Bottom-up or Direct? Forecasting German GDP in a Data-rich Environment
Katja Drechsel, Rolf Scheufele
Abstract
This paper presents a method to conduct early estimates of GDP growth in Germany. We employ MIDAS regressions to circumvent the mixed frequency problem and use pooling techniques to summarize efficiently the information content of the various indicators. More specifically, we investigate whether it is better to disaggregate GDP (either via total value added of each sector or by the expenditure side) or whether a direct approach is more appropriate when it comes to forecasting GDP growth. Our approach combines a large set of monthly and quarterly coincident and leading indicators and takes into account the respective publication delay. In a simulated out-of-sample experiment we evaluate the different modelling strategies conditional on the given state of information and depending on the model averaging technique. The proposed approach is computationally simple and can be easily implemented as a nowcasting tool. Finally, this method also allows retracing the driving forces of the forecast and hence enables the interpretability of the forecast outcome.
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How to Create a New Holiday Destination? An Evaluation of Local Public Investment for Supporting Tourism Industry
Albrecht Kauffmann, Martin T. W. Rosenfeld
Quantitative Methods in Tourism Economics,
2013
Abstract
Since the 1990s tourism has been one major area in Saxony where new local public infrastructure has been created. The question is whether this newly-built tourism infrastructure has been able to change the path of economic development in those municipalities where the investment has occurred. Is it possible to activate the tourism industry with the help of public investment at locations that are completely new to the tourism industry? The econometric estimations and a survey of businesses in the field of tourism make it clear that the new tourist infrastructure really did have a positive effect on local employment – but not everywhere and not in every case. Tourist infrastructure will only have a major positive impact on economic development if a municipality already has a “track record” of being a tourist destination and is well-equipped with the relevant complementary factors for tourist activities and the “primary features” of tourist destinations – History matters!
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Cooperation Events, Ego-Network Characteristics and Firm Innovativeness – Empirical Evidence from the German Laser Industry
Muhamed Kudic, Katja Guhr
IWH Discussion Papers,
No. 6,
2013
Abstract
We study how firm innovativeness is related to individual cooperation events and the structure and dynamics of firms’ ego-networks employing a unique panel dataset for the full population of 233 German laser source manufactures between 1990 and 2010. Firm innovativeness is measured by yearly patent applications as well as patent grants with a two year time-lag. Network measures are calculated on the basis of 570 knowledge-related publicly funded R&D alliances. Estimation results from a panel data count model with fixed effects are suggestive of direct innovation effects due to individual cooperation events, but only as long as structural ego-network characteristics are neglected. Innovativeness is robustly related to ego-network size and ego-network brokerage whereas ego-network density reveals some surprising results.
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Gauging the Effects of Fiscal Stimulus Packages in the Euro Area
Mathias Trabandt, Roland Straub, Günter Coenen
Journal of Economic Dynamics and Control,
No. 2,
2013
Abstract
We seek to quantify the impact on euro area GDP of the European Economic Recovery Plan (EERP) enacted in response to the financial crisis of 2008–2009. To do so, we estimate an extended version of the ECB's New Area-Wide Model with a richly specified fiscal sector. The estimation results point to the existence of important complementarities between private and government consumption and, to a lesser extent, between private and public capital. We first examine the implied present-value multipliers for seven distinct fiscal instruments and show that the estimated complementarities result in fiscal multipliers larger than one for government consumption and investment. We highlight the importance of monetary accommodation for these findings. We then show that the EERP, if implemented as initially enacted, had a sizeable, although short-lived impact on euro area GDP. Since the EERP comprised both revenue and expenditure-based fiscal stimulus measures, the total multiplier is below unity.
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Vertical Grants and Local Public Efficiency
Ivo Bischoff, Peter Bönisch, Peter Haug, Annette Illy
Abstract
This paper analyses the impact of vertical grants on local public sector efficiency. First, we develop a theoretical model in which the bureaucrat sets the tax price while voters choose the quantity of public services. In this model, grants reduce efficiency if voters do not misinterpret the amount of vertical grants the local bureaucrats receive. If voters suffer from fiscal illusion, i.e. overestimate the amount of grants, our model yields an ambiguous effect of grants on efficiency. Second, we use the model to launch a note of caution concerning the inference that can be drawn from the existing cross-sectional studies in this field: Taking into account vertical financial equalization systems that reduce differences in fiscal capacity, empirical studies based on cross-sectional data may yield a positive relationship between grants and efficiency even when the underlying causal effect is negative. Third, we perform an empirical analysis for the German state of Saxony-Anhalt, which has implemented such a fiscal equalization system. We find a positive relationship between grants and efficiency. Our analysis shows that a careful reassessment of existing empirical evidence with regard to this issue seems necessary.
