This study assesses how the mobile phone influences governance to improve information and communication technology (ICT) exports in sub-Saharan Africa with data from 2000 to 2012. The empirical evidence is based on the generalised method of moments and three main governance concepts are used, namely (i) institutional (comprising the rule of law and corruption control), (ii) political (involving political stability/no violence and voice and accountability) and (iii) economic (including regulation quality and government effectiveness) governance. The following findings are established. First, there are positive net effects on ICT goods exports from independent interactions between mobile phones and ‘political stability’, ‘voice and accountability’ and corruption control. Second, significant net effects are not apparent from independent interactions between mobile phones and government effectiveness, regulation quality and the rule of law. Theoretical and practical implications are discussed.
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Fosu (2013), defines ‘policy syndromes’ as situations that are detrimental to growth: ‘administered redistribution’, ‘state breakdown’, ‘state controls’ and ‘suboptimal inter temporal resource allocation’. Situations in which such syndromes are not apparent are qualified as ‘syndrome-free’. The policy syndromes are thought to have substantially contributed to Africa’s poor post-independence growth.
Data points for the year 2015 are only available in the 2017 release of the World Development Indicators of the World Bank. This is essentially because there is always a 2-year lag between the most updated year in the data and the publication year of the data. At the time of the study, the most updated year was 2012.
Hence, the procedure for treating ivstyle (years) is ‘iv (years, eq(diff))’ whereas the gmmstyle is employed for predetermined variables.
“First, the null hypothesis of the second-order Arellano and Bond autocorrelation test (AR (2)) in difference for the absence of autocorrelation in the residuals should not be rejected. Second, the Sargan and Hansen overidentification restrictions (OIR) tests should not be significant because their null hypotheses are the positions that instruments are valid or not correlated with the error terms. In essence, while the Sargan OIR test is not robust but not weakened by instruments, the Hansen OIR is robust but weakened by instruments. In order to restrict identification or limit the proliferation of instruments, we have ensured that instruments are lower than the number of cross-sections in most specifications. Third, the Difference in Hansen Test (DHT) for exogeneity of instruments is also employed to assess the validity of results from the Hansen OIR test. Fourth, a Fischer test for the joint validity of estimated coefficients is also provided” ( Asongu and De Moor 2017, p.200).
Aghion, P., & Howitt, P., (1998). Market structure and the growth process. Review of Economic Dynamics, 1(1), pp. 276–305.
Ahmed, E. (2010). Information and communications technology effects on East Asian productivity. Journal of the Knowledge Economy, 1(3), 191–201.
Ahmed, E. (2016). ICT and human capital spillover effects in achieving sustainable East Asian knowledge-based economies. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-016-0430-4.
Ahmed, E., & Ridzuan, R. (2013). The impact of ICT on East Asian economic growth: panel estimation approach. Journal of the Knowledge Economy, 4(4), 540–555.
Amankwah-Amoah, J. (2015). Solar energy in sub-Saharan Africa: the challenges and opportunities of technological leapfrogging. Thunderbird International Business Review, 57(1), 15–31.
Amankwah-Amoah, J. (2016). Global business and emerging economies: towards a new perspective on the effects of e-waste. Technological Forecasting and Social Change, 105(April), 20–26.
Amankwah-Amoah, J., & Sarpong, D. (2016). Historical pathways to a green economy: the evolution and scaling-up of solar PV in Ghana, 1980-2010. Technological Forecasting and Social Change, 102(January), 90–101.
Andrés, R. A., Asongu, S. A., & Amavilah, V. H. (2015). The impact of formal institutions on knowledge economy. Journal of the Knowledge Economy, 6(4), 1034–1062.
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.
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error components models. Journal of Econometrics, 68(1), 29–52.
Asongu, S. A. (2013). How would population growth affect investment in the future? Asymmetric panel causality evidence for Africa. African Development Review, 25(1), 14–29.
Asongu, S. A. (2015). Conditional determinants of mobile phones penetration and mobile banking in Sub-Saharan Africa. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132–015-0322-z.
Asongu, S. A., & De Moor, L. (2017). Financial globalisation dynamic thresholds for financial development: evidence from Africa. European Journal of Development Research, 29(1), 192–212.
Asongu, S. A., & Le Roux, S. (2017). Enhancing ICT for inclusive human development in sub-Saharan Africa. Technological Forecasting and Social Change, 118(May), 44–54.
Asongu, S. A., & Nwachukwu, J. C. (2016a). Mobile phone penetration, mobile banking and inclusive development in Africa. African Finance Journal, 18(1), 34–52.
