Inclusive growth in Sub-Saharan Africa: Exploring the interaction between ICT diffusion,and financial development

Despite the momentous rise in ICT diffusion, and financial development in sub-Saharan Africa (SSA), their plausible joint effect on inclusive growth have not been explored, leaving a lacuna in the literature. This study, therefore, examines the direct and indirect effects of ICT diffusion on inclusive growth in 42 SSA countries over the period 1980–2019. We provide evidence robust to several specifications from the dynamic system GMM to show that: (i) ICT skills, access and usage induce inclusive growth in SSA, and (ii) the effects of ICT skills, access and usage are enhanced in the presence of financial development. These findings remain the same when we focussed on financial institution access. Policy recommendations are provided in line with the region's green growth agenda and striving efforts at improving socioeconomic development.     

Female participation in African labor markets: The role of information and communication technologies

This article investigates the effects of information and communication technologies (ICT) on female labor force participation in a sample of 48 African countries. We specify and estimate linear regression and dynamic panel data models with fixed effects (FE) and system-generalized method of moments (SYS-GMM) estimation over the period 2001–2017. The three main results are that ICT use (mobile phone and internet) significantly stimulates female labor force participation in Africa; this effect is enhanced by financial development and female education; the effect of ICT on female employment in Africa is strongest in the industrial sector. These results remain robust to the provision of social, cultural, and institutional variables.     

Disparities in ICT adoption: A multidimensional approach to study the cross-country digital divide

This paper presents a cross-country study on the determinants of information and communication technology (ICT) diffusion using multivariate analysis techniques to capture the relative and multidimensional character of digital divide. Using canonical correlation analysis, the differences detected between groups of countries both in terms of ICT patterns and in terms of the factors explaining each are compared. The results provide the ability to distinguish between different patterns of ICT adoption that can be explained primarily by variables associated with differences in development levels. In countries registering higher levels of ICT adoption, the digitalization pattern is explained by GDP, service sector, education, and governmental effectiveness. In contrast, in developing countries, population age and urban population are positively associated with the ICT adoption, while Internet costs impact negatively. The results might be useful in finding and implementing the most suitable telecommunication and development policies for each case.     

Financial development,ICT diffusion and economic growth: Lessons from MENA region

This paper aims to test jointly two economic puzzles: the effect of financial development and Information and Communication Technology (ICT) on economic growth. Theories predict a positive effect of financial development and ICT on growth but empirical studies on these relationships produced mixed results. Further, we investigate the interaction between financial development and ICT Diffusion to test whether the impact of financial development on growth is strengthened by better ICT infrastructure. In this paper we assess empirically these relationships in some MENA countries. The empirical study is based on estimation of a dynamic panel model with system GMM estimators. There are three main findings. First, our empirical results join empirical literature that find a negative direct effect of financial development on economic growth. This ambiguous relationship may be linked to many phenomenons but there are not yet clear explanations of this puzzle. Second, the estimates reveal a positive and significant direct effect of ICT proxies on economic growth. This implies that MENA countries need to reinforce their ICT policies and improve using of new Information and Communication Technology. Finally, the interaction between ICT penetration and financial development is found positive and significant in the growth regression. This implies that economies in Mena region can benefit from financial development only once a threshold of ICT development is reached.     

Digital divide and financial development in Africa

This paper analyses the influence of the digital divide on the new IMF financial development index on a panel of 34 African countries over the period 2005–2017. Using the instrumental variables technique, we arrive at the main result that ICT divide is a severe handicap for the financial systems development in Africa. The use of financial development sub-indices relating to financial institutions and financial markets, as well as their dimensions confirms the negative effect of the digital divide. Our result remains stable when we use alternative measures of financial development and ICT indicators. Furthermore, we found that the digital divide between countries is also a severe handicap for the financial development of countries lagging behind. On the other hand, countries with a technological lead or a digital dividend have relatively developed financial systems. Some recommendations have been suggested to promote digital penetration in Africa, as well as to improve the receptivity and flexibility of African financial systems.     

