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Business and Economics > Production and Operations Management

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Cover Technical Assistance Reports
Botswana: Technical Assistance Report-Enhancing the Forecasting Policy and Analysis System at the Bank of Botswana
International Monetary Fund. Monetary and Capital Markets Department
At the request of Bank of Botswana, a Technical Assistance mission from the Monetary and Capital Markets (MCM) Department visited Gaborone, Botswana during May 27–31, 2024, to assist the authorities in enhancing their forecasting and policy analysis system (FPAS). The mission assessed and advised on both near-term and medium-term forecasting tools and models currently used by the Bank of Botswana. The mission team helped create a new centralized database and introduced a new flexible platform with a suite of models that expands and complements existing near-term forecasting models. The mission team also improved the medium-term forecasting framework by reviewing model calibration, introducing a fiscal block, and recommending further adjustments.
Keywords:
Monetary Policy; Forecasting and Policy Analysis System; Data Management; Near-term and Medium-term Forecasting Tools; Botswana.; IMF's Monetary; medium term forecasting tool; IMF Monetary; policy analysis system; IMF executive directors; Output gap; Infrastructure; Exchange rate arrangements; Central bank policy rate; Exchange rates; Global
Cover IMF Staff Country Reports
Republic of Korea: Selected Issues
International Monetary Fund. Asia and Pacific Dept
This Selected Issues paper examines the impact of artificial intelligence (AI) in Korea. As a leading innovator and semiconductor producer, Korea is highly exposed to AI. Korea is widely recognized as a leading technology innovator and consistently ranks high on various global innovation indexes. AI usage is rising in Korean firms, notably among large, young, and tech-related firms. Empirical analysis confirms the significant role of firm size, age, and complementary assets in driving AI adoption. AI exposure tends to be higher for high-income groups, but potential gains from AI also increase with income. AI adoption leads to significant output and productivity gains, especially in Scenario 3 featuring both high labor complementarity and high overall productivity. Active and ongoing policy efforts are being made to promote AI adoption while managing potential risks. High labor market duality poses significant challenges for workers to switch jobs, especially for elderly groups. The authorities have taken proactive steps to advance AI development and adoption, expand the AI talent pool, and establish regulations to manage associated risks.
Keywords:
Korea export share; profitability regression; AI adoption; E. AI preparedness; AI usage; Exports; Productivity; Trade tensions; Competition; Global; North America
Cover IMF Working Papers
Government Debt and Growth: The Role of R&D
Can Sever
Economic growth in the advanced economies (AEs) has been slowing down since the early 2000s, while government debt ratios have been rising. The recent surge in debt at the onset of the Covid-19 pandemic has further intensified concerns about these phenomena. This paper aims to offer insight into the high-debt low-growth environment in AEs by exploring a causal link from government debt to future growth, specifically through the impact of debt on R&D activities. Using data from manufacturing industries since the 1980s, it shows that (i) government debt leads to a decline in growth, particularly in R&D-intensive industries; (ii) the differential effect of government debt on these industries is persistent; and (iii) more developed or open financial systems tend to mitigate this negative impact. These findings contribute to our understanding of the relationship between government debt and growth in AEs, given the role of technological progress and innovation in economic growth.
Keywords:
Government debt; fiscal policy; economic growth; R&D; innovation; financial development; economic growth in the advanced economies; R&D activity; impact of debt; debt level; affect tax dynamics; Financial sector development; Manufacturing; Productivity; Aging; Global
Cover IMF Staff Country Reports
Chile: Selected Issues
International Monetary Fund. Western Hemisphere Dept.
The 2024 Article IV Consultation analyzes that the Chilean economy is broadly balanced but modest potential growth has constrained increases in living standards and makes it difficult to address fiscal and social needs. Policy priorities are therefore mainly of structural nature. They include boosting productivity and employment as well as strengthening fiscal, external, and financial sector buffers—particularly in the context of a challenging global environment. Real gross domestic product is expected to expand by 2–2.5 percent in 2025, in line with its potential. Inflation is projected to return to the 3-percent target in early 2026, after the impact of the significant electricity tariff hikes between June 2024 and early 2025 subsides. External risks remain elevated. A cautious data dependent approach to the Expediting investment permit applications and environmental evaluations, fostering an environment for the development of new industries, facilitating R&D, and increasing female labor participation are vital for boosting potential growth.
