TY - RPRT A1 - Kienbaum, Janna A1 - Würfl, Katja A1 - Favella, Gianpiero T1 - Leitfaden für einen qualitativen Methoden- und Feldbericht N2 - Der Leitfaden für einen qualitativen Methoden- und Feldbericht ist im Rahmen des DFG-Verbundprojektes “FDNext” (2020-2023) entstanden und dient als Orientierungshilfe für die Dokumentation erhobener Daten mit dem Schwerpunkt auf die qualitative Bildungsforschung. KW - research data management KW - rdm in disciplines KW - data documentation KW - educational sciences KW - qualitative research data KW - Forschungsdatenmanagement KW - disziplinspezifisches FDM KW - Datendokumentation KW - Bildungswissenschaften KW - Qualitative Forschungsdaten Y1 - 2022 U6 - https://doi.org/10.5281/zenodo.7247993 ER - TY - RPRT A1 - Nastansky, Andreas T1 - Gruppierung von Daten BT - Topologische Verfahren vs. Clusteranalyse T2 - Statistische Diskussionsbeiträge N2 - Dieser Beitrag beinhaltet einen Vergleich zwischen den Methoden der Topologischen Datenanalyse (TDA) und statistischen Clusterverfahren bei der Gruppierung von Daten. Es werden Gemeinsamkeiten und Unterschiede bei der Bildung der Cluster und Zuordnung der statistischen Einheiten identifiziert. Hierzu werden zwei empirische Datensätze aus der Biologie und Medizin herangezogen. Zusammengefasst haben sich die Verfahren der TDA als ein praktikables Werkzeug bei der Gruppierung von Objekten erwiesen. Vor allem mit dem Mapper-Algorithmus konnten adäquate Cluster erkannt werden. Beim Iris Flower-Datensatz hat die TDA ähnliche Ergebnisse wie die Clusteranalyse erzielt. Der Heart Disease-Datensatz war schwieriger zu behandeln. Die genutzten clusteranalytischen Verfahren waren nicht geeignet, die beiden Gruppen von Patienten korrekt zu identifizieren. Im Vergleich zu den Standardverfahren der Clusteranalyse zeigte sich eine leichte Überlegenheit der topologischen Verfahren. N2 - This paper includes a comparison between Topological Data Analysis (TDA) methods and statistical clustering methods in grouping data. Similarities and differences in the formation of clusters and assignment of statistical units are identified. Two empirical data sets from biology and medicine are used for this purpose. In summary, the procedures of TDA have proven to be a viable tool in grouping objects. Especially with the mapper algorithm adequate clusters could be detected. For the Iris Flower-dataset, TDA produced similar results to cluster analysis. The Heart Disease-dataset was more difficult to deal with. The used cluster analytic techniques are not capable of correctly identifying the two groups of patients. Compared with the standard cluster analysis methods, the topological procedures showed a slight superiority. T3 - Statistische Diskussionsbeiträge - 55 KW - Clusteranalyse KW - Mapper KW - Persistente Homologie KW - Topologische Datenanalyse Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-572722 IS - 55 ER - TY - RPRT A1 - Kauffmann, Albrecht A1 - Nastansky, Andreas T1 - Regionale Mieten in Deutschland BT - Explorative Analyse der Mieten in der Wiedervermietung T2 - Statistische Diskussionsbeiträge N2 - Untersucht werden die von BulwienGesa erhobenen und aufbereiteten jahresdurchschnittlichen Mieten von Wohnungen und die Relation des Wiederverkaufswertes von Eigentumswohnungen zu den Wohnungsmieten (Preis-Miet-Relation) in 401 kreisfreien Städten und Landkreisen für die Jahre 2004–2017. Dabei zeigt sich bei den Wohnungsmieten eine Zunahme der regionalen Streuung im Zeitverlauf vor allem in der auf die Finanzkrise 2007–2009 folgenden Zeit. Bei der Preis-Miet-Relation nimmt die Streuung im Zeitverlauf ab 2010 ebenfalls zu. Im Durchschnitt der Regionen (Landkreise und kreisfreie Städte) steigen über den gesamten Zeitabschnitt die Mieten und in der überwiegenden Zahl der Regionen auch die Preis-Miet-Relation (allerdings erst ab 2010); sie entwickeln sich aber regional stark unterschiedlich. Dies führt auch zur Zunahme der Variationskoeffizienten, also der relativen Streuung der regionalen Mieten und – ab 2010 – auch der regionalen Preis-Miet-Relationen. Dies deutet auf eine Zunahme der regionalen Disparitäten in der Bundesrepublik Deutschland hin. Besondere Divergenzen zeigen sich zwischen den alten und den neuen Bundesländern, wie auch zwischen prosperierenden kreisfreien Städten und deren Umland und ökonomisch schwächeren Städten und Landkreisen. T3 - Statistische Diskussionsbeiträge - 54 KW - Immobilienpreise KW - Regionale Mieten KW - Wohnimmobilien Deutschland Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-572742 IS - 54 ER - TY - RPRT A1 - Borck, Rainald A1 - Schrauth, Philipp T1 - Urban pollution BT - A global perspective T2 - CEPA Discussion Papers N2 - We use worldwide satellite data to analyse how population size and density affect urban pollution. We find that density significantly increases pollution exposure. Looking only at urban areas, we find that population size affects exposure more than density. Moreover, the effect is driven mostly by population commuting to core cities rather than the core city