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International Monetary Fund. African Dept.
This Selected Issues Paper analyzes potential macro-financial risks from cross-sectoral exposures in Uganda by leveraging on the Balance Sheet Approach framework. It presents evidence on the macro-financial linkages in Uganda using the Network Map and Financial Input-Output approaches. On the one hand, the Network Map analysis shows the cross-sectoral exposures in which potential build-up of macro-financial vulnerabilities may arise. On the other hand, the Financial Input-Output tool simulates relevant scenarios in the context of Ugandan economy such as currency depreciation and increases in government interest payments on debt held by banks. The purpose of the scenario exercises is to strengthen the monitoring of the developments in key economic sectors in Uganda. While the banking sector, which dominates the Ugandan financial system, remains fundamentally sound, there are pockets of vulnerabilities resulting from the growing sovereign-bank nexus and cross-border exposures of the Near Field Communication technology sector which require close vigilance.
Zixuan Huang
,
Amina Lahreche
,
Mika Saito
, and
Ursula Wiriadinata

E-money development has important yet theoretically ambiguous consequences for monetary policy transmission, because nonbank deposit-taking e-money issuers (EMIs) (e.g., mobile network operators) can either complement or substitute banks. Case studies of e-money regulations point to complementarity of EMIs with banks, implying that the development of e-money could deepen financial intermediation and strengthen monetary policy transmission. The issue is further explored with panel data, on both monthly (covering 21 countries) and annual (covering 47 countries) frequencies, over 2001 to 2019. We use a two-way fixed effect estimator to estimate the causal effects of e-money development on monetary policy transmission. We find that e-money development has accompanied stronger monetary policy transmission (measured by the responsiveness of interest rates to the policy rate), growth in bank deposits and credit, and efficiency gains in financial intermediation (measured by the lending-to-deposit rate spread). Evidence is more pronounced in countries where e-money development takes off in a context of limited financial inclusion. This paper highlights the potential benefits of e-money development in strengthening monetary policy transmission, especially in countries with limited financial inclusion.

International Monetary Fund. African Dept.
This Selected Issues paper examines tax policy and administrative changes in Eastern African Community (EAC) countries with a view to benchmark Kenya’s experience and draw lessons for future tax reforms. Using granular data from a new IMF database on tax measures announced during 1988–2022, it concludes that EAC policymakers frequently changed their tax system and administrations by announcing tax packages that typically consisted of measures to narrow the tax base and strengthen tax administrative practices. Kenya appeared to be one of the EAC countries that most frequently announced and introduced such changes, which might have played a significant role in explaining the reduction in the tax-to-gross domestic product ratio experienced by the country since 2014. The conclusions of this note are subject to caveats, as the frequency of tax measures is not an indicator of the actual revenue impact of such measures. Looking at the frequency of changes, however, can help identify reform episodes providing a sense of their duration and comprehensiveness.
Felix F. Simione
and
Tara S Muehlschlegel
Omer Faruk Akbal
,
Mr. Seung M Choi
,
Mr. Futoshi Narita
, and
Jiaxiong Yao
Quarterly GDP statistics facilitate timely economic assessment, but the availability of such data are limited for more than 60 developing economies, including about 20 countries in sub-Saharan Africa as well as more than two-thirds of fragile and conflict-affected states. To address this limited data availablity, this paper proposes a panel approach that utilizes a statistical relationship estimated from countries where data are available, to estimate quarterly GDP statistics for countries that do not publish such statistics by leveraging the indicators readily available for many countries. This framework demonstrates potential, especially when applied for similar country groups, and could provide valuable real-time insights into economic conditions supported by empirical evidence.
Maria Borga
,
Achille Pegoue
,
Mr. Gregory M Legoff
,
Alberto Sanchez Rodelgo
,
Dmitrii Entaltsev
, and
Kenneth Egesa
Maria Borga
,
Achille Pegoue
,
Mr. Gregory M Legoff
,
Alberto Sanchez Rodelgo
,
Dmitrii Entaltsev
, and
Kenneth Egesa

This paper presents estimates of the carbon emissions of FDI from capital formation funded by FDI and the production of foreign-controlled firms. The carbon intensity of capital formation financed by FDI has trended down, driven by reductions in the carbon intensity of electricity generation. Carbon emissions from the operations of foreign-controlled firms are greater than those from their capital formation. High emission intensities were accompanied by high export intensities in mining, transport, and manufacturing. Home country policies to incentivize firms to meet strict emissions standards in both their domestic and foreign operations could be important to reducing emissions globally.

International Monetary Fund. African Dept.

The authorities have reacted to the COVID-19 crisis in an appropriate manner, including through increased spending on health and a rollout of the vaccination program. Nevertheless, the deterioration of socio-economic indicators during the pandemic could create scars that would significantly lower growth if left unaddressed.