ICT interaction with trade,FDI and financial inclusion on inclusive growth in top African nations ranked by ICT development

The significance of ICT (information and communication technology) framework in efforts to attract foreign investment (FDI), sustain commerce, and boost financial inclusion for enhanced inclusive growth has revolutionized the global system recently. Furthermore, earlier researches on the connection between ICT and growth concentrated more on general expansion than on the kind of growth that is evenly distributed and has broader societal implications than merely growing the size of the overall economic pie. This study critically analyzes the connection between ICT diffusion and inclusive growth, considering the interactive impacts of trade openness, FDI, and financial inclusion on inclusive growth in top African nations ranked in terms of ICT development, so as to close the existing literature gap. An improved-GMM (generalized method of moments) technique, founded on panel data-set spanning the years 2000–2020, is used in the study. By employing PCA (principal component analysis) to measure inclusive growth, ICT diffusion, and financial inclusion indices, the study contributes to the body of prior research. The model also accounts for the heterogeneous impact of the interactive term between ICT diffusions and trade openness, FDI, and financial inclusion on inclusive growth. Overall, results indicate that while ICT diffusion, trade openness, FDI, and financial inclusion significantly and positively enhance inclusive growth at both the individual and interaction levels, inflation hinders it. The study suggests that policymakers should establish measures to advance ICT development, encourage trade openness, attract foreign direct investment, and improve financial inclusion because these measures have tendencies to support inclusive growth by opening up a number of opportunities.     

Economic growth,telecommunications development and productivity growth of the telecommunications sector: Evidence around the world

This paper studies the relationships between economic growth, telecommunications development and productivity growth of the telecommunications sector in different countries and regions of the world. In particular, this study assesses the impact of mobile telecommunications on economic growth and telecommunications productivity. The results indicate that there is a bidirectional relationship between real gross domestic product (GDP) and telecommunications development (as measured by teledensity) for European and high-income countries. However, when the impact of mobile telecommunications development on economic growth is measured separately, the bi-directional relationship is no longer restricted to European and high-income countries. This study also finds that countries in the upper-middle income group have achieved a higher average total factor productivity (TFP) growth than other countries. Countries with competition and privatization in telecommunications have achieved a higher TFP growth than those without competition and privatization. The diffusion of mobile telecommunications services is found to be a significant factor that has improved the TFP growth of the telecommunications sector in Central and Eastern Europe (CEE).     

Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach

This research empirically analyzed the impact of mobile phone and the Internet on per capita income of Sub-Saharan Africa (SSA) for the period of 2006–2015 using a panel data of 40 countries. We have employed the robust two-step system GMM. Results showed that growth in mobile phone penetration has contributed significantly to the GDP per capita of the region after controlling for a number of other variables. A 10% increase in mobile phone penetration results in a 1.2% change in GDP per capita. Therefore, improving access to mobile phones will play a critical role in reducing the poverty level of the region through raising the per capita income of the population.However, the Internet has not contributed to the per capita GDP during the study period. The insignificant impact of the Internet could be due to low penetration of the technology, low ICT skill of Internet users, lack of or insufficient local content on the global network, and the relatively immature state of the technology in the region. Therefore, governments and other stakeholders should design policies that encourage expansion of the Internet. In addition to improving Internet access, policies which focus on ICT skill development and local content creation should also be designed and implemented.     

