Convergence and determinants of ICT development in case of emerging market economies

This paper aims to examine the convergence of ICT development in the case of 27 emerging market economies (EMEs) using annual data from 2000 to 2018. First, by employing Phillips-Sul (PS) panel convergence test, the results not only support the evidence of convergence in ICT development but also find convergence in the composition of ICT development known as ICT access and ICT use. Second, the study identifies factors such as per capita income, human capital, and FDI which significantly affect ICT development. Third, results based on stochastic conditional convergence reveal that EMEs countries are not only converging among themselves but also ‘catch-up’ to the OECD countries.     

Intangible capital,ICT and sector growth in China

This paper explores how intangible capital affects the growth of ICT-intensive sectors in China by examining 29 sectors in 30 regions for the years 2003–2015. It is shown that the value added in ICT-intensive sectors in China will grow faster in regions with faster development of intangible capital. This effect is robust to alternative measures of intangible capital and ICT intensity indicators, and even if other region-level determinants of sector growth such as human capital, non-ICT physical capital and financial market development are taken into consideration. The findings imply that Chinese policy makers should aim for not only more ICT investment but also the development of intangible capital.     

Small is big in ICT: The impact of R&D on productivity

We examine the contribution of R&D to firm productivity in a large panel of European firms and study its variation with the age, size, and sub-sector of firms. We find that R&D capital in ICT firms has a larger effect on revenue when compared to non-ICT firms. At the firm level, our results suggest that, surprisingly, smaller and older ICT firms benefit the most from R&D. Small but mature ICT firms are likely to dominate market niches, and small size may enable them to be flexible and adaptable which helps them respond to technological opportunities to develop innovative products and services. This has important implications for public policy based upon firm age.     

The impact of regional ICT development on job quality of the employee in China

The paper matches the province-level ICT development with the micro-level data of the China Family Panel Studies (CFPS), uses multiple indicators to measure ICT development and job quality, and investigates the impact of regional ICT development on job quality of the employee. The research conclusions are as follows: First of all, ICT development has a significant positive impact on job quality of the employee. After a series of robustness tests and dealing with endogeneity issues, the research conclusion continues to be valid. Second, when the job quality of the employee is poor, the promotion of ICT development is relatively strong. Third, ICT development has an indirect impact on job quality through the Internet awareness. Finally, ICT development has a relatively strong role in promoting job quality of women, older, non-agricultural, and medium-skill employees. From the policy perspective, in order to improve the job quality of the employee, we suggest promoting ICT development, narrowing the digital gap, increasing investment in education, and taking into account the different characteristics of employees.     

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.     

Learning to labour: an evaluation of internships and employability in the ICT sector

The employability of graduates is often reduced to lists of de‐contextualised skills that graduates may or may not have and which may or may not translate to prized graduate positions. Recently, internships have become the way in which graduates acquire and demonstrate work‐readiness to potential employers. This article examines a particular type of internship in the ICT sector, namely placements incorporated in degree education. The findings suggest that while internships can enhance employability and indeed be a mechanism for accessing permanent jobs, more often, instead of ‘learning to labour’, interns are expected to be productive workers. A mini labour market operates at the undergraduate level that advantages those already possessed of the required soft skills. The emphasis on soft skills signals a shift in the nature of ICT work with attendant implications for education of workers in this sector, revealed by anchoring employability to particular labour process(es).     

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.     

Internet access and its role on educational inequality during the COVID-19 pandemic

This study investigates the determinants of Internet access and its effect on educational inequality in OECD countries during the period of the Covid-19 pandemic. The spatial panel data model is used to include the neighborhood in the model relating to educational inequality. The findings from the study reveal that despite the increase in Internet access during the Covid-19 period, the response to the pandemic has caused education inequalities. Furthermore, economic development indicators are effective in increasing Internet access and reducing educational inequality. Finally, the study shows that, as improvements in income levels can increase Internet access, which results in a reduction in educational inequality.     