Asongu, S. A., & Nwachukwu, J. C. (2016b). The role of governance in mobile phones for inclusive human development in sub-Saharan Africa. Technovation, 55-56(September–October), 1–13.
Asongu, S. A., & Nwachukwu, J. C. (2016c). The mobile phone in the diffusion of knowledge for institutional quality in sub Saharan Africa. World Development, 86(October), 133–147.
Asongu, S. A., & Nwachukwu, J. C. (2016d). Foreign aid and governance in Africa. International Review of Applied Economics, 30(1), 69–88.
Asongu, S. A., & Nwachukwu, J. C. (2017). ICT, financial sector development and financial access. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-017-0477-x.
Asongu, S. A., & Tchamyou, V. S. (2016). The impact of entrepreneurship on knowledge economy in Africa. Journal of Entrepreneurship in Emerging Economies, 8(1), 101–131.
Asongu, S. A., Nwachukwu, J. C., & Orim, S-M., (2017). Mobile phones, institutional quality and entrepreneurship in Sub-Saharan Africa. Technological Forecasting and Social Change. https://doi.org/10.1016/j.techfore.2017.08.007.
Atabong, A. B., (2017). Cameroon has shut down the internet in its English-speaking regions. QUARTZ Africa, https://qz.com/892433/cameroon-shut-down-the-internet-in-anglophone-regions-like-bamenda-buea/. Accessed: 12/03/2017.
Avgerou, C. (1998). How can IT enable economic growth in developing countries? Information Technology for Development, 8(1), 15–28.
Aw, B. Y., Roberts, M. J., & Xu, D. Y. (2009). R&D investment, exporting, and productivity dynamics, NBER working paper series, 14670. Cambridge: National Bureau of Economic Research.
Baltagi, B. H. (2008). Forecasting with panel data. Journal of Forecasting, 27(2), 153–173.
Beck, T., Demirgüç-Kunt, A., & Levine, R. (2003). Law and finance: why does legal origin matter? Journal of Comparative Economics, 31(4), 653–675.
Bernard, A. B., & Jensen, J. B. (1999). Exceptional exporter performance: cause, effect, or both? Journal of International Economics, 47(1), 1–25.
Best, M. H. (2015). Greater Boston's industrial ecosystem: a manufactory of sectors. Technovation, 39-40(2015), 4–13.
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143.
Boateng, A., Asongu, S. A., Akamavi, R., & Tchamyou, V. S., (2016). Information asymmetry and market power in the African banking industry. African Governance and Development Institute Working Paper no. 16/032, Yaoundé.
Bond, S., Hoeffler, A., & Tample, J. (2001). GMM estimation of empirical growth models. Oxford: University of Oxford.
Boulianne, S. (2009). Does internet use affect engagement? A meta-analysis of research. Political Communication, 26(2), 193–211.
Breuer, A., Landmann, T., & Farquhar, D. (2012). Social media and protest mobilization: evidence from the Tunisian revolution. Democratization, 22(4), 764–792.
Brouwer, R., & Brito, L. (2012). Cellular phones in Mozambique: who has them and who doesn't? Technological Forecasting and Social Change, 79(2), 231–243.
Byrne, E., Nicholson, B., & Salem, F. (2011). Information communication technologies and the millennium development goals. Information Technology for Development, 17(1), 1–3.
Carmody, P. (2013). A knowledge economy or an information society in Africa? Thintegration and the mobile phone revolution. Information Technology for Development, 19(1), 24–39.
Chavula, H. K. (2013). Telecommunications development and economic growth in Africa. Information Technology for Development, 19(1), 5–23.
Costello, G. J., & Donnellan, B. (2016). IT-enabled R&D for business value in a global framework. Journal of the Knowledge Economy, 7(3), 783–796.
Das, A., Chowdhury, M., & Seaborn, S. (2016). ICT diffusion, financial development and economic growth: new evidence from low and lower middle-income countries. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-016-0383-7.
Diamond, L. (2010). Liberation technology. Journal of Democracy, 21(3), 69–83.
DiPietro, W. R., & Anoruo, E. (2006). Creativity, innovation, and export performance. Journal of Policy Modeling, 28(2), 133–139.
Fosu, A. (2013). Growth of African economies: productivity, policy syndromes and the importance of institutions. Journal of African Economies, 22(4), 523–551.
Gani, A. (2011). Governance and growth in developing countries. Journal of Economic Issues, 45(1), 19–40.