Foreign direct investment,information technology and economic growth dynamics in Sub-Saharan Africa

The research assesses how information and communication technology (ICT) modulates the effect of foreign direct investment (FDI) on economic growth dynamics in 25 countries in Sub-Saharan Africa for the period 1980–2014. The employed economic growth dynamics are Gross Domestic Product (GDP) growth, real GDP and GDP per capita while ICT is measured by mobile phone penetration and internet penetration. The empirical evidence is based on the Generalised Method of Moments. The study finds that both internet penetration and mobile phone penetration overwhelmingly modulate FDI to induce overall positive net effects on all three economic growth dynamics. Moreover, the positive net effects are consistently more apparent in internet-centric regressions compared to “mobile phone”-oriented specifications. In the light of negative interactive effects, net effects are decomposed to provide thresholds at which ICT policy variables should be complemented with other policy initiatives in order to engender favourable outcomes on economic growth dynamics. Practical and theoretical implications are discussed.     

Development of telecommunication and broadcasting infrastructure indices at the global level

The importance of information and communication technology (ICT) in economic development has been increasing rapidly along with the Internet and mobile telecommunication networks. ICT development is becoming a main growth factor of many countries. As they realize the importance of the ICT industry, developing nations work to catch up with established economies. Therefore, many nations are formulating an ICT-enhanced policy. This paper introduces a number of telecommunication and broadcasting sub-indices, which include the fixed telephone network, the Internet, and mobile networks, which are aggregated into a composite Telecommunication Index (TI). The indices are computed using principal component analysis and human development type index methods. The country rankings, by different ICT-related indices, help identify the strengths and weaknesses of infrastructure development such that each country can foster economic growth. The performance of TI is compared with several other indices, such as the digital access, human development, and ArCo technology indices. The type of indices affects the country ratings. Results suggest that the parametric index approach may be preferred over those methods in which the subjective weighted summation of normalized variables used (non-parametric indices).     

Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis

Surprisingly, little is known about the cross-country effect of information and communication technology (ICT) on wealth inequality. At the same time, there is some tentative evidence suggesting that information and communication technology is positively correlated with income inequality. However, whether and how ICT affects wealth inequality is less explored, particularly because of the lack of reliable data on wealth inequality. This paper, therefore, fills this gap and contributes to this new literature by investigating the effect of ICT on wealth inequality in a sample of 45 developed and developing countries over the period 2000–2017. ICT is measured with six different indicators (including internet penetration, mobile penetration, ICT service exports, the ICT index, ICT quality, and ICT quantity), while wealth inequality is measured with three different indicators (comprising billionaire wealth to GDP, the Top 1% wealth share, and the Top 10% wealth share). The empirical analysis is based on the Generalised Method of Moments, and the results show that ICT increases wealth inequality. Furthermore, we show that democracy mitigates the increasing effect of ICT on wealth inequality. This result suggests that improving democracy in both developed and developing countries is an effective mechanism for mitigating the effects of ICT on wealth inequality. Therefore, we encourage efforts to implement democratic institutions that ensure respect for citizens' freedoms, greater democratic accountability, and executive constraints that allow for a more egalitarian distribution of wealth.     

Concentration of the mobile telecommunications markets and countries’ competitiveness

This study examines how the level of concentration of a country’s mobile telecommunications market affects its competitiveness. We created a unique database with information on 59 countries, which we used to perform several estimations including an instrumental variable approach to explain the degree of concentration in mobile phone markets. Our first and direct estimation shows that the higher the concentration in this industry, the lower the countries’ competitiveness. In order to understand this positive correlation, we provide two additional estimations. First, using an instrumental variable, we find that the concentration in mobile telecommunications market explains the use of information and communications technology (ICT). Moreover, we also find that the use of ICT is positively correlated with countries’ competitiveness. Thus, our results confirm that the mobile phone industry has positive spillover effects on countries’ competitiveness and demonstrate the benefits of policies designed to reduce concentration and market power in the industry.     