Competition reform and household welfare: A microsimulation analysis of the telecommunication sector in Ethiopia

This paper presents a novel simulation method for estimating the likely welfare effects of policy reforms aimed at increasing competition in strategic economic sectors such as mobile phone services. The proposed method relies on a partial equilibrium simulation approach and estimates the welfare impacts on current consumers and the potential welfare effects among new consumers brought into the market by changes in prices due to competition. This approach is applied to the information and communication technology (ICT) sector in Ethiopia, one of the three countries in the world with a monopoly in the market for mobile phone services. Based on household budget survey data for 2015/16 and departing from a baseline reform scenario that dilutes the market share of the state-owned monopoly to 45 percent, the simulation model estimates a 25.3 percent reduction in the price of mobile services and an increase in 5.7 million new users of mobile services. The predicted drop in prices and increased users would generate a combined relative welfare gain of 1.18 percent (1.09 percent among current users and 0.09 percent among new users), that could be translated into a 0.31 percentage point decline in the national poverty rate and equivalent to lifting about 275,000 people out of poverty. Alternative reform scenarios that dilute the market share of the monopoly to 75 percent and to 30 percent are expected to reduce poverty rate in 0.13 and 0.52 percentage points, respectively. The method proposed in this study represents a useful tool for promoting competition reforms in developing countries, particularly in sectors known for excluding significant segments of the population because of high consumer prices.     

Social media and happiness nexus in the millennial generation

The current paper empirically examines the relationship between social media and happiness. Unlike existing works, we study this nexus from a global perspective using a cross-sectional model consisting of 140 countries on data from 2012 to 2017. Assuming that this effect may differ according to the average level of perception of happiness in each country, we use the quantile regression framework to yield more accurate inferences. The findings show that social media measured by Facebook penetration has a positive and significant relationship with happiness, and this positive nexus differs in terms of amplitude and significance throughout the conditional distribution of the happiness index. However, analysis in different samples reveal that this positive nexus is not universal and differs with the level of economic development of the countries and from one region to another. We put forward mental illness approximated by anxiety as the main transmission channel.     

ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period

This paper examines the hypothesis that ICT penetration has positive effects on economic growth. On theoretical grounds, this paper discusses three channels through which ICT penetration can affect growth: (i) fostering technology diffusion and innovation; (ii) enhancing the quality of decision-making by firms and households; and (iii) increasing demand and reducing production costs, which together raises the output level. This paper conducts three empirical exercises to provide a comprehensive documentation of the role of ICT as a source of growth in the 1996-2005 period. The first exercise shows that growth in 1996-2005 improved relative to the previous two decades and experienced a very significant structural change. The second exercise uses the traditional cross-country regression method to identify a strong association between ICT penetration and growth during 1996-2005, controlling for other potential growth drivers and country-fixed effects. The third exercise uses the system Generalized Method of Moment (GMM) for dynamic panel data analysis to tease out the causal link between ICT penetration and growth. This analysis also shows that, for the average country, the marginal effect of the penetration of internet users was larger than that of mobile phones, which in turn is larger than that of personal computers. The marginal effect of ICT penetration, however, lessens as the penetration increases. This paper points out several policy implications drawn from its analyses and findings.     

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.     

Exploring the potential of wireless technologies to accelerate universal Internet access in Ghana

Ghana was one of the first countries in sub-Saharan Africa to be connected to the Internet, yet has very low Internet usage (5.3 users per 100 inhabitants). A qualitative study including in-depth interviews with ISPs explored Internet diffusion in Ghana. Findings suggest that due to Ghana's inefficient and outdated fixed-line infrastructure, universal Internet access goals might not be achievable through fixed-line technologies. Rather, wireless technologies may be more efficient. However, high access costs continue to be a barrier. Policy options to encourage widespread deployment of wireless broadband and cost reduction are presented as suggestions for further research. These include using universal service funds to expand the national backbone with an open access high capacity wireless backbone to reach unserved and underserved areas, reducing license and regulatory fees for the wireless industry to encourage coverage and capacity expansion, and mandatory infrastructure sharing to reduce cost.     

Analysis of the socio-economic determinants of mobile money adoption and use in Cameroon

This study analyses the adoption and use of mobile money (MM) services based on data collected on 1000 households from the Global Findex Survey conducted in 2017 in Cameroon, by the World Bank. More specifically, this study attempts to first profile MM adopters, and then identify the explanatory factors of the different uses of these services. A Probit model is used to highlight the explanatory factors of MM adoption combined with multivariate regressions to identify the determinants of MM service use. Then, estimates of three independent Probits, under the assumption of non-simultaneity of the different uses of MM services are done to test the reliability and robustness of the results. The results reveal that socio-economic factors such as age, level of education, the standard of living and mobile phone ownership differentially affect both the adoption and use of MM services in Cameroon.     

