Anil Özdemir, Helmut Max Dietl, Giambattista Rossi, Robert Simmons, Are Workers Rewarded for Inconsistent Performance?, In: UZH Business Working Paper Series, No. 386, 2020. (Working Paper)
This paper examines whether workers are rewarded for inconsistent performances by salary premia. Some earlier research suggests that performance inconsistency leads to salary premia while other research finds premia for consistent performances. Using detailed salary and performance data, we find that inconsistency is rewarded for some dimensions of performance, specifically those where creativity is important and outcomes have higher variance. We find salary penalties for inconsistent performances in those dimensions that are basic requirements of successful team production. |
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Olga Briukhova, Marco D'Errico, Stefano Battiston, Reshaping the Financial Network: Externalities and Redistribution Effects in Central Clearing, In: SSRN, No. 3413844, 2021. (Working Paper)
The market infrastructure reform carried out in the aftermath of the 2008 financial crisis mandates the central clearing of standardized over-the-counter derivatives. We investigate how this reform can impact on the valuation of derivative contracts and how it can lead to unintended value redistribution effects among market participants. The transition to central clearing changes both the counterparty risk and the funding costs associated with a derivative position. By developing a theoretical model of derivative contract valuation, we clarify how these changes affect the expected value adjustments for a particular dealer and identify the three channels of value redistribution. Moreover, we find that, through these value adjustments, mutualization of risks and collateral in a central clearing counterparty can lead to externalities among the members. |
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Stefano Battiston, Marco D'Errico, Grzegorz Halaj, Christoffer Kok, Alan Roncoroni, Interconnected Banks and Systemically Important Exposures, In: ECB WPs, BoC WPs, No. 2331, 2019. (Working Paper)
We study the interplay between two channels of interconnectedness in the banking system. The first one is a direct interconnectedness, via a network of interbank loans, banks' loans to other corporate and retail clients, and securities holdings. The second channel is an indirect interconnectedness, via exposures to common asset classes. To this end, we analyze a unique supervisory data set collected by the European Central Bank that covers 26 large banks in the euro area.
To assess the impact of contagion, we apply a structural valuation model NEVA [barucca 2016], in which common shocks to banks' external assets are reflected in a consistent way in the market value of banks' mutual liabilities through the network of obligations.
We identify a strongly non-linear relationship between diversification of exposures, shock size, and losses due to interbank contagion. Moreover, the most systemically important sectors tend to be the households and the financial sectors of larger countries because of their size and position in the financial network.
Finally, we provide policy insights into the potential impact of more diversified versus more domestic portfolio allocation strategies on the propagation of contagion, which are relevant to the policy discussion on the European Capital Market Union. |
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Cédric Chambru, Do the right thing! Leaders, weather shocks and social conflicts in pre-industrial France, In: EHES Working Paper, No. 161, 2019. (Working Paper)
I use spatial and temporal variation in temperature shocks to examine the effect of adverse weather conditions on the onset of social conflicts in seventeenth- and eighteenth-century France. The paper’s contribution is threefold. First, I document the effect of temperature shocks on standards of living using cross-section and panel prices data. Second, I link highresolution temperature data and a new database of 8,528 episodes of social conflicts in France between 1661 and 1789. I use a linear probability model with subregional and year fixed effects to establish a causal connection between temperature shocks and conflicts. One standard deviation increase in temperature increased the probability of social conflicts by about 5.3 per cent. To the best of my knowledge, these results are the first to quantify the effect of temperature shocks on intergroup conflict in pre-industrial Europe. Finally, I investigate the role of local leaders– the intendants– in the mitigation of temperature shocks. I show that leaders with higher level of local experience were better able to cope with adverse weather conditions. I argue that years of local experience were a key determinant in the intendant’s ability to administer efficiently his province. This interpretation is supported by historical evidence. |
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Jonathan Fu, Annette Krauss, Preparing fertile ground: How does the quality of business environments affect MSE growth?, In: SSRN, No. 3532466, 2022. (Working Paper)
We study how the quality of local business environments help explain growth outcomes of micro and small enterprise microfinance clients by drawing on long-term nationwide administrative data and a policy shock in Cambodia. The staggered launch of Special Economic Zones, which we link to positive shocks to the business environment on both the demand side and supply side, leads to significantly increased employment in MSEs located in these SEZs, compared to enterprises in contextually similar districts but that are unexposed to an SEZ. Key channels explaining the improved growth outcomes include expanded access to external markets for the enterprises’ goods and services, more dynamic labour environments, and improved credit terms and conditions. To broaden the relevance of our findings, we combine data from prominent empirical studies on microfinance and demonstrate how related business conditions from the enterprise growth literature help explain differences in client business outcomes found in their results. Policy implications are that a key segment of microfinance borrowers can significantly benefit from opportunities provided by local business environments and that governments and lenders can play active roles in facilitating improved outcomes for their MSEs. |
