Gabe de Bondt
- 22 September 2021
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 6, 2021Details
- Abstract
- This box assesses the health of the euro area non-financial corporate sector at an aggregate level during the coronavirus (COVID-19) pandemic using the quarterly sectoral accounts. The results suggest that non-financial corporate liquidity was safeguarded at the aggregated sector level. This was mainly due to a build-up of cash buffers, as is typical for crisis periods, and the timely and extensive reactions from the monetary, fiscal and supervisory authorities. Policy interventions provided direct and indirect support to non-financial corporations and enabled firms to substantially increase their recourse to debt financing. However, non-financial corporate profitability, operating efficiency, indebtedness and vulnerabilities came under pressure, increasing the risk of a rise in firm defaults in the future.
- JEL Code
- E22 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Capital, Investment, Capacity
E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
- 5 January 2021
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 8, 2020Details
- Abstract
- The exceptional contraction in economic activity induced by the outbreak of the coronavirus (COVID-19) has warranted an update of the standard toolkit used to forecast euro area real GDP in real time. This box describes the adjustments and the additions to the standard toolkit developed by ECB staff to account for the dramatic change in statistical and economic relationships due to COVID-19. The use of each individual tool is subject to a considerable degree of judgment as to the type of adjustment needed to best capture the sharp movements in economic activity. These tools have provided helpful insights into forecasting euro area real GDP in real time, even if they imply some shortcomings.
- JEL Code
- C18 : Mathematical and Quantitative Methods→Econometric and Statistical Methods and Methodology: General→Methodological Issues: General
E27 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Forecasting and Simulation: Models and Applications
- 5 February 2020
- ECONOMIC BULLETIN - ARTICLEEconomic Bulletin Issue 1, 2020Details
- Abstract
- This article focuses on household wealth in the euro area from a macroeconomic perspective. It describes developments in financial and non-financial wealth and their driving forces. The impact of wealth on private consumption is then discussed. It concludes with some monetary policy implications.
- JEL Code
- E21 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Consumption, Saving, Wealth
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
- 17 December 2019
- WORKING PAPER SERIES - No. 2343Details
- Abstract
- This study extends a thick modelling tool for aggregated euro area real private consumption of de Bondt et al. (2019) to the four largest euro area countries. The suite of error correction models performs well in and out of sample. The ranges and averages of estimated elasticities are, however, sensitive to the exact model specification. We also show that decomposing disposable income into labour, property and transfer income is essential for understanding and forecasting consumption. Finally, substantial crosscountry heterogeneity in marginal propensities to consume out of income and wealth components calls for caution when interpreting aggregate euro area developments.
- JEL Code
- C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
D12 : Microeconomics→Household Behavior and Family Economics→Consumer Economics: Empirical Analysis
E21 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Consumption, Saving, Wealth
E27 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Forecasting and Simulation: Models and Applications
- 22 November 2018
- WORKING PAPER SERIES - No. 2205Details
- Abstract
- We estimate business cycle regime switching logit models for G7 countries to determine the effect of duration of the current business cycle phase and of foreign recessions on the likelihood that expansions and recessions come to an end. With respect to expansions in a G7 country, we find that the probability they end roughly doubles each time another G7 country falls into a recession. We also find that expansions in the US and Germany are duration dependent, i.e. are more likely to end as they grow older. This contrasts with other G7 countries where expansions are not duration dependent. With respect to recessions in a G7 country, we find that the likelihood of them coming to an end is not affected by other G7 countries’ recessions. We find duration dependence of recessions for all G7 countries, i.e. recessions that have gone on for a while are more likely to end.
- JEL Code
- E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
C41 : Mathematical and Quantitative Methods→Econometric and Statistical Methods: Special Topics→Duration Analysis, Optimal Timing Strategies
- 14 September 2018
- WORKING PAPER SERIES - No. 2175Details
- Abstract
- This paper develops Area-wide Leading Inflation CyclE (ALICE) indicators for euro area headline and core inflation with an aim to provide early signals about turning points in the respective inflation cycle. The series included in the two composite leading indicators are carefully selected from around 160 candidate leading series using a general-to-specific selection process. The headline ALICE includes nine leading series and has a lead time of 3 months while the core ALICE consists of seven series and leads the reference cycle by 4 months. The lead times of the indicators increase to 5 and 9 months, respectively, based on a subset of the selected leading series with longer leading properties. Both indicators identify main turning points in the inflation cycle ex post and perform well in a simulated real-time exercise over the period from 2010 to the beginning of 2018. They also have performed well in forecasting the direction of inflation. In terms of the quantitative forecast accurracy, the headline ALICE has on average performed broadly similarly to the Euro Zone Barometer survey, slightly worse than the Eurosystem/ECB Staff macroeconomic projections and better than the Random Walk model, albeit this is not the case for the core ALICE.
