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Insurance policy thresholds for economic growth in Africa

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  • Asongu, Simplice A
  • Odhiambo, Nicholas M

Abstract

This study investigates the role of insurance in economic growth on a panel of forty-eight countries in Africa for the period 2004-2014. The research question the study seeks to answer is the following: what thresholds of insurance penetration positively affect economic growth in Africa? The empirical evidence is based on Generalized Method of Moments. Life insurance increases economic growth while the effect of non-life insurance is not significant. Increasing both life insurance and non-life insurance has negative net effects on economic growth. From an extended analytical exercise, 4.149 of life insurance premium (% of GDP) is the minimum critical mass required for life insurance to positively affect economic prosperity while 1.805 of non-life insurance premium (% of GDP) is the minimum threshold required for non-life insurance to positively affect economic prosperity. Thresholds are also provided from the Hansen (1999) Panel Threshold Regression technique using a balanced sample of 28 countries.

Suggested Citation

  • Asongu, Simplice A & Odhiambo, Nicholas M, 2019. "Insurance policy thresholds for economic growth in Africa," Working Papers 25592, University of South Africa, Department of Economics.
  • Handle: RePEc:uza:wpaper:25592
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    1. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    2. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Challenges of Doing Business in Africa: A Systematic Review," Journal of African Business, Taylor & Francis Journals, vol. 20(2), pages 259-268, April.
    3. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    4. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The role of governance in mobile phones for inclusive human development in Sub-Saharan Africa," Technovation, Elsevier, vol. 55, pages 1-13.
    5. Asongu, Simplice & Odhiambo, Nicholas, 2019. "Foreign Aid Complementarities and Inclusive Human Development in Africa," MPRA Paper 101086, University Library of Munich, Germany.
    6. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    7. Boateng, Agyenim & Asongu, Simplice & Akamavi, Raphael & Tchamyou, Vanessa, 2018. "Information asymmetry and market power in the African banking industry," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 69-83.
    8. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    9. 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.
    10. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The Mobile Phone in the Diffusion of Knowledge for Institutional Quality in Sub-Saharan Africa," World Development, Elsevier, vol. 86(C), pages 133-147.
    11. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    12. 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.
    13. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Foreign aid and governance in Africa," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 69-88, January.
    14. Marco Arena, 2008. "Does Insurance Market Activity Promote Economic Growth? A Cross‐Country Study for Industrialized and Developing Countries," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(4), pages 921-946, December.
    15. 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.
    16. 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.
    17. Simplice A. Asongu, 2018. "CO2 emission thresholds for inclusive human development in Sub-Saharan Africa," Research Africa Network Working Papers 18/023, Research Africa Network (RAN).
    18. David Kelsey & Sara Le Roux, 2017. "Dragon Slaying with Ambiguity: Theory and Experiments," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 19(1), pages 178-197, February.
    19. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    20. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    21. Michael Enowbi Batuo, 2015. "The role of telecommunications infrastructure in the regional economic growth of Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 313-330, January-M.
    22. Pei‐Fen Chen & Chien‐Chiang Lee & Chi‐Feng Lee, 2012. "How does the development of the life insurance market affect economic growth? Some international evidence," Journal of International Development, John Wiley & Sons, Ltd., vol. 24(7), pages 865-893, October.
