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Social Science > Demography

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Cover IMF Working Papers
Understanding Agricultural Output in Mozambique: Using remote sensing to initiate a discussion on development
Kelsee Bratley
and
Alexis Meyer-Cirkel
This paper presents a comprehensive analysis of the agricultural land coverage in Mozambique by harnessing advanced remote sensing technologies and draws on successful agricultural development examples to propose strategic pathways for Mozambique. The study leverages Sentinel-2 satellite imagery coupled with a machine learning algorithm to accurately map and assess the country's agricultural land, revealing that agriculture accounts for only 12 percent of Mozambique's land area. By examining the agricultural transformation or “green revolution” that some countries have experienced, it is possible to distill regularities and necessary conditions, which can then be compared to the state-of-affairs in Mozambique. This study not only offers a model of how emerging technologies like remote sensing can inform agricultural state of affairs, it also provides important insights into which concrete bottlenecks are likely to be holding back Mozambique’s agricultural development.
Keywords:
Mozambique; agricultural development; remote sensing; greenrevolution; poverty alleviation; remote sensing technology; satellite imagery; accuracy assessment; agricultural land usage; area estimation; Agricultural sector; Agricultural commodities; Agricultural production; Food security; Global
Cover High-Level Summary Technical Assistance Reports
Sierra Leone: Climate Policy Diagnostic
Christine J. Richmond
,
Katja Funke
,
Henk Jan Reinders
,
Sunalika Singh
, and
Karlygash Zhunussova
Sierra Leone faces important development challenges. This includes dealing with the impacts of climate change such as rising temperatures, more frequent extreme hot days, and increasingly erratic rainfall patterns, with intensified single-day precipitation events. This is especially important given the country’s strong dependence on agriculture and hydropower. Climate change also requires improved Disaster Risk Management (DRM) and more forward-looking risk assessments. On the mitigation side, competing development needs have led to rapid urbanization and deforestation requiring a more integrated approach to land policy, planning, and forest protection. The country also needs substantial investments in its electricity, water, and waste sectors but private investment is lacking. The mission reviewed the current fiscal policies supporting climate action and provided recommendations to support the long-term climate resilience in Sierra Leone, while aligning with its overall development objectives.
Keywords:
climate policy diagnostic; climate mitigation; climate change management; land management reform; mitigation side; Climate policy; Climate change; Water resources; Natural disasters
Cover IMF Staff Country Reports
Benin: Selected Issues
International Monetary Fund. African Dept.
This Selected Issues paper presents stylized facts on Benin’s ongoing economic transformation, and analyzes the country’s new eco-system. A recent IMF paper explores conditions under which the country’s industrial policy could meet its intended goals while avoiding unintended economic distortions down the road. While economic diversification is found to be associated with higher economic growth, evidence on the causal impact of industrial policies is hard to establish. While empirical evidence suggests that Benin’s reliance on traditional sectors, notably the Port of Cotonou, is moderating, economic diversification remains limited. The government embarked on industrial policy with the transformation of local commodities as main engine, including via the launching of a Special Economic Zone (SEZ) in 2020. It is recommending that the authorities should pursue efforts to ensure transparency in the selection of SEZ-related incentives. Intra-regional trade integration holds significant potential for Benin and could support economic diversification. Ongoing post-electoral policy shifts in Nigeria and formalization underway of economic ties between both nations, if permanent, would curb rent-seeking in Benin.
Keywords:
demographics dividend; B. addressing Internet accessibility; infrastructure investment; Beninese government; completion rate; Digitalization; Exports; Global; Sub-Saharan Africa; West Africa
Cover Technical Assistance Reports
Sierra Leone: Technical Assistance Report-Climate Policy Diagnostic
International Monetary Fund. Fiscal Affairs Dept.
Sierra Leone faces important development challenges. This includes dealing with the impacts of climate change such as rising temperatures, more frequent extreme hot days, and increasingly erratic rainfall patterns, with intensified single-day precipitation events. This is especially important given the country’s strong dependence on agriculture and hydropower. Climate change also requires improved Disaster Risk Management (DRM) and more forward-looking risk assessments. On the mitigation side, competing development needs have led to rapid urbanization and deforestation requiring a more integrated approach to land policy, planning, and forest protection. The country also needs substantial investments in its electricity, water, and waste sectors but private investment is lacking. The mission reviewed the current fiscal policies supporting climate action and provided recommendations to support the long-term climate resilience in Sierra Leone, while aligning with its overall development objectives.
Keywords:
Climate policy; fiscal policy; climate adaptation; climate mitigation; Sierra Leone.; Sierra Leone roads authority; IMF resident Representative; climate policy diagnostic; policy consideration; Sierra Leone civil aviation authority; local government; land management; land tenure; Climate change; Natural disasters; Water resources; Global; Sub-Saharan Africa
Cover Technical Assistance Reports
Uganda: Technical Assistance Report-The Cost of Meeting the Sustainable Development Goals in Human Capital and Infrastructure Development
International Monetary Fund. Fiscal Affairs Dept.
