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Venture capital and the innovative power of a state : econometric study including Google data
(2015)
This article focuses on venture capital investments and the innovative power of a state defined by its public infrastructure. The economic implications are evaluated by estimating several panel regression models. The novelty is twofold: on the one hand the research approach and on the other hand the new data set. The data ranges from 1995 to 2014 and consists of 10 European countries plus the US and Canada. For the first time we include Google search data on Venture Capital. The results show a significant increase in Venture Capital is mainly determined by economic conditions such as real GDP growth. The impact of the innovative power of a state is not significant. We find that Google data is positively related and significant in respect to Venture Capital investments too. Consequently, we confirm that private business investments cannot be created by government policy alone rather via solid macroeconomic conditions.
This article studies the effects of reverse factoring in a supply chain when the buyer company facilitates its lower short-term borrowing rates to the supplier corporation in return for extended payment terms. We explore the role of interest rate changes, rating changes, and the business cycle position on the cost and benefit trade-off from a supplier perspective. We utilize a combined empirical approach consisting of an event study in Step 1 and a simulation model in Step 2. The event study identifies the quantitative magnitude of central bank decisions and rating changes on the interest rate differential. The simulation computes with a rolling-window methodology the daily cost and benefits of reverse factoring from 2010 to 2018 under the assumption of the efficient market hypothesis. Our major finding is that changes of crucial financial variables such as interest rates, ratings, or news alerts will turn former win-win into win-lose situations for the supplier contingent to the business cycle. Overall, our results exhibit sophisticated trade-offs under reverse factoring and consequently require a careful evaluation in managerial decisions.
This paper studies the power of online search intensity metrics, measured by Google, for examining and forecasting exchange rates. We use panel data consisting of quarterly time series from 2004 to 2018 and ten international countries with the highest currency trading volume. Newly, we include various Google search intensity metrics to our panel data. We find that online search improves the overall econometric models and fits. First, four out of ten search variables are robustly significant at one percent and enhance the macroeconomic exchange rate models. Second, country regressions corroborate the panel results, yet the predictive power of search intensity with regard to exchange rates vary by country. Third, we find higher prediction performance for our exchange rate models with search intensity, particularly in regard to the direction of the exchange rate. Overall, our approach reveals a value-added of search intensity in exchange rate models.
Whither the german council of economic experts? The past and future of public economic advice
(2014)
The article discusses the development and impact of the German Council of Economic Experts (GCEE). Firstly, the author studies the historical origins and the institutional setup of the GCEE. In the second step, an analyse of the impact of the annual reports of the German Council is given, along with the international comparison with other advisory boards. Finally, the paper discusses the current economic challenges and the need of modernization of the GCEE in special and political advisory boards in general.
This paper is a brief review on the book ‘Capital in the Twenty-First Century’ by the French scholar Thomas Piketty. The book has started a new debate about inequality and capital taxation in Europe. It provides interesting empirical facts and develops a theory of the functioning of capitalist economies. However, I personally think the book is less convincing than recognized in the public debate. The demonstrated theory of economic growth in the book is elusive and lacks a psychological and behavioral underpinning. In fact, I do think that the increasing inequality and economic divergence are caused by capitalism but the psychological and behavioral aspects of humans are of similar or greater significance. Therefore, Piketty’s argument does not stimulate an open and scientifically founded debate in all aspects.
This paper examines the relationship of asset Price determination via Google data. To capture this relation, I create a model and estimate several time series’ regressions. I use weekly data from 2004 to 2010 from 30 international banks. To my knowledge this is the first study which differentiates between Google’s search volume and Google’s search clicks. I show that asset prices are positively related to the rate of change in Google’s search volume, trading volume and the level of Google search clicks. Secondly, I demonstrate that the absolute level of Google’s search volume and Google’s search clicks
behave differently regarding the asset price dynamics. Google’s search volume, which measures long-run searches, is negatively related while Google’s search clicks have a positive relationship to asset prices. Hence, Google’s data offer new insights on both measuring attention and pricing financial assets.
This paper develops a new governance scheme for a stable and lasting European Monetary Union (EMU). I demonstrate that existing economic governance is based on flawed incentives especially due to insufficient macroeconomic coordination, failures of institutional enforcement and animal spirit in financial markets. All this caused the European sovereign debt crisis in 2010. Consequently, the EMU crisis is not a conundrum at all rather a failure of national and supranational governance. To tackle this problem, I propose a return to flexible but compulsory rules driven by market forces. The new governance principles shall promote the compliance and effective enforcement of rules.
