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Africa > Uganda

You are looking at 1 - 10 of 16 items for :

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  • Macroeconomics and Monetary Economics x
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Cover IMF Working Papers
Mobile Money, Perception about Cash, and Financial Inclusion: Learning from Uganda’s Micro-Level Data
Felix F. Simione
and
Tara S Muehlschlegel
Will mobile money render cash less dominant over time in Africa? Can it promote financial inclusion? We shed light on these questions by exploring individual-level and nationally representative survey data for Uganda, a country in a region that pioneered mobile money in the world. We use the Propensity Score Matching method to robustly compare mobile money users and non-users across a range of indicators that capture individuals’ perceptions about cash, and the extent to which they remit, save, and borrow money. We present the first evidence that mobile money users, compared to non-users, are more likely to perceive cash as risky and less likely to prefer carrying large amounts of cash. We also confirm that mobile money users are more likely to receive and send remittances, save, and borrow. They also save and borrow larger amounts.
Keywords:
Developing Country; Innovation; Digital Divide; money usage; selected indicator; Propensity Score Matching method; usage treatment; deposit balance; Mobile banking; Remittances; Financial inclusion; Digital financial services; Consumer credit; Africa; Sub-Saharan Africa
Cover IMF Working Papers
Impact of COVID-19: Nowcasting and Big Data to Track Economic Activity in Sub-Saharan Africa
Brandon Buell
,
Reda Cherif
,
Carissa Chen
,
Jiawen Tang
, and
Nils Wendt
The COVID-19 pandemic underscores the critical need for detailed, timely information on its evolving economic impacts, particularly for Sub-Saharan Africa (SSA) where data availability and lack of generalizable nowcasting methodologies limit efforts for coordinated policy responses. This paper presents a suite of high frequency and granular country-level indicator tools that can be used to nowcast GDP and track changes in economic activity for countries in SSA. We make two main contributions: (1) demonstration of the predictive power of alternative data variables such as Google search trends and mobile payments, and (2) implementation of two types of modelling methodologies, machine learning and parametric factor models, that have flexibility to incorporate mixed-frequency data variables. We present nowcast results for 2019Q4 and 2020Q1 GDP for Kenya, Nigeria, South Africa, Uganda, and Ghana, and argue that our factor model methodology can be generalized to nowcast and forecast GDP for other SSA countries with limited data availability and shorter timeframes.
Keywords:
model prediction; quantile plot; ML model; GDP YoY; data variable; YoY percent change; Factor models; Machine learning; Time series analysis; Spot exchange rates; Mobile banking; Africa; Sub-Saharan Africa
Cover Regional Economic Outlook, April 2020, Sub-Saharan Africa
Regional Economic Outlook, April 2020, Sub-Saharan Africa
COVID-19: An Unprecedented Threat to Development
International Monetary Fund. African Dept.

Abstract

Sub-Saharan Africa is facing an unprecedented health and economic crisis that threatens to throw the region off its stride, reversing the encouraging development progress of recent years. Furthermore, by exacting a heavy human toll, upending livelihoods, and damaging business and government balance sheets, the crisis threatens to retard the region’s growth prospects in the years to come. Previous crises tended to impact affect countries in the region differentially, but no country will be spared this time.

Keywords:
REO; IMF staff calculation; economic activity; Sub-Saharan Africa; price; forest cover increases rainwater infiltration; World Bank enterprise survey; submarine cable; climate change challenge; terms of trade; tech firm; climate change Policy Assessment; sub-Saharan Africa use email; financing adaptation; rainfall anomaly; Natural disasters; Climate change; Infrastructure; Digitalization; Africa; Global; Southern Africa; East Africa
Cover Regional Economic Outlook, April 2020, Sub-Saharan Africa
Regional Economic Outlook, April 2020, Sub-Saharan Africa
International Monetary Fund. African Dept.

Abstract

To come when report is received.