Grossman, G., Humphreys, M., & Sacramone-Lutz, G. (2014). “I wld like u WMP to extend electricity 2 our village”: on information technology and interest articulation. American Political Science Review, 108(3), 688–705.
Gupta, R., & Jain, K. (2012). Diffusion of mobile telephony in India: an empirical study. Technological Forecasting and Social Change, 79(4), 709–715.
Hang, C. C., Garnsey, E., & Ruan, Y. (2015). Opportunities for disruption. Technovation, 50-40(2015), 83–93.
Harris, R., & Moffat, J., (2011). “R&D, innovation and exporting”, SERC Discussion Paper No. 73, Glasgow. http://eprints.lse.ac.uk/33593/1/sercdp0073.pdf
Hellstrom, J. (2008). Mobile phones for good governance—challenges and way forward”, Stockholm University/UPGRAID Stockholm, http://www.w3.org/2008/10/MW4D_WS/papers/hellstrom_gov.pdf (Accessed: 22/11/2015).
Hobday, M. (1995). Innovation in East Asia: The Challenge to Japan. Cheltenham: Edward Elgar.
IMF: International Monetary Fund (2008). Can Africa make trade an engine for growth? http://www.imf.org/external/pubs/ft/survey/so/2008/bok031108a.htm Accessed: 06/11/2016.
Islama, T., & Meadeb, N. (2012). The impact of competition, and economic globalization on the multinational diffusion of 3G mobile phones. Technological Forecasting and Social Change, 79(5), 843–850.
Jeong, Y., & Yoon, B. (2015). Development of patent roadmap based on technology roadmap by analyzing patterns of patent development. Technovation, 39-40(2015), 37–52.
Kamel, S. (2005). The use of information technology to transform the banking sector in developing nations. Information Technology for Development, 11(4), 305–312.
Kaufmann, D., Kraay, A & Mastruzzi, M., (2010). “The worldwide governance indicators: methodology and analytical issues”. World Bank Policy Research Working Paper no 5430, Washington.
Kayizzi-Mugerwa, S., Anyanwu, J. C., & Conceição, P. (2014). Regional integration in Africa: an introduction. African Development Review, 26(S1), 1–6.
Kivuneki, F. N., Ekenberg, L., Danielson, M., & Tusubira, F. F. (2011). Perceptions of the role of ICT on quality of life in rural communities in Uganda. Information Technology for Development, 21(1), 61–80.
Kleibrink, A., Niehaves, B., Palop, P., Sörvik, J., & Thapa, B. (2015). Regional ICT innovation in the European Union: prioritization and performance (2008–2012). Journal of the Knowledge Economy, 6(2), 320–333.
Kohlbacher, F., Herstatt, C., & Levsen, N. (2015). Golden opportunities for silver innovation: how demographic changes give rise to entrepreneurial opportunities to meet the needs of older people. Technovation, 39-40(2015), 73–82.
Leon-Ledesma, M. A. (2005). Exports, product differentiation and knowledge spillovers. Open Economies Review, 16(4), 363–379.
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.
Love, I., & Zicchino, L. (2006). Financial development and dynamic investment behaviour: evidence from panel VAR. The Quarterly Review of Economics and Finance, 46(2), 190–210.
Maine, E., Soh, P.-H., & Dos Santos, N. (2015). The role of entrepreneurial decision making in opportunity creation and recognition. Technovation, 39-40(2015), 53–72.
Manacorda, M., & Tesei, A., (2016). Liberation technology: mobile phones and political mobilization in Africa. Queen Mary University of London. http://personal.lse.ac.uk/manacorm/liberation_technology.pdf. Accessed: 20/02/2016.
McKelvey, M., Zaring, O., & Ljungberg, D. (2015). Creating innovative opportunities through research collaboration: an evolutionary framework and empirical illustration in engineering. Technovation, 39-40(2015), 26–36.
Melitz, M. J. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695–1725.
Mira, M., & Dangersfield, B. (2012). Propagating a digital divide: diffusion of mobile telecommunication services in Pakistan. Technological Forecasting and Social Change, 79(3), 448–456.
Murphy, J. T., & Carmody, P., (2015). Africa’s Information revolution: technical regimes and production networks in South Africa and Tanzania. RGS-IBG Book Series: Wiley Blackwell Hoboken.
Musila, J. W., & Sigué, S. P. (2010). Corruption and international trade: an empirical investigation of African countries. The World Economy, 33(1), 129–146.
