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Africa > Uganda

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Cover FinTech Notes
Tokenization and Financial Market Inefficiencies
Itai Agur
,
German Villegas Bauer
,
Tommaso Mancini-Griffoli
,
Maria Soledad Martinez Peria
, and
Brandon Tan
Most financial assets are digital today. Tomorrow, they may be tokenized. Tokenization implies recording and transferring assets on a widely shared and trusted digital ledger that can be programmed. Interest in tokenization is strong and experiments abound, but what are the consequences of this new trend for financial markets? This note introduces a taxonomy and a conceptual framework centered on market inefficiencies to evaluate this question. Some inefficiencies could decline across the asset life cycle. Others would remain, however, and new ones could emerge. Issuing, servicing, and redeeming assets might involve fewer intermediaries and thus become cheaper. The costs of trading assets may also decrease as tokenization lowers some counterparty risks and search frictions and offers flexibility in settlement. Additionally, greater competition among brokers could lower transaction fees. However, tokenization may amplify shocks if it induces institutions to become more interconnected and hold lower liquidity buffers or higher leverage, potentially jeopardizing financial stability. Programs themselves may introduce new risks related to strings of contingent contracts or faulty code. While competition may grow among financial intermediaries, the provision of market infrastructure could become more concentrated due to network effects.
Keywords:
Tokenization; central banks; asset lifecycle; financial markets; financial asset market friction; B. market infrastructure investment externality; financial market inefficiency; IMF Library; Note 2025/001; D. knowledge externality; Bonds; Smart contracts; Securities markets; Liquidity; Blockchain and DLT; Global
Cover IMF Working Papers
Front Matter
Felix F. Simione
and
Tara S Muehlschlegel
Keywords:
selected indicator; money usage; Mobile banking; Remittances; Financial inclusion; Africa
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 Staff Country Reports
Nigeria: Selected Issues
International Monetary Fund. African Dept.
This Selected Issues paper presents stylized facts about food insecurity in Nigeria, investigates its drivers in a cross-country setting, and assesses the role of policies. The paper describes regional aspects of Nigeria’s food insecurity and compares the impact of coronavirus disease 2019 and the war in Ukraine on food security in Nigeria and other countries. It also provides an overview of agricultural production and consumption in Nigeria. The paper investigates the drivers of food security using an empirical cross-country framework including demand, supply, and price factors, and offers thoughts on policies to improve agricultural yields and production. The important role of inputs is evident in the policy experience of comparator countries. Nigeria has achieved a substantial increase in agricultural production associated with its policies but some have been less successful. Import dependency for key staples has not fallen and the cost of these agricultural products remains driven by international prices. Further, central bank credit to the agricultural sector has not succeeded in increasing production beyond the stimulus of high rainfall and high food prices.
Keywords:
EIU FOOD INSECURITY index; World wheat price inflation; tax revenue mobilization; food supply; fuel subsidy reform; food price inflation; Mobile banking; Financial inclusion; Food security; Excises; Global; Sub-Saharan Africa
Cover IMF Working Papers
Front Matter
Brandon Buell
,
Reda Cherif
,
Carissa Chen
,
Jiawen Tang
, and
Nils Wendt
Keywords:
model prediction; table of table; Kenya GDP; Google search trend; Google trend search term; Factor models; Time series analysis; Machine learning; 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 Finance & Development
Digital Dollars for Online Tea
The Bahamas, Sri Lanka, and Uganda fight the pandemic’s disruption with innovation
Steve Dorst

PHOTO: JEEVANI FERNANDO

Keywords:
FD; F&D; data bias; data economy; big data analytics; Afordable internet access; location data; digital ID; expansionary monetary policy; community currency; government policy; COVID-19; Cyber risk; Migration; Financial inclusion; Global; Africa; Sub-Saharan Africa; Europe; Asia and Pacific; SafeBoda app; Ceylon tea; tea auction; SafeBoda driver; tea industry; Central Bank digital currencies
Cover Finance & Development
Front Matter
International Monetary Fund. Communications Department

FINANCE AND DEVELOPMENT

Keywords:
FD; F&D; data bias; data economy; big data analytics; Afordable internet access; location data; digital ID; expansionary monetary policy; community currency; government policy; COVID-19; Cyber risk; Migration; Financial inclusion; Global; Africa; Sub-Saharan Africa; Europe; Asia and Pacific; public goods; widening inequality; inflation revival; policymaking benchmark; pandemic's disruption; Central Bank digital currencies; Technological innovation
Cover Finance & Development
The Global Cyber Threat
Cyber threats to the financial system are growing, and the global community must cooperate to protect it
Tim Maurer
and
Arthur Nelson

In February 2016, hackers targeted the central bank of Bangladesh and exploited vulnerabilities in SWIFT, the global financial system’s main electronic payment messaging system, trying to steal $1 billion. While most transactions were blocked, $101 million still disappeared. The heist was a wake-up call for the finance world that systemic cyber risks in the financial system had been severely underestimated.

Keywords:
FD; F&D; data bias; data economy; big data analytics; Afordable internet access; location data; digital ID; expansionary monetary policy; community currency; government policy; COVID-19; Cyber risk; Migration; Financial inclusion; Global; Africa; Sub-Saharan Africa; Europe; Asia and Pacific; financial services firm; technology company; world s government; global financial system fuel risk; government actor; Financial sector; Financial sector stability
Cover IMF Working Papers
Drivers of Financial Access: the Role of Macroprudential Policies
Ms. Corinne C Delechat
,
Lama Kiyasseh
,
Ms. Margaux MacDonald
, and
Rui Xu
This study analyzes the drivers of the use of formal vs. informal financial services in emerging and developing countries using the 2017 Global FINDEX data. In particular, we investigate whether individuals’ choice of financial services correlates with macro-financial and macro-structural policies and conditions, in addition to individual and country characteristics. We start our analysis on middle and low-income countries, and then zoom in on sub-Saharan Africa, currently the region that most relies on informal financial services, and which has the largest uptake of mobile banking. We find robust evidence of an association between macroprudential policies and individuals’ choice of financial access after controlling for personal and country-level characteristics. In particular, macroprudential policies aimed at controlling credit supply seem to be associated with greater resort to informal financial services compared with formal, bank-based access. This highlights the importance for central bankers and financial sector regulators to consider the potential spillovers of monetary policy and financial stability measures on financial inclusion.
Keywords:
WP; informal financial services; IMF staff; low income; asset ratio; SSA sample; loan restriction; Financial inclusion; Mobile banking; Macroprudential policy; Macroprudential policy instruments; Sub-Saharan Africa; Global; formal financial services; financial service access; SSA population