The mission estimates that making substantial progress in critical SDG sectors in Uganda would require additional annual spending of about 18.4 percent of gross domestic product (GDP) by 2030. Relative to low-income developing countries (LIDCs), additional spending in Uganda is higher in the social sectors and lower in the infrastructure sectors (Figure). Overall, Uganda’s additional spending is above the median LIDC and similar to the median Sub-Saharan African (SSA) country. (This analysis is an assessment of the spending to achieve a high performance in selected SDGs in Uganda and does not include an examination of options to finance the spending needs.) • Health—expanding the supply of medical staff. Total health care spending is low (4.2 percent of GDP) relative to peers, and there is substantial room to increase the efficiency of spending: health outcomes are below those of several other countries with similar spending. Overall, we estimate that total health care spending would have to gradually increase by an additional 7.4 percent of GDP in 2030 relative to today’s spending, to deliver superior health care outcomes. A major contributor to the additional cost is the need to substantially increase the supply of doctors—more than 16-fold—and to nearly triple the number of other health personnel. • Education—strengthening both quality and quantity of services. Uganda’s young population—60 percent are school-aged, a higher share than in the East African Community (EAC) and LIDC peers—combined with a relatively low enrollment rate, means that the country needs to invest in getting its children into schools. However, just as important is improving the currently low level of educational quality. Toward this goal, class sizes need to fall by hiring more teachers, thus bringing the student-teacher ratio down from 28 to 19. Public spending, currently well below LIDC and EAC averages, would need to triple as a share of GDP to help deliver on these goals. We estimate that Uganda’s total expenditures on education would need to increase by an additional 6.7 percent of GDP from its current level of 7.1 percent of GDP. • Water and sanitation—aiming at safely managed water and sanitation for all. Uganda is below regional and income-group peers in water and sanitation standards. In particular, while there has been progress in water provision, sanitation services have hardly improved in the past two decades, and its provision is lower than most countries in the subregion. Closing the water and sanitation gaps will require an additional annual spending of 1.1 percent of GDP, including maintenance costs to counteract depreciation. The bulk of the cost burden comes from safely managed water in rural areas, given the relatively high unit cost of such facilities and the large rural population unserved by this type of facility. • Electricity—investing in transmission and distribution networks to increase access. The vast majority of Uganda’s electricity is generated by renewable energy (hydropower). Overall electricity consumption per capita, at 83kilowatt-hour (kWh), strongly lags LIDCs and is below what would be expected given its level of GDP per capita. Transmission and distribution networks need to catch up with installed capacity, which, at 1,347 megawatts (MW), is far ahead of peak demand at 793 MW. We estimate that expanding current access, serving the future population through 2030, and increasing consumption in line with economic growth, will require annual investments reaching 0.4 percent of GDP in 2030. • Roads—gradually increasing rural access. Raising access to roads from its current level of 53 percent of the rural population to 75 percent by 2030 will require about 20.4 thousand additional kilometers of all-weather roads. While rural road access is higher than LIDCs, road quality lags subregional peers, thus the expansion of access will also need to include upgrading of roads in that are in poor condition. We estimate that this will require annual investments of 2.8 percent of GDP in 2030.
Keywords:
Uganda; Sustainable Development Goals; Social Spending; Infrastructure Spending.; EU-International Monetary Fund; IMF resident Representative; IMF team; FAD department; SDG index; Sustainable Development Goals (SDG); Global; Sub-Saharan Africa
Cover IMF Staff Country Reports
Sierra Leone: Poverty Reduction and Growth Strategy
International Monetary Fund. African Dept.
This paper highlights Sierra Leone’s Poverty Reduction and Growth Strategy. The Government of Sierra Leone (GoSL) has launched a new Medium-Term National Development Plan (MTNDP). Crucial lessons have been learned in the implementation of the previous plan 2019-2023 that are important for the current acceleration and transformative plan to deliver a resilient and robust economy for Sierra Leone by 2030. Accordingly, five national goals for 2030 have been identified to accelerate efforts toward achieving the country’s vision of becoming an inclusive and green middle-income country by 2039. One of the goals is to create 500,000 jobs for the youth (with at least a 30% representation of women), including skilled and unskilled, long term, as well as seasonal jobs across all sectors by 2030 (directly related to Big 5.3). While the agriculture industry experienced modest growth, its reliance on the domestic market has impeded the ability to expand agricultural exports.
