A Monetary and Financial Policy Analysis and Forecasting Model for the Philippines (PAMPh2.0)


Book Description

The Bangko Sentral ng Pilipinas (BSP) has enhanced its macroeconomic modeling through the Forecasting and Policy Analysis System (FPAS), transitioning from a multi-equation econometric model to a modernized system centered on the Quarterly Projection Model (QPM). In its new version, the Policy Analysis Model for the Philippines (PAMPh2.0) integrates forward-looking projections, endogenous monetary policy, fiscal and macroprudential considerations, labor dynamics, and addresses complex shocks and policy trade-offs, facilitating effective policy mix determination and supporting real-time policy evaluation. The BSP’s modernization efforts also include refining forecast calendars and strengthening communication channels to accommodate the operationalization of PAMPh2.0. Detailed validation methods ensure empirical consistency. Finally, future refinements will align the model with evolving empirical findings and theoretical insights, ensuring its continued relevance.




Navigating External Shocks in Southeast Asia's Emerging Markets


Book Description

As relatively small open economies, South-East Asian emerging markets (Indonesia, Malaysia, Philippines and Thailand or ASEAN-4) are highly susceptible to external shocks—both financial and real—that could induce large capital flows and exchange rate volatility that could lead to foreign exchange market dysfunction. With the exception of Bank Negara Malaysia, ASEAN-4 central banks mostly have flexible inflation-targeting frameworks for monetary policy implementation. Their main policy objectives include medium-term price stability, sustainable economic growth, and financial stability. Central Banks in ASEAN-4 economies have been early pilots in the operationalization of the IMF’s Integrated Policy Framework (IPF) in 2022-23, given their experience in using multiple policy tools besides the monetary policy rate, including macroprudential measures, foreign exchange intervention (FXI), and capital flow management measures, to achieve their multiple objectives. They have welcomed the IPF as a systematic, frictions-based approach to analyze the use of these multiple tools to manage trade-offs across policy objectives. This paper takes stock of the experience from these pilots, both from the perspective of country authorities and of IMF country teams. It aims at distilling key lessons, which could be used to inform broader IPF operationalization. The IPF conceptual framework and a related quantitative model were used to assess policy trade-offs in ASEAN-4 in the event of adverse external shocks. These applications reaffirmed the importance of using monetary policy to address persistent inflationary pressures stemming from real shocks and allowing the exchange rate to act as a shock absorber. However, a complementary use of FXI could improve trade-offs between price, financial, and output stability when economies are faced with large and financial shocks that result in abrupt spikes in uncovered interest rate parity premia resulting in inefficiently tight financial conditions that could hurt growth or risking to de-anchor inflation expectations. The IPF pilots also highlighted some challenges faced when operationalizing IPF principles, notably regarding the assessment of frictions and shocks that might justify the use of FXI. In particular, country teams at times lacked sufficient information to adequately assess the extent of frictions. Moreover, the time-varying nature of IPF frictions and the non-linear effects of shocks make it difficult to assess situations when benefits of a complementary use of FXI would overweigh its costs.




Financial Crises in DSGE Models


Book Description

This paper presents the theoretical structure of MAPMOD, a new IMF model designed to study vulnerabilities associated with excessive credit expansions, and to support macroprudential policy analysis. In MAPMOD, bank loans create purchasing power that facilitates adjustments in the real economy. But excessively large and risky loans can impair balance sheets and sow the seeds of a financial crisis. Banks respond to losses through higher spreads and rapid credit cutbacks, with adverse effects for the real economy. These features allow the model to capture the basic facts of financial cycles. A companion paper studies the simulation properties of MAPMOD.




A Simple Macrofiscal Model for Policy Analysis: An Application to Morocco


Book Description

The paper describes a semistructural macrofiscal approach to simulating and forecasting macroeconomic policies. The model focuses on only a few variables that are consistent with the New Keynesian framework. Thanks to its simplicity, it facilitates an initial and intuitive understanding of monetary and fiscal policy transmission channels, and their main impact on economic activity. The model is adapted to Morocco and we demonstrate its application with an illustrative scenario of policy responses to a slower-than-expected recovery from the Covid-19 pandemic, under different monetary policy and exchange rate regimes.




Decomposing the Inflation Dynamics in the Philippines


Book Description

Inflation rates rose sharply in the Philippines during 2018. Understanding the demand and supply sources of inflation pressures is key to monetary policy response. Qualitatively, indicators have pointed to evidence of inflation pressures from both sides in 2018, with the supply factors, by and large, associated with commodity-price shocks and demand factors deduced from gleaning at the wider non-oil trade deficits seen in the Philippines. Quantitatively, we deploy a semi-structural model to decompose the contributions of various shocks to inflation. Our main findings are (1) supply factors (mainly global commodity prices) played a prominent role in explaining the rise in inflation in 2018; (2) demand factors also contributed to inflation in a non-negligible way, justifying the need for tighter monetary policy in 2018; (3) the size of the estimated output gap (an important indicator of demand pressures) could be larger, when considering the widening trade deficits in 2018; and (4) a delayed monetary policy tightening can be costly in terms of higher inflation rates, requiring larger and more aggressive interest rate hikes to bring inflation under control, based on a counterfactual exercise.




An Open Economy Quarterly Projection Model for Sri Lanka


Book Description

This study documents a semi-structural model developed for Sri Lanka. This model, extended with a fiscal sector block, is expected to serve as a core forecasting model in the process of the Central Bank of Sri Lanka’s move towards flexible inflation targeting. The model includes a forward-looking endogenous interest rate and foreign exchange rate policy rules allowing for flexible change in policy behavior. It is a gap model that allows for simultaneous identification of business cycle position and long-term equilibrium. The model was first calibrated and then its data-fit was improved using Bayesian estimation technique with relatively tight priors.







Quarterly Projection Model for India


Book Description

This paper outlines the key features of the production version of the quarterly projection model (QPM), which is a forward-looking open-economy gap model, calibrated to represent the Indian case, for generating forecasts and risk assessment as well as conducting policy analysis. QPM incorporates several India-specific features like the importance of the agricultural sector and food prices in the inflation process; features of monetary policy transmission and implications of an endogenous credibility process for monetary policy formulation. The paper also describes key properties and historical decompositions of some important macroeconomic variables.




The Morocco Policy Analysis Model: Theoretical Framework and Policy Scenarios


Book Description

The Morocco Policy Analysis model (MOPAM) was created in the Bank Al-Maghrib to simulate the impact of external developments, domestic macroeconomic policies, and structural reforms on key macroeconomic aggregates. We describe its structure and demonstrate its operation on two medium-term scenarios: (1) fiscal consolidation to stabilize the debt-to-GDP ratio and (2) the effects of the COVID-19 shock, including the endogenous fiscal and monetary policy response.




Toward an Integrated Policy Framework


Book Description

Policymakers often face difficult tradeoffs in pursuing domestic and external stabilization objectives. The paper reflects staff’s work to advance the understanding of the policy options and tradeoffs available to policymakers in a systematic and analytical way. The paper recognizes that the optimal path of the IPF tools depends on structural characteristics and fiscal policies. The operational implications of IPF findings require careful consideration. Developing safeguards to minimize the risk of inappropriate use of IPF policies will be essential. Staff remains guided by the Fund’s Institutional View (IV) on the Liberalization and Management of Capital Flows.