population itself. We analyse heterogeneity by geography and income levels. By and large, the influence of population on pollution is greatest in Asia and middle-income countries. A counterfactual simulation shows that PM2.5 exposure would fall by up to 36% and NO2 exposure up to 53% if within countries population size were equalized across all cities. T3 - CEPA Discussion Papers - 60 KW - population density KW - air pollution KW - gridded data Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-572049 SN - 2628-653X IS - 60 ER - TY - RPRT A1 - Caliendo, Marco A1 - Kritikos, Alexander A1 - Stier, Claudia T1 - The Influence of Start-up Motivation on Entrepreneurial Performance T2 - CEPA Discussion Papers N2 - Predicting entrepreneurial development based on individual and business-related characteristics is a key objective of entrepreneurship research. In this context, we investigate whether the motives of becoming an entrepreneur influence the subsequent entrepreneurial development. In our analysis, we examine a broad range of business outcomes including survival and income, as well as job creation, expansion and innovation activities for up to 40 months after business formation. Using self-determination theory as conceptual background, we aggregate the start-up motives into a continuous motivational index. We show – based on a unique dataset of German start-ups from unemployment and non-unemployment – that the later business performance is better, the higher they score on this index. Effects are particularly strong for growth oriented outcomes like innovation and expansion activities. In a next step, we examine three underlying motivational categories that we term opportunity, career ambition, and necessity. We show that individuals driven by opportunity motives perform better in terms of innovation and business expansion activities, while career ambition is positively associated with survival, income, and the probability of hiring employees. All effects are robust to the inclusion of a large battery of covariates that are proven to be important determinants of entrepreneurial performance. T3 - CEPA Discussion Papers - 59 KW - Entrepreneurship KW - Push and Pull Theories KW - Start-up Motivation KW - Survival KW - Job Creation KW - Firm Growth KW - Innovation Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-571152 SN - 2628-653X IS - 59 ER - TY - RPRT A1 - Matthewes, Sönke Hendrik A1 - Ventura, Guglielmo T1 - On Track to Success? BT - Returns to Vocational Education Against Different Alternatives T2 - CEPA Discussion Papers N2 - Many countries consider expanding vocational curricula in secondary education to boost skills and labour market outcomes among non-university-bound students. However, critics fear this could divert other students from more profitable academic education. We study labour market returns to vocational education in England, where until recently students chose between a vocational track, an academic track and quitting education at age 16. Identification is challenging because self-selection is strong and because students’ next-best alternatives are unknown. Against this back- drop, we leverage multiple instrumental variables to estimate margin-specific treatment effects, i.e., causal returns to vocational education for students at the margin with academic education and, separately, for students at the margin with quitting education. Identification comes from variation in distance to the nearest vocational provider conditional on distance to the nearest academic provider (and vice-versa), while controlling for granular student, school and neighbourhood characteristics. The analysis is based on population-wide administrative education data linked to tax records. We find that the vast majority of marginal vocational students are indifferent be- tween vocational and academic education. For them, vocational enrolment substantially decreases earnings at age 30. This earnings penalty grows with age and is due to wages, not employment. However, consistent with comparative advantage, the penalty is smaller for students with higher revealed preferences for the vocational track. For the few students at the margin with no further education, we find merely tentative evidence of increased employment and earnings from vocational enrolment. T3 - CEPA Discussion Papers - 58 KW - vocational education KW - returns to education KW - multi-valued treatment KW - instrumental variables Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-567253 SN - 2628-653X IS - 58 ER - TY - RPRT A1 - Hunold, Matthias A1 - Petrishcheva, Vasilisa T1 - Foreclosure and Tunneling with Partial Vertical Ownership T2 - CEPA Discussion Papers N2 - We demonstrate how the incentives of firms that partially own their suppliers or customers to foreclose rivals depend on how the partial owner can extract profits from the target (tunneling). Compared to a fully vertically integrated firm, a partial owner may obtain only a share of the target’s profit but influence the target’s strategy significantly. We show that the