This study examines the relationship between information and communication technology (ICT), infrastructure, and tourism development in Africa between 1996 and 2016 using a dynamic panel gravity model. Our findings show that ICT and infrastructure have a positive, statistically significant relationship with tourism development; as ICT and infrastructure increase, the level of tourist arrivals also increases. This study also identifies relevant factors including bilateral real exchange rate and gross domestic product per capita of the origin countries, suggesting a major role for the variables measured in the region of origin and for those that serve as a comparison between origin and destination. The effect of distance is statistically significant and negative: countries farthest from the origin countries generate less tourism demand, given the higher transportation costs. Repeat tourism (or habit persistence) and natural resources show a significant and positive effect on tourism development. Overall, the empirical results provide evidence that ICT and infrastructural development have opened huge opportunities for growing and strengthening tourism in Africa.
Purpose
The increased adoption of internet-enabled phones in Africa has caused much speculation and optimism concerning its effects on financial inclusion. Policymakers, the media and various studies have all flaunted the potentials of internet and mobile phones for financial inclusion. An important question therefore is “Can the internet and mobile phones spur the inclusion of the financially excluded poor? This study therefore aims to examine the relationship and causality between internet, mobile phones and financial inclusion in Africa for the 2000-2016 period.
Design/methodology/approach
The empirical analysis followed these three steps: examination of the stationarity of the variables; testing for the cointegration; and evaluation of the effects of the internet and mobile phones on financial inclusion in Africa for the 2000-2016 period using three outcomes of panel FMOLS approach and Granger causality tests.
Findings
The empirical evidence shows that internet and mobile phones have significant positive relationship with financial inclusion, meaning that rising levels of internet and mobile phones are associated with increased financial inclusion. There is also uni-directional causality from internet and mobile phones to financial inclusion, implying that internet and mobile phones cause financial inclusion. The study also shows that macroeconomic factors such as capital formation, primary enrollment, bank credit, broad money, population growth, remittances, agriculture and interest rate, as well as institutional factors such as regulatory quality are important underlying factors for financial inclusion in Africa.
Originality/value
In the literature, there is a dearth of research on the internet, mobile phones and financial inclusion, especially in Africa. Most of the related studies are conceptual and micro-based, with little empirical attention to the relationship and causality between internet, mobile phones and financial inclusion. In fact, this dearth of rigorous empirical studies has been attributed as the main cause of inadequate policy guidance in enhancing information communication technologies (Roycroft and Anantho, 2003), despite saturation levels in developed economies. This study fills the gap by evaluating the effects of the Internet and mobile phones on financial inclusion for 44 African countries for the 2000-2016 period.
Despite Africa's potential for tourism, the continent's tourism endowments are still largely underdeveloped and underutilized. The identification and enquiry into the drivers of international tourism demand in Africa is, therefore, key to any effort to understand and explain changes in tourism demand in Africa. This study, therefore, uses Poisson regression model to determine the key drivers of international tourism demand in 44 African countries, employing annual data over the period 1995-2015. The outcomes of the Poisson regression show that taste formation, real exchange rate, infrastructure, political stability and absence of violence, per capita income, FDI, and trade openness are significant drivers of international tourism into Africa. However, travel costs and domestic prices are not significant drivers of the decision to travel to Africa.
This study provides empirical evidence on the effects of economic and financial development on financial inclusion in Africa, using panel FMOLS for the 2005-2014 period. The study shows that economic growth has a significant positive impact on financial inclusion, meaning that African countries with higher economic growth have more inclusive financial systems. GDP per capita has a significant positive impact on financial inclusion. That is, income is an important factor in explaining the level of financial inclusion in Africa. It is, as well, established in this study, that although both economic and financial development promote financial inclusion, though the effects of economic development are much stronger. Also, inflation is negatively linked to financial inclusion, and as well insignificant across all specifications. Deposit interest rate is positively linked to financial inclusion, though insignificant. The low deposit interest rates in African countries do not encourage inclusive financial systems. Population, though positive, is insignificant. Internet has positive significant impact on financial inclusion, meaning that internet access is indispensable in a fast-moving and digital African economy. Literacy is also statistically significant, meaning that adult literacy is an important factor in explaining the level of financial inclusion in Africa. As well, Islamic banking presence and activity are associated with higher financial inclusion.
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