Urbanization and sustainable development for inclusiveness using ICTs

The arrival of information and communication technology (ICT) as well as the deployments of free and open-source software (FOSS) have brought hope to developing countries that the use of enabling technologies potentially mitigates the impact of global environmental and socio-economic crises, and it drive radical changes in a user's skills or culture. In 2019, with widespread territorial disparities, approximately 53.6% people were connected to the Internet worldwide. The majority of the offline user lives in the least developed countries, and only 19% of them use the internet, compared to 87% in developed nations. Sustainable development depends on successful management of open and inclusive urban development, especially in low-income and middle-income countries, where the fastest urbanization is expected to occur by the year 2050. The application of ICT enhances the independence, dignity, and equal opportunities of all people, thereby promoting their integration into society. An inclusive approach-based citizen participation is extremely important for building an inclusive society. Furthermore, this study highlights the current issues and challenges in developing countries, as well as the role of ICT in promoting socio-economic development, where it can serve as a catalyst for the implementation of the concept of sustainable urbanization. Considering the emerging socio-technological aspect, a framework for a sustainable socio-technical ecosystem is presented here to achieve economic independence and empowerment.     

The effect of the digital economy on services exports competitiveness and ternary margins

In the era of the digital economy, improving the level of information and communications technology (ICT) development is an important measure for achieving the high-quality development of the services exports. This study constructs a comprehensive development index for the digital economy based on the United Nations Conference on Trade and Development Statistics Database (UCTADstat) to calculate the services exports competitiveness of 75 countries (regions) around the world from 2010 to 2019 and conducts ternary margin decomposition. The study empirically verifies that the digital economy promotes the competitiveness of services exports, not only driving intensive growth of quantity margin and price margin but also enhances the expansion growth of category margin. Heterogeneity analysis reveals that the effect of the digital economy on improving low- and middle-income countries' services exports competitiveness and industries with low ICT intensity is more significant than that of high-income countries and high ICT-intensity industries. The impact of the digital economy on the ternary margin of countries’ different income levels and ICT-intensity sample groups exhibits differentiated estimation results. The conclusions of this study provide novel explanations regarding the effects of the digital economy in improving services exports competitiveness and new perspectives and evidence for strategic policymaking.     

From aperture satellite to "Internet finance": Institutionalization of ICTs in China's financial sector since 1991

China's financial industries started the process of marketization only two decades ago, but by 2017 its financial technology or fin-tech sector had taken half of the global market. The exponential diffusion of information and communication technologies (ICTs) in Chinese financial contexts have generated new organizational structures and socio-political relations that have the capacity to change China's position in the world economy. Drawing upon the sociological concept of institutionalization, this paper examines how the Chinese state has integrated ICT diffusion in its formal policies and its informal rules in China's financial development since 1991. Further, it addresses the political and socio-economic consequences of these developments. Based on the analyses of government documents and sources, trade journals, and statistic data from business databases, this paper divides the Chinese institutionalization of financial technologies into three stages and identifies the primary actors and paradigms for ICT diffusions in each stage. ICT diffusion has been constitutive but also disruptive to the existing financial policies, instrumental to the commercialization of state-owned banks, and has gradually transformed into a set of formal and informal rules accepted by a network of professionals, corporations, and government agencies. The institutionalization of ICT diffusion has engendered the continuous adjustment of financial policies and propelled innovations in China's financial economy.     

Different paths to universal access: The impact of policy and regulation on broadband diffusion in the developed and developing worlds

The authors examine the broadband digital divide by analyzing the impact of policy and regulation on broadband Internet diffusion. Their multiple regression analysis shows factors that determine broadband diffusion in technologically developed countries do not necessarily have the same impact in less developed countries. They show that in technologically developed countries, there is greater broadband diffusion in countries that make a higher financial investment in information and communication technologies (ICTs), have effective governing practices at the national level, have higher levels of education, and are more urban. In technologically developing nations, a competitive telecommunications sector and higher investment in ICTs lead to greater broadband diffusion, with investment having an even larger impact in the developing world than in the developed world. In addition, stronger democratic political institutions, higher levels of national income and lower levels of income inequality increase diffusion, but the presence of a national telecommunications regulatory authority has a negative impact. These results suggest that the path to widespread availability and use of broadband requires different strategies depending on a nation's level of technological development.     

