Nowcasting enables policymakers to obtain forecasts of key macroeconomic indicators using higher frequency data, resulting in more timely information to guide proposed policy changes. A significant shortcoming of nowcasting estimators is their “reduced-form” nature, which means they cannot be used to assess the impact of policy changes, for example, on the baseline nowcast of real GDP. This paper outlines two separate methodologies to address this problem. The first is a partial equilibrium approach that uses an existing baseline nowcasting regression and single-equation forecasting models for the high-frequency data in that regression. The second approach uses a non-parametric structural VAR estimator recently introduced in Ouliaris and Pagan (2022) that imposes minimal identifying restrictions on the data to estimate the impact of structural shocks. Each approach is illustrated using a country-specific example.
International Monetary Fund. Asia and Pacific Dept
Tonga’s nascent economic recovery following Tropical Cyclone Harold and border closures in early 2020 has been severely disrupted by a double blow from the Hunga Tonga–Hunga Haʻapai volcanic eruption and the first local outbreak of COVID-19 at the start of 2022. The authorities are augmenting reconstruction and restoration efforts, with support from the international community. Real GDP is projected to contract by 1.9 percent in FY2022 (July 2021–June 2022), before rebounding by 3.2 percent in FY2023 with a gradual reopening of international borders.
Mr. Serkan Arslanalp, Mr. Robin Koepke, and Jasper Verschuur
This paper proposes an easy-to-follow approach to track merchandise trade using vessel data and applies it to Pacific island countries. Pacific islands rely heavily on imports and maritime transport for trade. They are also highly vulnerable to climate change and natural disasters that pose risks to ports and supply chains. Using satellite-based vessel tracking data from the UN Global Platform, we construct daily indicators of port and trade activity for Pacific island countries. The algorithm significantly advances estimation techniques of previous studies, particularly by employing ways to overcome challenges with the estimation of cargo payloads, using detailed information on shipping liner schedules to validate port calls, and applying country-specific information to define port boundaries. The approach can complement and help fill gaps in official data, provide early warning signs of turning points in economic activity, and assist policymakers and international organizations to monitor and provide timely responses to shocks (e.g., COVID-19).
International Monetary Fund. Asia and Pacific Dept
Tonga’s recovery following the devastation of the 2018 Cyclone Gita has been derailed by a double blow from the pandemic and Cyclone Harold. FY2020 GDP growth is estimated to fall to -2½ percent due to domestic containment measures, a sudden stop in tourism, and investment delays. The full brunt of the pandemic will be felt in FY2021 (beginning July) during peak tourism season, when a deeper contraction is expected. A worse outcome was avoided by early actions to close external borders—which has kept Tonga COVID-19-free—and prompt economic support. Beyond FY2021, the recovery is expected to resume in line with the global recovery, but the magnitude and trajectory is uncertain.
Mr. Richard I Allen, Ms. Majdeline El Rayess, Laura Doherty, and Priya Goel
This paper reviews the Public Financial Management (PFM) reform stategy for 16 Pacific Island Countries (PICs) during the period 2010-2020. The strategy was endorsed by the finance and economic ministers of the region (FEMM) in 2010. The paper analyzes more than 30 PEFA assessments carried out across the region. The region shares the generally slow pace of PFM reform that is also a feature of most developing countries. Some PICs have improved their PFM performance significantly, while others have done less well. PFM reforms have suffered from the small size and low capacity of many PICs, poorly designed PFM roadmaps, variable political suppport for reform, and vulnerability to natural disasters. The paper recommends that in the next five years, there should be a more granular and targeted approch to PEFAs. PICs should focus on basic PFM reforms and (where capacities allow) more transparent public finances, as well as better management of climate change considerations, public infrastructure, gender inequalities, and state-owned enterprises. Perseverance by countries in implementing reforms and leadership by finance ministries are critical. PFTAC’s advice is highly regarded across the region, and it could consider alternative modalities of CD delivery and stronger coordination with other development partners.
Tonga is one of the world’s most exposed countries to climate change and natural disasters. It suffered the highest loss from natural disasters in the world (as a ratio to GDP) in 2018 and is among the top five over the last decade (Table 1). Climate change will make this worse. Cyclones will become more intense, with more damage from wind and sea surges. Rising sea levels will cause more flooding, coastal erosion and contaminate fresh water. Daily high temperatures will become more extreme, with more severe floods and drought.
A big challenge for the economic development of small island countries is dealing with external shocks. The Pacific Islands are vulnerable to natural disasters, climate change, commodity price changes, and uncertain donor grants. The question that arises is how should small developing countries formulate a fiscal policy to achieve economic stability and fiscal sustainability when prone to various shocks? We study how natural disasters affect long-term debt dynamics and propose fiscal policy rules that could help insulate the economy from such unexpected shocks. We propose fiscal rules to address these shocks and uncertainties using the example of Papua New Guinea. Our study finds the advantages of expenditure rules, especially a recurrent expenditure rule based on non-resource and non-grant revenue, interdependently determined by government debt and budget balance targets with expected disaster shocks. This paper contributes to the literature and policy dialogue by theoretically analyzing the impact of natural disasters on debt sustainability and proposing fiscal rules against natural disasters and climate changes. Our fiscal policy framework is practically applicable for many developing countries facing increasing frequency and impact of natural disasters and climate change. Our rules-based fiscal framework is crucial for sustainable and countercyclical macroeconomic policies to build resilience against devastating natural hazards.