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Grant Dependence, Regulation and the Effects of Formula-based Grant Systems on German Local Governments: A Data Report for Saxony-Anhalt
Peter Haug
IWH Discussion Papers,
No. 2,
2013
Abstract
Recent empirical studies have found – seemingly − efficiency-enhancing effects of vertical grants on local public service provision. The main purpose of this paper is to prepare an elaborate theoretical and empirical analysis of these contradictory results. Therefore, it investigates if certain fiscal and institutional conditions (fiscal stress, fiscal rank-preserving vertical grant systems, input- and output regulation), that might help to explain these empirical findings, are characteristic of at least some parts of the local government sector or certain regions. The German state of Saxony-Anhalt is chosen for case study purposes. The main results are: First, the local governments suffer from severe fiscal problems such as high grant dependency, low tax revenues and the prevalent inability to finance investments by own resources. Second, the output- and input-regulation density of certain mandatory municipal services (schools, childcare facilities, fire protection) is high. Finally, the most important vertical grant category for local governments, the formula-based grants (“Schlüsselzuweisungen”), can be described as mainly exogenous, unconditional block grants that in most cases preserve the relative fiscal position of the grant recipients.
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Bottom-up or Direct? Forecasting German GDP in a Data-rich Environment
Katja Drechsel, Rolf Scheufele
Abstract
This paper presents a method to conduct early estimates of GDP growth in Germany. We employ MIDAS regressions to circumvent the mixed frequency problem and use pooling techniques to summarize efficiently the information content of the various indicators. More specifically, we investigate whether it is better to disaggregate GDP (either via total value added of each sector or by the expenditure side) or whether a direct approach is more appropriate when it comes to forecasting GDP growth. Our approach combines a large set of monthly and quarterly coincident and leading indicators and takes into account the respective publication delay.
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Federal grants for local development to stop economic decline? – Lessons from Germany
Peter Haug, Martin T. W. Rosenfeld
Consequences of the International Crisis for European SMEs – Vulnerability and resilience. Routledge Studies in the European Economy, Routledge,
2012
Abstract
Der Beitrag untersucht - theoretisch und empirisch - die Angebotseffekte der öffentlichen Investitionen, die im Rahmen des im Jahr 2009 gestarteten „Konjunkturpakets II“ (genauer: das darin enthaltene sog. „Zukunftsinvestitionsgesetz“) gefördert wurden. Im theoretischen Teil des Beitrags werden die verzerrenden Effekte von Investitionszuweisungen auf die Bereitstellung von öffentlichen Kapital und die örtliche Wirtschaftsentwicklung behandelt. Entsprechend der theoretischen Literatur zur effizienten Bereitstellung von öffentlichen Gütern, zu öffentlichen Vorleistungsgütern und Wachstum haben zweckgebundene Investitionszuweisungen diverse negative allokative Effekte: Erstens führen sie zu einer Verzerrung der relativen Faktorpreise für die Kommune, was wiederum übermäßig große Bestände an öffentlichem Kapital und eine Pareto-ineffiziente Bereitstellung von öffentlichen Gütern begünstigt. Zweitens können langfristig wachstumsfördernde Wirkungen durch schuldenfinanzierte öffentliche Investitionen nur für öffentliche Vorleistungsgüter erwartet werden, die entweder die Produktivität des privater Unternehmen direkt steigern oder indirekt über eine Steigerung der Faktorproduktivität wirken, vor allem über eine Erhöhung des Bestandes an Humankapital. Im empirischen Teil konnten trotz des jüngsten Anstiegs der kommunalen Investitionen mittels Regressionsanalyse kein Zusammenhang mit den gewährten KPII-Mitteln für Sachsen belegt werden. Weiterhin erwiesen sich die Finanzkraft der sächsischen Kommunen und die Höhe der erhaltenen KPII-Zuweisungen als voneinander unabhängig. Insgesamt können aufgrund der Konzentration der Fördermittel auf öffentliche Konsumgüter anstelle von öffentlichen Vorleistungsgütern nur marginale Wachstumseffekte von den geförderten Investitionen für die Zukunft erwartet werden.
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Stale Information, Shocks, and Volatility
Reint E. Gropp, A. Kadareja
Journal of Money, Credit and Banking,
No. 6,
2012
Abstract
We propose a new approach to measuring the effect of unobservable private information on volatility. Using intraday data, we estimate the effect of a well-identified shock on the volatility of stock returns of European banks as a function of the quality of public information available about the banks. We hypothesize that as publicly available information becomes stale, volatility effects and its persistence increase, as private information of investors becomes more important. We find strong support for this idea in the data. We further show that stock volatility is higher just before important announcements if information is stale.
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