Papers 7541, National Bureau of Economic Research, Inc.
    57. Ebaidalla M. Ebaidalla & Abdelrahim M. Yahia, 2014. "Performance of Intra-COMESA Trade Integration: A Comparative Study with ASEAN's Trade Integration," African Development Review, African Development Bank, vol. 26(S1), pages 77-95, November.
    58. Cunado, J. & Perez de Gracia, F., 2006. "Real convergence in Africa in the second-half of the 20th century," Journal of Economics and Business, Elsevier, vol. 58(2), pages 153-167.
    59. Pissarides, Christopher A, 1997. "Learning by Trading and the Returns to Human Capital in Developing Countries," The World Bank Economic Review, World Bank, vol. 11(1), pages 17-32, January.
    60. Mohammed Shuaibu, 2015. "Trade Liberalization and Intra-Regional Trade: A Case of Selected ECOWAS Countries," African Development Review, African Development Bank, vol. 27(1), pages 27-40, March.
    61. Juliet Elu & Gregory Price, 2010. "Does China Transfer Productivity Enhancing Technology to Sub-Saharan Africa? Evidence from Manufacturing Firms," African Development Review, African Development Bank, vol. 22(S1), pages 587-598.
    62. Miller, Stephen M. & Upadhyay, Mukti P., 2002. "Total factor productivity and the convergence hypothesis," Journal of Macroeconomics, Elsevier, vol. 24(2), pages 267-286, June.
    63. Hakim Hammouda & Stephen Karingi & Angelica Njuguna & Mustapha Jallab, 2009. "Why Doesn’t Regional Integration Improve Income Convergence in Africa?," African Development Review, African Development Bank, vol. 21(2), pages 291-330.
    64. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    65. Henry Karamuriro Tumwebaze & Alex Thomas Ijjo, 2015. "Regional Economic Integration and Economic Growth in the COMESA Region, 1980–2010," African Development Review, African Development Bank, vol. 27(1), pages 67-77, March.
    66. 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)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Simplice A. Asongu, 2020. "Financial Access and Productivity Dynamics in Sub-Saharan Africa," International Journal of Public Administration, Taylor & Francis Journals, vol. 43(12), pages 1029-1041, September.
    2. Simplice A. Asongu & Jacinta C. Nwachukwu & Chris Pyke, 2019. "The Comparative Economics of ICT, Environmental Degradation and Inclusive Human Development in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1271-1297, June.
    3. Vu, Khuong M & Asongu, Simplice, 2020. "Backwardness advantage and economic growth in the information age: A cross-country empirical study," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    4. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Remittances and value added across economic sub-sectors in Sub-Saharan Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(1), pages 23-41, February.
    5. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "On the simultaneous openness hypothesis: FDI, trade and TFP dynamics in Sub-Saharan Africa," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-27, December.
    6. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Foreign Direct Investment, Information Technology and Total Factor Productivity Dynamics in Sub-Saharan Africa," Working Papers 22/019, European Xtramile Centre of African Studies (EXCAS).
    7. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Financial Access and Value Added in Sub-Saharan Africa: Empirical Evidence from the Agricultural, Manufacturing and Service Sectors," Working Papers 22/009, European Xtramile Centre of African Studies (EXCAS).
    8. Simplice Asongu & Nicholas Biekpe & Vanessa Tchamyou, 2019. "Remittances, ICT and doing business in Sub-Saharan Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 35-54, January.
    9. Anass Arbia & Khalid Sobhi & Mohamedou Karim & Mohammed Eddaou, 2023. "FDI, Information and Communication Technology, and Economic Growth: Empirical Evidence from Morocco," Post-Print hal-04207179, HAL.
    10. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    11. Toba Stephen Olasehinde & Fangbin Qiao & Shiping Mao, 2023. "Impact of Improved Maize Varieties on Production Efficiency in Nigeria: Separating Technology from Managerial Gaps," Agriculture, MDPI, vol. 13(3), pages 1-14, March.
    12. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Remittances, the diffusion of information and industrialisation in Africa," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 98-117, January.
    13. Efobi, Uchenna & Asongu, Simplice & Okafor, Chinelo & Tchamyou, Vanessa & Tanankem, Belmondo, 2016. "Diaspora Remittance Inflow, Financial Development and the Industrialisation of Africa," MPRA Paper 76121, University Library of Munich, Germany.
    14. Efobi, Uchenna & Asongu, Simplice & Okafor, Chinelo & Tchamyou, Vanessa & Tanankem, Belmondo, 2019. "Remittances, finance and industrialisation in Africa," Journal of Multinational Financial Management, Elsevier, vol. 49(C), pages 54-66.
    15. Simplice A. Asongu & Jacinta C. Nwachukwu, 2017. "The Arab Spring was Predictable in 2007: Empirics of Proof," Africagrowth Agenda, Africagrowth Institute, vol. 14(4), pages 4-7.
    16. Simplice Asongu & Christelle Meniago & Raufhon Salahodjaev, 2022. "The role of value added across economic sectors in modulating the effects of FDI on TFP and economic growth dynamics," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(11), pages 5087-5108, February.
    17. Joshua Dzankar Zoaka & Hasan Güngör, 2023. "Effects of financial development and capital accumulation on labor productivity in sub-Saharan Africa: new insight from cross sectional autoregressive lag approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-18, December.
    18. Maha Kalai & Kamel Helali, 2016. "Technical Change and Total Factor Productivity Growth in the Tunisian Manufacturing Industry: A Malmquist Index Approach," African Development Review, African Development Bank, vol. 28(3), pages 344-356, September.
    19. Simplice A. Asongu & Vanessa S. Tchamyou & Paul N. Acha-Anyi, 2020. "Who Is Who in Knowledge Economy in Africa?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 425-457, June.
    20. Asongu, Simplice A. & Rahman, Mushfiqur & Nnanna, Joseph & Haffar, Mohamed, 2020. "Enhancing information technology for value added across economic sectors in Sub-Saharan Africa✰," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    21. Hu, Dengfeng & You, Kefei & Esiyok, Bulent, 2021. "Foreign direct investment among developing markets and its technological impact on host: Evidence from spatial analysis of Chinese investment in Africa," Technological Forecasting and Social Change, Elsevier, vol. 166(C).

