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Estimating Macro-Fiscal Effects of Climate Shocks From Billions of Geospatial Weather Observations
A growing literature estimates the macroeconomic effect of weather using variations in annual country-level averages of temperature and precipitation. However, averages may not reveal the effects of extreme events that occur at a higher time frequency or higher spatial resolution. To address this issue, we rely on global daily weather measurements with a 30-km spatial resolution from 1979 to 2019 and construct 164 weather variables and their lags. We select a parsimonious subset of relevant weather variables using an algorithm based on the Least Absolute Shrinkage and Selection Operator. We also expand the literature by analyzing weather impacts on government revenue, expenditure, and debt, ...
Beyond the Annual Averages: Impact of Seasonal Temperature on Employment Growth in US Counties
Using quarterly temperature and employment data between 1990 and 2021, this paper uncovers nuanced evidence on the impact of seasonal temperature within US counties: higher winter temperature increases private sector employment growth while higher summer temperature decreases it. The impacts of higher temperature in mild seasons, fall and spring, are statistically insignificant. Moreover, the negative impact of higher summer temperature persists while the positive impact of higher temperature in the winter is more short-lived. The negative effects of a hotter summer are pervasive and persistent in many sectors: most significantly in “Construction” and “Leisure and Hospitality” but also in “Trade, Transport, and Utilities” and “Financial Activities.” In contrast, the positive effects of a warmer winter are less pervasive. The employment effect of a hotter summer has been more severe in recent decades.
Kingdom of the Netherlands–the Netherlands
Kingdom of the Netherlands–the Netherlands: Selected Issues
Assessing Recent Climate Policy Initiatives in the
The Netherlands has committed to the EU’s ambitious targets for cutting greenhouse gas emissions by 2030 and emissions neutrality in 2050 but at the same time is also vulnerable to sea-level rise and flood risks. This paper reviews recent mitigation policy initiatives in the Netherlands, including carbon levies for the industry and power sectors, energy and car tax reforms, and air passenger taxes, and recommends some modifications to these initiatives. The paper also provides assessments of hazards and macroeconomic risks from weather shocks and climate change and assesses the adaption plan against key principles on mainstream climate change into macro-fiscal planning.
Sensitivity Analysis in Linear Regression
Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit.
Decomposing the Inflation Dynamics in the Philippines
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; (...
Economic Prospects and Policy Challenges for the GCC Countries - 2021
GCC policymakers moved quickly to mitigate the health and economic impacts of twin COVID-19 and oil price shocks. Infection rates have declined across the GCC to well below previous peaks, though countries have experienced successive waves of the virus, and economic recoveries have begun to take hold. Nevertheless, GCC policymakers must navigate a challenging and uncertain landscape. The pandemic continues to cloud the global outlook as countries are in different phases of recovery, with varied growth prospects and policy space
Industry, Innovation and Infrastructure
The problems related to the process of industrialisation such as biodiversity depletion, climate change and a worsening of health and living conditions, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable. The United Nations has acknowledged the problem and approved the “2030 Agenda for Sustainable Development”. On 1st January 2016, the 17 Sustainable Development Goals (SDGs) of the Agenda officially came into force. These goals cover the three dimensions of sustainable development: economic growth, social inclusion and environmental protection. The Encyclopedia of the U...
Monetary Issues in the Middle East and North Africa Region
This paper documents the main themes covered in two seminars (December 2011 and September 2012) on monetary policy and implementation at the IMF—Middle East Center for Economics and Finance, and includes country case studies. Against the backdrop of the global financial crisis and swings in cross-border capital flows, operational frameworks have become more flexible, and liquidity management has impacted the relationship between the policy rate corridor and market rates. The balance sheet structure of central banks in the Middle East and North Africa (MENA) shows differences between oil exporters and others, while a few countries have exhibited notable changes since early 2011. Collateral now has a significant financial stability function. Although only one MENA country is part of the G20, implementation of the Basel III bank capital adequacy and liquidity rules will most likely impact banks’ way of doing business in MENA countries, even if indirectly.
The Transmission of Liquidity Shocks
We analyze the transmission of bank-specific liquidity shocks triggered by a credit rating downgrade through the lending channel. Using bank-level data for US Bank Holding Companies, we find that a credit rating downgrade is associated with an immediate and persistent decline in access to non-core deposits and wholesale funding, especially during the global financial crisis. This translates into a reduction in lending to households and non-financial corporates at home and abroad. The effect on domestic lending, however, is mitigated when banks (i) hold a larger buffer of liquid assets, (ii) diversify away from rating-sensitive sources of funding, and (iii) activate internal liquidity support measures. Foreign lending is significantly reduced during a crisis at home only for subsidiaries with weak funding self-sufficiency.