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Marc Paolella, Pawel Polak, Patrick Walker, A Non-Elliptical Orthogonal GARCH Model for Portfolio Selection under Transaction Costs, In: Swiss Finance Institute Research Paper, No. 19-51, 2019. (Working Paper)
Covariance matrix forecasts for portfolio optimization have to balance sensitivity to new data points with stability in order to avoid excessive rebalancing. To achieve this, a new robust orthogonal GARCH model for a multivariate set of non-Gaussian asset returns is proposed. The conditional return distribution is multivariate generalized hyperbolic and the dispersion matrix dynamics are driven by the leading factors in a principle component decomposition. Each of these leading factors is endowed with a univariate GARCH structure, while the remaining eigenvalues are kept constant over time. Joint maximum likelihood estimation of all model parameters is performed via an expectation maximization algorithm, and is applicable in high dimensions. The new model generates realistic correlation forecasts even for large asset universes and captures rising pairwise correlations in periods of market distress better than numerous competing models. Moreover, it leads to improved forecasts of an eigenvalue-based financial systemic risk indicator. Crucially, it generates portfolios with much lower turnover and superior risk-adjusted returns net of transaction costs, outperforming the equally weighted strategy even under high transaction fees. |
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Marc Paolella, Pawel Polak, Patrick Walker, A Flexible Regime Switching Model for Asset Returns, In: Swiss Finance Institute Research Paper, No. 19-27, 2019. (Working Paper)
A non-Gaussian multivariate regime switching dynamic correlation model for financial asset returns is proposed. It incorporates the multivariate generalized hyperbolic law for the conditional distribution of returns. All model parameters are estimated consistently using a new two-stage expectation-maximization algorithm that also allows for incorporation of shrinkage estimation via quasi-Bayesian priors. It is shown that use of Markov switching correlation dynamics not only leads to highly accurate risk forecasts, but also potentially reduces the regulatory capital requirements during periods of distress. In terms of portfolio performance, the new regime switching model delivers consistently higher Sharpe ratios and smaller losses than the equally weighted portfolio and all competing models. Finally, the regime forecasts are employed in a dynamic risk control strategy that avoids most losses during the financial crisis and vastly improves risk-adjusted returns. |
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Simon Broda, Juan Arismendi Zambrano, Partial Moments for Quadratic Forms in Non-Gaussian Random Vectors: A Parametric Approach, In: SSRN, No. 3369208, 2019. (Working Paper)
Countless test statistics can be written as quadratic forms in certain random vectors, or ratios thereof. Consequently, their distribution has received considerable attention in the literature. Except for a few special cases, no closed-form expression for the cdf exists, and one resorts to numerical methods. Traditionally the problem is analyzed under the assumption of joint Gaussianity; the algorithm that is usually employed is that of Imhof (1961). The present manuscript generalizes this result to the case of multivariate generalized hyperbolic (MGHyp) random vectors. The MGHyp is a very flexible distribution which nests, among others, the multivariate t, Laplace, and variance gamma distributions. An expression for the first partial moment is also obtained, which plays a vital role in financial risk management. The proof involves a generalization of the classic inversion formula due to Gil-Pelaez (1951). Two numerical applications are considered: first, the finite-sample distribution of the 2SLS estimator of a structural parameter. Second, the Value at Risk and Expected Shortfall of a quadratic portfolio with heavy-tailed risk factors. An empirical application is examined, where a portfolio of of Dow Jones Industrial Index (DJIA) stock options is optimised by minimising the expected shortfall. The empirical results show the benefits of the analytical expression. |
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Kjell G. Nyborg, Cornelia Rösler, Repo Rates and the Collateral Spread: Evidence, In: Swiss Finance Institute Research Paper, No. 19-05, 2019. (Working Paper)
The spread between unsecured and repo rates (collateral spread) fluctuates substantially and is negative on a significant portion of days. Recent theoretical work argues that collateral spreads are determined by a constrained-arbitrage relation between the unsecured rate, the repo rates, and the expected rate of return of the underlying security. Negative collateral spreads arise in equilibrium if unsecured markets are sufficiently tight, unsecured rates spike down, or security markets are sufficiently depressed in terms of prices, liquidity, and volatility. The objective of this paper is to examine the determinants of collateral spreads by testing the constrained-arbitrage theory. The findings are supportive. |
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Kjell G. Nyborg, Repo Rates and the Collateral Spread Puzzle, In: Swiss Finance Institute Research Paper, No. 19-04, 2019. (Working Paper)
Repo rates frequently exceed unsecured rates in practice. As an explanation, this paper derives a constrained-arbitrage relation between the unsecured rate, the repo rate, and the illiquidity adjusted expected rate of return of the underlying collateral. The theory is based on unsecured borrowing constraints in the market for liquidity. Repos and security cash-market trades are alternative means to get liquidity. Collateral spreads (unsecured less repo rate) can turn negative if borrowing constraints tighten, unsecured rates spike down, or from a depressed and illiquid security market. The constrained-arbitrage theory sheds light on the evolution of collateral spreads over time. |
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Robert Göx, Beatrice Michaeli, Optimal information design and incentive contracts with performance measure manipulation, In: SSRN, No. 3484199, 2019. (Working Paper)
We study how a firm owner motivates a manager to create value by optimally designing an information system and a compensation contract based on a manipulable performance measure. In equilibrium, the firm either implements a perfect or an uninformative system. The information system and the pay-performance sensitivity (PPS) of the compensation contract can be substitutes in a sense that the firm optimally combines a perfect information system with a low PPS or an uninformative system with a high PPS. Because the information design is endogenous, firms facing relatively high manipulation threat may offer financial incentives that are higher-powered than the ones offered by their peers facing lower manipulation threat. If the manager is in charge of implementing the information system, he chooses a perfect one unless the firm uses the information for internal control. The firm may prefer to commit to an internal control level before observing any information. |
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Robert Göx, Thomas Hemmer, Managerial power and CEO pay, In: SSRN, No. 3020732, 2017. (Working Paper)
We study how the CEO's power over the board of directors affects pay levels and the structure of optimal compensation contracts and derive unexpected results. First, a more powerful CEO generally receives more pay and a contract with a higher pay-performance sensitivity (PPS) if firm performance is low. In contrast, if firm performance is high, more CEO power translates into less pay and a lower PPS. Second, considering a special case of our general model, we show that more powerful CEOs receive higher salaries, more stocks but a nonincreasing number of options. Third, we find that the presence of a powerful CEO generally leaves the optimal use of relative performance evaluation unaffected. However, we identify conditions under which the sensitivity of CEO pay to peer performance can be increasing in the CEO's power over the board. Overall, our results suggest that frequently used indicators of poor (or sound) compensation practices should be interpreted with care. |
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Gregor Philipp Reich, Kenneth L. Judd, Efficient Likelihood Ratio Confidence Intervals using Constrained Optimization, In: SSRN, No. 3455484, 2019. (Working Paper)
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Katrin Hummel, Stéphanie Mittelbach-Hörmanseder, Charles H Cho, Dirk Matten, Explicit corporate social responsibility disclosure: A textual analysis, In: SSRN, No. 3090976, 2019. (Working Paper)
In this paper, we investigate whether companies located in liberal market economies report more explicitly about specific CSR topics than firms located in coordinated market economies. For a sample of 3,384 CSR reports of European and US firms, we perform a textual analysis over the period 2008 – 2016. Our results confirm that companies located in LMEs report more explicitly about education and philanthropy; for parental leave and climate, we find a negative and significant association. We also find that CSR performance, size and report length are positively associated with the explicitness of our topic-specific CSR disclosure scores. Our results are robust to a variety of alternative measures. |
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Stephanie Mittelbach-Hoermanseder, Katrin Hummel, Margarethe Rammerstorfer, Information content of corporate social responsibility disclosures in Europe: An institutional perspective, In: SSRN, No. 3365521, 2019. (Working Paper)
For a sample of STOXX Europe-600 constituents and a reporting period of nine years, we investigate the role of the institutional environment on the value relevance of corporate social responsibility (CSR) disclosures in firms’ annual reports. Using textual analysis, we construct topic-specific disclosures measures that examine the prevalence of CSR topics with respect to the EU CSR directive, namely environmental, social and employee matters, human rights, and anti-corruption and bribery. The results reveal the value relevance of CSR disclosures, although the sign depends on the regulatory setting; it is positive before the issuance of the CSR directive and negative after it. Furthermore our results indicate that the incremental value relevance of topic-specific CSR disclosure is affected by the institutional environment, specifically, it is negatively related to country-level CSR awareness as well as employee protection and positively related to both, the legal strength and the level of enforcement. Our results also vary depending by the underlying topics. |
