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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
Czech Republic: 2024 Article IV Consultation-Press Release; and Staff Report
International Monetary Fund. European Dept.
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. Higher value-added sectors, including ICT services, are constrained by lack of skilled labor and limited access to capital, undermining their ability to compete in global markets.
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
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 Selected Issues Papers
Monetary Policy Issues in the UK: United Kingdom
Agnese Carella
,
Ruo Chen
,
Katherine Dai
,
Gloria Li
,
Ruy Lama
, and
Roland Meeks
After hiking rates 14 consecutive times between December 2021 and August 2023 to arrest above-target inflation, the Bank of England (BoE) has held rates at 5.25 percent since then. As the BoE prepares for easing, this paper examines three concurrent monetary policy questions: (a) how have the macroeconomic and financial effects of BoE monetary tightening during the current cycle compared with experiences in other major advanced economies (AEs), and with previous UK tightening cycles; (b) what is the impact of US Fed decisions on UK monetary transmission, and the attendant implications thereof for BoE communications; and (c) how do model-based predictions of UK monetary policy paths (which seek to stabilize inflation and the output gap) compare with staff’s recommended path in the 2024 Article IV consultation. We find that (a) monetary transmission has largely mirrored previous episodes (and experiences in other major AEs), with the most notable exception of the mortgage channel, which has been slower due to a higher share of fixed-rate mortgages; (b) an outsized impact of Fed announcements on UK financial markets places a premium on BoE communications in a context where the BoE may diverge from the Fed; and (c) optimal rate path predictions are close to staff’s recommended path, although if the BoE attached a high weight to concerns about a prolonged period of above-target inflation leading to de-anchoring of inflation expectations, a slower pace of cuts would be warranted. A technical assistance mission from the IMF's Statistics Department visited Cambodia during April 10-21, 2023, to support the authorities in continuing to improve the compilation and dissemination of government finance statistics (GFS) and public sector debt statistics (PSDS).
Keywords:
Monetary policy; monetary transmission; central bank communications; BoE communications; monetary policy issue; path prediction; issues in the UK; Fed announcement; Inflation; Central bank policy rate; Output gap; Spillovers; Global
Cover IMF Working Papers
Monetary Policy with Uncertain Inflation Persistence
Luis Brandão-Marques
,
Roland Meeks
, and
Vina Nguyen
When uncertain about inflation persistence, central banks are well-advised to adopt a robust strategy when setting interest rates. This robust approach, characterized by a "better safe than sorry" philosophy, entails incurring a modest cost to safeguard against a protracted period of deviating inflation. Applied to the post-pandemic period of exceptional uncertainty and elevated inflation, this strategy would have called for a tightening bias. Specifically, a high level of uncertainty surrounding wage, profit, and price dynamics requires a more front-loaded increase in interest rates compared to a baseline scenario which the policymaker fully understands how shocks to those variables are transmitted to inflation and output. This paper provides empirical evidence of such uncertainty and estimates a New Keynesian Dynamic Stochastic General Equilibrium (DSGE) model for the euro area to derive a robust interest rate path for the ECB which serves to illustrate the case for insuring against inflation turning out to have greater persistence.
Keywords:
Robust policy; monetary policy; uncertainty; inflation persistence; wage and price dynamics.; Monetary Policy stance; policy rule parameter; price Persistence; IMF working paper 2024/47; inflation expectation; Inflation; Central bank policy rate; Output gap; Wages; Europe; Central and Eastern Europe; Eastern Europe
Cover IMF Working Papers
The Consequences of Falling Behind the Curve: Inflation Shocks and Policy Delays Under Rational and Behavioral Expectations
Mai Hakamada
and
Carl E. Walsh
Central banks in major industrialized economies were slow to react to the surge in inflation that began in early 2021. The proximate causes of this surge were the supply chain disruptions associated with the easing of COVID restrictions, fiscal policies designed to cushion the economic impact of COVID, and the impact on commodity prices and supply chains of the war in Ukraine. We investigate the consequences of policy delay in responding to inflation shocks. First, using a simple three-period model, we show how policy delay worsens inflation outcomes, but can mitigate or even reverse the output decline that occurs when policy responds without delay. Then, using a calibrated new Keynesian framework and two measures of loss that incorporate a “balanced approach” to weigh inflation and the output gap, we find that loss is monotonically increasing in the length of the delay. Loss is reduced if policy, when it does react, is more aggressive. To investigate whether these results are sensitive to the assumption of rational expectations, we consider cognitive discounting as an alternative assumption about expectations. With cognitive discounting, forward guidance is less powerful and results in a reduction in the costs of delay. Under either assumption about expectations, the costs of a short delay can be eliminated by adopting a less inertial policy rule and a more aggressive response to inflation.
