TY - RPRT A1 - Caliendo, Marco A1 - Cobb-Clark, Deborah A. A1 - Obst, Cosima A1 - Uhlendorff, Arne T1 - Risk Preferences and Training Investments T2 - CEPA Discussion Papers N2 - We analyze workers’ risk preferences and training investments. Our conceptual framework differentiates between the investment risk and insurance mechanisms underpinning training decisions. Investment risk leads risk-averse workers to train less; they undertake more training if it insures them against future losses. We use the German Socio-Economic Panel (SOEP) to demonstrate that risk affinity is associated with more training, implying that, on average, investment risks dominate the insurance benefits of training. Crucially, this relationship is evident only for general training; there is no relationship between risk attitudes and specific training. Thus, as expected, risk preferences matter more when skills are transferable – and workers have a vested interest in training outcomes – than when they are not. Finally, we provide evidence that the insurance benefits of training are concentrated among workers with uncertain employment relationships or limited access to public insurance schemes. T3 - CEPA Discussion Papers - 23 KW - Human Capital Investment KW - Work-related Training KW - Risk Preferences Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-480927 SN - 2628-653X IS - 23 ER - TY - RPRT A1 - Caliendo, Marco A1 - Mahlstedt, Robert A1 - van den Berg, Gerard J. A1 - Vikström, Johan T1 - Side Effects of Labor Market Policies T2 - CEPA Discussion Papers N2 - Labor market policy tools such as training and sanctions are commonly used to help bring workers back to work. By analogy to medical treatments, the individual exposure to these tools may have side effects. We study effects on health using individual-level population registers on labor market events outcomes, drug prescriptions and sickness absence, comparing outcomes before and after exposure to training and sanctions. We find that training improves cardiovascular and mental health and lowers sickness absence. The results suggest that this is not due to improved employment prospects but rather to instantaneous features of participation such as, perhaps, the adoption of a more rigorous daily routine. Unemployment benefits sanctions cause a short-run deterioration of mental health, possibly due higher stress levels, but this tapers out quickly. T3 - CEPA Discussion Papers - 22 KW - unemployment KW - health KW - sickness KW - prescriptions KW - mental health KW - drugs KW - training KW - depression KW - cardiovascular disease KW - sanctions Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-478839 SN - 2628-653X IS - 22 ER - TY - RPRT A1 - Tübbicke, Stefan T1 - Entropy Balancing for Continuous Treatments T2 - CEPA Discussion Papers N2 - Interest in evaluating the effects of continuous treatments has been on the rise recently. To facilitate the estimation of causal effects in this setting, the present paper introduces entropy balancing for continuous treatments (EBCT) by extending the original entropy balancing methodology of Hainmüller (2012). In order to estimate balancing weights, the proposed approach solves a globally convex constrained optimization problem, allowing for much more computationally efficient implementation compared to other available methods. EBCT weights reliably eradicate Pearson correlations between covariates and the continuous treatment variable. This is the case even when other methods based on the generalized propensity score tend to yield insufficient balance due to strong selection into different treatment intensities. Moreover, the optimization procedure is more successful in avoiding extreme weights attached to a single unit. Extensive Monte-Carlo simulations show that treatment effect estimates using EBCT display similar or lower bias and uniformly lower root mean squared error. These properties make EBCT an attractive method for the evaluation of continuous treatments. Software implementation is available for Stata and R. T3 - CEPA Discussion Papers - 21 KW - Balancing weights KW - Continuous Treatment KW - Monte-Carlo simulation KW - Observational studies Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-478950 SN - 2628-653X IS - 21 ER - TY - RPRT A1 - Andres, Maximilian A1 - Bruttel, Lisa Verena A1 - Friedrichsen, Jana T1 - Choosing between explicit cartel formation and tacit collusion – An experiment T2 - CEPA Discussion Papers N2 - Numerous studies investigate which sanctioning institutions prevent cartel formation but little is known as to how these sanctions work. We contribute to understanding the inner workings of cartels by studying experimentally the effect of sanctioning institutions on firms’ communication. Using machine learning to organize the chat communication into topics, we find that firms are significantly less likely to communicate explicitly about price fixing when sanctioning institutions are present. At the same time, average prices are lower when communication is less explicit. A mediation analysis suggests that sanctions are effective in hindering cartel formation not only because they introduce a risk of being fined but also by reducing the prevalence of explicit price communication. T3 - CEPA Discussion Papers - 19 KW - cartel KW - collusion KW - communication KW - machine learning KW - experiment Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-473885 SN - 2628-653X IS - 19 ER - TY - RPRT A1 - Bruttel, Lisa Verena A1 - Güth, Werner A1 - Nithammer, Juri A1 - Orland, Andreas T1 - Inefficient Cooperation under Stochastic and Strategic Uncertainty T2 - CEPA Discussion Papers N2 - Stochastic uncertainty can cause difficult coordination problems that may hinder mutually beneficial cooperation. We propose a mechanism of ex-post voluntary transfers designed to circumvent these coordination problems and ask whether it can do so. To test this, we implement a controlled laboratory experiment based on a repeatedly played Ultimatum Game with a stochastic endowment. Contrary to our hypothesis, we find that allowing voluntary transfers does not entail an efficiency increase. We suggest and analyze two main reasons for this finding: First, the stochastic uncertainty forces proposers to accept high strategic uncertainty if they intend to cooperate by claiming a low amount (which many proposers do not). Second, many responders behave only incompletely conditionally