Evolution and determinants of digital divide in Brazil (2005–2013)

During the last decades, the widespread growth of information and communication technologies (ICT) has posed incentives to broaden the participation of individuals in social, political and economic dimensions of life. However, utilization of ICT also involves access to technology and infrastructure, and acquisition of skills to deal with innovations and, thus, digital literacy is, primarily, a complementary good. The digital divide expresses inequalities in access and utilization of ICT among individuals and populations in different countries. The study adopts inequalities indexes of Internet access and mobile phone ownership to measure use of ICT goods, accounting for the digital divide in Brazil. The inequality indexes are also split according to main determinants using four nationally representative survey data from 2005 to 2013. Results indicate that the digital divide among individuals is decreasing quite fast among Brazilians over time. However, there is room for policies of mass access to ICT goods based on mobile Internet broadband access. In addition, digital illiteracy, evaluated by lack of education, is one of the main determinants of the digital divide in the country, especially among elderly individuals.     

Mobile service innovation: A European failure

The continuing absence of innovation in Europe’s mobile services industry is identified and characterised here, with such examples as mobile Internet and mobile music. Innovation failure is a critical factor leading to a lack of high-income jobs, network effects, and price reductions for data services. Most mobile service innovations have been made in Japan in ‘clubs of operators’ with their suppliers. Apple USA followed the same model of control with its iPhone. Conversely, a lack of this critical type of competition characterises European operators. Revenues per citizen are in some countries similar to those in Japan, but with handsets with less functions. Europe and all other regions face the challenge of competing with Japanese and US innovators. The lessons to be learned are (1) becoming aware of the situation, (2) allocating spectrum that covers a sufficient population size to allow technological competition, and (3) developing a strong customer orientation.     

Total factor productivity enablers in the ICT industry: A cross-country firm-level analysis

Advancements in productivity in the digital economy constitute an important engine for economic growth. What drives productivity dynamics in the information and communication technology (ICT) sector? This study examines the productivity dynamics of ICT firms across countries from the perspective of corporate balance sheets. We study the effects of intangible assets and leverage on productivity growth using firm-level panel data from five industrialized countries. We find that intangible assets positively affect the total factor productivity in the ICT sector. The positive effect of intangible assets on total factor productivity growth is larger for ICT manufacturing firms than for ICT service firms. We also find that leverage has a positive relationship with total factor productivity development in the ICT sector. In addition, our empirical results substantiated that productivity is catching up to the technological frontier. Furthermore, larger firms and/or younger firms generally show higher total factor productivity growth than their peers. Economies of scale are more prominent in the ICT service sector than in the ICT manufacturing sector. Our findings contribute to the understanding of cross-country productivity dynamics in the ICT sector at the firm level in the digital economy.     

Driving information communication technology for tax revenue mobilization in Sub-Saharan Africa

This study explores whether increasing Information and Technology Communication (ICT) boosts government revenue mobilization for sustainable development in 48 Sub-Saharan African countries from 2004 to 2020. While total tax revenue non-resource as a percentage of GDP and tax revenue as a percentage of GDP are used to proxy for tax revenue mobilization, three ICT measures are used, namely; the telephone penetration rate, the mobile phone penetration rate and internet penetration rate. To perform the analysis, we adopt the Generalized Method of Moments (GMM). The empirical findings are as follows. First, while the calculated net impacts are substantially positive, the corresponding marginal ICT effects utilized for calculating net effects are extremely negative. Second, an extensive study is carried out to determine complementing policy thresholds. These thresholds include: 21.959 (per 100 people) telephone penetration for total income from tax revenue; 16.333 (per 100 people) internet penetration for total income from tax; 21.125 internet penetration (per 100 people) for the income from the tax on non-resource income. This study has policy relevance, and implications as the penetration of the ICT rate can be influenced by policies to mobilize government revenue effectively.