    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. Asongu, Simplice & Odhiambo, Nicholas, 2022. "Foreign Direct Investment, Information Technology and Total Factor Productivity Dynamics in Sub-Saharan Africa," MPRA Paper 119065, University Library of Munich, Germany.
    2. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "On the simultaneous openness hypothesis: FDI, trade and TFP dynamics in Sub-Saharan Africa," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-27, December.
    3. Simplice A. Asongu & Paul N. Acha-Anyi, 2020. "Enhancing ICT for productivity in sub-Saharan Africa: Thresholds for complementary policies," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 12(7), pages 831-845, November.
    4. Simplice A. Asongu, 2017. "Knowledge Economy Gaps, Policy Syndromes, and Catch-Up Strategies: Fresh South Korean Lessons to Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 211-253, March.
    5. Asongu, Simplice A. & Tchamyou, Vanessa S. & Minkoua N., Jules R. & Asongu, Ndemaze & Tchamyou, Nina P., 2018. "Fighting terrorism in Africa: Benchmarking policy harmonization," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 492(C), pages 1931-1957.
    6. Simplice Asongu & Christelle Meniago & Raufhon Salahodjaev, 2022. "The role of value added across economic sectors in modulating the effects of FDI on TFP and economic growth dynamics," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(11), pages 5087-5108, February.
    7. Simplice A. Asongu, 2017. "The Comparative Economics of Knowledge Economy in Africa: Policy Benchmarks, Syndromes, and Implications," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 596-637, June.
    8. Sumarto, Sudarno & De Silva, Indunil, 2014. "Being Healthy, Wealthy, and Wise: Dynamics of Indonesian Subnational Growth and Poverty," MPRA Paper 57824, University Library of Munich, Germany.
    9. Simplice A. Asongu, 2014. "Fighting African Capital Flight: Empirics on Benchmarking Policy Harmonization," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 11(1), pages 93-122, June.
    10. Asongu Simplice & Nwachukwu Jacinta, 2018. "Fighting Terrorism: Empirics on Policy Harmonisation," German Economic Review, De Gruyter, vol. 19(3), pages 237-259, August.
    11. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Revolution empirics: predicting the Arab Spring," Empirical Economics, Springer, vol. 51(2), pages 439-482, September.
    12. Asongu Simplice & Andrés Antonio, 2014. "Global trajectories, dynamics, and tendencies of business software piracy: benchmarking IPRs harmonization," Working Papers of the African Governance and Development Institute. 14/011, African Governance and Development Institute..
    13. Simplice A. Asongu, 2020. "Financial Access and Productivity Dynamics in Sub-Saharan Africa," International Journal of Public Administration, Taylor & Francis Journals, vol. 43(12), pages 1029-1041, September.
    14. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    15. Asongu Simplice, 2014. "Fresh Patterns of Liberalization, Bank Return and Return Uncertainty in Africa," Working Papers of the African Governance and Development Institute. 14/004, African Governance and Development Institute..
    16. Indunil De Silva & Sudarno Sumarto, 2015. "Dynamics Of Growth, Poverty And Human Capital: Evidence From Indonesian Sub-National Data," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 1-33, June.
    17. Asongu, Simplice & Andrés, Antonio R., 2015. "Trajectories in Knowledge Economy: Empirics from SSA and MENA countries," MPRA Paper 71786, University Library of Munich, Germany.
    18. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    19. Simplice A. Asongu & Joseph Nnanna & Vanessa S. Tchamyou, 2020. "The comparative African regional economics of globalization in financial allocation efficiency: the pre-crisis era revisited," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-41, December.
    20. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.

    More about this item

    Keywords

    External capital flows; Human capital; Total Factor Productivity; Convergence; and Sub-Saharan Africa;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

    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:agd:wpaper:15/038. 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: Asongu Simplice (email available below). General contact details of provider: https://edirc.repec.org/data/agdiycm.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.