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Social Science > Demography

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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 How To Notes
How to Assess Spending Needs of the Sustainable Development Goals: The Third Edition of the IMF SDG Costing Tool
Piergiorgio M Carapella
,
Ms. Tewodaj Mogues
,
Julieth C Pico-Mejia
, and
Mauricio Soto
This note provides a technical overview and description of the 3rd edition of the IMF SDG costing tool that estimates the additional spending needs to achieve a strong performance in selected SDGs for human capital development (health and education) and physical capital development (infrastructure), in particular, water and sanitation, electricity, and roads. The 3rd edition includes data and methodological updates to, but generally remains faithful to the original approach described in, Gaspar et al. (2019). Globally, additional spending needed to achieve a strong performance in the selected SDGs in 2030 amounts to US$3.0 trillion (3.4 percent of 2030 world GDP). Estimated at 16.1 percent of 2030 LIDC GDP, the average additional SDG cost of this income group is significantly higher than in EMEs, who face additional spending amounting to 4.8 percentage points of their GDP in 2030. In contrast to EMEs and LIDCs, the additional cost for AEs is low, under 0.2 percent of their 2030 GDP.
Keywords:
SDGs; Sustainable Development Goals; expenditure; spending needs; cost; health; education; water; sanitation; electricity; roads; SDG spending; edition SDG; desk estimate; costing tool; Sustainable Development Goals (SDG); Health care spending; Infrastructure; Global; Caribbean; Central Asia and the Caucasus; Middle East; North Africa
Cover IMF Staff Country Reports
Angola: Temas Seleccionados
International Monetary Fund. African Dept.
Temas Seleccionados
Keywords:
SDG progress; D. SDG performance; financing framework; growth disorder; guarantee scheme; Credit; Sustainable Development Goals (SDG); Health care spending; Total expenditures; Global
Cover IMF Staff Country Reports
Angola: Selected Issues
International Monetary Fund. African Dept.
This Selected Issues paper explores development planning, sustainable development goals (SDG) progress, and fiscal space in Angola. Economic diversification and poverty reduction in Angola will require more and better-quality spending on human and physical capital and, thus, greater fiscal space. Spending in these areas has historically been lower relative to lower middle-income country peers, although broadly in line with other SSA countries, and with weak outcomes. Boosting human and physical capital with the goal of economic diversification and poverty reduction in mind will likely be a primary focus of the authorities’ 2023-27 National Development Plan. This paper finds that achieving those goals, as benchmarked by the SDGs, will entail greater and more targeted investment, with the largest spending needs falling around education and health. As such, creating additional fiscal space, following through on the structural fiscal reform agenda, and attracting private investment will all be critical components of improving the level and quality of development spending in Angola.
Keywords:
SDG progress; D. SDG performance; financing framework; growth disorder; guarantee scheme; Credit; Sustainable Development Goals (SDG); Health care spending; Total expenditures; Global
Cover IMF Working Papers
Estimating Digital Infrastructure Investment Needs to Achieve Universal Broadband
Edward Oughton
,
Mr. David Amaglobeli
, and
Mr. Mariano Moszoro
We develop a detailed model to evaluate the necessary investment requirements to achieve affordable universal broadband. The results indicate that approximately $418 billion needs to be mobilized to connect all unconnected citizens globally (targeting 40-50 GB/Month per user with 95 percent reliability). The bulk of additional investment is for emerging market economies (73 percent) and low-income developing countries (24 percent). We also find that if the data consumption level is lowered to 10-20 GB/Month per user, the total cost decreases by up to about half, whereas raising data consumption to 80-100 GB/Month per user leads to a cost increase of roughly 90 percent relative to the baseline. Moreover, a 40 percent cost decrease occurs when varying the peak hour quality of service level from the baseline 95 percent reliability, to only 50 percent reliability. To conclude, broadband policy assessments should be explicit about the quantity of data and the reliability of service provided to users. Failure to do so will lead to inaccurate estimates and, ultimately, to poor broadband policy decisions.
Keywords:
Broadband; Digital Infrastructure; Public Investment; Sustainable Development Goals; cost decrease; investment requirement; infrastructure investment; cost sensitivity; data consumption; policy assessment; estimation metrics; cost driver; data traffic; infrastructure cost modeling; Digitalization; Infrastructure; Emerging and frontier financial markets; Sub-Saharan Africa; Global; Caribbean; Central Asia and the Caucasus; Asia and Pacific
Cover IMF Working Papers
The Spending Challenge of Achieving the SDGs in South Asia: Lessons from India
Ms. Mercedes Garcia-Escribano
,
Ms. Tewodaj Mogues
,
Marian Moszoro
, and
Mauricio Soto
South Asia has experienced significant progress in improving human and physical capital over the past few decades. Within the region, India has become a global economic powerhouse with enormous development potential ahead. To foster human and economic development, India has shown a strong commitment to the Sustainable Development Goals (SDG) Agenda. This paper focuses on the medium-term development challenges that South Asia, and in particular India, faces to ensure substantial progress along the SDGs by 2030. We estimate the additional spending needed in critical areas of human capital (health and education) and physical capital (water and sanitation, electricity, and roads). We document progress on these five sectors for India relative to other South Asian countries and discuss implications for policy and reform.
