Insurance Market Development, ICT Diffusion, and Economic Growth in Sub-Saharan Africa
撒哈拉以南非洲保险市场发展、信息通信技术扩散与经济增长
DOI:
https://doi.org/10.65967/siss.v44i2.134Keywords:
Insurance market development, ICT diffusion, economic-growthAbstract
This study extends the existing literature by examining the mediating role of information and communication technology (ICT) diffusion in the relationship between insurance development and economic growth in Sub-Saharan Africa (SSA). Using panel data from 36 SSA countries over the period 2007–2020 and applying the generalized method of moments (GMM), the results show that insurance penetration covering total, life, and non-life insurance along with ICT diffusion, significantly promotes economic growth in the region. The findings further indicate that ICT diffusion strengthens the growth-enhancing effect of insurance, highlighting its critical intervening role. Disaggregated ICT indicators reveal that fixed broadband, telephone subscriptions, and internet usage amplify the impact of total and life insurance penetration on economic growth, while fixed broadband plays a particularly strong role in enhancing the contribution of non-life insurance. Overall, the results suggest that although insurance development supports economic growth, its effectiveness is substantially reinforced through ICT infrastructure. Accordingly, the study underscores the importance for insurers to adopt digital technologies and leverage ICT diffusion to maximize their contribution to economic growth in SSA.
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Abimbola, O., Aggad, F., & Ndzendze, B. (2021). What is Africa’s digital agenda?. Policy brief. Africa Policy Research Institute (APRI), 23.
African Insurance Organisation (AIO). (2019). African Insurance Barometer 2019. https://www.africaninsurance.org/ african-insurance-barometer-2019
Aguegboh, E. S., Agu, C. V., & Nnetu-Okolieuwa, V. I. (2023). ICT adoption, bank performance & development in Sub- Saharan Africa: A dynamic panel analysis. Information Technology for Development, 29(2-3), 406–422. https://doi. org/10.1080/02681102.2022.2131701
Akinlo, T. (2015). Causal relation between insurance and economic growth in selected Sub-Saharan Africa: A heterogeneous panel causality approach. Canadian Open Economics Journal, 2(1), 1–22.
Akinlo, T. (2023). Information technology and insurance development in Sub-Saharan Africa. Information Development, 39(1), 169–183. https://doi.org/10.1177/02666669211028960
Akinlo, T., & Apanisile, O. T. (2014). Relationship between insurance and economic growth in Sub-Saharan African: A panel data analysis. Modern Economy, 5(2), 120–127.
Alhassan, A. L. (2016). Insurance market development and economic growth: Exploring causality in 8 selected African countries. International Journal of Social Economics, 43(3), 321–339. https://doi.org/10.1108/IJSE-09-2014-0182
Alhassan, A. L., & Fiador, V. (2014). Insurance-growth nexus in Ghana: An autoregressive distributed lag bounds cointegration approach. Review of Development Finance, 4(2), 83–96. https://doi.org/10.1016/j.rdf.2014.05.003
Ali, M. (2020). Challenges, prospects and role of insurance on economic growth in Bangladesh. IIUM Journal of Case Studies in Management, 11(1), 20–27.
Apergis, N., & Poufinas, T. (2020). The role of insurance growth in economic growth: Fresh evidence from a panel of OECD countries. The North American Journal of Economics and Finance, 53, 101217. https://doi.org/10.1016/j.najef. 2020.101217
Appiah-Otoo, I., & Song, N. (2021). The impact of ICT on economic growth-comparing rich and poor countries. Telecommunications Policy, 45(2), 102082. https://doi.org/10.1016/j.telpol.2020.102082
Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D
Asongu, S., Nnanna, J., & Acha-Anyi, P. (2020). Information technology, governance and insurance in Sub-Saharan Africa. Social Responsibility Journal, 16(8), 1253–1273. https://doi.org/10.1108/SRJ-05-2019-0167
Asongu, S. A., & Odhiambo, N. M. (2019). Enhancing ICT for insurance in Africa. Review of Development Finance, 9(2), 16– 27.
Asongu, S. A., & Odhiambo, N. M. (2020). Insurance policy thresholds for economic growth in Africa. The European Journal of Development Research, 32(3), 672–689. https://doi.org/10.1057/s41287-019-00234-2
Asongu, S. A., Orim, S. M. I., & Nting, R. T. (2019). Inequality, information technology and inclusive education in sub- Saharan Africa. Technological Forecasting and Social Change, 146, 380–389. https://doi.org/10.1016/j.techfore.2019. 06.006
Awad, A., & Albaity, M. (2022). ICT and economic growth in Sub-Saharan Africa: Transmission channels and effects. Telecommunications Policy, 46(8), 102381. https://doi.org/10.1016/j.telpol.2022.102381
Balcilar, M., Gupta, R., Lee, C. C., & Olasehinde-Williams, G. (2020). Insurance-growth nexus in Africa. The Geneva Papers on Risk and Insurance - Issues and Practice, 45(2), 335–360. https://doi.org/10.1057/s41288-019-00145-7
Bazini, E., & Madani, F. (2015). ICT application in the insurance industry: Its impact in customer relationship management. Academic Journal of Interdisciplinary Studies, 4(3 S1), 307.