incentives for customer and input foreclosure can be higher, equal, or even lower with partial ownership than with a vertical merger, depending on how the protection of minority shareholders and transfer price regulations affect the scope for profit extraction. T3 - CEPA Discussion Papers - 57 KW - Backward ownership KW - Entry deterrence KW - Foreclosure KW - Minority shareholdings KW - Partial ownership KW - Uniform pricing KW - Vertical integration Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-565601 SN - 2628-653X IS - 57 ER - TY - RPRT A1 - Block, Jörn A1 - Kritikos, Alexander A1 - Priem, Maximilian A1 - Stiel, Caroline T1 - Emergency-Aid for Self-employed in the Covid-19 Pandemic BT - A Flash in the Pan? T2 - CEPA Discussion Papers N2 - The self-employed faced strong income losses during the Covid-19 pandemic. Many governments introduced programs to financially support the self-employed during the pandemic, including Germany. The German Ministry for Economic Affairs announced a €50bn emergency-aid program in March 2020, offering one-off lump-sum payments of up to €15,000 to those facing substantial revenue declines. By reassuring the self- employed that the government ‘would not let them down’ during the crisis, the program had also the important aim of motivating the self-employed to get through the crisis. We investigate whether the program affected the confidence of the self-employed to survive the crisis using real-time online-survey data comprising more than 20,000 observations. We employ propensity score matching, making use of a rich set of variables that influence the subjective survival probability as main outcome measure. We observe that this program had significant effects, with the subjective survival probability of the self- employed being moderately increased. We reveal important effect heterogeneities with respect to education, industries, and speed of payment. Notably, positive effects only occur among those self-employed whose application was processed quickly. This suggests stress-induced waiting costs due to the uncertainty associated with the administrative processing and the overall pandemic situation. Our findings have policy implications for the design of support programs, while also contributing to the literature on the instruments and effects of entrepreneurship policy interventions in crisis situations. T3 - CEPA Discussion Papers - 55 KW - self-employment KW - emergency-aid KW - treatment effects KW - Covid-19 KW - entrepreneurship policy KW - subjective survival probability Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-562688 SN - 2628-653X IS - 55 CY - Potsdam ER - TY - RPRT A1 - Bruttel, Lisa Verena A1 - Bulutay, Muhammed A1 - Cornand, Camille A1 - Heinemann, Frank A1 - Zylbersztejn, Adam T1 - Measuring strategic-uncertainty attitudes T2 - CEPA Discussion Papers N2 - Strategic uncertainty is the uncertainty that players face with respect to the purposeful behavior of other players in an interactive decision situation. Our paper develops a new method for measuring strategic-uncertainty attitudes and distinguishing them from risk and ambiguity attitudes. We vary the source of uncertainty (whether strategic or not) across conditions in a ceteris paribus manner. We elicit certainty equivalents of participating in two strategic 2x2 games (a stag-hunt and a market-entry game) as well as certainty equivalents of related lotteries that yield the same possible payoffs with exogenously given probabilities (risk) and lotteries with unknown probabilities (ambiguity). We provide a structural model of uncertainty attitudes that allows us to measure a preference for or an aversion against the source of uncertainty, as well as optimism or pessimism regarding the desired outcome. We document systematic attitudes towards strategic uncertainty that vary across contexts. Under strategic complementarity [substitutability], the majority of participants tend to be pessimistic [optimistic] regarding the desired outcome. However, preferences for the source of uncertainty are distributed around zero. T3 - CEPA Discussion Papers - 54 KW - risk attitudes KW - ambiguity attitudes KW - strategic-uncertainty attitudes KW - stag-hunt game KW - market-entry game Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-562340 SN - 2628-653X IS - 54 ER - TY - RPRT A1 - Borck, Rainald A1 - Oshiro, Jun A1 - Satō, Yasuhiro T1 - Property tax competition BT - A quantitative assessment T2 - CEPA Discussion Papers N2 - We develop a model of property taxation and characterize equilibria under three alternative taxa-tion regimes often used in the public finance literature: decentralized taxation, centralized taxation, and “rent seeking” regimes. We show that decentralized taxation results in inefficiently high tax rates, whereas centralized taxation yields a common optimal tax rate, and tax rates in the rent-seeking regime can be either inefficiently high or low. We quantify the effects of switching from the observed tax system to the three regimes for Japan and Germany. The decentralized