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Katrin Hummel, Stéphanie Mittelbach-Hörmanseder, Margarethe Rammerstorfer, Karl Weinmayer, Stock Market Reactions and CSR Disclosure in the Context of Negative CSR Events, In: SSRN, No. 3467616, 2019. (Working Paper)
This paper analyses stock market reactions after the occurrence of major negative corporate social responsibility (CSR) events and the possibility of mitigating these effects through the upfront provision of CSR information in firms’ annual reports. For this purpose, we follow a three-step procedure. First, we analyse the major concerns gathered from REPRisk® data via event study analysis. Herein, we cover a window of 5 to 20 days. Second, we analyse all annual reports of the firms mentioned in the covered period over the entire time horizon and conduct a textual analysis to examine firms’ disclosure of CSR information. Finally, we draw conclusions from the two approaches and show that firms with more upfront CSR information suffer from stronger negative market reactions after the occurrence of a negative CSR event. Herein, we show that if the occurrence of a negative CSR event conflicts with investors’ expectations, then it leads to an important update of investors’ beliefs about firms’ prospects. Our results also confirm that such an event leads to an adjustment of the subsequent year’s CSR disclosure in the annual reports. |
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Oliver Merz, Raphael Flepp, Egon Franck, Sonic Thunder vs Brian the Snail : Are people affected by uninformative racehorse names?, In: UZH Business Working Paper Series, No. 384, 2020. (Working Paper)
This paper examines whether individuals’ decision making is affected by fast-sounding horse names in a betting exchange market environment. In horse racing, the name of a horse does not depend on the horse’s performance and is thus uninformative. If positive affect towards fast-sounding horse names is present, we expect less accurate prices (winning probabilities) and lower returns due to the increased demand for these bets. Using over 3 million horse bets, we find evidence that the winning probabilities of bets on horses with fast-sounding names are overstated, which impairs the prediction accuracy of such bets. This finding implies that prices in betting exchange markets are not efficient, as they become distorted by incorporating affective, misleading information from a horse’s fast-sounding name. This bias translates into significantly lower betting returns for horses classified as fast-sounding compared to the returns for all other horses. |
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Philippe Meier, Raphael Flepp, Maximilian Valentin Rüdisser, Egon Franck, The effect of paper versus realized losses on subsequent risk-taking: Field evidence from casino gambling, In: UZH Business Working Paper Series, No. 385, 2020. (Working Paper)
In this paper, we test the realization effect, i.e., that risk-taking increases after a paper loss, whereas risk-taking decreases after a realized loss, using gambling data from a real casino. During a particular casino visit, losses are likely perceived as paper losses because the chance to offset prior losses remains effective until leaving the casino. However, when casino customers leave the casino, the final account balance is realized. Using individual-level slot machine gambling records, we find that risk-taking after paper losses increases during a visit and that this effect is more pronounced for larger losses. Conversely, risk-taking across multiple visits is not altered if the realized losses are comparatively small, whereas risk-taking is reduced if realized losses are comparatively large. |
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PIet Eichholtz, Steven Ongena, Nagihan Mimiroglu, Erkan Yönder, Distance effects in CMBS loan pricing banks versus non-banks, In: Swiss Finance Institute Research Paper, No. 19-58, 2019. (Working Paper)
The composition of lenders has changed dramatically since the crisis, and non-bank lenders have become important players in the commercial mortgage-backed securities (CMBS) markets. Comparing banks to non-bank lenders, we investigate whether the geographical distance between lenders, borrowers and their properties is reflected in the pricing of US mortgages that were included in US CMBS pools during the 2000 to 2017 period. We find that a doubling in bank borrower distance is associated with a 2.5 basis point increase in the spread, and that this effect is more pronounced if the loan is collateralized by a riskier property. Geographical distance does not seem to have any effect on the loan spread for mortgages granted by non-bank lenders. The difference in loan pricing across originator types (even after controlling for key mortgage and property characteristics) suggests banks and non-bank lenders have different incentives, lending technologies, and/or different types of borrowers. |
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Koray Alper, Fatih Altunok, Capacioglu Taniu, Steven Ongena, The effect of unconventional monetary policy on cross-border bank loans, In: SFI Research Paper, No. 19-38, 2019. (Working Paper)
We analyze the impact of quantitative easing by the Federal Reserve, European Central Bank and Bank of England on cross‐border credit flows. Relying on comprehensive loan‐level data, we find that Fed QE strongly boosts cross‐border credit granted to Turkish banks by banks located in the US, Euro Area and UK, while ECB and BoE QEs work only moderately through banks in the EA and UK, respectively. In general QE works at short maturities across bank locations and loan currencies, more strongly for weaker lenders and borrowers, and may have resulted in maturity mismatches in Turkish banks searching for yield. |
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