Inclusive Growth

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Do the Sentiments of Forecasters Help Predict Recessions? Evidence from Germany

From a paper by Tim Köhler:

“This study presents an examination of the predictive power of narrative reports from German economic institutes beyond traditional quantitative forecasts in anticipating economic recessions and directional changes in the business cycle. I transform qualitative narratives into quantitative sentiment scores using four different dictionaries and methods and use fixed-effect logistic regression to analyse their impact. To evaluate model performance, I use the Area under the Receiver Operating Characteristic Curve (AUROC) to compare models with versus without sentiment scores. Additionally, I employ DeLong’s test and bootstrapping to test the significance of AUROC improvements. Furthermore, I explore the potential of combining multiple sentiment scores to enhance forecasting accuracy. The results show that sentiment scores significantly enhance forecasting accuracy. This suggests that narrative information provides valuable insights beyond quantitative forecasts alone.”

From a paper by Tim Köhler:

“This study presents an examination of the predictive power of narrative reports from German economic institutes beyond traditional quantitative forecasts in anticipating economic recessions and directional changes in the business cycle. I transform qualitative narratives into quantitative sentiment scores using four different dictionaries and methods and use fixed-effect logistic regression to analyse their impact. To evaluate model performance, I use the Area under the Receiver Operating Characteristic Curve (AUROC) to compare models with versus without sentiment scores.

Read the full article…

Posted by at 8:53 AM

Labels: Forecasting Forum

Cyclical Determinants of Regional House Prices in Poland

From a paper by Victor Shevchu:

“The aim of the article is to present results of the study on the link between business cycle and house prices in 16 regional capital cities in Poland. Using quarterly data for the period 20102024, the study finds that regional business cycle effects on cyclical fluctuations in regional house prices are predominantly positive. Following an increase in the National Bank of Poland (NBP) reference rate, house prices are on a decline in 11 out of 16 regional capital cities. The effects of housing quality and the exchange rate on house prices are ambiguous.”

From a paper by Victor Shevchu:

“The aim of the article is to present results of the study on the link between business cycle and house prices in 16 regional capital cities in Poland. Using quarterly data for the period 20102024, the study finds that regional business cycle effects on cyclical fluctuations in regional house prices are predominantly positive. Following an increase in the National Bank of Poland (NBP) reference rate,

Read the full article…

Posted by at 9:59 AM

Labels: Global Housing Watch

On the Stability of Macroeconomic Relationships in Australia

From a paper by Sune Karlsson and Pär Österholm:

“In this paper, we analyse whether two key macroeconomic relationships in Australia – Okun’s law
and the Phillips curve – have been stable over time. This is done by estimating hybrid time-varying
parameter Bayesian VAR models using quarterly data from 1978 to 2024. Model comparison based
on marginal likelihoods indicates that Okun’s law has been stable, whereas the Phillips curve has
not. Using the preferred specification of the BVAR for the unemployment rate and inflation, we
also calculate trend values for both variables. The model’s trend unemployment rate at the end of
the sample is approximately five percent; estimated trend inflation at the same point in time is close
to the Reserve Bank of Australia’s inflation target.”

From a paper by Sune Karlsson and Pär Österholm:

“In this paper, we analyse whether two key macroeconomic relationships in Australia – Okun’s law
and the Phillips curve – have been stable over time. This is done by estimating hybrid time-varying
parameter Bayesian VAR models using quarterly data from 1978 to 2024. Model comparison based
on marginal likelihoods indicates that Okun’s law has been stable, whereas the Phillips curve has
not.

Read the full article…

Posted by at 9:56 AM

Labels: Inclusive Growth

Monetary Policy and Labour Income Inequality: A Regional Approach

From a paper by Barbara Livorová and Adam Geršl:

“This paper contributes to studying the impacts of monetary policy on labour income inequality in the euro area using subnational regional data on compensation per employee. The dataset covers 932 NUTS3 regions from 16 countries over the period 2000 – 2022 at a yearly frequency. Using sub-sample analysis combined with local projections, the results show that monetary policy rate changes have heterogeneous effects on the growth of real compensation per employee (deflated by the GDP deflator) at both the bottom and upper ends of the regional distribution within individual countries. From the whole euro area perspective, monetary policy tightening has a heterogeneous effect on labour incomes between regions – in times of monetary policy easing, shortening the gap between average low- and high-income regions.”

From a paper by Barbara Livorová and Adam Geršl:

“This paper contributes to studying the impacts of monetary policy on labour income inequality in the euro area using subnational regional data on compensation per employee. The dataset covers 932 NUTS3 regions from 16 countries over the period 2000 – 2022 at a yearly frequency. Using sub-sample analysis combined with local projections, the results show that monetary policy rate changes have heterogeneous effects on the growth of real compensation per employee (deflated by the GDP deflator) at both the bottom and upper ends of the regional distribution within individual countries.

Read the full article…

Posted by at 9:55 AM

Labels: Inclusive Growth

Understanding Inflation Dynamics in India: A Hybrid Structural-Monetarist Approach

From a paper by Ajay Chhibber:

“Contrary to common perception India is not a low inflation country. India’s inflation has in periods deviated significantly from world inflation despite increasing trade and financial integration with the rest of the world. In recent years India’s inflation rate has exceeded inflation even in Latin America and has consistently been higher that East Asian inflation. Past studies of India’s inflation follow either a Philips Curve or a structuralist approach which use a fixed mark-up cost push model. In our model we combine the two approaches with a variable markup model where instead of the output gap, which is insignificant, we postulate that excess money balances determine excess demand in the system and affect inflation through the markup. This allows our model to capture the effects of monetary policy as well as cost push factors such as real wages, relative food prices, and oil prices in understanding the dynamics of inflation in India. We find no convincing evidence that inflation targeting affects inflation or expectations but suggest keeping it as a framework for better functioning of the Monetary Policy Committee.”

From a paper by Ajay Chhibber:

“Contrary to common perception India is not a low inflation country. India’s inflation has in periods deviated significantly from world inflation despite increasing trade and financial integration with the rest of the world. In recent years India’s inflation rate has exceeded inflation even in Latin America and has consistently been higher that East Asian inflation. Past studies of India’s inflation follow either a Philips Curve or a structuralist approach which use a fixed mark-up cost push model.

Read the full article…

Posted by at 2:02 PM

Labels: Inclusive Growth

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