or rent-seeking regime best describes the Japanese tax system, whereas the centralized regime does so for Germany. We also quantify the welfare effects of regime changes. T3 - CEPA Discussion Papers - 52 KW - property taxes KW - tax competition KW - efficiency Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-562228 SN - 2628-653X ER - TY - RPRT A1 - Andres, Maximilian A1 - Bruttel, Lisa Verena A1 - Friedrichsen, Jana T1 - How communication makes the difference between a cartel and tacit collusion BT - a machine learning approach T2 - CEPA Discussion Papers N2 - This paper sheds new light on the role of communication for cartel formation. Using machine learning to evaluate free-form chat communication among firms in a laboratory experiment, we identify typical communication patterns for both explicit cartel formation and indirect attempts to collude tacitly. We document that firms are less likely to communicate explicitly about price fixing and more likely to use indirect messages when sanctioning institutions are present. This effect of sanctions on communication reinforces the direct cartel-deterring effect of sanctions as collusion is more difficult to reach and sustain without an explicit agreement. Indirect messages have no, or even a negative, effect on prices. T3 - CEPA Discussion Papers - 53 KW - cartel KW - collusion KW - communication KW - machine learning KW - experiment Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-562234 SN - 2628-653X ER - TY - RPRT A1 - Caliendo, Marco A1 - Graeber, Daniel A1 - Kritikos, Alexander A1 - Seebauer, Johannes T1 - Pandemic Depression: COVID-19 and the Mental Health of the Self-Employed T2 - CEPA Discussion Papers N2 - We investigate the effect of the COVID-19 pandemic on self-employed people’s mental health. Using representative longitudinal survey data from Germany, we reveal differential effects by gender: whereas self-employed women experienced a substantial deterioration in their mental health, self-employed men displayed no significant changes up to early 2021. Financial losses are important in explaining these differences. In addition, we find larger mental health responses among self-employed women who were directly affected by government-imposed restrictions and bore an increased childcare burden due to school and daycare closures. We also find that self-employed individuals who are more resilient coped better with the crisis. T3 - CEPA Discussion Papers - 46 KW - self-employment KW - COVID-19 KW - mental health KW - gender KW - representative longitudinal survey data KW - PHQ-4 score KW - resilience Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-548999 SN - 2628-653X IS - 46 ER - TY - RPRT A1 - Eydam, Ulrich A1 - Diluiso, Francesca T1 - How to Redistribute the Revenues from Climate Policy? BT - A Dynamic Perspective with Financially Constrained Households T2 - CEPA Discussion Papers N2 - In light of climate change mitigation efforts, revenues from climate policies are growing, with no consensus yet on how they should be used. Potential efficiency gains from reducing distortionary taxes and the distributional implications of different revenue recycling schemes are currently debated. To account for households heterogeneity and dynamic trade-offs, we study the macroeconomic and welfare performance of different revenue recycling schemes using an Environmental Two-Agent New-Keynesian model, calibrated on the German economy. We find that, in the long run, welfare gains are higher when revenues are used to reduce distortionary taxes on capital, but this comes at the cost of higher inequality: while all households prefer labor income tax reductions to lump-sum transfers, only financially unconstrained households are better off when reducing taxes on capital income. Interestingly, we find that over the transition period relevant to meet short-medium run climate targets, labor income tax cuts are the most efficient and equitable instrument. T3 - CEPA Discussion Papers - 45 KW - double dividend KW - E-DSGE KW - environmental tax reform KW - non-Ricardian households KW - revenue recycling Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-548960 SN - 2628-653X IS - 45 ER - TY - RPRT A1 - Caliendo, Marco A1 - Cobb-Clark, Deborah A. A1 - Pfeifer, Harald A1 - Uhlendorff, Arne A1 - Wehner, Caroline T1 - Managers’ Risk Preferences and Firm Training Investments T2 - CEPA Discussion Papers N2 - We provide the first estimates of the impact of managers’ risk preferences on their training allocation decisions. Our conceptual framework links managers’ risk preferences to firms’ training decisions through the bonuses they expect to receive. Risk-averse managers are expected to select workers with low turnover risk and invest in specific rather than general training. Empirical evidence supporting these predictions is provided using a novel vignette study embedded in a nationally representative survey of firm managers. Risk-tolerant and risk-averse decision makers have significantly different training preferences. Risk aversion results