cooperative by transferring too little (which hinders cooperation in future periods). T3 - CEPA Discussion Papers - 20 KW - stochastic uncertainty KW - strategic uncertainty KW - cooperation KW - Ultimatum Game KW - experiment Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-475500 SN - 2628-653X IS - 20 ER - TY - RPRT A1 - Caliendo, Marco A1 - Hennecke, Juliane T1 - Drinking is Different! BT - Examining the Role of Locus of Control for Alcohol Consumption T2 - CEPA Discussion Papers N2 - Unhealthy behavior can be extremely costly from a micro- and macroeconomic perspective and exploring the determinants of such behavior is highly important from an economist’s point of view. We examine whether locus of control (LOC) can explain alcohol consumption as an important domain of health behavior. LOC measures how much an individual believes that she is in control of the consequences of her own actions for her life’s future outcomes. While earlier literature showed that an increasing internal LOC is associated with increased health-conscious behavior in domains such as smoking, exercise or diets, we find that drinking seems to be different. Using German panel data from the Socio-Economic Panel (SOEP) we find a significant positive effect of having an internal LOC on the probability of moderate and regular drinking. We suggest and discuss two likely mechanisms for this relationship and find interesting gender differences. While social investments play an important role for both men and women, risk perceptions are especially relevant for men. T3 - CEPA Discussion Papers - 18 KW - locus of control KW - alcohol consumption KW - health behavior KW - risk perception KW - social investment Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-469790 SN - 2628-653X IS - 18 ER - TY - RPRT A1 - Bruttel, Lisa Verena A1 - Güth, Werner A1 - Hertwig, Ralph A1 - Orland, Andreas T1 - Do people harness deliberate ignorance to avoid envy and its detrimental effects? T2 - CEPA Discussion Papers N2 - Envy is an unpleasant emotion. If individuals anticipate that comparing their payoff with the (potentially higher) payoff of others will make them envious, they may want to actively avoid information about other people’s payoffs. Given the opportunity to reduce another person’s payoff, an individual’s envy may trigger behavior that is detrimental to welfare. In this case, if individuals anticipate that they will react in a welfare-reducing way, they may also avoid information about other people’s payoffs from the outset. We investigated these two hypotheses using three experiments. We found that 13% of our potentially envious subjects avoided information when they did not have the opportunity to reduce another participant’s payoff. Psychological scales do not explain this behavior. We also found that voluntarily uninformed subjects did neither deduct less of the payoff nor less frequently than subjects who could not avoid the information. T3 - CEPA Discussion Papers - 17 KW - envy KW - emotion regulation KW - deliberate ignorance KW - punishment KW - experiment Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-444463 SN - 2628-653X IS - 17 ER - TY - RPRT A1 - Frodermann, Corinna A1 - Wrohlich, Katharina A1 - Zucco, Aline T1 - Parental Leave Reform and Long-run Earnings of Mothers T2 - CEPA Discussion Papers N2 - Paid parental leave schemes have been shown to increase women’s employment rates but decrease their wages in case of extended leave durations. In view of these potential trade-offs, many countries are discussing the optimal design of parental leave policies. We analyze the impact of a major parental leave reform on mothers’ long-term earnings. The 2007 German parental leave reform replaced a means-tested benefit with a more generous earnings-related benefit that is granted for a shorter period of time. Additionally, a “daddy quota” of two months was introduced. To identify the causal effect of this policy on long-run earnings of mothers, we use a difference-in-difference approach that compares labor market outcomes of mothers who gave birth just before and right after the reform and nets out seasonal effects by including the year before. Using administrative social security data, we confirm previous findings and show that the average duration of employment interruptions increased for high-income mothers. Nevertheless, we find a positive long-run effect on earnings for mothers in this group. This effect cannot be explained by changes in working hours, observed characteristics, changes in employer stability or fertility patterns. Descriptive evidence suggests that the stronger involvement of fathers, incentivized by the “daddy months”, could have facilitated mothers’ re-entry into the labor market and thereby increased earnings. For mothers with low prior-to-birth earnings, however, we do not find any beneficial labor market effects of this parental leave reform. T3 - CEPA Discussion Papers - 16 KW - parental leave KW - wages KW - labor supply Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-443188 SN - 2628-653X IS - 16 ER - TY - RPRT A1 - Gallego Granados, Patricia A1 - Wrohlich, Katharina T1 - Selection into Employment and the Gender Wage Gap across the Distribution and Over Time T2 - CEPA Discussion Papers N2 - Using quantile regression methods, this paper analyses the gender wage gap across the wage distribution and over time (1990–2014), while controlling for changing sample selection into full-time employment. Our findings show that the selection-corrected gender wage gap is much larger than the one observed in the data, which is mainly due to large positive selection of women into full-time employment. However, we show that selection-corrected wages of male and female workers at the lower half of the distribution have moderately converged over time. The reason for this development have been changes in the composition of the male full-time employment force over time, which in spite of the rather constant male full-time employment rate, have given place to a small but rising selection bias in male observed wages. In the upper half of the wage distribution, however, neither the observed nor the selection-corrected gender wage gap has narrowed over time. T3 - CEPA Discussion Papers - 15 KW - gender wage gap KW - quantile regression KW - selection into employment Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-441691 SN - 2628-653X IS - 15 ER -