TY - RPRT A1 - Šedová, Barbora A1 - Čizmaziová, Lucia A1 - Cook, Athene T1 - A meta-analysis of climate migration literature T2 - CEPA Discussion Papers N2 - The large literature that aims to find evidence of climate migration delivers mixed findings. This meta-regression analysis i) summarizes direct links between adverse climatic events and migration, ii) maps patterns of climate migration, and iii) explains the variation in outcomes. Using a set of limited dependent variable models, we meta-analyze thus-far the most comprehensive sample of 3,625 estimates from 116 original studies and produce novel insights on climate migration. We find that extremely high temperatures and drying conditions increase migration. We do not find a significant effect of sudden-onset events. Climate migration is most likely to emerge due to contemporaneous events, to originate in rural areas and to take place in middle-income countries, internally, to cities. The likelihood to become trapped in affected areas is higher for women and in low-income countries, particularly in Africa. We uniquely quantify how pitfalls typical for the broader empirical climate impact literature affect climate migration findings. We also find evidence of different publication biases. T3 - CEPA Discussion Papers - 29 KW - migration KW - climate change KW - meta-analysis Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-499827 SN - 2628-653X IS - 29 ER - TY - RPRT A1 - Nastansky, Andreas A1 - Siris, Sarah T1 - Risikoverbund zwischen Banken und Staaten BT - eine empirische Analyse für den Euroraum T2 - Statistische Diskussionsbeiträge N2 - Die Begrenzung systemischer Risiken ist essentieller Bestandteil der neuen internationalen Finanzmarktordnung. Dabei galt es nicht nur die Verflechtung der Banken untereinander, sondern auch die Verbindung zwischen den Staatsfinanzen und der Solvenz der nationalen Bankensysteme (dem sog. Risikoverbund zwischen Staat und Banken) zu durchbrechen. Der Beitrag beleuchtet die Entwicklung der Forderungen gegenüber Staaten in den Bankbilanzen der Euroländer und des Eurosystems im Zeitverlauf sowie den daraus erwachsenden Risiken für die Finanzstabilität. Hierzu werden die Determinanten des Risikoverbunds theoretisch wie empirisch analysiert. Die fiskalische Kapazität der Eurostaaten wird anhand verschiedener Faktoren wie der Verschuldungsquote, dem Leistungsbilanzsaldo und der Kredit-BIP Lücke aufgezeigt; anschließend werden die Strukturen der Bankensysteme im Euroraum untersucht. Im Einzelnen werden die private und staatliche Gesamtverschuldung, die konsolidierte Bankenbilanzsumme und die darin enthaltenen Verbindlichkeiten sowie der Anteil des Bankensektors an der Bruttowertschöpfung in Relation zur Wirtschaftsleistung betrachtet. Außerdem finden NPE-Bestände in den Bankbilanzen sowie die Renditen der emittierten Staatsanleihen und damit in Verbindung stehenden CDS-Spreads Betrachtung. Zusätzlich werden die Konzentration, der Verschuldungsgrad, Liquiditätsziffern sowie länderspezifische Unterschiede in Art und Fristigkeit der Refinanzierung der Bankensektoren abgebildet. Auf Basis der empirischen Befunde werden im Hinblick auf die wechselseitigen Ansteckungseffekte zwischen Banken und Staaten Implikationen für die Finanzmarktregulierung diskutiert. N2 - Limiting systemic risks is an essential part of the new international financial market regulation. The purpose was not only to break the interconnectedness of banks, but also to reduce the link between public finances and the solvency of national banking systems (the so-called sovereign-bank diabolic loop). This article examines the development of sovereign exposures in the bank balance sheets of the euro countries and the Eurosystem over time and the resulting risks to financial stability. To this end, the determinants of the risk network are analysed both theoretically and empirically. The fiscal capacity of the euro countries is checked on the basis of various factors such as the debt ratio, the current account balance and the credit-GDP gap; the structures of the banking systems in the euro area are then examined. Specifically, total private and public debt, the consolidated banking balance sheet total and the liabilities contained therein as well as the share of the banking sector in gross value added in relation to economic output are evaluated. NPE holdings in bank balance sheets as well as the yields on government bonds issued and the associated CDS spreads are also analysed. Moreover, concentration, leverage ratio, liquidity ratios and country-specific differences in the type and maturity of refinancing in the banking sectors are studied. Based on the empirical findings, implications for the financial market regulation are discussed with regard to the reciprocal contagion effects between banks and states. T3 - Statistische Diskussionsbeiträge - 56 KW - banking KW - fiscal capacity KW - public debt KW - sovereign exposure KW - systemic risk KW - Banken KW - fiskalische Kapazität KW - Staatsanleihen KW - Staatsverschuldung KW - systemisches Risiko Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-619891 VL - 56 ER - TY - RPRT A1 - Nastansky, Andreas T1 - Topologische Datenanalyse BT - Eine Einführung in die Persistente Homologie und Mapper T2 - Statistische Diskussionsbeiträge N2 - Bei der Analyse von höherdimensionalen Daten kann deren Gestalt wichtige Informationen über den Datensatz liefern. Bei einer gegebenen Punktwolke, die aus einem unbekannten topologischen Raum ausgewählt wurde, versucht die Topologische Datenanalyse (TDA) den ursprünglichen Raum zu rekonstruieren. Dieser Beitrag soll eine Einführung in die Topologische Datenanalyse geben und konzentriert sich dabei auf zwei wichtige Aspekte: die Persistente Homologie und den Mapper. Dabei werden zuerst die notwendigen theoretischen Grundlagen vorgestellt und anschließend wird die Methodik bei der Visualisierung von Daten eingesetzt. Die Persistente Homologie ist eines der Standardwerkzeuge in der TDA. Sie findet ihre Anwendung beispielsweise in den Bereichen Formerkennung und -beschreibung. Der Mapper als zweites wichtiges Konzept der TDA wandelt umfangreiche, höherdimensionale Datensätze in Simplizialkomplexe um und kann dadurch geometrische und topologische Eigenschaften der Daten bestimmen. Des Weiteren ist die Mapper-Methode ein brauchbares Werkzeug zur Visualisierungen von mehrdimensionalen Daten, woran statistische Verfahren scheitern. N2 - In the analysis of higher-dimensional data their shape can provide important information about the dataset. Given a point cloud sampled from an unknown topological space, topological data analysis tries to reconstruct the original space. This paper provides an introduction into topological data analysis (TDA) and focuses on two important aspects: Persistent Homology and Mapper. First, the theoretical basics are introduced and then the methodology is applied to visualize data. Persistent Homology represents a standard tools in the TDA. This approach is used, for example, in shape recognition and description. The Mapper is a second important concept of the TDA and converts wide, higher-dimensional datasets into simplicial complexes. By that it can determine geometric and topological properties of the data. Furthermore, the Mapper method is a useful tool for the visualization of multi-dimensional data, where statistical methods fail. T3 - Statistische Diskussionsbeiträge - 53 Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-431420 IS - 53 ER - TY - RPRT A1 - Müller, Kai-Uwe A1 - Wrohlich, Katharina T1 - Does subsidized care for toddlers increase maternal labor supply? BT - Evidence from a large-scale expansion of early childcare T2 - CEPA Discussion Papers N2 - Expanding public or publicly subsidized childcare has been a top social policy priority in many industrialized countries. It is supposed to increase fertility, promote children’s development and enhance mothers’ labor market attachment. In this paper, we analyze the causal effect of one of the largest expansions of subsidized childcare for children up to three years among industrialized countries on the employment of mothers in Germany. Identification is based on spatial and temporal variation in the expansion of publicly subsidized childcare triggered by two comprehensive childcare policy reforms. The empirical analysis is based on the German Microcensus that is matched to county level data on childcare availability. Based on our preferred specification which includes time and county fixed effects we find that an increase in childcare slots by one percentage point increases mothers’ labor market participation rate by 0.2 percentage points. The overall increase in employment is explained by the rise in part-time employment with relatively long hours (20-35 hours per week). We do not find a change in full-time employment or lower part-time employment that is causally related to the childcare expansion. The effect is almost entirely driven by mothers with medium-level qualifications. Mothers with low education levels do not profit from this reform calling for a stronger policy focus on particularly disadvantaged groups in coming years. T3 - CEPA Discussion Papers - 9 KW - childcare provision KW - mother’s labor supply KW - generalized difference-in-difference Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-427727 SN - 2628-653X IS - 9 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 - Marcus, Jan A1 - Siedler, Thomas A1 - Ziebarth, Nicolas R. T1 - The Long-Run Effects of Sports Club Vouchers for Primary School Children T2 - CEPA Discussion Papers N2 - Starting in 2009, the German state of Saxony distributed sports club membership vouchers among all 33,000 third graders in the state. The policy’s objective was to encourage them to develop a long-term habit of exercising. In 2018, we carried out a large register-based survey among several cohorts in Saxony and two neighboring states. Our difference-in-differences estimations show that, even after