Keywords:
REO; IMF staff calculation; economic activity; Sub-Saharan Africa; price
Cover IMF Research Bulletin
IMF Research Perspectives: Spring-Summer 2019
The Spring-Summer 2019 issue of the IMF Research Perspectives explores how technology deals with old questions. Articles discuss the ways technological progress and the increased availability of data have helped in some areas, while presenting new challenges for analyzing various matters. The issue also includes an interview with Gita Gopinath, the new director of the IMF Research Department.
Keywords:
IRB; economy; heightened economic risk; investor; energy consumption; asset price; work agenda; investor sentiment; dream job; modeling work; Global; Sub-Saharan Africa; Africa; Consumption; Asset prices; Personal income; Robotics; Income; IMF research perspective; measuring sentiment; director of the research DepartmentTechnological change; future of work; impact of Africa
Cover IMF Working Papers
Evaluating the Impact of Non-Financial IMF Programs Using the Synthetic Control Method
Ms. Monique Newiak
and
Tim Willems
We use the Synthetic Control Method to study the effect of IMF advice on economic growth, inflation, and investment. The analysis exploits the existence of IMF programs that do not involve any financing (Policy Support Instruments, “PSIs”). This enables us to focus on the effects of IMF monitoring, advice, and approval (as opposed to direct financial assistance). In addition, countries with non-financial programs are typically not crisis-struck – thereby mitigating the reverse causality problem and facilitating the construction of counterfactuals. Results suggest that treated countries add about 1 percentage point in annual real GDP per capita growth, with inflation being lower by some 3 percentage points per year. While we do not find evidence for an impact on total investment and the resulting capital stock, PSI-treatment does seem to stimulate foreign direct investment.
Keywords:
WP; adverse selection; absolute value; International Monetary Fund; Program-evaluation; Economic growth; Inflation; Investment; IMF operations; IMF loan-participation rate; treatment effect; IMF's executive board; PSI review; traditional IMF program; structural adjustment; causal effect of IMF-program; effectiveness of IMF-program; adoption of an IMF-program; types of IMF-engagement; Stocks; Consumer price indexes; Sub-Saharan Africa
Cover IMF Research Bulletin
IMF Research Bulletin, March 2016
International Monetary Fund. Research Dept.
The IMF Research Bulletin includes listings of recent IMF Working Papers and Staff Discussion Notes. The research summaries in this issue are “Explaining the Recent Slump in Investment” (Mathieu Bussiere, Laurent Ferrara, and Juliana Milovich) and “The Quest for Stability in the Housing Markets” (Hites Ahir). The Q&A column reviews “Seven Questions on Estimating Monetary Transmission Mechanism in Low-Income Countries” (Bin Grace Li, Christopher Adam, and Andrew Berg). Also included in this issue are updates on the IMF’s official journal, the IMF Economic Review, and recommended readings from IMF Publications.
Keywords:
IRB; IMF research bulletin; journal website; economy; research journal; open economy macroeconomics; journal of the International Monetary Fund; small middle-income countries; Housing prices; Macroprudential policy; Private investment; Monetary transmission mechanism; Housing; Global; Sub-Saharan Africa; West Africa; Europe
Cover IMF Working Papers
The Role of Productivity, Transportation Costs, and Barriers to Intersectoral Mobility in Structural Transformation
Cem Karayalcin
and
Mihaela Pintea
The process of economic development is characterized by substantial reallocations of resources across sectors. In this paper, we construct a multi-sector model in which there are barriers to the movement of labor from low-productivity traditional agriculture to modern sectors. With the barrier in place, we show that improvements in productivity in modern sectors (including agriculture) or reductions in transportation costs may lead to a rise in agricultural employment and through terms-oftrade effects may harm subsistence farmers if the traditional subsistence sector is larger than a critical level. This suggests that policy advice based on the earlier literature needs to be revised. Reducing barriers to mobility (through reductions in the cost of skill acquisition and institutional changes) and improving the productivity of subsistence farmers needs to precede policies designed to increase the productivity of modern sectors or decrease transportation costs.
Keywords:
WP; subsistence farming; terms of trade; Structural transformation; Subsistence agriculture; multi-sector models; Economic development; Transportation costs; transportation cost; agriculture sector; productivity improvement; modern agriculture; productivity difference; excess demand; improvement result; Agricultural sector; Productivity; Transportation; Manufacturing; Sub-Saharan Africa
Cover IMF Working Papers
Identifying Constraints to Financial Inclusion and Their Impact on GDP and Inequality: A Structural Framework for Policy
Ms. Era Dabla-Norris
,
Yan Ji
,
Robert M. Townsend
, and
Ms. Filiz D Unsal
We develop a micro-founded general equilibrium model with heterogeneous agents to identify pertinent constraints to financial inclusion. We evaluate quantitatively the policy impacts of relaxing each of these constraints separately, and in combination, on GDP and inequality. We focus on three dimensions of financial inclusion: access (determined by the size of participation costs), depth (determined by the size of collateral constraints resulting from limited commitment), and intermediation efficiency (determined by the size of interest rate spreads and default possibilities due to costly monitoring). We take the model to a firm-level data from the World Bank Enterprise Survey for six countries at varying degrees of economic development—three low-income countries (Uganda, Kenya, Mozambique), and three emerging market countries (Malaysia, the Philippines, and Egypt). The results suggest that alleviating different financial frictions have a differential impact across countries, with country-specific characteristics playing a central role in determining the linkages and tradeoffs between inclusion, GDP, inequality, and the distribution of gains and losses.
Keywords:
WP; participation cost; Gini coefficient; cost of capital; intermediation cost; Financial inclusion; inequality; income distribution; hetergenous agents; optimal contract; credit regime; lending interest rate; Self-employment; Credit; Income inequality; Collateral
Cover IMF Working Papers
Exchange Rate Liberalization in Selected Sub-Saharan African Countries Successes, Failures, and Lessons
Mr. Nils O Maehle
,
Ms. Haimanot Teferra
, and
Mrs. Armine Khachatryan
Many sub-Saharan African (SSA) countries liberalized their economies in the 1980s and early 1990s. This paper reviews the foreign exchange regime reforms in selected SSA, and their associated macroeconomic policies and economic performance during and after these reforms were undertaken. Before liberalization, most of the reviewed countries were characterized by extensive foreign exchange rationing, sizeable black market premiums, and declining per capita real income. Today, the countries that successfully reformed look markedly different. Rationing and parallel market spreads are a distant memory, and per capita income has increased sharply.
Keywords:
WP; exchange rate; U.S. dollar; government; country; headline inflation; proceeds; Exchange rate regimes; reforms; growth; inflation; structural adjustment; managed float; per capita income; inflation rate; exchange rate liberalization; stabilization effort; exchange rate depreciation; U.S. dollar exchange rate; adjustable peg; auction market; overvalued exchange rate; Exchange rates; Exchange rate arrangements; Currency markets; Sub-Saharan Africa