- JEL Code
- C32 : Mathematical and Quantitative Methods→Multiple or Simultaneous Equation Models, Multiple Variables→Time-Series Models, Dynamic Quantile Regressions, Dynamic Treatment Effect Models, Diffusion Processes
C52 : Mathematical and Quantitative Methods→Econometric Modeling→Model Evaluation, Validation, and Selection
C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E31 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Price Level, Inflation, Deflation
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
- 21 December 2017
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 8, 2017
- 9 December 2014
- STATISTICS PAPER SERIES - No. 6Details
- Abstract
- This paper models industrial new orders across European Union (EU) Member States for various breakdowns. A common modelling framework exploits both soft data (business opinion surveys) and hard data (industrial turnover). The estimates show for about 200 cases that the model determinants significantly help in explaining monthly growth rates for new orders. An alternative estimation method, different model specifications and out-of-sample and real-time forecasting all show that the model results are robust. We present real-time outcomes of a European Central Bank (ECB) indicator on industrial new orders at an aggregated euro area level. This indicator is largely based on national new orders data and on estimates yielded by the model for those countries that no longer report new orders at the national level. Finally, we demonstrate the leading nature of the ECB indicator on euro area new orders in relation to industrial production.
- JEL Code
- C22 : Mathematical and Quantitative Methods→Single Equation Models, Single Variables→Time-Series Models, Dynamic Quantile Regressions, Dynamic Treatment Effect Models &bull Diffusion Processes
C52 : Mathematical and Quantitative Methods→Econometric Modeling→Model Evaluation, Validation, and Selection
E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
Annexes- 9 December 2014
- ANNEX
- 26 June 2013
- OCCASIONAL PAPER SERIES - No. 149Details
- Abstract
- Following the discontinuation of the official statistics on industrial new orders by Eurostat in mid-2012, this paper introduces the ECB indicator on euro area industrial new orders, which aims to fill the new statistical gaps for euro area total new orders as well as for various breakdowns. Despite the discontinuation of the data collection at European level, a large number of euro area countries are expected to continue with the data collection nationally. For those countries which have discontinued the collection of national data, model-estimates are used in calculating the ECB indicator on euro area industrial new orders. New orders are modelled across EU countries using "soft" data (business opinion surveys) as well as "hard" data (industrial turnover) and applying a common modelling framework. The model determinants significantly explain the monthly growth rates in new orders across approximately 200 estimated equations. Various tests show that the estimates are robust. This paper demonstrates that, besides the leading information content of industrial new orders for euro area industrial production, the monitoring of the ECB indicator on new orders is useful for cross-checking developments in industrial production in real time.
- JEL Code
- C22 : Mathematical and Quantitative Methods→Single Equation Models, Single Variables→Time-Series Models, Dynamic Quantile Regressions, Dynamic Treatment Effect Models &bull Diffusion Processes
C52 : Mathematical and Quantitative Methods→Econometric Modeling→Model Evaluation, Validation, and Selection
E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
- 27 May 2011
- WORKING PAPER SERIES - No. 1343Details
- Abstract
- This paper examines the out-of-sample forecast performance of sectoral stock market indicators for real GDP, private consumption and investment growth up to 4 quarters ahead in the US and the euro area. Our findings are that the predictive content of sectoral stock market indicators: i) is potentially strong, particularly for the financial sector, and is stronger than that of financial spreads; ii) varies over time, with a substantial improvement after 1999 for the euro area; iii) is stronger for investment than for private consumption; and iv) is stronger in the euro area than in the United States.