Keywords:
monetary policy; inflation policy delay; behavioral expectations; falling behind the curve; Policy delay; inflation outcome; inflation shock; supply chain disruption; trend inflation; Inflation; Output gap; Rational expectations; Central bank policy rate; Real interest rates
Cover Selected Issues Papers
Domestic and External Drivers of Inflation: The Gambia
Jean-Claude Nachega
,
Glen Kwende
,
Laurent Kemoe
, and
Fidel A Márquez Barroeta
This paper investigates the drivers of headline inflation and the degree of exchange rate passthrough (ERPT) in The Gambia over the period 2014-2023. The analysis highlights the decisive long-term roles of global prices of commodities (food, oil and fertilizer), the exchange rate, and the domestic output gap. The short-run dynamics of inflation points to the roles of global food price and the second-round effects of changes in food prices and the output gap. Monetary policy has the potential to tame inflation in the short run provided the monetary policy rate is adjusted rapidly and boldly. Lastly, there is evidence of an asymmetric ERPT to domestic prices, and the size of currency depreciation matters for inflation dynamics.
Keywords:
Inflation; monetary policy rate; oil prices; food prices; fertilizer prices; exchange rates; inflation dynamics; inflation point; drivers of inflation; points to the role; Output gap; Central bank policy rate; Global
Cover IMF Staff Country Reports
Republic of North Macedonia: Selected Issues
International Monetary Fund. European Dept.
This Selected Issues paper focuses on challenges and policies regarding climate change in the Republic of North Macedonia. A scale-up of private and public investments, along with decommission of old and polluting coal-based power plants, is needed to adapt to climate change and meet emissions targets as part of the green transition. The EU-Carbon Border Adjustment Mechanism (EU-CBAM) from 2026 will affect North Macedonia, and the authorities should consider a gradual introduction of carbon taxation to prepare for the EU-CBAM, as also envisioned in existing legislation. The introduction of the EU CBAM will influence North Macedonia’s exports to the EU negatively, as well as revenue collected, as part of the EU CBAM will be foregone revenue for North Macedonia. Instead, North Macedonia should consider a form of carbon taxation, as also envisioned in existing legislation, to collect the revenue by the state, as well as recycle part of this to mitigate the impact of the carbon tax and further support the green transition.
Keywords:
interest rate pass-through; long term interest rates pass-through; interest rate transmission; climate policy agenda; productivity competition; Total factor productivity; Productivity; Central bank policy rate; Climate change; Electricity; Europe; Global
Cover IMF Working Papers
Measuring the Stances of Monetary and Fiscal Policy
Mr. Francis Vitek
We derive measures of the stances of monetary and fiscal policy within the framework of an empirically plausible extension of the basic New Keynesian model, and jointly estimate them for the United States using a closed form multivariate linear filter. Our theoretical analysis reveals that the neutral stance of monetary policy — as measured by the real natural rate of interest — depends on the stance of fiscal policy, which in turn depends on the composition and expected timing of structural changes in the fiscal instruments. Our empirical application finds that accounting for fiscal policy significantly alters the estimated stance of monetary policy, and that the so-called fiscal impulse is a poor proxy for the stance of fiscal policy.
Keywords:
stance of monetary policy; stance of fiscal policy; new keynesian model; multivariate linear filter; fiscal policy stance; stances of monetary and fiscal policy; monetary policy stance; filter estimation result; Fiscal stance; Monetary stance; Real interest rates; Output gap; Global
Cover IMF Working Papers
Low for (Very) Long? A Long-Run Perspective on r* across Advanced Economies
Josef Platzer
,
Mr. Francesco Grigoli
, and
Robin Tietz
We provide a long-run perspective on neutral interest rates with new estimates for 16 advanced economies since the 1870s using the Laubach and Williams approach. Our estimates differ substantially from commonly used proxies. We find that, while cross-country heterogeneity was significant in the past, since the 1980s the decline has been common to many countries. Traditional determinants such as population aging and productivity growth are strongly correlated with the changes in neutral rates, while others like the relative price of capital and inequality exhibit weak relationships with r*. We also find that neutral rates co-vary negatively with public debt-to-GDP ratios.
Keywords:
neutral rate; old-age dependency ratio; time series; neutral interest rates; coefficient estimate; cited estimation approach; estimation procedure; Real interest rates; Capital account; Aging; Output gap; Global