Subsistence production,markets, and dietary diversity in the Kenyan small farm sector

Undernutrition and low dietary quality remain widespread problems in poor population segments, especially among smallholder farmers in sub-Saharan Africa. Hence, the question how smallholder systems can be made more nutrition-sensitive is of particular relevance for research and policy. Recent studies analyzed whether increasing farm production diversity may help to improve nutrition. Most existing studies found a positive but small effect on dietary diversity on average. The underlying mechanisms were not examined in detail. This article tests the hypothesis that the effect of farm diversity on nutrition is small because production diversity is positively associated with dietary diversity obtained from subsistence production but negatively associated with dietary diversity obtained from the market. This hypothesis is confirmed with data from Kenya, using different indicators of production diversity and dietary diversity scores at household and individual levels. The results underline the important role of markets for smallholder diets and nutrition. Hence, strengthening markets and improving market access should be a key strategy to make smallholder systems more nutrition-sensitive.     

ICT technologies in Europe: A study of technological diffusion and economic growth under network theory

The sector of Information and Communication Technologies (ICT) is one of the key instruments for the development of an economy. The literature emphasizes its capacity for both increasing productivity and generating new sources of income and wealth (5 and 20 among others). Traditionally studies on the ICT sector have focused on the analysis of its economic impact, but not on its capacity as a “bridge” for information and knowledge flows across the economic network. Following Burt's approach (1992) on structural holes, the organization of the economic network defines where and for whom new opportunities lie. The structural hole methodology allows to analyze the capacity of the ICT sector as an enabler of technological diffusion and innovation. The results show that the European ICT sector not only is important for its intermediary role in the flow of information across the economic network, but also for its low level of dependency on other sectors.     

Determinants of mobile broadband use in developing economies: Evidence from Sub-Saharan Africa

Broadband is seen as a vector of economic growth and social development. In the developing world, mobile technologies are widely adopted and mobile broadband is progressively rolled-out with high expectations on its impact on the countries’ development. We highlight what the determinants of mobile broadband use are in four Sub-Saharan countries. Using micro-level data coming from household surveys over 5 years, from 2013 to 2017, we show that SIM card ownership and being part of an online social community has a strong positive impact on mobile broadband use. We also highlight a positive correlation between digital inclusion and financial inclusion as mobile money users and bank account users are found to be more inclined to use mobile broadband. However, beyond apparent similarities, mobile broadband is used in different ways according to countries specificities. For instance, among the non-mobile owners in Nigeria, the unemployed are the most likely to use mobile broadband, most probably for job search practices, while it is rather used by students for information gathering in other countries. Finally we show that those excluded from mobile broadband use are the eldest, those with the lowest level of education, and women.     

Exploring the structural effects of the ICT sector in the Greek economy: A quantitative approach based on input-output and network analysis

The aim of this paper is to present a quantification approach for the calculation of the ICT sector's structural effects in the economy, focusing on the case of Greece. We construct a composite sector using a hypothetical extraction methodology based on the most recent Greek input-output table and structural business statistics at the national level. Our framework builds on the formal definition of the ICT sector provided by OECD and includes two distinct sub-components, ICT manufacturing and ICT services. In the second stage of this study, we explore the production linkages among ICT services, ICT manufacturing and the rest of the Greek industries using input-output-based and network analysis-based metrics that build on the intermediate transactions of an expanded input-output table of the Greek economy that includes the two sectors. Our empirical findings suggest that the total ICT sector has a major contribution to the Greek economy in terms of GDP and employment, but this is driven mainly by the ICT services component. We further identify that ICT services are more integrated in the Greek production network compared to ICT manufacturing, but their production linkages are underperforming in terms of meaningful contribution to the activity of the rest of the sectors. These results reflect the low integration of digital technologies and can be further embedded in a discussion on the ICT deficiencies of the Greek economy and the need for targeted regulatory and financial interventions.