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This paper analyzes the drivers of digital technologies adoption and how it affects the productivity of small scale businesses in Africa. We use data collected from two semi-rural markets in Benin, where grains and legumes are key staple foods and one-third of the population has internet access. We develop a structural model to rationalize digital technologies adoption—defined as the use of mobile broadband internet connection through smartphones—as well as usage patterns and outcomes observed in the data. The model’s implications are empirically tested using both reduced-form and structural maximum likelihood estimations. We find that younger, wealthier, more educated grains and legumes suppliers and those closely surrounded by other users are more likely to adopt digital technologies. Adopters perform 4-5 more business transactions each month than non-adopters on average, suggesting that digital technologies adoption could raise the monthly frequency and amounts of trades by up to 50%. Most adopters are women, but their productivity gains are lower than their male counterparts. Counterfactual policy simulations with the estimated model suggest that upgrading the broadband internet quality yields the largest improvement in adoption rate and productivity gains, while reducing its cost for a given connection quality only has a moderate effect. Improving access to credit only increases the adoption rate of constrained suppliers.
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This paper tests whether Japan's key macro policy multipliers have declined since 2013, the year that Japan introduced Qualitative and Quantitative Easing. We use the augmented Blanchard-Perotti structural VAR model introduced in Ouliaris and Rochon (2021) to study the dynamic effects of shocks in the central bank’s asset holdings, interest rates, and debt levels relative to GDP on economic activity in Japan. We find that both the expenditure and tax multipliers of Japan have fallen, implying that the effectiveness of fiscal policy in Japan declined following the change in monetary policy. Moreover, we find that the efficacy of quantitative easing is small, implying the need for huge interventions to have a significant effect on real GDP, and that the effectiveness of quantitative easing has declined since 2013. We argue that the reduction in policy multipliers can be attributed to the upward trend in the government debt level relative to GDP which, despite historically low interest rates, has increased Japan’s structural deficit, and the likelihood of reduced expenditures and higher taxes going forward.
Banking --- Banks and Banking --- Budget --- Budgeting & financial management --- Budgeting --- Central bank balance sheet --- Central Banks and Their Policies --- Central banks --- Comparative or Joint Analysis of Fiscal and Monetary Policy --- Currency crises --- Debt Management --- Debt --- Debts, Public --- Econometrics --- Economic & financial crises & disasters --- Economics of specific sectors --- Economics --- Economics: General --- Expenditure --- Expenditures, Public --- Finance --- Financial services --- Fiscal Policy --- Informal sector --- Interest rates --- Interest Rates: Determination, Term Structure, and Effects --- Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook: General --- Macroeconomics --- Model Construction and Estimation --- Monetary economics --- Money and Monetary Policy --- National Government Expenditures and Related Policies: General --- Public debt --- Public finance & taxation --- Public Finance --- Public financial management (PFM) --- Real interest rates --- Sovereign Debt --- Stabilization --- Tax expenditures --- Taxation, Subsidies, and Revenues: Other Sources of Revenue --- Treasury Policy
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