- JEL Code
- C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
G12 : Financial Economics→General Financial Markets→Asset Pricing, Trading Volume, Bond Interest Rates
- 22 September 2010
- WORKING PAPER SERIES - No. 1246Details
- Abstract
- This study develops a new monthly euro Area-wide Leading Indicator (ALI) for the euro area business cycle. It derives the composite ALI by applying a deviation cycle methodology with a one-sided band pass filter and choosing nine leading series. Our main findings are that i) the applied monthly reference business cycle indicator (BCI) derived from industrial production excluding construction is close to identical to the real GDP cycle, ii) the ALI reliably leads the BCI by 6 months and iii) the longer leading components of the ALI are good predictors of the ALI and therefore the BCI up to almost a year ahead and satisfactory predictors by up to 2 years ahead. A real-time analysis for predicting the euro business cycle during the 2008/2009 recession and following recovery confirms these findings.
- JEL Code
- E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
- 20 May 2010
- WORKING PAPER SERIES - No. 1190Details
- Abstract
- This paper empirically models China’s stock prices using conventional fundamentals: corporate earnings, risk-free interest rate, and a proxy for equity risk premium. It uses the estimated longrun stock price misalignments to date booms and busts, and analyses equity market reforms and excess liquidity as potential drivers of these stock price misalignments. Our results show that China’s equity prices can be reasonable well modelled using fundamentals, but that various booms and busts can be identified. Policy actions, either taking the form of deposit rate changes, equity market reforms or excess liquidity, seem to have significantly contributed to these misalignments.
- JEL Code
- G12 : Financial Economics→General Financial Markets→Asset Pricing, Trading Volume, Bond Interest Rates
G18 : Financial Economics→General Financial Markets→Government Policy and Regulation
- 26 February 2010
- WORKING PAPER SERIES - No. 1160Details
- Abstract
- This study examines empirically the information content of the euro area Bank Lending Survey for aggregate credit and output growth. The responses of the lending survey, especially those related to loans to enterprises, are a significant leading indicator for euro area bank credit and real GDP growth. Notwithstanding the short history of the survey, the findings are robust across various specifications, including
- JEL Code
- C23 : Mathematical and Quantitative Methods→Single Equation Models, Single Variables→Panel Data Models, Spatio-temporal Models
E32 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Business Fluctuations, Cycles
E51 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Money Supply, Credit, Money Multipliers
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G28 : Financial Economics→Financial Institutions and Services→Government Policy and Regulation
- 3 September 2009
- WORKING PAPER SERIES - No. 1086Details
- Abstract
- This study presents empirical evidence on the long-run motives for holding euro area money by focusing on the role of equity and labour markets. Equity positively affects money demand through wealth effects, as equities are a significant store of household wealth and thus part of a financial transaction motive. Negative substitution effects through the expected return on equity reflect a speculative motive from the equity market. A precautionary motive from the labour market is captured by the annual change in the unemployment rate. The main conclusion is that equity and labour markets do matter for money. All three new elements, in particular housing and financial wealth, have been found statistically and economically significant in explaining M3 since 1983. These findings are robust across different proxies for the augmented motives and a shorter sample period starting in 1994.
- JEL Code
- E41 : Macroeconomics and Monetary Economics→Money and Interest Rates→Demand for Money
G11 : Financial Economics→General Financial Markets→Portfolio Choice, Investment Decisions
C32 : Mathematical and Quantitative Methods→Multiple or Simultaneous Equation Models, Multiple Variables→Time-Series Models, Dynamic Quantile Regressions, Dynamic Treatment Effect Models, Diffusion Processes
- 4 October 2005
- OCCASIONAL PAPER SERIES - No. 37Details
- Abstract
- For central banks, the monitoring of financing conditions plays a pivotal role in assessing the actual transmission of monetary policy impulses to borrowers. This paper presents in detail some of the indicators and data used by the ECB to assess financing conditions in the euro area. It also shows how these indicators have been used to provide a broad assessment of developments in financing conditions in the euro area in recent years. The ECB's analysis of financing conditions is dynamic and seeks to reflect underlying changes in the euro area's financial structure.