in increased sensitivity to turnover risk. Managers who are risk-averse offer significantly less general training and, in some cases, are more reluctant to train workers with a history of job mobility. All managers, irrespective of their risk preferences, are sensitive to the investment risk associated with training, avoiding training that is more costly or targets those with less occupational expertise or nearing retirement. This suggests the risks of training are primarily due to the risk that trained workers will leave the firm (turnover risk) rather than the risk that the benefits of training do not outweigh the costs (investment risk). T3 - CEPA Discussion Papers - 44 KW - Manager Decisions KW - Employee Training KW - Risk Attitudes KW - Human Capital Investments Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-538439 SN - 2628-653X IS - 44 ER - TY - RPRT A1 - Franks, Max A1 - Kalkuhl, Matthias A1 - Lessmann, Kai T1 - Optimal Pricing for Carbon Dioxide Removal Under Inter-Regional Leakage T2 - CEPA Discussion Papers N2 - Carbon dioxide removal (CDR) moves atmospheric carbon to geological or land-based sinks. In a first-best setting, the optimal use of CDR is achieved by a removal subsidy that equals the optimal carbon tax and marginal damages. We derive second-best subsidies for CDR when no global carbon price exists but a national government implements a unilateral climate policy. We find that the optimal carbon tax differs from an optimal CDR subsidy because of carbon leakage, terms-of-trade and fossil resource rent dynamics. First, the optimal removal subsidy tends to be larger than the carbon tax because of lower supply-side leakage on fossil resource markets. Second, terms-of-trade effects exacerbate this wedge for net resource exporters, implying even larger removal subsidies. Third, the optimal removal subsidy may fall below the carbon tax for resource-poor countries when marginal environmental damages are small. T3 - CEPA Discussion Papers - 43 KW - carbon pricing KW - trade KW - unilateral climate policy KW - terms-of-trade effects KW - removal subsidies Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-538080 SN - 2628-653X IS - 43 ER - TY - RPRT A1 - Caliendo, Marco A1 - Künn, Steffen A1 - Mahlstedt, Robert T1 - The Intended and Unintended Effects of Promoting Labor Market Mobility T2 - CEPA Discussion Papers N2 - Subsidizing the geographical mobility of unemployed workers may improve welfare by relaxing their financial constraints and allowing them to find jobs in more prosperous regions. We exploit regional variation in the promotion of mobility programs along administrative borders of German employment agency districts to investigate the causal effect of offering such financial incentives on the job search behavior and labor market integration of unemployed workers. We show that promoting mobility – as intended – causes job seekers to increase their search radius, apply for and accept distant jobs. At the same time, local job search is reduced with adverse consequences for reemployment and earnings. These unintended negative effects are provoked by spatial search frictions. Overall, the unconditional provision of mobility programs harms the welfare of unemployed job seekers. T3 - CEPA Discussion Papers - 42 KW - Job Search KW - Active Labor Market Policy KW - Labor Market Mobility KW - Unintended Consequence KW - Search Frictions Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-535229 SN - 2628-653X ER - TY - RPRT A1 - Bachelet, Marion A1 - Kalkuhl, Matthias A1 - Koch, Nicolas T1 - What if working from home will stick? BT - Distributional and climate impacts for Germany T2 - CEPA Discussion Papers N2 - The COVID-19 pandemic created the largest experiment in working from home. We study how persistent telework may change energy and transport consumption and costs in Germany to assess the distributional and environmental implications when working from home will stick. Based on data from the German Microcensus and available classifications of working-from-home feasibility for different occupations, we calculate the change in energy consumption and travel to work when 15% of employees work full time from home. Our findings suggest that telework translates into an annual increase in heating energy expenditure of 110 euros per worker and a decrease in transport expenditure of 840 euros per worker. All income groups would gain from telework but high-income workers gain twice as much as low-income workers. The value of time saving is between 1.3 and 6 times greater than the savings from reduced travel costs and almost 9 times higher for high-income workers than low-income workers. The direct effects on CO₂ emissions due to reduced car commuting amount to 4.5 millions tons of CO₂, representing around 3 percent of carbon emissions in the transport sector. T3 - CEPA Discussion Papers - 41 KW - commuting KW - home office KW - COVID-19 KW - energy expenditure KW - carbon emissions Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-532384 SN - 2628-653X IS - 41 ER -