Applied mathematical theory for monetary-fiscal interaction in a supranational monetary union
(2014)
I utilize a differentiable dynamical system á la Lotka-Voletrra and explain monetary and fiscal interaction in a supranational monetary union. The paper demonstrates an applied mathematical approach that provides useful insights about the interaction mechanisms in theoretical economics in general and a monetary union in particular. I find that a common central bank is necessary but not sufficient to tackle the new interaction problems in a supranational monetary union, such as the free-riding behaviour of fiscal policies. Moreover, I show that upranational institutions, rules or laws are essential to mitigate violations of decentralized fiscal policies.
Die Finanzkrise lies Europa und die Welt erzittern - die Staatsverschuldungskriese wurde zur Zerreißprobe für die Eurozone. Inzwischen hat sich die Situation wieder stabilisiert, doch nun steht die Eurozone vor der Herausforderung, einen Reform-Prozess anzustoßen, der das Überleben des Euros auf lange Sicht sichern soll.
This paper provides new evidence on the formation and anchoring of inflation expectations. I conduct a game experiment and analyze the adjustment as well as the impact of credible targets on expectations. In addition, I evaluate the idiosyncratic determinants on the formation of expectations. The analysis reveals six results: First, I find evidence that long-term inflation expectations are firmly anchored to a credible target. Second, a temporary deviation due to unexpected monetary policy might trigger a decline in credibility, and third a de-anchoring of expectations due to uncertainty. Fourth, I find that people change their expectations little if a credible target exists. Fifth, expectations exhibit a large degree of time-variance only in environments without a target. Sixth, the dynamic adjustment to an ‘incomplete’ equilibrium, which is theoretically unstable, is nevertheless rapid and persistent in case of credible targets. All in all, I demonstrate a unique game setup with contributions to both experimental and monetary economics.
A major lesson of the recent financial crisis is that money market freezes have major macroeconomic implications. This paper develops a tractable model in which we analyze the microeconomic and macroeconomic implications of a systemic banking crisis. In particular, we consider how the systemic crisis affects the optimal allocation of funding for businesses. We show that a central bank should reduce the interest rate to manage a systemic shock and hence smooth the macroeconomic consequences. Moreover, the analysis offers insight on the rational of bank behavior and the role of markets in a systemic crisis. We find that the failure to adopt the optimal policy can lead to economic fragility.
Usually financial crises go along with bubbles in asset prices, such as the housing bubble in the US in 2007. This paper attempts to build a mathematical model of financial bubbles from an econophysics, and thus a new perspective. I find that agents identify bubbles only with a time delay. Furthermore, I demonstrate that the detection of bubbles is different on either the individual or collective point of view. Second, I utilize the findings for a new definition of asset bubbles in finance. Finally, I extend the model to the study of asset price dynamics with news. In conclusion, the model provides unique insights into the properties and developments of financial bubbles.
The paper designs a quantum model of decision-making (QMDM) that utilizes neuroscientific evidence. The new model provides both normative and positive implications to economics. First, it enhances the study of decision-making which is an extension of the expected utility theory (EUT) in mathematical economics. Second, we demonstrate how the quantum model mitigates drawbacks of the expected utility theory of today.
This paper analyzes governance mechanisms for different group sizes. The European sovereign debt crisis has demonstrated the need of efficient governance for different group sizes. I find that self-governance only works for sufficiently homogenous and small neighbourhoods. Second, as long as the union expands, the effect of credible self-governance decreases. Third, spill-over effects amplify the size effect. Fourth, I show that sufficiently large monetary unions, are better off with costly but external governance or a free market mechanism. Finally, intermediate-size unions are most difficult to govern efficiently.
This paper develops a linear and tractable model of financial bubbles. I demonstrate the application of the linear model and study the root causes of financial bubbles. Moreover, I derive leading properties of bubbles. This model enables investors and regulators to react to market dynamics in a timely manner. In conclusion, the linear model is helpful for the empirical verification and detection of financial bubbles.