NEPAD: New Partnership for Africa’s Development (2008). The AU/NEPAD African Action Plan.10th Africa Partnership Forum, Tokyo, Japan.
Ngwenyama, O., Andoh-Baidoo, F. K., Bolou, F., & Morawczynski, O. (2006). Is there a relationship between ICT, health, education and development? An empirical analysis of five West African countries from 1997-2003. Electronic Journal of IS in of Developing Countries, 23(5), 1–11.
Nour, S. S. O. M. (2016). The impact of ICT in public and private universities in Sudan. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-016-0429-x.
Overholm, H. (2015). Collectively created opportunities in emerging ecosystems: the case of solar service ventures. Technovation, 39-40(2015), 14–25.
Penard, T., Poussing, N., Yebe, G. Z., & Ella, P. N. (2012). Comparing the determinants of internet and cell phone use in Africa: evidence from Gabon. Communications and Strategies, 86(2), 65–83.
Pierskalla, J. H., & Hollenbach, F. M. (2013). Technology and collective action: the effect of cell phone coverage on political violence in Africa. American Political Science Review, 107(2), 207–224.
Qureshi, S. (2013a). What is the role of mobile phones in bringing about growth? Information Technology for Development, 19(1), 1–4.
Qureshi, S. (2013b). Networks of change, shifting power from institutions to people: how are innovations in the use of information and communication technology transforming development? Information Technology for Development, 19(2), 97–99.
Qureshi, S. (2013c). Information and communication technologies in the midst of global change: how do we know when development takes place? Information Technology for Development, 19(3), 189–192.
Roodman, D. (2009a). A note on the theme of too many instruments. Oxford Bulletin of Economics and Statistics, 71(1), 135–158.
Roodman, D. (2009b). How to do xtabond2: an introduction to difference and system GMM in Stata. Stata Journal, 9(1), 86–136.
Sağlam, B. B. (2016). ICT diffusion, R&D intensity, and economic growth: a dynamic panel data approach. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-016-0353-0.
Salim, R. A., & Bloch, H. (2009). Business expenditures on R&D and trade performances in Australia: is there a link? Applied Economics, 41(3), 351–361.
Shahbaz, M., Ur Rehman, I., Sbia, R., & Hamdi, H. (2016). The role of information communication technology and economic growth in recent electricity demand: fresh evidence from combine cointegration approach in UAE. Journal of the Knowledge Economy, 7(3), 797–818.
Sonne, L. (2012). Innovative initiatives supporting inclusive innovation in India: social business incubation and micro venture capital. Technological Forecasting and Social Change, 79(4), 638–647.
Spencer, M. (1981). The learning curve and competition. The Bell Journal of Economics, 12(1), 49–70.
Suarez, S. L. (2006). Mobile democracy: text messages, voter turnout and the 2004 Spanish general election. Representations, 42(2), 117–128.
Tchamyou, V. S. (2016). The role of knowledge economy in African business. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-016-0417-1.
Thakar, D. (2012). Market competition and the distributional consequences of mobile phones in Canada. Technological Forecasting and Social Change, 79(2), 223–230.
UNCTAD: United Nations Conference on Trade and Development. (2009). Economic development in Africa: strengthening regional economic integration for Africa’s development. New York: United Nation.
United Nations. (2009). Worlds population prospects. New York: United Nations.
Wan, F., Williamson, P. J., & Yin, E. (2015). Antecedents and implications of disruptive innovation: evidence from China. Technovation, 39-40(2015), 94–104.
Wang, E. (1999). ICT and economic development in Taiwan: analysis of the evidence. Telecommunication Policy, 23(3–4), 235–243.
Wangwe, S. M. (1995). Exporting Africa: Technology, trade and industrialization in sub-Saharan Africa. In The United Nations University (UNU) INTECH Institute for New Technologies. London: Routledge and UNU Press.
Weidmann, J. N., & Shapiro, N. B. (2015). Is the phone mightier than the sword?. Cellphones and insurgent violence in Iraq. International Organisation, 69(2), 247–274.
Yerrabati, S., & Hawkes, D. (2015). Economic governance and economic growth in south and East Asia & Pacific Region: evidence from systematic literature reviews and meta-analysis. Advances in Economics and Business, 3(1), 1–21.
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Asongu, S.A., Asongu, N. The Role of Mobile Phones in Governance-Driven Technology Exports in Sub-Saharan Africa. J Knowl Econ 10, 849–867 (2019). https://doi.org/10.1007/s13132-017-0500-2
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