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Africa > Uganda

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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 IMF Working Papers
The East African Community: Prospects for Sustained Growth
Ms. Catherine McAuliffe
,
Ms. Sweta Chaman Saxena
, and
Mr. Masafumi Yabara
The East African Community (EAC) has been among the fastest growing regions in sub-Saharan Africa in the past decade or so. Nonetheless, the recent growth path will not be enough to achieve middle-income status and substantial poverty reduction by the end of the decade—the ambition of most countries in the region. This paper builds on methodologies established in the growth literature to identify a group of countries that achieved growth accelerations and sustained growth to use as benchmarks to evaluate the prospects, and potential constraints, for EAC countries to translate their recent growth upturn into sustained high growth. We find that EAC countries compare favorably to the group of sustained growth countries—macroeconomic and government stability, favorable business climate, and strong institutions—but important differences remain. EAC countries have a smaller share of exports, lower degree of financial deepening, lower levels of domestic savings, higher reliance on donor aid, and limited physical infrastructure and human capital. Policy choices to address some of these shortcomings could make a difference in whether the EAC follows the path of sustained growth or follows other countries where growth upturns later fizzled out. 
Keywords:
WP; EAC country; EAC member; growth acceleration; EAC economy; EAC growth; Accelerated growth; sustained growth; benchmarking; East African Community; sub-Saharan Africa; EAC integration; exchange rate; private sector; common market; Exports; Financial sector; Government debt management; Productivity; Real exchange rates; Africa; Global
Cover PER – Perspectives économiques régionales, mai 2006
PER – Perspectives économiques régionales, mai 2006
Afrique subsaharienne
International Monetary Fund. African Dept.

Abstract

Rédigées par la branche Stratégie du Département Afrique du FMI et publiées deux fois l'an en anglais et en français, les « Perspectives économiques régionales : Afrique subsaharienne » analysent les résultats économiques et les perspectives à court terme des 44 pays couverts par le département. Thèmes évoqués dans les éditions précédentes : réactions aux chocs exogènes ; résultats en matière de croissance et politiques porteuses de croissance ; efficacité des arrangements commerciaux régionaux ; implications macroéconomiques de l'expansion de l'aide ; développement du secteur financier ; décentralisation budgétaire. Des données détaillées sur les pays, groupés selon qu'ils sont exportateurs ou importateurs de pétrole et selon leur sous-région, sont présentées dans un appendice et un appendice statistique, et une liste des publications pertinentes du département Afrique est également fournie. ISSN 0258-7440.

Keywords:
REO; FBEADD; Oil-importing country; country; Oil-exporting country; government
Cover Regional Economic Outlook, May 2006, Sub-Saharan Africa
Regional Economic Outlook, May 2006, Sub-Saharan Africa
International Monetary Fund. African Dept.

Abstract

Prepared by the Policy Wing of the IMF African Department, and published twice a year in English and French, Regional Economic Outlook: Sub-Saharan Africa analyzes economic performance and short-term prospects of the 44 countries covered by the Department. Topics examined in recent volumes include responses to exogenous shocks, growth performance and growth-enhancing policies, the effectiveness of regional trade arrangements, macroeconomic implications of scaled-up aid, financial sector development, and fiscal decentralization. Detailed country data, grouped by oil-exporting and -importing countries and by subregion, are provided in an appendix and a statistical appendix, and a list of relevant publications by the African Department is included.

Keywords:
REO; FBEADD; Oil-importing country; country; Oil-exporting country; government; IMF staff projection; WEO database; IMF staff calculation; broad money; import content; Exchange rate arrangements; Oil prices; Conventional peg; Floating exchange rates; Africa; Sub-Saharan Africa; Southern Africa; East Africa; government institution; Swaziland government; service outcome; government ownership; price surge; Financial sector; Fiscal federalism
Cover Quasi-Fiscal Operations of Public Financial Institutions
Quasi-Fiscal Operations of Public Financial Institutions
Mr. George A Mackenzie
and
Mr. Peter Stella

Abstract

Central banks and other public financial institutions act as agents of fiscal policy in many countries. Their "quasi-fiscal" operations and activities can affect the overall public sector balance without affecting the budget deficit as conventionally measured, may also have important allocative effects, and increase the effective size of the public sector. This paper analyzes the macroeconomic and financial effects of such quasi-fiscal activities, as well as the taxes, subsidies, and other expenditures that such activities introduce outside the budget. Measurement and accounting issues are addressed, and policy recommendations are offered.

Keywords:
OP; QFAs; market; PFIs; central bank; central bank loss; central bank lending; income statement; central bank rescue operations; QFAs of central banks; exchange guarantee; Quasi-fiscal operations; Commercial banks; Loans; Credit; Exchange rates; Eastern Europe; Central Africa; West Africa; Caribbean; net loss; Public sector; Deposit insurance
Cover Africa and the International Monetary Fund
Africa and the International Monetary Fund
Papers Presented at a Symposium Held in Nairobi, Kenya, May 13-15, 1985

Abstract

Edited by G.K. Helleiner, this volume contains the proceedings of a symposium jointly sponsored by the Association of African Central Banks and the IMF that was held in Nairobi, Kenya, in May 1985.

Keywords:
BOOK; fund staff; African country; structural adjustment; fund official; fund program; world prosperity; Exports; Imports; Loans; Africa; Sub-Saharan Africa; Asia and Pacific; West Africa; North Africa; Caribbean; South America