Keywords:
input-output linkage; housing wealth effect; growth slowdown; real estate sector; risk assessment; Pension spending; Exports; Mortgages; Loans; Global; Eastern Europe
Cover IMF Staff Country Reports
Czech Republic: 2024 Article IV Consultation-Press Release; and Staff Report
International Monetary Fund. European Dept.
The 2024 Article IV Consultation highlights that the Czech Republic is evolving from a heavily manufacturing-based, export-oriented hub to a more mature and diversified economy. Non-auto manufacturing, energy, and construction, once important Czech engines of growth, have run out of steam, hampered by decelerating productivity growth, higher energy costs, and sluggish demand. The auto industry has shown resilience so far, but the required transition to electric vehicles and exposure to foreign competition are set to exert significant pressures in the coming years. After stagnating in 2022-23, the Czech economy is slowly recovering, as consumer spending is sustained by a rebound in real wages. Growth is poised to gain momentum as the policy mix becomes more supportive of economic activity and external demand gradually strengthens. Concrete actions should focus on facilitating the allocation of labor towards higher value-added sectors and firms, addressing the gender pay gap to boost labor participation, reducing administrative burden and red tape, accelerating digitalization, and promoting a more ambitious green transition.
Keywords:
currency of the Czech Republic; FSAP update; FSAP participation; services inflation; managing inflation risk; Inflation; Productivity; Labor markets; Central bank policy rate; Global
Cover IMF Working Papers
Industrial Policy in Europe: A Single Market Perspective
Andrew Hodge
,
Roberto Piazza
,
Fuad Hasanov
,
Xun Li
,
Maryam Vaziri
,
Atticus Weller
, and
Yu Ching Wong
European countries are increasingly turning to industrial policy to address the challenge of geopolitical fragmentation, enhance productivity, and accelerate the green transition. Well-targeted industrial policy has the potential to correct market failures and support production efficiency by exploiting scale effects and internalizing knowledge externalities. But even the most carefully designed unilateral industrial policies risk generating negative production externalities in other countries, and, under certain conditions, may not even be welfare-enhancing for the implementing country. The reason is that negative externalities of unilateral industrial policy can drive European and international production patterns away from underlying comparative advantages, create regional or global over-supply, and result in changes in terms of trade that reduce domestic welfare. This suggests significant benefits from coordination. Structural modeling and case studies show that a coordinated approach within the European Union and with international trading partners on a narrowly defined and carefully designed set of industrial policies could unlock untapped benefits. Closer European integration would facilitate the adjustment of firms and workers to coordinated and well-targeted industrial policies and amplify their benefits.
Keywords:
Industrial policy; European Single Market; State Aid; EU aerospace industry export; EU single market; fishery block exemption regulation; State aid expenditure; single market perspective; Comparative advantage; Demand elasticity; Competition; Terms of trade; Europe; Global
Cover IMF Working Papers
A Bitter Aftertaste: How State Aid Affects Recipient Firms and Their Competitors in Europe
Luis Brandão-Marques
and
Hasan H Toprak
Industrial policy is once again at the forefront of the policy debate around the world. However, state aid is a contentious issue in the European Union given the need to maintain a level playing in its single market. This paper estimates the effects of state aid between 2016 and 2023 on listed nonfinancial firms in Belgium, France, Germany, the Netherlands, Spain, and the United Kingdom (until 2020) using a high-frequency identification approach to address endogeneity. It finds that firms that receive state aid increase employment and revenue, but not investment or labor productivity. Moreover, it finds that there are adverse spillover effects to competing firms that significantly undo any positive own effects. These findings suggest that, should there be a case for providing state aid to firms in the European Union, this should be done at the European level instead of the member state level to mitigate adverse spillovers. Pooling resources and competitively allocating aid across the Union could preserve market competition, encourage firm entry, and ensure a more efficient distribution of funds.