This paper examines the determinants of Google search in the banking area. The weekly Google data from 2004 to 2013 used for this study consists of the 30 largest banks, the Federal Reserve, and the European Central Bank. To my knowledge, this is the first study on the determinants of Google data. Firstly the paper shows that Google searches are correlated with several performance variables and market data, such as asset prices and trading volume. Secondly it demonstrates that banks´ internal performance data has a major influence whereas market data is rather insignificant. Moreover it is shown that Google search for central banks is largely determined by the level of interest rates as well as the inflation and output gap. This is evidence that central bank attention is primarily driven by the policy targets. Accordingly Google data can be applied to analyze the timely impact of monetary policy.
This paper is a review about the book "Stress Test: Reflections on Financial Crises" by Timothy Geithner. The book mainly discusses the policy decisions and implications of T. Geithner during his job as New York FED president and US-Treasury secretary under president Obama. The book reveals some hidden information about the decision-making process in both institutions. But it lacks a scientific foundation in order to explain the financial crisis in more detail. Hence, I think the book is less convincing than recognized in public. No doubt, Geithner crisis response deserves appreciation especially the "Stress Test". However, the overall book does not demonstrate that the response is sustainable in the long run and scientifically sound. Consequently, it is more a book on public policy and governance than economics.
This paper establishes a unique linkage between economic and sociological theories. I study the root causes of the euro crisis from both perspectives. I find that resolving the euro crisis requires economic and sociological insights, particularly in respect to the design of European institutions, rules, and regulations. I develop a new paradigm in attempt to tackle the euro crisis. This paper demonstrates the importance of an interdisciplinary dialogue and how this may safeguard the future of the Economic and Monetary Union.
Die Krise des Euro hat gezeigt, dass die Währungsunion ohne gemeinsame Wirtschaftsunion unvollständig ist. Diese ist auch heute unrealistisch. Umso wichtiger ist es, die Solidität des Euro auf eine funktionsfähige Regelbindung zu gründen und aus der Wirtschafts- und Fiskalpolitik der Eurostaaten eine gemeinsame Stabilitätskultur zu entwickeln. Bodo Herzog entwirft dafür einen Weg in der Tradition der deutschen Ordnungspolitik: Eine regelgebundene Währungsunion, die auf einem besseren Regelwerk beruht, dessen Einhaltung gemeinsam, einheitlich und strikt beachtet wird.
The paper studies liquidity management in the banking sector at the zero lower bound implemented by central banks. The new era of monetary policy with interest rates at zero and quantitative easing programs raise questions about the effectiveness of central banking policy and their impact on the banking sector. I find that the zero lower bound reduces liquidity reserves of banks and thus creates less credit supply. The T-LTRO program, developed by the European Central Bank, has helped to tackle this problem. However, the recently expanded asset purchase program reveals the opposite effect. Hence, the recent liquidity provisions by central banks have put incentives rather on de-leveraging than bank lending.
This article analyses and compares the performance of regulators in the fields of finance and sport, especially cycling. I hypothesize that the courses of crises or scandals is the best time to study the lessons of regulatory response. First, I take into account the differences in both finance and cycling by looking at the nature of the rules and institutions governing the field. Second, I estimate the attention effect on new regulation in response to crises or scandals. The interest of the paper is in the alignment of incentives to prevent regulatory capture and to ensure accountability and enforceability. The paper concludes that the differences hold important lessons that call for the reform of rules and institutions governing finance and cycling alike.
This paper analyzes different government debt relief programs in the European Monetary Union. I build a model and study different options ranging from debt relief to the European Stability Mechanism (ESM). The analysis reveals the following: First, patient countries repay debt, while impatient countries more likely consume and default. Second, without ESM loans, indebted countries default anyway. Third, if the probability to be an impatient government is high, then the supply of loans is constrained. In general, sustainable and unsustainable governments should be incentivized differently especially in a supranational monetary union. Finally, I develop policy recommendations for the ongoing debate in the Eurozone.
This paper is a commentary on the book ‘Probability and stochastic processes’ from Ionut Florescu. The book is an excellent introduction to both probability theory and stochastic processes. It provides a comprehensive discussion of the main statistical concepts including the theorems and proofs. The introduction to probability theory is easy accessible and a perfect starting point for undergraduate students even with majors in other subjects than science, such as business or engineering. The book is also up-to-date because it includes programming code for simulations. However, the book has some weaknesses. It is less convincing in more advanced topics of stochastic theory and it does not include solutions to excises and recent research trends.