a decade, awareness of the voucher program was significantly higher in the treatment group. We also find that youth received and redeemed the vouchers. However, we do not find significant short- or long-term effects on sports club membership, physical activity, overweightness, or motor skills. T3 - CEPA Discussion Papers - 34 KW - physical activity KW - voucher KW - primary school KW - obesity KW - habit formation KW - objective health measures KW - school health examinations KW - windfall gains KW - crowding out KW - taxpayer subsidies Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-508978 SN - 2628-653X IS - 34 ER - TY - RPRT A1 - Ludolph, Lars A1 - Šedová, Barbora T1 - Global food prices, local weather and migration in Sub-Saharan Africa T2 - CEPA Discussion Papers N2 - In this paper, we study the effect of exogenous global crop price changes on migration from agricultural and non-agricultural households in Sub-Saharan Africa. We show that, similar to the effect of positive local weather shocks, the effect of a locally-relevant global crop price increase on household out-migration depends on the initial household wealth. Higher international producer prices relax the budget constraint of poor agricultural households and facilitate migration. The order of magnitude of a standardized price effect is approx. one third of the standardized effect of a local weather shock. Unlike positive weather shocks, which mostly facilitate internal rural-urban migration, positive income shocks through rising producer prices only increase migration to neighboring African countries, likely due to the simultaneous decrease in real income in nearby urban areas. Finally, we show that while higher producer prices induce conflict, conflict does not play a role for the household decision to send a member as a labor migrant. T3 - CEPA Discussion Papers - 26 KW - labour migration KW - food prices KW - climate KW - Africa Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-494946 SN - 2628-653X IS - 26 ER - TY - RPRT A1 - Kritikos, Alexander A1 - Schiersch, Alexander A1 - Stiel, Caroline T1 - The productivity puzzle in business services T2 - CEPA Discussion Papers N2 - In Germany, the productivity of professional services, a sector dominated by micro and small firms, declined by 40 percent between 1995 and 2014. This productivity decline also holds true for professional services in other European countries. Using a German firm-level dataset of 700,000 observations between 2003 and 2017, we analyze this largely uncovered phenomenon among professional services, the 4th largest sector in the EU15 business economy, which provide important intermediate services for the rest of the economy. We show that changes in the value chain explain about half of the decline and the increase in part-time employment is a further minor part of the decline. In contrast to expectations, the entry of micro and small firms, despite their lower productivity levels, is not responsible for the decline. We also cannot confirm the conjecture that weakening competition allows unproductive firms to remain in the market. T3 - CEPA Discussion Papers - 37 KW - business services KW - labor productivity KW - productivity slowdown Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-514536 SN - 2628-653X IS - 37 ER - TY - RPRT A1 - Kritikos, Alexander A1 - Maliranta, Mika A1 - Nippala, Veera A1 - Nurmi, Satu T1 - Does gender of firm ownership matter? BT - Female entrepreneurs and the gender pay gap T2 - CEPA Discussion Papers N2 - We examine how the gender of business-owners is related to the wages paid to female relative to male employees working in their firms. Using Finnish register data and employing firm fixed effects, we find that the gender pay gap is – starting from a gender pay gap of 11 to 12 percent - two to three percentage-points lower for hourly wages in female-owned firms than in male-owned firms. Results are robust to how the wage is measured, as well as to various further robustness checks. More importantly, we find substantial differences between industries. While, for instance, in the manufacturing sector, the gender of the owner plays no role for the gender pay gap, in several service sector industries, like ICT or business services, no or a negligible gender pay gap can be found, but only when firms are led by female business owners. Businesses in male ownership maintain a gender pay gap of around 10 percent also in the latter industries. With increasing firm size, the influence of the gender of the owner, however, fades. In large firms, it seems that others – firm managers – determine wages and no differences in the pay gap are observed between male- and female-owned firms. T3 - CEPA Discussion Papers - 76 KW - entrepreneurship KW - gender pay gap KW - discrimination KW - linked employer-employee data Y1 - 2024 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-636194 SN - 2628-653X IS - 76 SP - 1 EP - 39 ER - 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 -