Benlagha, N., & Hemrit, W. (2020). Internet use and insurance growth: Evidence from a panel of OECD countries. Technology in Society, 62, 101289. https://doi.org/10.1016/j.techsoc.2020.101289
Bernard, A. B., & Jones, C. I. (1996). Productivity across industries and countries: Time series theory and evidence. The Review of Economics and Statistics, 135–146. https://doi.org/10.2307/2109853
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
Brambor, T., Clark, W. R., & Golder, M. (2006). Understanding interaction models: Improving empirical analyses. Political Analysis, 14(1), 63–82. https://doi.org/10.1093/pan/mpi014
Chatterjee, A. (2020). Financial inclusion, information and communication technology diffusion, and economic growth: A panel data analysis. Information Technology for Development, 26(3), 607–635. https://doi.org/10.1080/02681102. 2020.1734770
Cheng, C. Y., Chien, M. S., & Lee, C. C. (2021). ICT diffusion, financial development, and economic growth: An international cross-country analysis. Economic Modelling, 94, 662–671. https://doi.org/10.1016/j.econmod.2020.02.008
Das, A., Chowdhury, M., & Seaborn, S. (2018). ICT diffusion, financial development and economic growth: New evidence from low and lower middle-income countries. Journal of the Knowledge Economy, 9(3), 928–947. https://doi.org/10. 1007/s13132-016-0383-7
Duncombe, R. (2006). Using the livelihoods framework to analyze ICT applications for poverty reduction through microenterprise. Information Technologies & International Development, 3(3), 81–100. https://itidjournal.org/index.php/itid/ article/view/231.html
Gheraia, Z., Abid, M., Sekrafi, H., & Abdelli, H. (2022). The moderating role of ICT diffusion between financial development and economic growth: A bootstrap ARDL approach in Saudi Arabia. Information Technology for Development, 28(4), 816–836. https://doi.org/10.1080/02681102.2021.1998759
Greenacre, M., Groenen, P. J., Hastie, T., d’Enza, A. I., Markos, A., & Tuzhilina, E. (2022). Principal component analysis. Nature Reviews Methods Primers, 2(1), 100. https://doi.org/10.1038/s43586-022-00184-w
Horvey, S. S., & Odei-Mensah, J. (2024). Factors influencing underwriting performance of the life and nonlife insurance markets in South Africa: Exploring for complementarities, nonlinearities, and thresholds. Journal of African Business. https://doi.org/10.1080/15228916.2024.2348435
Horvey, S. S., Odei-Mensah, J., & Mushai, A. (2024). The determinants of life insurance companies profitability in South Africa: New evidence from a dynamic panel threshold estimation technique. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-08-2022-1225
Horvey, S. S., Osei, D. B., & Alagidede, I. P. (2023). Insurance penetration and inclusive growth in Sub-Saharan Africa: Evidence from panel linear and nonlinear analysis. International Economic Journal, 37(4), 618–645. https://doi.org/ 10.1080/10168737.2023.2251027
Jarraya, B., Afi, H., & Omri, A. (2023). Analyzing the profitability and efficiency in European non-life insurance industry. Methodology and Computing in Applied Probability, 25(2), 1–25. https://doi.org/10.1007/s11009-023-10043-0
Jayaprakash, P., & Pillai, R. (2022). The role of ICT and effect of national culture on economic growth. Information Technology for Development, 28(2), 420–442. https://doi.org/10.1080/02681102.2021.1961669
Kwan, L. Y. Y., & Chiu, C. Y. (2015). Country variations in different innovation outputs: The interactive effect of institutional support and human capital. Journal of Organizational Behavior, 36(7), 1050–1070. https://doi.org/10.1002/ job.2017
Lee, C. C., Chang, C. H., Arouri, M., & Lee, C. C. (2016). Economic growth and insurance development: The role of institutional environments. Economic Modelling, 59, 361–369. https://doi.org/10.1016/j.econmod.2016.08.010
Lee, S. Y. T., Gholami, R., & Tong, T. Y. (2005). Time series analysis in the assessment of ICT impact at the aggregate level – lessons and implications for the new economy. Information & Management, 42(7), 1009–1022. https://doi.org/10. 1016/j.im.2004.11.005
Levendis, J., & Lee, S. H. (2013). On the endogeneity of telecommunications and economic growth: Evidence from Asia. Information Technology for Development, 19(1), 62–85. https://doi.org/10.1080/02681102.2012.694793
Masenyetse, R., & Manamathela, M. (2023). Firm growth, exporting and information communication technology (ICT) in Southern Africa. Journal of Innovation and Entrepreneurship, 12(1), 8. https://doi.org/10.1186/s13731-023-00273-4 Nguyen, C. P., & Doytch, N. (2022). The impact of ICT patents on economic growth: An international evidence. Telecommunications Policy, 46(5), 102291. https://doi.org/10.1016/j.telpol.2021.102291
Odhiambo, N. M. (2022). Information technology, income inequality and economic growth in sub-Saharan African countries. Telecommunications Policy, 46(6), 102309. https://doi.org/10.1016/j.telpol.2022.102309
Ofori, I. K., Osei, D. B., & Alagidede, I. P. (2022). Inclusive growth in Sub-Saharan Africa: Exploring the interaction between ICT diffusion, and financial development. Telecommunications Policy, 46(7), 102315. https://doi.org/10.1016/j.telpol. 2022.102315
OECD. (2017). OECD science, technology and industry scoreboard 2017: The digital transformation. Paris: OECD Publishing. https://doi.org/10.1787/9789264268821-en
Okonkwo, I. V., & Eche, A. U. (2019). Insurance penetration rate and economic growth in Nigeria: 1981-2017. International Journal of Social Sciences and Management Review, 2(1), 21–45.