    23. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    24. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    25. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    26. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    27. Bruno, Giuseppe & De Bonis, Riccardo & Silvestrini, Andrea, 2012. "Do financial systems converge? New evidence from financial assets in OECD countries," Journal of Comparative Economics, Elsevier, vol. 40(1), pages 141-155.
    28. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Revolution empirics: predicting the Arab Spring," Empirical Economics, Springer, vol. 51(2), pages 439-482, September.
    29. Abdul Latif Alhassan & Nicholas Biekpe, 2015. "Efficiency, Productivity and Returns to Scale Economies in the Non-Life Insurance Market in South Africa," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 40(3), pages 493-515, July.
    30. Lee, Chien-Chiang & Lee, Chi-Chuan & Chiu, Yi-Bin, 2013. "The link between life insurance activities and economic growth: Some new evidence," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 405-427.
    31. 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.
    32. David Kelsey & Sara le Roux, 2018. "Strategic ambiguity and decision-making: an experimental study," Theory and Decision, Springer, vol. 84(3), pages 387-404, May.
    33. Asongu, Simplice A. & Biekpe, Nicholas, 2018. "ICT, information asymmetry and market power in African banking industry," Research in International Business and Finance, Elsevier, vol. 44(C), pages 518-531.
    34. Samuel GUERINEAU & Relwende SAWADOGO, 2015. "On the determinants of life insurance development in Sub-Saharan Africa: the role of the institutions quality in the effect of economic development," Working Papers 201519, CERDI.
    35. Relwende Sawadogo, Samuel Guerineau and Idrissa M. Ouedraogo, 2018. "Life Insurance Development and Economic Growth: Evidence from Developing Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 43(2), pages 1-28, June.
    36. Simplice A. Asongu & Jacinta C. Nwachukwu, 2017. "Foreign Aid and Inclusive Development: Updated Evidence from Africa, 2005–2012," Social Science Quarterly, Southwestern Social Science Association, vol. 98(1), pages 282-298, March.
    37. Alhassan, Abdul Latif & Biekpe, Nicholas, 2016. "Determinants of life insurance consumption in Africa," Research in International Business and Finance, Elsevier, vol. 37(C), pages 17-27.
    38. Chi-Hung Chang & Chien-Chiang Lee, 2012. "Non-Linearity Between Life Insurance and Economic Development: A Revisited Approach," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 37(2), pages 223-257, September.
    39. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    40. Abdul Latif Alhassan, 2016. "Insurance market development and economic growth: Exploring causality in 8 selected African countries," International Journal of Social Economics, Emerald Group Publishing, vol. 43(3), pages 321-339, March.
    41. Augustin Kwasi Fosu & Abdul Fatawu Abass, 2019. "Domestic Credit and Export Diversification: Africa from a Global Perspective," Journal of African Business, Taylor & Francis Journals, vol. 20(2), pages 160-179, April.
    42. Mauro Costantini & Claudio Lupi, 2005. "Stochastic convergence among European economies," Economics Bulletin, AccessEcon, vol. 3(38), pages 1-17.
    43. Hopestone Kayiska Chavula, 2013. "Telecommunications development and economic growth in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 19(1), pages 5-23, January.
    44. Mouna Zerriaa & Mohamed Marouen Amiri & Hedi Noubbigh & Kamel Naoui, 2017. "Determinants of Life Insurance Demand in Tunisia," African Development Review, African Development Bank, vol. 29(1), pages 69-80, March.
    45. Lee, Chien-Chiang & Huang, Wei-Ling & Yin, Chun-Hao, 2013. "The dynamic interactions among the stock, bond and insurance markets," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 28-52.
    46. Evans Stephen Osabuohien & Uchenna Rapuluchukwu Efobi, 2013. "Africa's Money in Africa," South African Journal of Economics, Economic Society of South Africa, vol. 81(2), pages 292-306, June.
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    Cited by:

    1. Asongu, Simplice A & Odhiambo, Nicholas M, 2020. "Inequality and Renewable Energy Consumption in Sub-Saharan Africa: Implication for High Income Countries," Working Papers 26932, University of South Africa, Department of Economics.
    2. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2021. "The Openness Hypothesis in the Context of Economic Development in Sub-Saharan Africa: The Moderating Role of Trade Dynamics on FDI," The International Trade Journal, Taylor & Francis Journals, vol. 35(4), pages 336-359, July.
    3. 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.
    4. Asongu, Simplice A. & Odhiambo, Nicholas M., 2021. "Inequality, finance and renewable energy consumption in Sub-Saharan Africa," Renewable Energy, Elsevier, vol. 165(P1), pages 678-688.
    5. Simplice Asongu & Nicholas M. Odhiambo, 2020. "Financial access, governance and insurance sector development in sub-Saharan Africa," Journal of Economic Studies, Emerald Group Publishing, vol. 47(4), pages 849-875, February.
    6. Asongu, Simplice & Odhiambo, Nicholas, 2020. "The role of Globalization in Modulating the Effect of Environmental Degradation on Inclusive Human Development," MPRA Paper 103143, University Library of Munich, Germany.
    7. Simplice A. Asongu & Hillary C. Ezeaku, 2020. "Aid Grants vs. Technical Cooperation Grants: Implications for Inclusive Growth in Sub-Saharan Africa, 1984-2018," Research Africa Network Working Papers 20/091, Research Africa Network (RAN).
    8. Sheilla Nyasha & Nicholas M. Odhiambo & Simplice A. Asongu, 2021. "The Impact of Tourism Development on Economic Growth in Sub-Saharan Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(6), pages 1514-1535, December.
    9. Asongu, Simplice & Odhiambo, Nicholas, 2021. "Mobile technology supply factors and mobile money innovation: Thresholds for complementary policies," MPRA Paper 110138, University Library of Munich, Germany.
    10. Ibrahim, Ridwan Lanre & Ajide, Kazeem Bello & Omokanmi, Olatunde Julius, 2021. "Non-renewable energy consumption and quality of life: Evidence from Sub-Saharan African economies," Resources Policy, Elsevier, vol. 73(C).
    11. 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).
    12. Simplice A. Asongu & Nicholas M. Odhiambo, 2021. "Remittances and Value Added across Economic sub-sectors in Sub-Saharan Africa," Working Papers 21/002, European Xtramile Centre of African Studies (EXCAS).
    13. Simplice Asongu & Nicholas Odhiambo, 2019. "Thresholds of income inequality that mitigate the role of gender inclusive education in promoting gender economic inclusion in sub-Saharan Africa," Social Responsibility Journal, Emerald Group Publishing, vol. 17(1), pages 106-126, December.
    14. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    15. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "Inclusive Education for Inclusive Economic Participation: the Financial Access Channel," Research Africa Network Working Papers 20/019, Research Africa Network (RAN).
    16. Sumbal Fatima & Bateer Chen & Muhammad Ramzan & Qamar Abbas, 2020. "The Nexus Between Trade Openness and GDP Growth: Analyzing the Role of Human Capital Accumulation," SAGE Open, , vol. 10(4), pages 21582440209, November.
    17. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance and Inequality in Sub-Saharan Africa: Policy Thresholds," Research Africa Network Working Papers 20/005, Research Africa Network (RAN).
    18. Asongu, Simplice & Acha-Anyi, Paul, 2020. "Enhancing ICT for Productivity in Sub-Saharan Africa: Thresholds for Complementary Policies," MPRA Paper 103140, University Library of Munich, Germany.
    19. Simplice A. Asongu & Joseph I. Uduji & Elda N. Okolo-Obasi, 2019. "Thresholds of External Flows for Inclusive Human Development in Sub-Saharan Africa," CEREDEC Working Papers 19/045, Centre de Recherche pour le Développement Economique (CEREDEC).
    20. Malah Kuete, Yselle & Asongu, Simplice, 2021. "Infrastructure development as a prerequisite for structural change in Africa," MPRA Paper 110615, University Library of Munich, Germany.
    21. Simplice A. Asongu & Thales P. Yapatake Kossele & Joseph Nnanna, 2021. "Not all that glitters is gold: political stability and trade in Sub-Saharan Africa," Research Africa Network Working Papers 21/005, Research Africa Network (RAN).
    22. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Enhancing ICT for insurance in Africa," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 9(2), pages 16-27.
    23. Teheni El Ghak & Awatef Gdairia & Boutheina Abassi, 0. "High-tech Entrepreneurship and Total Factor Productivity: the Case of Innovation-Driven Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 0, pages 1-35.
    24. Teheni El Ghak & Awatef Gdairia & Boutheina Abassi, 2021. "High-tech Entrepreneurship and Total Factor Productivity: the Case of Innovation-Driven Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1152-1186, September.
    25. Tadadjeu, Sosson & Njangang, Henri & Asongu, Simplice & Nounamo, Yann, 2021. "Natural resources and wealth inequality: a cross-country analysis," MPRA Paper 110133, University Library of Munich, Germany.

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    More about this item

    Keywords

    Insurance; Economic Growth;

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • I30 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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