Quarterly Projection Model For The Bank Of Ghana Extensions And Applications
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Quarterly Projection Model for the Bank of Ghana: Extensions and Applications
Author: Philip Abradu-Otoo
language: en
Publisher: International Monetary Fund
Release Date: 2024-11-15
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.
QPM-Based Analysis of Weather Shocks and Monetary Policy in Developing Countries
Author: Valeriu Nalban
language: en
Publisher: International Monetary Fund
Release Date: 2025-05-23
Weather-related shocks are of a supply-side nature and therefore present significant challenges for monetary policy. Using a Quarterly Projection Model (QPM) framework, this paper provides an overview of weather-relevant analytical exercises that help to understand the propagation channels of these shocks, the policy trade-offs they imply, and the ensuing implications for the conduct of monetary policy. The exercises highlight the important role of economic characteristics and frictions, such as the weight of food expenditures in the consumption basket, the GDP share of the agriculture sector, the degree of imports substituting for the damaged domestic agricultural supply, the extent of inflation expectations’ anchoring and central bank credibility, and the specific characteristics of the monetary policy framework, including the degree of exchange rate flexibility and the definition of the price stability objective. Overall, the extent of these characteristics and frictions in developing countries render them more vulnerable and constitute bigger challenges in monetary policy conduct relative to developed economies.
Macroeconomic Research in Low-income Countries
Author: Hites Ahir
language: en
Publisher: International Monetary Fund
Release Date: 2021-03-24
Despite strong economic growth since 2000, many low-income countries (LICs) still face numerous macroeconomic challenges, even prior to the COVID-19 pandemic. Despite the deceleration in real GDP growth during the 2008 global financial crisis, LICs on average saw 4.5 percent of real GDP growth during 2000 to 2014, making progress in economic convergence toward higher-income countries. However, the commodity price collapse in 2014–15 hit many commodity-exporting LICs and highlighted their vulnerabilities due to the limited extent of economic diversification. Furthermore, LICs are currently facing a crisis like no other—COVID-19, which requires careful policymaking to save lives and livelihoods in LICs, informed by policy debate and thoughtful research tailored to the COVID-19 situation. There are also other challenges beyond COVID-19, such as climate change, high levels of public debt burdens, and persistent structural issues.