Keywords:
Industrial policy; firm performance; state aid; spillovers; recipient firm; government intervention; effects of State; net impact; government failure; Employment; Productivity; Competition; Europe
Cover IMF Working Papers
Quarterly Projection Model for the Bank of Ghana: Extensions and Applications
Philip Abradu-Otoo
,
Joseph K. Acquah
,
James Attuquaye
,
Simon Harvey
,
Francis Loloh
,
Shalva Mkhatrishvili
,
Valeriu Nalban
,
Daniel Ngoh
,
Victor Osei
, and
Michael Quansah
The paper documents the latest extensions of the Bank of Ghana’s Quarterly Projection Model (QPM), used regularly to produce policy analysis and forecasts in support of the Bank’s policy processes. The decomposition of GDP allows to separate the agriculture and oil sectors, driven by exogenous and international developments, from non-agriculture non-oil activities, which are more relevant from the central bank’s perspective of assessing the business cycle position. Inter-sectoral price spillovers and their role in the formation of inflation expectations are explicitly accounted, with important policy implications. Specific model applications – including impulse response functions and simulations of shocks that affect agricultural production, e.g., those caused by climate disruptions; and counterfactual simulations to evaluate recent policy choices – highlight the usefulness of the extended QPM in providing a more detailed account of the economic developments, enhance forecast coverage, and broaden its underlying narrative, thus strengthening the BOG’s forward-looking policy framework.
Keywords:
Ghana; Forecasting and Policy Analysis; Quarterly Projection Model; Monetary Policy; Transmission Mechanism; A. impulse response; impulse response function; reaction function; policy analysis; Bank of Ghana's Quarterly Projection Model; price spillover; Inflation; Output gap; Inflation targeting; Real interest rates; Global
Cover Regional Economic Outlook, Middle East and Central Asia, October 2024
Regional Economic Outlook, Middle East and Central Asia, October 2024
Navigating the Evolving Geoeconomic Landscape
International Monetary Fund. Middle East and Central Asia Dept.

Abstract

Economic growth in the Middle East and North Africa and Caucasus and Central Asia regions is projected to strengthen in the near term, but only to the extent that current challenges abate. Ongoing conflicts and oil production cuts are dampening economic performance, and medium-term growth prospects have weakened over the past two decades. Moreover, high uncertainty looms, with key risks including escalating conflicts, increased geoeconomic fragmentation, and commodity price volatility. To boost growth and create jobs—especially for women and youth—reform priorities include strengthening governance, encouraging private sector investment, and advancing financial development.

Keywords:
Middle East; North Africa; Caucasus; Central Asia; Gaza; Sudan; Lebanon; trade patterns; economic growth; reforms; growth prospects; shocks; conflicts; uncertainty; economic performance; growth prospects; risks; oil production cuts; OPEC+; investment; geoeconomic fragmentation; IMF; governance; medium-term; capital deepening; women; youth; employment; commodity price volatility; private sector; financial development; CCA region; CCA economy; CCA country; IMF staff calculation; oil exporter; Total factor productivity; Financial sector development; Oil exports; Inflation; Labor force participation; East Africa; Central Asia and the Caucasus; Global
Cover Technical Assistance Reports
Ghana: Technical Assistance Report-Report on Developing the Forecasting and Policy Analysis System (FPAS) at the Bank of Ghana (BOG)
International Monetary Fund. Institute for Capacity Development
and
International Monetary Fund. African Dept.
This technical assistance (TA) report presents the outcomes of the multi-year Bank of Ghana (BOG) Forecasting and Policy Analysis System (FPAS) TA project, conducted between late-2019 and mid-2024 over a total of seven missions, three in-person and four virtual. The project has focused on upgrading and building new institutional capacity for model-based policy analysis and macroeconomic forecasting, along its integration into monetary policy processes and external communications. BOG staff has made remarkable progress and built a strong skillset in providing analytical support to the policymakers. Model-based work plays an important role in the BOG internal deliberations and represents the key input in forward-looking monetary policy formulation, including in regular external communications. Remaining recommendations relate to ensuring FPAS work sustainability and further streamline external communications.
Keywords:
Monetary policy; Inflation targeting; Central banks; Inflation; Output gap; Exchange rate; Monetary policy transmission; Ghana.; IMF TA project team; BOG forecasting team; TA team; BOG's Forecasting and Policy Analysis System; TA mission; Exchange rates; Agricultural sector; Global