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Exploring the role of heterogeneous informational shocks in bias testing of consensus forecasts

From a paper by Luciano Vereda, Helder Ferreira de Mendonça, and George Morcerf:

“Our study advances the modelling of forecast revisions by accounting for the nuanced impact of informational shocks across different time horizons. Specifically, we introduce modifications to the error structure of regression models used to detect biases in macroeconomic forecasts. Drawing on consensus forecasts of inflation and output growth from the central banks of Brazil, Chile, and Mexico, our approach offers a nuanced understanding of bias estimation uncertainty, leading to a more robust rejection of the null hypothesis of no biases. By elucidating the differential effects of informational shocks on forecast accuracy across time periods, our findings not only contribute to the refinement of forecasting methodologies but also have implications for policymakers and economic analysts striving for more accurate and reliable predictions in dynamic economic environments.”

From a paper by Luciano Vereda, Helder Ferreira de Mendonça, and George Morcerf:

“Our study advances the modelling of forecast revisions by accounting for the nuanced impact of informational shocks across different time horizons. Specifically, we introduce modifications to the error structure of regression models used to detect biases in macroeconomic forecasts. Drawing on consensus forecasts of inflation and output growth from the central banks of Brazil, Chile, and Mexico, our approach offers a nuanced understanding of bias estimation uncertainty,

Read the full article…

Posted by at 1:54 PM

Labels: Forecasting Forum

Structural Change and International Trade: Evidence from Developing Countries

From a paper by Hagen Kruse:

“This study documented for the first-time patterns in export specialization from an activity perspective, and showed how it can generate additional insights beyond those based on the product perspective. First, export incomes from production activities decline and engineering, managerial, and services support activities grow as countries develop. Second, countries initially specialize along the extensive margin (shifting activities across industries) but later along the intensive margin (shifting activities across occupational classes). Third, new activity specialization is strongly related to the proximity of this activity to the initial export basket, in particular for specializations along the extensive margin and in routine intensive occupations. Fourth, countries that defy proximity and diversify quicker appear to grow faster in GDP per capita. This is correlation however and no claim for causation is made.

We see at least two promising avenues for further research. One avenue is in the modelling of structural change and the role of international trade. The canonical macro-structural change framework focuses on the sectoral composition of the economy in terms of employment and value-added. Trade can shape the sectoral composition in various ways (Alessandria, Yi and Johnson 2021). Lower trade barriers facilitate specialization for example through shifting comparative advantage and promoting economies of scale. Sectoral specialization will consequently affect the sectoral composition of the economy. And given a set of trade barriers, policy changes or technology shocks to the economy may also affect specialization patterns and consequently sector composition. Trade barriers are typically related to products whereas technological change such as automation affects particular activities rather than products or sectors. Modelling the composition of the economy in terms of activities in addition to sectors appears therefore to be a promising way forward as for example in Bárány and Siegel (2018) and Duernecker and Herrendorf (2022).”

Continue reading here.

From a paper by Hagen Kruse:

“This study documented for the first-time patterns in export specialization from an activity perspective, and showed how it can generate additional insights beyond those based on the product perspective. First, export incomes from production activities decline and engineering, managerial, and services support activities grow as countries develop. Second, countries initially specialize along the extensive margin (shifting activities across industries) but later along the intensive margin (shifting activities across occupational classes).

Read the full article…

Posted by at 1:52 PM

Labels: Inclusive Growth

The interaction of income inequality and energy poverty on global carbon emissions: A dynamic panel data approach

From a paper by Feng Wang and Mengdie Qu:

“Income inequality and energy poverty are critical obstacles to the worldwide low-carbon transformation and deeply affect human behavior. Applying a dynamic panel data model, this study investigates the effect of income inequality and energy poverty on global carbon emissions. We determine the effect of the interaction between income inequality and energy poverty on the global low-carbon transformation based on a panel data set of 193 countries from 1990 to 2019. A one standard deviation decrease in the Gini coefficient causes a 2.98 % decrease in carbon emissions per capita, with the median value of energy poverty. However, in poor countries where the proportion of population with access to electricity is less than 86.0 %, reducing income inequality will increase carbon emissions. The role of energy poverty on carbon emissions per capita is also affected by income inequality. When the Gini coefficient is lower than 0.461, increasing access to electricity will reduce carbon emissions. In contrast, when the Gini coefficient is higher than the critical value of 0.461, increased access to electricity will raise carbon emissions. These findings indicate a new strategy for advancing low-carbon transformation based on the interrelationship between income equality and energy poverty eradication.”