Keywords:
Sustainable Development Goals (SDGs); Human Capital; Infrastructure; India; spending estimation; health outcome; spending challenge; physical capital; SDG sector; Sustainable Development Goals (SDG); Electricity; South Asia
Cover IMF Working Papers
Pakistan: Spending Needs for Reaching Sustainable Development Goals (SDGs)
Fernanda Brollo
,
Emine Hanedar
, and
Mr. Sébastien Walker
This paper assesses the additional spending required to make substantial progress towards achieving the SDGs in Pakistan. We focus on critical areas of human (education and health) and physical (electricity, roads, and water and sanitation) capital. For each sector, we document the progress to date, assess where Pakistan stands relative to its peers, highlight key challenges, and estimate the additional spending required to make substantial progress. The estimates for the additional spending are derived using the IMF SDG costing methodology. We find that to achieve the SDGs in these sectors would require additional annual spending of about 16 percent of GDP in 2030 from the public and private sectors combined.
Keywords:
Sustainable Development Goals; Pakistan; Costing SDGs; electricity generation; additional spending; IMF SDG; sector-international comparison; teacher wage bill; Sustainable Development Goals (SDG); Global
Cover IMF Staff Country Reports
Nigeria: Technical Assistance Report-Additional Spending Toward Sustainable Development Goals
International Monetary Fund. Fiscal Affairs Dept.
The contents of this report constitute technical advice provided by the staff of the IMF to the authorities of Nigeria in response to their request for technical assistance. Unlocking the potential of a rapidly growing population requires substantial improvements in human and physical capital. Nigeria is Africa’s most populous country and its largest economy. Recognizing challenges, Nigeria has embraced the Sustainable Development Goals (SDGs) Agenda. The Economic Recovery and Growth Plan 2017–2020 gives prominence to economic, social and environmental issues. This report assesses additional spending associated with making substantial progress along the SDGs. The report focuses on critical areas of human and physical capital. For each sector, the report documents progress to date, assesses Nigeria relative to peers, highlights challenges, and estimates the spending to make substantial SDG progress. Nigeria has shown gradual improvements in education. A gradual and strategic approach should be considered given the relatively large additional spending.
Keywords:
ISCR; CR; Nigeria; authority; IMF staff calculation; road density; insurance system; electricity consumption; Purchased Power Parity dollar; healthcare system; Public expenditure review; Health care spending; Africa; Global; Sustainable Development Goals (SDG)
Cover IMF Working Papers
The Spending Challenge for Reaching the SDGs in Sub-Saharan Africa: Lessons Learned from Benin and Rwanda
Delphine Prady
and
Mouhamadou Sy
This paper documents the additional spending that is required for sub-Saharan Africa (SSA) to achieve meaningful progress in SDGs by 2030. Benin and Rwanda are presented in detail through case studies. The main lessons are: i) average additional spending across SSA is significant, at 19 percent of GDP in 2030; ii) countries must prioritize their development objectives according to their capacity to deliver satisfactory outcomes, iii) financing strategies should articulate multiple sources given the scale of additional spending, and iv) strong national ownership of SDGs is key and should be reflected in long-term development plans and medium-term policy commitments.
Keywords:
WP; Sub-Saharan Africa; Benin; spending; GDP; Rwanda; spending estimate; SSA population; SSA government; SSA countries signal; health SSA average; SSA median; SSA peer; SSA LIDCs; Sustainable Development Goals (SDG); Electricity
Cover IMF Working Papers
Doing More with Less: How Can Brazil Foster Development While Pursuing Fiscal Consolidation?
Valentina Flamini
and
Mauricio Soto
Following a benchmarking exercise, we estimate the spending required to reach satisfactory progress in the Sustainable Development Goals in the health, education, and infrastructure sectors in Brazil. We find that there is room for savings in education (up to 1.5 percentage point of GDP) and health (up to 2.5 percentage points of GDP) without compromising the quality of services but additional investments for over 3 percent of GDP per year are needed to close large infrastructure gaps in roads, water, and electricity by 2030. Brazil can do more with less, but increasing efficiency of public spending will require substantial reforms.
Keywords:
WP; spending; cost; infrastructure gap; generation capacity; SDGs; development; fiscal policy; public spending; Brazil; pf GDP; Health expenditure distribution; spending ceiling; GDP Capita; Infrastructure SDG cost; GDP loss; cost estimate; Brazil's GDP; infrastructure quality; spending floor; Infrastructure; Health care spending; South America