Keywords:
government ministry; Medium-Term National Development Plan; government of Sierra Leone; Sierra Leone economy; Development secretary Mr. Peter Sam-Kpakra; Public sector; Global; Africa; West Africa; Sub-Saharan Africa
Cover IMF Working Papers
Satellite-Based Census of Residential Buildings: Application for Climate Risk Assessment
Andinet Woldemichael
and
Iyke Maduako
Housing represents the largest asset and liability, in the form of mortgages, on most national balance sheet. For most households it is their largest investment, and when mortgages are required also represents the largest component of household debt. It is also directly tied to financial markets, both the mortgage market and insurance sector. Although many countries have a rich set of housing censuses and statistics, others have large data gap in this area and therefore struggle to formulate effective policies. This paper proposes an approach to construct a global census of residential buildings using opensource satellite data. Such a layer can be used to assess the extent these buildings are exposed to climate hazards and how their production and consumption, in turn, affect the climate. The approach we propose could be scaled globally, combining existing layers of building footprints, climate and socioeconomic data. It adds to the ongoing effort of compiling spatially explicit and granular climate indicators to better inform policies. As a case study, we compute selected indicators and estimate the extent of residential properties exposure to riverine flood risk for Kenya.
Keywords:
Census of buildings; Climate Exposure; Building Footprint; flood risk; property indicator; aggregate dwellings Capital Stock value; descriptive statistics of the data; flood hazard map; return period; Housing; Climate change; Stocks; Global
Cover IMF Staff Country Reports
South Africa: Post-Financing Assessment-Press Release; and Staff Report
International Monetary Fund. African Dept.
This paper presents South Africa’s Post-Financing Assessment report. The new government of national unity that took office in June faces significant challenges, including declining real per capita growth, high unemployment, poverty, and inequality, and a rising level of public debt. The new administration has committed to address these challenges by continuing ongoing structural reforms aimed at addressing supply constraints and bolstering inclusive growth, while maintaining fiscal discipline. Monetary policy should carefully manage the descent of inflation to the mid-point of the target range and stay data dependent. The report recommends that policies should focus on bolstering inclusive growth and restoring fiscal sustainability, while managing the descent of inflation to target and safeguarding financial stability. Monetary policy should stay data dependent and rate cuts be considered only after inflation declines sustainably toward the midpoint of the target range. The authorities should continue to monitor financial sector risks, including those related to the bank-sovereign nexus, and enhance supervision and prudential regulations.
Keywords:
U.S. dollar; inflation decline; government operation; per-capita GDP figure; Policy discussion; IMF's transparency policy; IMF team; Fiscal stance; Africa; Global
Cover IMF Staff Country Reports
Ghana: Poverty Reduction and Growth Strategy
International Monetary Fund. African Dept.
This paper presents Ghana’s Poverty Reduction and Growth Strategy. The vision of the Agenda For Jobs II (2022–2025) is to create an optimistic, self-confident and prosperous nation, through the creative exploitation of our human and natural resources, and operating within a democratic, open and fair society in which mutual trust and economic opportunities exist for all. The Services sector continues to contribute the highest share of gross domestic product (GDP) despite its decline and varied performance of 47.9 percent in 2020, 48.2 percent in 2019 and 47.0 percent in 2018. Industry’s share of GDP decreased from 33.5 percent in 2018 to 33.2 percent in 2019 and 31.6 percent in 2020. Agriculture’s contribution to GDP increased to 20.5 percent in 2020 from 19.5 percent in 2018 and 18.5 percent in 2019. Key challenges requiring attention include the proliferation of slums due to increased rural–urban migration; poor sanitation and noise pollution; weak enforcement of environmental and mining laws and regulations leading to increased illegal mining, forest degradation and water pollution.
Keywords:
Ghana learning radio programme; infrastructure gap; value chain; Ghana export promotion authority; Ghana football association; Infrastructure; West Africa; Global; Africa
Cover Gender Notes
Promoting Gender Equality and Tackling Demographic Challenges
Jaijai Gu
,
Lisa L Kolovich
,
Jorge Mondragon
,
Monique Newiak
, and
Michael Herrmann
Two broad contrasting demographic trends present challenges for economies globally: countries with aging populations, often advanced economies and increasingly emerging markets, anticipate a significant shrinking of the labor force, with implications for growth, economic stability, and public finances. Economies with rapidly growing populations, as is the case in many low-income and developing countries, will face a burgeoning young population entering the labor market in the next decades—a large potential to reap the demographic dividend if the right skills and economic and social conditions are in place. This note highlights how gender equality, in both cases, can serve as a stabilizing factor to rebalance demographic trends. As decisions regarding fertility, human capital investment, and labor force participation are interlinked, policies should aim at relaxing households’ time and resource constraints that condition these choices. This means that, in general, in advanced economies and emerging markets, policies should facilitate women’s work–life choices and boost female participation in the labor market, whereas policies in low-income and developing countries should focus on reforms that narrow gender gaps in opportunities and support human capital accumulation.
Keywords:
Demographics; fertility; female labor force participation; gender equality; education; human capital; macroeconomic policy; IMF gender note; labor force participation; IMF Library; IMF gender Note 2024/002; tackling demographic challenge; Gender diversity; Women; Labor force participation; Gender inequality; Global; Middle East; Sub-Saharan Africa; Western Hemisphere; North Africa