From a paper by Feng Wang and Mengdie Qu:

“Income inequality and energy poverty are critical obstacles to the worldwide low-carbon transformation and deeply affect human behavior. Applying a dynamic panel data model, this study investigates the effect of income inequality and energy poverty on global carbon emissions. We determine the effect of the interaction between income inequality and energy poverty on the global low-carbon transformation based on a panel data set of 193 countries from 1990 to 2019.

Read the full article…

Posted by at 1:49 PM

Labels: Energy & Climate Change

Shaping cities of the future to be inclusive, sustainable and resilient

From the World Economic Forum:

“Imagine a city in Asia and the Pacific, in 2030, where sustainability flourishes, public services are accessible to all, and green spaces abound amid bustling urban life. In several cities across the region, local governments are moving towards achieving such a vision, but progress is slow.

But time is of the essence, and the cities of tomorrow will be shaped by decisions made today. The building of resilient, equitable and sustainable urban environments requires a new type of city leadership that champions a transformative approach that goes way beyond traditional urban management.

In today’s world, cities account for more than 70% of global carbon dioxide (CO2) emissions, mainly from transportation and buildings. By 2050, rapid urbanization will add 1.2 billion people to cities in Asia and the Pacific, putting immense pressure on already strained infrastructure and services, compounded by the impacts of climate change.

Without rapid transformation, many cities in Asia Pacific will see rising inequalities and be even more vulnerable to climate-induced disasters.

Six of the 10 countries most affected by climate-related events over the past two decades lie in Asia and the Pacific, compounding to the vulnerability of some of the growing cities. This unfolds as many of them already struggle to provide basic services like clean water, affordable housing and reliable energy for their growing populations.”

Continue reading here.

From the World Economic Forum:

“Imagine a city in Asia and the Pacific, in 2030, where sustainability flourishes, public services are accessible to all, and green spaces abound amid bustling urban life. In several cities across the region, local governments are moving towards achieving such a vision, but progress is slow.

But time is of the essence, and the cities of tomorrow will be shaped by decisions made today.

Read the full article…

Posted by at 5:10 PM

Labels: Inclusive Growth

Efficiency of Monetary policy after the Adoption of Inflation Targeting: The Case of Bank Al-Maghreb

From a paper by Ahmed Hefnaoui and Ibnouzahir Youssef:

“This study assesses the effectiveness of Morocco’s monetary policy following the adoption of inflation targeting in 2006. The objective is to evaluate whether this strategy has stabilized inflation and supported economic growth. The methodology is based on a VAR model using quarterly data from 2007 to 2023, with Granger causality tests and impulse response functions to capture the simultaneous effects between monetary variables. The results indicate that inflation in Morocco is driven by shocks to the exchange rate and money supply, while the effect of the policy rate remains limited. Although monetary interventions have short-term effectiveness, their moderate impact suggests the need for structural reforms to enhance inflation targeting efficiency.”

From a paper by Ahmed Hefnaoui and Ibnouzahir Youssef:

“This study assesses the effectiveness of Morocco’s monetary policy following the adoption of inflation targeting in 2006. The objective is to evaluate whether this strategy has stabilized inflation and supported economic growth. The methodology is based on a VAR model using quarterly data from 2007 to 2023, with Granger causality tests and impulse response functions to capture the simultaneous effects between monetary variables.

Read the full article…

Posted by at 5:06 PM

Labels: Inclusive Growth

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