Olayungbo, D. O., & Akinlo, A. E. (2016). Insurance penetration and economic growth in Africa: Dynamic effects analysis using Bayesian TVP-VAR approach. Cogent Economics & Finance, 4(1), 1150390. https://doi.org/10.1080/23322039. 2016.1150390
Pradhan, R. P., Arvin, B. M., Norman, N. R., Nair, M., & Hall, J. H. (2016). Insurance penetration and economic growth nexus: Cross-country evidence from ASEAN. Research in International Business and Finance, 36, 447–458. https://doi.org/10. 1016/j.ribaf.2015.09.036
PwC. (2018). Ready and willing African insurance industry poised for growth [WWW Document]. Retrieved February 24, 2024, from https://www.pwc.co.za/en/assets/pdf/south-african-insurance-2018.pdf
Qureshi, S. (2011). Globalization in development: Do information and communication technologies really matter? Information Technology for Development, 17(4), 249–252. https://doi.org/10.1080/02681102.2011.610142
Qureshi, S. (2015). Are we making a better world with information and communication technology for development (ICT4D) research? Findings from the field and theory building. Information Technology for Development, 21(4), 511–522. https://doi.org/10.1080/02681102.2015.1080428
Qureshi, S., & Najjar, L. (2017). Information and communications technology use and income growth: Evidence of the multiplier effect in very small island states. Information Technology for Development, 23(2), 212–234. https://doi.org/ 10.1080/02681102.2016.1173634
Raifu, I. A., Okunoye, I. A., & Aminu, A. (2023). The effect of ICT on financial sector development in Africa: Does regulatory quality matter? Information Technology for Development, 1–28. https://doi.org/10.1080/02681102.2023.2233458
Roger, M., Shulin, L., & Sesay, B. (2022). ICT development, innovation diffusion and sustainable growth in sub-Saharan Africa. Sage Open, 12(4), 215824402211238. https://doi.org/10.1177/21582440221123894
Röller, L. H., & Waverman, L. (2001). Telecommunications infrastructure and economic development: A simultaneous approach. American Economic Review, 91(4), 909–923. https://doi.org/10.1257/aer.91.4.909
Salatin, P., Yadollahi, F., & Eslambolchi, S. (2014). The effect of ICT on insurance industry in selected countries. Research Journal of Economics, Business and ICT, 9(1).
Sapa, S. G., Phunde, S. B., & Godbole, M. R. (2014). Impacts of ICT application on the insurance sector (e-insurance). IBMRD’s Journal of Management & Research, 3(1), 311–320.
Sawadogo, R., Guérineau, S., & Ouedraogo, I. M. (2018). Life insurance development and economic growth: Evidence from developing countries. Journal of International Development, 43(2), 1–28.
Sibindi, A. B. (2022). Information and communication technology adoption and life insurance market development: Evidence from Sub-Saharan Africa. Journal of Risk and Financial Management, 15(12), 568. https://doi.org/10.3390/ jrfm15120568
Singhal, N., Goyal, S., & Singhal, T. (2022). The relationship between insurance and economic growth in Asian countries: A regional perspective. Macroeconomics and Finance in Emerging Market Economies, 15(3), 301–322. https://doi.org/ 10.1080/17520843.2021.1957599
Solow, R. M. (1999). Neoclassical growth theory. Handbook of Macroeconomics, 1, 637–667. https://doi.org/10.1016/ S1574-0048(99)01012-5
Stroeken, J. H. (2001). Information technology, innovation and supply chain structure. International Journal of Services Technology and Management, 2(3-4), 269–288. https://doi.org/10.1504/IJSTM.2001.001604
Sustainable Development Goal Centre (SDGC). (2017). Africa 2030: How African can achieve the sustainable development goals. https://sdgcafrica.org/wp-content/uploads/2018/03/SDG_2030_Nov_2017.pdf
Witherspoon, D. J. (2015). The influence of ICT adoption on performance of micro insurance business in Kenya [Doctoral dissertation]. University of Nairobi. http://erepository.uonbi.ac.ke/handle/11295/94021
Zhang, J., Gong, X., & Zhang, H. (2022). ICT diffusion and health outcome: Effects and transmission channels. Telematics and Informatics, 67, 101755. https://doi.org/10.1016/j.tele.2021.101755
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