Die weiterhin hohen Schulden in einigen Staaten der Europäischen Wirtschafts- und Währungsunion lassen nach wie vor staatliche Insolvenzen befürchten. Um die entstandenen Probleme zu bewältigen, aber auch damit eine solche Situation erst gar nicht eintritt, hält der Autor eine staatliche Insovenzordnung – mit Bail-out durch die anderen Mitgliedstaaten nur in Notfällen – für erforderlich. Er schlägt einen staatlichen Abwicklungsmechanismus für überschuldete Euro-Länder vor, der auf einem Konzept des Sachverständigenrates für Wirtschaft von 2016 beruht.
The purpose of this paper is to study the impact of transparency on the political budget cycle (PBC) over time and across countries. So far, the literature on electoral cycles finds evidence that cycles depend on the stage of an economy. However, the author shows – for the first time – a reliance of the budget cycle on transparency. The author uses a new data set consisting of 99 developing and 34 Organization for Economic Cooperation and Development countries. First, the author develops a model and demonstrates that transparency mitigates the political cycles. Second, the author confirms the proposition through the econometric assessment. The author uses time series data from 1970 to 2014 and discovers smaller cycles in countries with higher transparency, especially G8 countries.
This article is a review of the book "Brain computation as hierarchical abstraction" by Dana H. Ballard published by MIT press in 2015. The book series computational neuroscience familiarizes the reader with the computational aspects of brain functions based on neuroscientific evidence. It provides an excellent introduction of the functioning, i.e. the structure, the network and the routines of the brain in our daily life. The final chapters even discuss behavioral elements such as decision-making, emotions and consciousness. These topics are of high relevance in other sciences such as economics and philosophy. Overall, Ballard’s book stimulates a scientifically well-founded debate and, more importantly, reveals the need of an interdisciplinary dialogue towards social sciences.
Die Lage der öffentlichen Haushalte ist aufgrund der Finanz- und Wirtschaftskrise seit geraumer Zeit angespannt. Bereits während des Bundestagswahlkampfs sowie nach dem Wahlsieg der christlich-liberalen Koalition im Jahr 2009 gab es eine hitzige Debatte über die Vereinbarkeit von Steuersenkungen und nachhaltigen öffentlichen Finanzen. Im vorliegenden Beitrag wird die Frage der Finanzierbarkeit von Steuererleichterungen durch zukünftiges Wirtschaftswachstum diskutiert. Auf Basis aktueller Daten und modelltheoretischer Simulationsberechnungen wird ein wirtschaftspolitisch gangbarer Weg zur Umsetzung des Koalitionsvertrages aufgezeigt.
This article studies the hidden blemishes of two benchmark rulings of the European Court of Justice (ECJ). In 2015 and 2018, the ECJ approved two unconventional monetary instruments, among others ‘Outright Monetary Transactions’ and the ‘Public Sector Purchase Program’. Yet, there is a vigorous debate about both monetary operations in law and economics. In this interdisciplinary article, we address law and economic arguments in order to elucidate insights to the legal community. In particular, we elaborate on the legal implications of a variety of concerning issues such as public policy interference, effect on wealth redistribution, erosion of democratic legitimacy and lack of effectiveness of monetary policy. These topics remain disregarded in the ECJ rulings. Consequently, the verdicts do not identify the economic boundaries of the European Central Bank’s mandate appropriately.
Das Weltwirtschaftswachstum der vergangenen Jahrzehnte war durch die Dynamik der Digitalisierung und Globalisierung in den Lieferketten geprägt. Die Corona-Pandemie hat die Abhängigkeit und Verletzlichkeit der Lieferketten offengelegt. Trotz einer Vielzahl verbindlicher Standards haben Unternehmen die Digitalisierung und Arbeitsteilung auch für regulatorische Arbitrage genutzt. Einerseits erhöht das die Effizienz der Wirtschaft - was mithin ökologische Ressourcen schont - andererseits werden damit internationale Standards konterkariert. Globalisierung und Digitalisierung sind Segen und Fluch zugleich.
In this paper, we examine the political gridlock in reforming the Economic and Monetary Union. We utilize a two–stage game with imperfect information in order to study the optimal sequencing. The main results are: first, optimal sequencing requires for incompliant Member States a default option in stage–two, which in principle is related to the today's fiscal architecture (EMU-I). Second, we show that compliant countries prefer a reform equilibrium today if and only if they have a free choice about the preferred fiscal architecture at the end — either EMU-II with binding European coordination or EMU-I related to Maastricht. Noteworthy, our sequencing approach works for any design of the EMU-II architecture.
The article studies a novel approach of inflation modeling in economics. We utilize a stochastic differential equation (SDE) of the form dXt=aXtdt+bXtdBtH, where dBtH is a fractional Brownian motion in order to model inflationary dynamics. Standard economic models do not capture the stochastic nature of inflation in the Eurozone. Thus, we develop a new stochastic approach and take into consideration fractional Brownian motions as well as Lévy processes. The benefits of those stochastic processes are the modeling of interdependence and jumps, which is equally confirmed by empirical inflation data. The article defines and introduces the rules for stochastic and fractional processes and elucidates the stochastic simulation output.
Resilienz und Stabilität? Weichenstellungen im Banken- und Finanzsystem in der Corona-Pandemie
(2020)
Seit der globalen Finanzkrise 2008/2009 hat es keine vergleichbare Herausforderung wie die Corona-Krise für das Finanz- und Bankensystem mehr gegeben.
Schwache Profitabilität, ungelöste Regulierungs-herausforderungen und steigende Konkurrenz im Digitalbereich stellen die Banken vor weitere Heraus-forderungen.
Die Stabilität des Finanzsystems und der Zugang zu den Finanzmärkten war während der Pandemie nicht gefährdet. Durch gemeinsame Bemühungen und bes-sere Bankenkapitalisierung ist das Finanzsystem heute widerstandsfähiger als zu Zeiten der Finanzkrise.
Sofern die Zuschüsse und Kredite im „Next Genera-tion EU“-Fund zielgerichtet für Strukturreformen und Zukunftsinvestitionen eingesetzt werden, dürfte dies einen Vertrauens- und Wachstumsimpuls darstellen.
Weitere Verbesserungen der Finanzstabilität, wie erhöhte Eigenkapitalunterlegungen, Regulierung von Schattenbanken oder Reformen im Bereich der Finanzaufsicht, sind jedoch von Nöten.
Since the global financial crisis of 2008/2009, there has been no challenge to the financial and banking system comparable to that during the Corona crisis.
Weak profitability, unresolved regulatory challenges and increasing competition in the digital sector pose further challenges for banks.
The stability of the financial system and access to financial markets was not at risk during the pandemic. Through joint efforts and better bank capitalisation, the financial system is now more resilient than during the financial crisis.
Provided that grants and loans in the “next generation EU” fund are well targeted for structural reforms and investments in the future, this should boost confi-dence and growth.
However, further improvements in financial stability, such as increased capital requirements, regulation of shadow banks or reforms in financial supervision, are needed.
This paper studies the impact of financial liquidity on the macro-economy. We extend a classic macroeconomic modeland compute numerical simulations. The model confirms that persistently low inflation can occur despite a high degreeof financial liquidity due to a reallocation of cash, normal and risk-free bonds. In that regard, our model uncovers anexplanation of a flat Phillips curve. Overall, our approach contributes to a rather disregarded matter in macroeconomictheory.
This article studies the current debate on Coronabonds and the idea of European public debt in the aftermath of the Corona pandemic. According to the EU-Treaty economic and fiscal policy remains in the sovereignty of Member States. Therefore, joint European debt instruments are risky and trigger moral hazard and free-riding in the Eurozone. We exhibit that a mixture of the principle of liability and control impairs the present fiscal architecture and destabilizes the Eurozone. We recommend that Member States ought to utilize either the existing fiscal architecture available or establish a political union with full sovereignty in Europe. This policy conclusion is supported by the PSPP-judgement of the Federal Constitutional Court of Germany on 5 May 2020. This ruling initiated a lively debate about the future of the Eurozone and Europe in general.
Das Urteil des Bundesverfassungsgerichts (BVerfG) vom 5. Mai 2020 ist Schlusspunkt und zugleich Neuanfang nach einer jahrelangen verfassungsrechtlichen und ökonomischen Auseinandersetzung. Im Prinzip geht es um die konstituierenden Prinzipien der Eurozone sowie das Mandat der Europäischen Zentralbank (EZB). Der EU-Vertrag charakterisiert die Leitplanken der Wirtschafts- und Währungsunion (WWU) im Spannungsfeld der Art. 119, 123 und 125 des Vertrags über die Arbeitsweise der Europäischen Union (AEUV). Mithin liegt die wirtschaftspolitische Souveränität – nach dem Prinzip Haftung und Kontrolle – allein bei den Mitgliedstaaten. Die Organe der Europäischen Union (EU) sowie der Gerichtshof der Europäischen Union (EuGH) legen diese Leitplanken gemäß dem Leitgedanken in Art. 1 des Vertrags über die Europäische Union (EUV) einer „ever closer union“ regelmäßig mit weitem Ermessen aus.
This paper models the political budget cycle with stochastic differential equations. The paper highlights the development of future volatility of the budget cycle. In fact, I confirm the proposition of a less volatile budget cycle in future. Moreover, I show that this trend is even amplified due to higher transparency. These findings are new evidence in the literature on electoral cycles. I calibrate a rigorous stochastic model on public deficit-to-GDP data for several countries from 1970 to 2012.
The European Economic and Monetary Union (EMU) has been in turmoil for more than six years. The present governance rules do not seem to solve the problems neither permanently nor effectively. There is no vision about the future of Europe in the 21st century. This article describes a realignment of the economic governance, which does not necessarily lead to a transfer or political union. However, it solves the current and future challenges. In fact, the redesign of present rules is the most likely as well as legally and economically option today. The key ideais the detachment from the compulsive idea of an ever closer union. However, this vision requires boldness towards greater flexibility together with an exit clause or a state insolvency procedure for incompliant member states.
The paper studies the reform package proposed by the European Commission on 6 December 2017. First, institutional and economic implications of the reform proposal are analysed. The paper finds that some proposals are beyond the present treaty provisions. For instance, the proposal of a fiscal capacity does not tackle the economic root causes without a supranational transfer mechanism. In fact, the proposed budget neutrality over the medium-term is unfeasible due to cross country heterogeneity in the Eurozone. At the end, the paper develops policy conclusions.
This article investigates the fundamental value of digital platforms, such as Facebook and Google. Despite the transformative nature of digital technologies, it is challenging to value digital services, given that the usage is free of charge. Applying the methodology of discrete choice experiments, we estimated the value of digital free goods. For the first time in the literature, we obtained data for the willingness-to-pay and willingness-to-accept, together with socio-economic variables. The customer´s valuation of free digital services is on average, for Google, 121 € per week and Facebook, 28 €.
This paper develops a new methodology in order to study the role of dynamic expectations. Neither reference-point theories nor feedback models are sufficient to describe human expectations in a dynamic market environment. We use an interdisciplinary approach and demonstrate that expectations of non-learning agents are time-invariant and isotropic. On the contrary, learning enhances expectations. We uncover the “yardstick of expectations” in order to assess the impact of market developments on expectations. For the first time in the literature, we reveal new insights about the motion of dynamic expectations. Finally, the model is suitable for an AI approach and has major implications on the behaviour of market participants.
Nach der Euro- und Wirtschaftskrise in den Jahren seit 2010 verzeichnet die Europäische Union (EU) derzeit einen soliden Wirtschaftsaufschwung in allen Mitgliedstaaten. Der Anteil Europas an der Weltwirtschaft beträgt rund 30 Prozent. Das europäische Wirtschaftswachstum ist 2018 mit 2,1 Prozent sogar größer als das in Deutschland mit 1,6 Prozent. Eine Analyse der Dauer von Aufschwungsphasen zeigt, dass Europa im Vergleich zur Weltwirtschaft sogar unerwarteter Spitzenreiter ist. Seit den 1970er-Jahren liegt die durchschnittliche Dauer eines europäischen Wirtschaftsaufschwungs bei über dreißig Quartalen; sie ist mithin deutlich höher als in den USA und Japan.
This article studies the renewed interest surrounding sustainable public finance and the topic of tax evasion as well as the new theory of information inattention. Extending a model of tax evasion with the notion of inattention reveals novel findings about policy instruments that can be used to mitigate tax evasion. We show that the attention parameters regarding tax rates, financial penalty schemes and income levels are as important as the level of the detection probability and the financial penalty incurred. Thus, our theory recommends the enhancement of sustainability in public policy, particularly in tax policy. Consequently, the paper contributes both to the academic and public policy debate.
This article explores the determinants of people’s growth prospects in survey data as well as the impact of the European recovery fund to future growth. The focus is on the aftermath of the Corona pandemic, which is a natural limit to the sample size. We use Eurobarometer survey data and macroeconomic variables, such as GDP, unemployment, public deficit, inflation, bond yields, and fiscal spending data. We estimate a variety of panel regression models and develop a new simulation-regression methodology due to limitation of the sample size. We find the major determinant of people’s growth prospect is domestic GDP per capita, while European fiscal aid does not significantly matter. In addition, we exhibit with the simulation-regression method novel scientific insights, significant outcomes, and a policy conclusion alike.
Die Debatte über die Zukunft der Europäischen Wirtschafts- und Währungsunion ist seit geraumer Zeit omnipräsent (Herzog und Hengstermann 2013). Mit der temporären Aussetzung der europäischen (nationalen) Schuldenregeln bis zum 31. Dezember 2022 ging abermals eine leidenschaftlich geführte Post-Covid-19-Reformdiskussion los. Zu den bisherigen Veränderungsnotwendigkeiten kommen nunmehr die geopolitischen Herausforderungen hinzu. Ist die Stabilität der Währungsunion in Gefahr?
The aim of this work is to establish and generalize a relationship between fractional partial differential equations (fPDEs) and stochastic differential equations (SDEs) to a wider class of stochastic processes, including fractional Brownian motions and sub-fractional Brownian motions with Hurst parameter H ∈ (1/2,1). We start by establishing the connection between a fPDE and SDE via the Feynman-Kac Theorem, which provides a stochastic representation of a general Cauchy problem. In hindsight, we extend this connection by assuming SDEs with fractional and sub-fractional Brownian motions and prove the generalized Feynman-Kac formulas under a (sub-)fractional Brownian motion. An application of the theorem demonstrates, as a by-product, the solution of a fractional integral, which has relevance in probability theory.
The aim of this article is to establish a stochastic search algorithm for neural networks based on the fractional stochastic processes {𝐵𝐻𝑡,𝑡≥0} with the Hurst parameter 𝐻∈(0,1). We define and discuss the properties of fractional stochastic processes, {𝐵𝐻𝑡,𝑡≥0}, which generalize a standard Brownian motion. Fractional stochastic processes capture useful yet different properties in order to simulate real-world phenomena. This approach provides new insights to stochastic gradient descent (SGD) algorithms in machine learning. We exhibit convergence properties for fractional stochastic processes.
The paper “focuses on the critique of economic rationality” (p. 2). The author analyses the work by Amartya Sen with a somewhat interdisciplinary approach. The author concludes that Sen has greatly shifted our paradigm of economic rationality. The nexus of ethics and economics as well as the two types of rationality (consistency versus optimization) are major contributions of Sen, according to the author. In a nutshell, Sen’s work is reconfiguring economic rationality until today.
This paper studies whether a monetary union can be managed solely by a rule based approach. The Five Presidents’ Report of the European Union rejects this idea. It suggests a centralisation of powers. We analyse the philosophy of policy rules from the vantage point of the German economic school of thought. There is evidence that a monetary union consisting of sovereign states is well organised by rules, together with the principle of subsidiarity. The root cause of the euro crisis is rather the weak enforcement of rules, compounded by structural problems. Therefore, we suggest a genuine rule-based paradigm for a stable future of the Economic and Monetary Union.
We investigate public debt sustainability in Europe and leading industrialised countries. The recent debate about the debt ceiling in the US and the sovereign debt crisis in Europe demonstrate the urgency of the topic. We measure debt sustainability of public finance with a standard and alternative methodology and compare both results. We use panel data of 205 OECD countries from 1970 to 2014. The paper finds unsustainable public debt levels for almost all countries in the past decades. Furthermore, given the low economic growth and demographic challenge ahead, debt levels may upsurge even more. There is a huge looming ‘debt meltdown’ on the horizon if countries do not change public policy soon.
Disziplinierung ohne politische Diskriminierung: warum es Marktkräfte in der Währungsunion bedarf!
(2019)
Die Reform der Währungsunion sollte folgende zwei Aspekte verknüpfen: einerseits die Übernahme einer stärkeren politischen Stabilitätsverantwortung und andererseits die Stärkung der Marktkräfte. Nur so kann das Prinzip von Eigenverantwortung und Haftung abgesichert werden. Zudem sollte die Politik im Euroraum einen Abwicklungsmechanismus für überschuldete Mitgliedsländer etablieren.
This article focuses on potential economic implications of a free trade agreement (FTA) between the European Union (EU) and the Indian Federation. The economic implications are evaluated by estimating an Extended gravity model for all existing FTAs with the Indian Federation. Moreover, we control for the trade contribution of EU member countries in our econometric model during the period from 1990 until 2008. The results show a significant increase in trade, if there is a free trade agreement between India and another country. Interestingly, we find that India has the largest positive impact from FTAs with more advanced economies. Thus, we reaffirm the potential benefits of trade relationships between the EU and India.
This paper studies the impact of governmental transparency on the political business cycle. The literature on electoral cycles finds evidence that cycles depend on the stage of the economy. However, we show a reliance of the cycle on transparency. We use data for G7 countries and compare it with less developed OECD countries. Our theory states that transparency reduces the political cycles due to peer pressure and by voting outs. We confirm the theory with an econometric assessment of 34 countries from 1970 to 2012. We discover smaller cycles in countries with a higher transparency, especially in G7-countries.
This white paper builds a new financial theory of euro area sovereign bond markets under stress. The theory explains the abnormal bond pricing and increasing spreads during the recent market turmoil. We find that the strong disconnect of bond spreads from the respective bonds’ underlying fundamental values in 2010 was triggered by an increase in asymmetric information and weak reputation of government policies. Both factors cause a normal bond market to switch into a crisis mode. Finally, those markets are prone to self-fulfilling bubbles in which the economic effects are amplified by herding behaviour arising from animal spirits. Altogether, this produces contagious effects and multiple equilibria. Thus, we argue that government bond markets in a monetary union are more fragile and vulnerable to liquidity and solvency crises. Consequently, the systemic mispricing of sovereign debt creates more macroeconomic instability and bubbles in the euro area than in a single country. In other words, financial markets are partly blind to national default risks in a currency union. Therefore, the current European institutional framework puts the wrong incentives in place and needs structural changes soon. To tackle the root causes we suggest more market incentives via consistent rules, pre-emptive austerity measures in good economic times, and a resolution scheme for heavily indebted countries. In summary, our paper enhances the bond market theory and provides new insights into the recent bond market turmoil in Europe.
This paper provides a quantitative approach to measuring the effectiveness of ambush marketing by using Google data. To our knowledge, it is one of the first studies that develop an empirical approach that directly measures the attention effect of ambush marketing in sports. The new data consists of 14 ambushers (treatment group) and 26 official sponsors (control group) and covers the time period of 2004 to 2012. These firms conducted marketing activities during the past football World Cups and European Championships. The innovation in our paper is the measurement method of attention by means of Google. The results are as follows: First ambush marketing increases product attention significantly. Second the product awareness of ambushers is greater or the same to that of official sponsors. Finally, we demonstrate that ambush marketing has positive impacts on the company's performance. Overall, we conclude that Google provide new insights for the analysis of ambush marketing.
This paper studies option pricing based on a reverse engineering (RE) approach. We utilize artificial intelligence in order to numerically compute the prices of options. The data consist of more than 5000 call- and put-options from the German stock market. First, we find that option pricing under reverse engineering obtains a smaller root mean square error to market prices. Second, we show that the reverse engineering model is reliant on training data. In general, the novel idea of reverse engineering is a rewarding direction for future research. It circumvents the limitations of finance theory, among others strong assumptions and numerical approximations under the Black–Scholes model.
Rational behavior is a standard assumption in science. Indeed, rationality is required for environmental action towards net-zero emissions or public health interventions during the SARS-CoV-2 pandemic. Yet, little is known about the elements of rationality. This paper explores a dualism of rationality comprised of optimality and consistency. By designing a new guessing game, we experimentally uncover and disentangle two building blocks of human rationality: the notions of optimality and consistency. We find evidence that rationality is largely associated to optimality and weakly to consistency. Remarkably, under uncertainty, rationality gradually shifts to a heuristic notion. Our findings provide insights to better understand human decision making.
Since 2000, Indian special economic zones were established with the intention to attract foreign direct investment. We present a first empirical assessment with new data from 1980 to 2010 and evaluate the outcome after 10 years. In general, our empirical results confirm that special economic zones attract FDI statistical significantly. Another finding of the study is that open economies with stable inflation attract more FDI than small and closed economies.