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Enhancing ICT for insurance in Africa

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  • Asongu, Simplice A
  • Odhiambo, Nicholas M
Abstract
This study assesses how enhancing information and communication technology (ICT) affects life insurance and non-life insurance in a panel of forty-eight African countries with data for the period 2004-2014. The adopted ICT dynamics are: mobile phone penetration, internet penetration and fixed broadband subscriptions. The empirical evidence is based on Generalized Method of Moments. The results show that enhancing mobile phone penetration and fixed broadband subscriptions has a positive net effect on life insurance consumption while enhancing fixed broadband subscriptions also has a positive net impact of on non-life insurance penetration.

Suggested Citation

  • Asongu, Simplice A & Odhiambo, Nicholas M, 2019. "Enhancing ICT for insurance in Africa," Working Papers 26327, University of South Africa, Department of Economics.
    • Handle: RePEc:uza:wpaper:26327
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    1. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Environmental degradation and inclusive human development in sub‐Saharan Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(1), pages 25-34, 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. Vanessa Simen Tchamyou, 2020. "Education, lifelong learning, inequality and financial access: evidence from African countries," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 7-25, January.
    4. 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.
    5. 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.
    6. Amankwah-Amoah, Joseph & Sarpong, David, 2016. "Historical pathways to a green economy: The evolution and scaling-up of solar PV in Ghana, 1980–2010," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 90-101.
    7. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology Advancement: Evidence from Sub‐Saharan Africa," South African Journal of Economics, Economic Society of South Africa, vol. 86(2), pages 231-246, June.
    8. Vanessa Simen Tchamyou, 2017. "The Role of Knowledge Economy in African Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1189-1228, December.
    9. Simplice Asongu & Agyenim Boateng, 2018. "Introduction to Special Issue: Mobile Technologies and Inclusive Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 297-301, July.
    10. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    11. M. Humbani & M. Wiese, 2018. "A Cashless Society for All: Determining Consumers’ Readiness to Adopt Mobile Payment Services," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 409-429, July.
    12. 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.
    13. 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.
    14. Joshua Yindenaba Abor & Mohammed Amidu & Haruna Issahaku, 2018. "Mobile Telephony, Financial Inclusion and Inclusive Growth," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 430-453, July.
    15. George Okello Candiya Bongomin & Joseph M Ntayi & John C. Munene & Charles Akol Malinga, 2018. "Mobile Money and Financial Inclusion in Sub-Saharan Africa: the Moderating Role of Social Networks," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 361-384, July.
    16. 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.
    17. Thierry PENARD & Nicolas POUSSING & Gabriel ZOMO YEBE & Philémon NSI ELLA, 2012. "Comparing the Determinants of Internet and Cell Phone Use in Africa: Evidence from Gabon," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(86), pages 65-83, 2nd quart.
    18. Asongu, Simplice A. & Le Roux, Sara, 2017. "Enhancing ICT for inclusive human development in Sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 44-54.
    19. 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.
    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. Simplice A. Asongu, 2018. "Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 81-135, March.
    22. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    23. Simplice Asongu & Nicholas M. Odhiambo, 2020. "Financial access, governance and insurance sector development in sub-Saharan Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 47(4), pages 849-875, February.
    24. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Research Africa Network Working Papers 18/062, Research Africa Network (RAN).
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Vanessa S. Tchamyou & Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "The Role of ICT in Modulating the Effect of Education and Lifelong Learning on Income Inequality and Economic Growth in Africa," African Development Review, African Development Bank, vol. 31(3), pages 261-274, September.
    31. Simplice Asongu & Joseph Nnanna & Paul Acha-Anyi, 2019. "Information technology, governance and insurance in Sub-Saharan Africa," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 16(8), pages 1253-1273, September.
    32. Simplice A. Asongu, 2018. "Introduction," Research Africa Network Working Papers 18/051, Research Africa Network (RAN).
    33. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Young Rural Women Participation in the E-Wallet Programme and Usage Intensity of Modern Agricultural Inputs in Nigeria," Research Africa Network Working Papers 18/061, Research Africa Network (RAN).
    34. Haruna Issahaku & Benjamin Musah Abu & Paul Kwame Nkegbe, 2018. "Does the Use of Mobile Phones by Smallholder Maize Farmers Affect Productivity in Ghana?," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 302-322, July.
    35. 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.
    36. Augustin Kwasi Fosu, 2013. "Growth of African Economies: Productivity, Policy Syndromes and the Importance of Institutions," Journal of African Economies, Centre for the Study of African Economies, vol. 22(4), pages 523-551, August.
    37. Aparna Gosavi, 2018. "Can Mobile Money Help Firms Mitigate the Problem of Access to Finance in Eastern sub-Saharan Africa?," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 343-360, July.
    38. 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.
    39. 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.
    40. Robert Lawrence Afutu-Kotey & Katherine V. Gough & George Owusu, 2017. "Young Entrepreneurs in the Mobile Telephony Sector in Ghana: From Necessities to Aspirations," Journal of African Business, Taylor & Francis Journals, vol. 18(4), pages 476-491, October.
    41. Gang Kou & Yanqun Lu & Yi Peng & Yong Shi, 2012. "Evaluation Of Classification Algorithms Using Mcdm And Rank Correlation," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 197-225.
    42. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    43. John Ssozi & Simplice A. Asongu, 2016. "The Effects of Remittances on Output per Worker in Sub-Saharan Africa: A Production Function Approach," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 400-421, September.
    44. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2017. "Quality of Growth Empirics: Comparative gaps, benchmarking and policy syndromes," Journal of Policy Modeling, Elsevier, vol. 39(5), pages 861-882.
    45. Samuel Guérineau & 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," CERDI Working papers halshs-01178838, HAL.
    46. Simplice A. Asongu, 2018. "Introduction," AFEA Working Papers 18/018, African Finance and Economic Association (AFEA).
    47. Zhang, Huanhuan & Kou, Gang & Peng, Yi, 2019. "Soft consensus cost models for group decision making and economic interpretations," European Journal of Operational Research, Elsevier, vol. 277(3), pages 964-980.
    48. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2018. "Educational quality thresholds in the diffusion of knowledge with mobile phones for inclusive human development in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 164-172.
    49. 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.
    50. 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.
    51. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology (ICT) Advancement: Evidence from Sub-Saharan Africa," Research Africa Network Working Papers 18/005, Research Africa Network (RAN).
    52. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Young Rural Women Participation in the E-Wallet Programme and Usage Intensity of Modern Agricultural Inputs in Nigeria," Working Papers of the African Governance and Development Institute. 18/062, African Governance and Development Institute..
    53. Amankwah-Amoah, Joseph, 2016. "Global business and emerging economies: Towards a new perspective on the effects of e-waste," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 20-26.
    54. Amankwah-Amoah, Joseph, 2015. "Solar energy in sub-Saharan Africa: The challenges and opportunities of technological leapfrogging," MPRA Paper 88627, University Library of Munich, Germany.
    55. J. R. Minkoua Nzie & J. C. Bidogeza & Nkwah Azinwi Ngum, 2018. "Mobile Phone Use, Transaction Costs, and Price: Evidence from Rural Vegetable Farmers in Cameroon," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 323-342, July.
    56. Abdul Latif Alhassan, 2016. "Insurance market development and economic growth," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(3), pages 321-339, March.
    57. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-1044, July.
    58. Simplice Asongu, 2018. "Introduction," Working Papers of the African Governance and Development Institute. 18/021, African Governance and Development Institute..
    59. Simplice A. Asongu, 2018. "Introduction," Working Papers of the African Governance and Development Institute. 18/051, African Governance and Development Institute..
    60. 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.
    61. Simplice A. Asongu, 2018. "Introduction," Research Africa Network Working Papers 18/021, Research Africa Network (RAN).
    62. Amankwah-Amoah, Joseph & Osabutey, Ellis L.C. & Egbetokun, Abiodun, 2018. "Contemporary challenges and opportunities of doing business in Africa: The emerging roles and effects of technologies," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 171-174.
    63. Augustin Kwasi Fosu, 2013. "Growth of African Economies: Productivity, Policy Syndromes and the Importance of Institutions," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 22(4), pages 523-551, August.
    64. Moses Mwenda Muthinja & Chimwemwe Chipeta, 2018. "What Drives Financial Innovations in Kenya’s Commercial Banks? An Empirical Study on Firm and Macro-Level Drivers of Branchless Banking," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 385-408, July.
    65. 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.
    66. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Working Papers of the African Governance and Development Institute. 18/063, African Governance and Development Institute..
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    More about this item

    Keywords

    Insurance; Information technology;

    JEL classification:

    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • I30 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
    • 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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