- JEL Code
- G20 : Financial Economics→Financial Institutions and Services→General
G30 : Financial Economics→Corporate Finance and Governance→General
E40 : Macroeconomics and Monetary Economics→Money and Interest Rates→General
- 9 September 2005
- WORKING PAPER SERIES - No. 518Details
- Abstract
- This paper analyses the pricing of bank loans and deposits in euro area countries. We show that retail bank interest rates adjust not only to changes in short term interest rates but also to long-term interest rates. This result, which is arguably intuitive for long-term retail bank rates, is also confirmed for bank interest rates on short-term instruments. The transmission of changes in short-term market interest rates along the yield curve is found to be a key factor explaining the sluggishness of retail bank interest rates. We also show that in the cases where we cannot reject that the adjustment of retail rates has changed since the introduction of the euro, this adjustment has become faster.
- JEL Code
- E43 : Macroeconomics and Monetary Economics→Money and Interest Rates→Interest Rates: Determination, Term Structure, and Effects
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
- 11 February 2005
- OCCASIONAL PAPER SERIES - No. 23Details
- Abstract
- This occasional paper explains why the bank lending survey was developed by the ECB and describes its main features. It discusses the importance of credit developments for both the economy and the functioning of monetary policy, and further clarifies why the survey was introduced. Furthermore, the paper demonstrates that the value added of implementing a bank lending survey for the euro area lies in particular in the way it provides greater insight into developments in credit standards, non-interest rate credit conditions and terms, the risk perception of banks and the willingness of banks to lend. Credit standards are the internal guidelines or criteria of a bank which reflect the bank
- JEL Code
- E43 : Macroeconomics and Monetary Economics→Money and Interest Rates→Interest Rates: Determination, Term Structure, and Effects
E51 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Money Supply, Credit, Money Multipliers
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
- 27 February 2004
- WORKING PAPER SERIES - No. 313Details
- Abstract
- This study empirically examines the development of the high-yield segment of the corporate bond market in the United States, as a pioneer country, and the United Kingdom and the euro area, as later adopting countries. Estimated diffusion models show for the United States a significant pioneer influence factor and autonomous speed of diffusion. The latter is found to be higher in Europe than in the United States as also macroeconomic factors are considered. The high-yield bond diffusion pattern is significantly affected by financing need variables, e.g. leverage buy-outs, mergers and acquisitions, and industrial production growth, and return or financing cost variables, e.g. stock market return and the spread between the yield on speculative-grade and BBB-rated investment-grade bonds. These findings suggest that the diffusion of new financial products depends on the macroeconomic environment and can be quickly in case of the diffusion from a pioneer country to later adopting countries.
- JEL Code
- G32 : Financial Economics→Corporate Finance and Governance→Financing Policy, Financial Risk and Risk Management, Capital and Ownership Structure, Value of Firms, Goodwill
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
- 1 August 2002
- WORKING PAPER SERIES - No. 164Details
- Abstract
- A striking development in the euro area financial markets since 1999 was the rapid growth of the corporate debt securities market. This paper offers a first empirical examination of this market since the introduction of the euro using macroeconomic data. It is shown that corporate debt issuance is positively correlated with mergers and acquisitions and with industrial production, taken as a proxy of investment expenditures or working capital. Substitution with other sources of finance is shown to be related to cost differentials. The timing and size of these explanatory factors of corporate debt securities issuance differ across maturity. The empirical findings also show that corporate bond spreads lag short-term interest rates and lead real economic activity. All this suggests that the euro area corporate bond market, though still young, is informative for monetary policy and may develop into a significant link in the euro area monetary policy transmission process.
- JEL Code
- G32 : Financial Economics→Corporate Finance and Governance→Financing Policy, Financial Risk and Risk Management, Capital and Ownership Structure, Value of Firms, Goodwill
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
- 1 April 2002
- WORKING PAPER SERIES - No. 136Details
- Abstract
- This paper presents an error-correction model of the interest rate pass-through process based on a marginal cost pricing framework including switching and asymmetric information costs. Estimation results for the euro area suggest that the proportion of the pass-through of changes in market interest rates to bank deposit and lending rates within one month is at its highest around 50%. The interest rate pass-through is higher in the long term and notably for bank lending rates close to 100%. Moreover, a cointegration relation exists between retail bank and comparable market interest rates. Robustness checks, consisting of impulse responses based on VAR models and results for a sub-sample starting in January 1999, show qualitatively similar findings. However, the sub-sample results are supportive of a quicker pass-through process since the introduction of the euro.
- JEL Code
- E43 : Macroeconomics and Monetary Economics→Money and Interest Rates→Interest Rates: Determination, Term Structure, and Effects
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages