Nicola Branzoli, Fulvia Fringuellotti, The Effect of Bank Monitoring on Loan Repayment, In: -, No. -, 2018. (Working Paper)
We investigate the effect of bank monitoring on loan repayment. Using granular loan-level information from the Italian Credit Register, we build a novel measure of bank monitoring, which is based on bank requests for information on their existing borrowers. We perform a causal analysis, exploiting the Italy Regional Production Tax, IRAP, as a source of exogenus variation in bank monitoring. Our approach is supported by a theoretical model predicting that a decrease in the tax rate improves bank incentives to monitor borrowers. We find that an increase in the number of requests for information, as driven by a 1 percentage point decrease in the IRAP tax rate, reduces the probability of loan distress by 4 percentage points two quarters ahead. |
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Manthos Delis, Fulvia Fringuellotti, Steven Ongena, Credit and Income, In: CEPR Discussion Papers, No. 13468, 2019. (Working Paper)
Using a unique data set of business loan applications to a single bank from individuals who are majority owners of small firms, we study how bank credit origination or denial affects individuals' income. The bank cutoff rule based on the applicants' credit score creates a sharp discontinuity in the decision to originate loans or not. We show that loan origination increases recipients' income five years onward by more than 10% compared to denied applicants. The effect is more pronounced in rural and low-income areas. Our results suggest an important role for banks` credit decisions on the distribution of income. |
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Ugo Albertazzi, Fulvia Fringuellotti, Steven Ongena, Fixed rate versus adjustable rate mortgages: Evidence from Euro area banks, In: Bank of Italy Temi di Discussione, No. 1176, 2018. (Working Paper)
Why do some residential mortgages carry a fixed interest rate and others an adjustable rate? To answer this question we studied unique data from 103 banks belonging to 73 different banking groups across twelve countries in the euro area. To explain the large cross-country and time variations observed, we distinguished between the conditions that determine the local demand for credit and the characteristics of banks that supply credit. As bank funding mostly occurs at the group level, we disentangled these two sets of factors by comparing the outcomes observed for the same banking group across the different countries. Local demand conditions dominate. In particular we find that the share of new loans with a fixed rate is larger when: (1) the historical volatility of inflation is lower, (2) the correlation between unemployment and the short-term interest rate is higher, (3) households' financial literacy is lower, and (4) the use of local mortgages to back covered bonds and of mortgage-backed securities is more widespread. |
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Erich Walter Farkas, Fulvia Fringuellotti, Radu Tunaru, Capital Requirements with Model Risk, In: -, No. -, 2018. (Working Paper)
Model risk needs to be recognized and accounted for in addition to market risk. Uncertainty in risk measures estimates may lead to false security in financial markets. We argue that quantile type risk-measures are at least as good as expected shortfall. We demonstrate how a bank can choose among competing models for measuring market risk and account for model risk. Some BCBS capital requirements formula currently in effect leads to excessive capital buffers even on an unstressed basis. We highlight that the loss to society associated with the inefficient minimum capital requirements calculations is economically substantial over time. |
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Marco Ceccarelli, When Companies Use Their Wiggle Room, Which Investors Care?, In: Swiss Finance Institute Research Paper, No. 18-62, 2018. (Working Paper)
This paper investigates whether certain investors either prefer or dislike holding firms that exploit more of the available regulatory wiggle room and if such a strategy pays off. Exploited wiggle room (WR) is captured by relatively aggressive tax planning, financial reporting, and earnings management practices. I find that long-term, low-turnover investors hold firms with 3% higher exploited WR than those held by short-term, high- turnover investors. After experiencing misconduct that breaches their trust, investors significantly reduce the exploited WR of their holdings. Overall, investors seem to have heterogeneous preferences for WR exploitation and a liking for cautious firms that cannot be explained by a prot maximization motive alone. |
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Manthos Delis, Kathrin De Greiff, Steven Ongena, Being stranded on the carbon bubble? Climate policy risk and the pricing of bank loans, In: SFI Research Paper, No. 8-10, 2018. (Working Paper)
Does neglecting the possibility that fossil fuel reserves become “stranded” result in a "carbon bubble", i.e., an overvaluation of fossil fuel firms? To address this question, we study whether banks price the climate policy risk. We hand collect global data on corporate fossil fuel reserves, match it with syndicated loans, and subsequently compare the loan rate charged to fossil fuel firms-along their climate policy exposure-to non-fossil fuel firms. We find that before 2015 banks did not price climate policy risk. After 2015, however, the risk is priced, especially for firms holding more fossil fuel reserves. We also provide some evidence that "green banks" charge marginally higher loan rates to fossil fuel firms. |
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Marc Chesney, Carlos Vargas, What are You Waiting to Invest? Long-Term Investment in Grid-Connected Residential Solar Energy in California. A Real Options Analysis, In: SSRN, No. 3231984, 2018. (Working Paper)
The goal of this paper is to assess the optimal choice of a household in California, United States, in terms of their decision if and when to undertake a certain investment in a residential scale, grid connected, solar photo-voltaic system, in order to obtain savings in their monthly expenditures in electricity. This irreversible option is then defined, mainly, by the initial cost of the solar PV system. For this purpose, Real Options Analysis is deployed to assess this investment opportunity for the household. This approach allows determining not only whether the investments should be undertaken or not, but also the optimal timing to do so. Results show it is optimal for a Californian household to invest in a photo-voltaic system, however some delay might be advised depending on the energy production factor of specific areas, and the expected useful life of the equipment. Furthermore, government intervention influencing subsidies and energy prices has a bigger effect in the length such delays and should be avoided whenever possible. |
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Adam Ayaita, Kerstin Pull, Uschi Backes-Gellner, You get what you 'pay' for: Academic attention, career incentives and changes in publication portfolios of business and economics researchers, In: Swiss Leading House "Economics of Education" Working Paper, No. 133, 2017. (Working Paper)
Since the 1990s, research on publication outputs in business and economics has almost exclusively focused on journal articles. While earlier work has shown that journal articles and other publications were indeed complements in the 70s and 80s, we find that this is no longer the case when we include the most recent decades. Apparently, the notable shift in the scientific community's attention in the 90s on journal articles and the corresponding incentives towards publications in internationally highly ranked journals on average led researchers to focus one-sidedly on journal publications at the expense of other publication forms. To see whether the aggregate result also holds for individual researchers, we perform a cluster analysis and find four different types of individual researchers: "Journal Specialists", "Book-Based Publishers", a small group of "Highly Productive All-round Publishers" and a large group of what we call "Inconspicuous" researchers, with a very modest publication productivity in all forms. In addition, we find that researchers' age matters for their publication patterns: in our sample, more experienced researchers are less productive with respect to journal articles, but more productive with respect to other publication forms. This, however, is not the result of an individual career effect. Rather, it can be attributed to a cohort effect: among today's active researchers, the younger cohorts are more productive in journal articles than the older ones. Our explanation is as follows: the younger cohorts were still in their socialization and hiring phase and were more strongly affected by the newly introduced incentives towards international journal publications—and have thus reacted more strongly to the “regime change” resulting from the scientific community’s one-sided attention to publications in internationally highly ranked journals. |
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Tobias Schultheiss, Curdin Pfister, Uschi Backes-Gellner, Ann-Sophie Gnehm, Education expansion and high-skill job opportunities for workers: Does a rising tide lift all boats?, In: Swiss Leading House "Economics of Education" Working Paper, No. 154, 2018. (Working Paper)
An extensive literature examines the effects of tertiary education expansion on wages of workers with and without tertiary degree. However, the question how tertiary education expansion affects the tasks of these workers remains unexplored. We examine whether such an expansion crowds out sophisticated tasks such as R&D in jobs of workers without tertiary degree or elevates the content of their tasks via a rising tide effect. In particular, we analyze the effects of the establishment of Universities of Applied Sciences (UAS), a large tertiary education expansion in Switzerland, on R&D tasks of workers with apprenticeship training. Job ads provide us with information about the demand for R&D tasks. To estimate causal effects, we exploit the quasi-natural variation in time and location of the establishment of UAS campuses and perform difference-in-differences estimations. We find that firms demand more R&D tasks of workers with apprenticeship training after a tertiary education expansion. Our results therefore show that instead of crowding out, tertiary education expansion lifts the tasks of workers with apprenticeship training via a rising tide effect. |
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Christian Eggenberger, Simon Janssen, Uschi Backes-Gellner, Modernization of Vocational Training Curricula and Technology Adoption in Firms: A Descriptive Analysis with German Data, In: Swiss Leading House "Economics of Education" Working Paper, No. 150, 2018. (Working Paper)
This paper summarizes results of a project that tries to examine how the revision of vocational training (apprenticeship) curricula affects the training behavior and investment decision of training companies. The project paid particular attention to IT-related changes in curricula and firms' investments in IT and new production technology. Unfortunately, based on the available dataset, the German Linked-Employer-Employee-Data (LIAB), the project was not able to produce conclusive evidence on the expected relationship. We find first support for a positive correlation between curricula changes and the probability to invest in IT for training firms but with the small number of cases (occupational curricula changes) and the limited number of adequate dependent variables we did not find significant effects for most single occupations. In the following, however, we provide some descriptive patterns that shed light on what we do know and what we do not know. |
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Damiano Pregaldini, Uschi Backes-Gellner, Gerald Eisenkopf, Girls' preferences for STEM and the effects of classroom gender composition: new evidence from a natural experiment, In: Swiss Leading House "Economics of Education" Working Paper, No. 152, 2020. (Working Paper)
We analyze how preferences for STEM fields moderate the effect of classroom gender composition on the math grades of girls in high school. Using data from Switzerland, we compare students who have self-selected into a STEM specialization with students who have self-selected into a language specialization. Our identification exploits the random assignment of students to classrooms after they have chosen their specialization. In contrast to the average effects found in previous studies, we find a negative effect of the proportion of female peers in the classroom on math grades for girls who have self-selected into the STEM specialization and a positive effect for girls who have self-selected into a language specialization. These results are important for policies affecting the gender composition of classrooms. |
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Markus Leippold, Nikola Vasiljevic, Option-Implied Intra-Horizon Value-at-Risk, In: SSRN, No. 2804702, 2018. (Working Paper)
We study the intra-horizon value at risk (iVaR) in a general jump diffusion setup and propose a new model of asset returns called displaced mixed-exponential model, which can arbitrarily closely approximate finite-activity jump-diffusions and completely monotone Levy processes. We derive analytical results for the iVaR and disentangle the risk contribution of jumps from diffusion. Estimating the iVaR for several popular jump models using on S&P 100 option data, we find that option-implied estimates are much more responsive to market changes relative to their historical counterparts. Moreover, disentangling jumps from diffusion, jump account for about 90 percent of iVaR on average. |
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Ferdinand Langnickel, Naïve News Trading: Experimental Evidence, In: SSRN, No. 3165379, 2018. (Working Paper)
This study documents experimental evidence that naïve beliefs about the behavior of others contribute to excessive trading. The mechanism is based on the idea that when people process new information they naïvely neglect other market participants’ reaction to the information and consequently trade too much. In a series of laboratory experiments, I find that people actively trade on information that they should expect to be already incorporated into the price by other players. In line with naïve news trading, people underestimate the response of others to new information and consequently trade too much compared to the rational benchmark. A simple model with naïve investors who partially neglect that other investors respond to new information provides a good fit of the observed trading behavior. |
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Marc Chesney, Anca Balietti, Carlos Vargas, Long-term Investment Choices for Quinoa Farmers in Puno, Peru: A Real Options Case Study, In: SSRN, No. 3175262, 2018. (Working Paper)
The goal of this article is to assess the optimal choices of a smallholder quinoa farmer in the Puno region of Peru, in terms of his decision if and when to undertake certain investments that are expected to increase quinoa yield and crop resistance to harsh weather conditions, such as frost. We focus on two irreversible options, namely quinoa variety management andWaruWaru. The former alternative considers the option of the farmer to switch from his business-as-usual quinoa variety to one that has different yield and frost resistance characteristics. The latter alternative refers to the implementation of an ancestral cultivation practice that is estimated to offer benefits in terms of yield increase and resistance to harsh climate conditions.
We rely on Real Options Analysis to assess the two types of investment opportunities for the farmer. This approach allows us to determine not only whether the investments should be undertaken or not, but also the optimal timing to do so. We find that one quinoa variety (Kancolla) offers the highest benefits to the farmer and switching to this option should be immediate if investment costs are low; however, as costs increase, the decision to switch quinoa variety is optimally postponed until quinoa price uncertainty is reduced. We find that the Waru Waru option is not worth undertaking unless further evidence related to the increase in the productivity of quinoa is developed. However, at increases in productivity above 20%, the Waru Waru option becomes highly attractive. The article also discusses how quinoa price dynamics, yield sensitivity to frost, and governmental support impact decisions of the smallholder farmer. |
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Markus Leippold, Felix Matthys, Government Policy Uncertainty and the Yield Curve, In: SSRN, No. 2664116, 2017. (Working Paper)
We study the impact of economic policy uncertainty on the term structure of nominal interest rates. We develop a general equilibrium model, in which both the government and the central bank policy decisions are driven by uncertainty shocks. Our affine yield curve model captures both the shape of the interest rate term structure as well as the hump-shape of bond yield volatilities. Our theoretical predictions are strongly supported by the data. Higher economic policy uncertainty leads to a significant decline in yield levels, induces a hump-shaped increase in bond yield volatility, and increases bond risk premia, especially for longer maturities. |
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Felix Matthys, Yacine Ait-Sahalia, Robust Portfolio Optimization with Jumps, In: -, No. -, 2015. (Working Paper)
We study an infinite horizon consumption-portfolio allocation problem in continuous time where asset prices follow L ́evy processes and the investor is concerned about potential model misspecification of his reference model. We derive optimal portfolio holdings in closed form in the presence of model uncertainty, where we analyze perturbations to the reference model in the form of both drift and jump intensity perturbations. Furthermore, we present a method for calculating error-detection probabilities by means of Fourier inversion techniques of the conditional characteristic function in the case when the measure change follows a jump-diffusion process. |
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Markus Leippold, Felix Matthys, Endogenous Markov Switching Regression Models for High-Frequency Data under Microstructure Noise, In: SSRN, No. 2611154, 2015. (Working Paper)
We present a novel method in analyzing microstructure noise of high-frequency data as a measurement error problem within an endogenous Markov-switching regression model. In this model, the regression disturbance and the latent state variable controlling the regime are correlated. We show that under endogeneity the popular realized variance estimator is biased and no longer converges to the integrated regime dependent volatility. Exploring intraday return data on foreign exchange rates, we find significant endogeneity at high frequencies. Similar to the popular volatility signature plot suggested by Andersen, Bollerslev, Diebold, and Labys (2000b), we propose an endogeneity plot, which indicates as to which sampling frequency the assumption of exogeneity of the state variable controlling the regime remains valid. |
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Uschi Backes-Gellner, Holger Herz, Michael Kosfeld, Yvonne Oswald, Do Preferences and Biases predict Life Outcomes? Evidence from Education and Labor Market Entry Decisions, In: Swiss Leading House Economics of Education Working Paper, No. 144, 2018. (Working Paper)
Evidence suggests that acquiring human capital is related to better life outcomes, yet young peoples' decisions to invest in or stop acquiring human capital are still poorly understood. We investigate the role of time and reference-dependent preferences in such decisions. Using a data set that is unique in its combination of real-world observations on student outcomes and experimental data on economic preferences, we find that a low degree of long-run patience is a key determinant of dropping out of upper-secondary education. Further, for students who finish education we show that one month before termination of their program, present-biased students are less likely to have concrete continuation plans while loss averse students are more likely to have a definite job offer already. Our findings provide fresh evidence on students' decision-making about human capital acquisition and labor market transition with important implications for education and labor market policy. |
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Christian Rupietta, Harald Pfeifer, Uschi Backes-Gellner, Firms' knowledge acquisition during dual-track VET: Which sources are important for innovativeness?, In: Swiss Leading House "Economics of Education" Working Paper, No. 131, 2017. (Working Paper)
Researchers debate for more than 3 decades on the effect of vocational training on innovations. While some studies show a negative effect of vocational education that firms organize on its own, other studies show a positive effect for vocational education that is organized on a sectoral or national level such as in Germany or Switzerland. A characteristic of these vocational education and training (VET) systems is a high level of standardization and regulation. In fact many elements of VET are regulated in national law, training ordinances and curricula, but firms nevertheless less still have a high flexibility when it comes to the organization of workplace training. In this paper we analyze how firms organize their workplace training, which training methods they use and which training methods they apply jointly. As each training method e.g. training during work or external courses, transfers a specific set of skills and knowledge to apprentices, we analyze how firms use training methods to promote their innovation activity. Our results show that there is a large variety in the organization of workplace training. In sum firms make use of the flexibility to design workplace training that fits their needs best. We conclude with implications for the design of VET systems and firms. |
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Miró Feller, Ulrich Schäfer, Deceiving two masters: the effects of financial incentives and reputational concerns on reporting bias, In: AAA 2018 Management Accounting Section (MAS) Meeting, No. 2976423, 2017. (Working Paper)
We study managers’ decisions to bias financial reports if these reports are used by capital and labor markets to learn about firm value and managerial talent. If managers have private information on their financial and reputational incentives, we identify interactions in the capital and labor markets’ use of reports: The reception of reports in one market motivates reporting bias, which reduces value relevance and price efficiency in the other market. This interaction changes established results and has implications for financial reporting standard setters: We characterize environments where capital market efficiency can be improved by eliminating information on managerial talent from financial reports – even if this information is relevant for investors. This is particularly the case if there is high uncertainty about managers’ reputational concerns and if talent uncertainty represents a small part of the overall fundamental uncertainty. |
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