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  • Rehbein, Ines; Lapesa, Gabriella; Glavas, Goran (Hrsg.) (2021): Frame detection in German political discourses : How far can we go without large-scale manual corpus annotation? REHBEIN, Ines, ed., Gabriella LAPESA, ed., Goran GLAVAS, ed. and others. Proceedings of 1st Workshop on Computational Linguistics for Political Text Analysis (CPSS-2021). Duisburg-Essen: GSCL, 2021, pp. 13-24

    Frame detection in German political discourses : How far can we go without large-scale manual corpus annotation?

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    Automated detection of frames in political discourses has gained increasing attention in natural language processing (NLP). Earlier studies in this area however focus heavily on frame detection in English using supervised machine learning approaches. Addressing the difficulty of the lack of annotated data for training and/or evaluating supervised models for low-resource languages, we investigate the potential of two NLP approaches that do not require large-scale manual corpus annotation from scratch: 1) LDA-based topic modelling, and 2) a combination of word2vec embeddings and handcrafted framing keywords based on a novel, expert-curated framing schema. We test these approaches using a novel corpus consisting of German-language news articles on the "European Refugee Crisis" between 2014-2018. We show that while topic modelling is insufficient in detecting frames in a dataset with highly homogeneous vocabulary, our second approach yields intriguing and more humanly interpretable results. This approach offers a promising opportunity to incorporate domain knowledge from political science and NLP techniques for bottom-up, explorative political text analyses.

  • Bonner, Carissa; Trevena, Lyndal J.; Gaissmaier, Wolfgang; Han, Paul K. J.; Okan, Yasmina; Ozanne, Elissa; Peters, Ellen; Timmermans, Danielle; Zikmund-Fisher, Brian J. (2021): Current Best Practice for Presenting Probabilities in Patient Decision Aids : Fundamental Principles Medical Decision Making (MDM). Sage. 2021, 41(7), pp. 821-833. ISSN 0272-989X. eISSN 1552-681X. Available under: doi: 10.1177/0272989X21996328

    Current Best Practice for Presenting Probabilities in Patient Decision Aids : Fundamental Principles

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    Background
    Shared decision making requires evidence to be conveyed to the patient in a way they can easily understand and compare. Patient decision aids facilitate this process. This article reviews the current evidence for how to present numerical probabilities within patient decision aids.

    Methods
    Following the 2013 review method, we assembled a group of 9 international experts on risk communication across Australia, Germany, the Netherlands, the United Kingdom, and the United States. We expanded the topics covered in the first review to reflect emerging areas of research. Groups of 2 to 3 authors reviewed the relevant literature based on their expertise and wrote each section before review by the full authorship team.

    Results
    Of 10 topics identified, we present 5 fundamental issues in this article. Although some topics resulted in clear guidance (presenting the chance an event will occur, addressing numerical skills), other topics (context/evaluative labels, conveying uncertainty, risk over time) continue to have evolving knowledge bases. We recommend presenting numbers over a set time period with a clear denominator, using consistent formats between outcomes and interventions to enable unbiased comparisons, and interpreting the numbers for the reader to meet the needs of varying numeracy.

    Discussion
    Understanding how different numerical formats can bias risk perception will help decision aid developers communicate risks in a balanced, comprehensible manner and avoid accidental “nudging” toward a particular option. Decisions between probability formats need to consider the available evidence and user skills. The review may be useful for other areas of science communication in which unbiased presentation of probabilities is important.

  • Exzellenzcluster „The Politics of Inequality“ (Hrsg.) (2021): COVID-19 und Ungleichheit

    COVID-19 und Ungleichheit

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    dc.title:


    dc.contributor.editor: Exzellenzcluster „The Politics of Inequality“

  • Khashabi, Pooyan; Kretschmer, Tobias; Zubanov, Nick; Heinz, Matthias; Friebel, Guido (2021): Market Competition and the Effectiveness of Performance Pay Organization Science. Institute for Operations Research and the Management Sciences (INFORMS). 2021, 32(2), pp. 334-351. ISSN 1047-7039. eISSN 1526-5455. Available under: doi: 10.1287/orsc.2020.1392

    Market Competition and the Effectiveness of Performance Pay

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    It is well established that the effectiveness of pay-for-performance (PfP) schemes depends on employee- and organization-specific factors. However, less is known about the moderating role of external forces such as market competition. Our theory posits that competition generates two counteracting effects—the residual market and competitor response effects—that vary with competition and jointly generate a curvilinear relationship between PfP effectiveness and competition. Weak competition discourages effort response to PfP because there is little residual market to gain from rivals, whereas strong competition weakens incentives because an offsetting response from competitors becomes more likely. PfP hence has the strongest effect under moderate competition. Field data from a bakery chain and its competitive environment confirm our theory and let us refute several alternative interpretations.

  • Datenschutz in der (Corona-)Krise : Selbstbestimmung und Vertrauen im Fokus

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    Die Nutzung von persönlichen Daten der Bürger:innen bietet enormes Potential für die Bewältigung gesellschaftlicher Herausforderungen. Doch das Thema wird kontrovers diskutiert – von Corona-Apps und Bewegungsdaten bis hin zur Vorratsdatenspeicherung. Datenschutz hat in Deutschland einen sehr hohen Stellenwert, doch unsere repräsentative Befragung zeigt: Wenn auf Freiwilligkeit statt auf Zwang gesetzt wird, ist die Bevölkerung eher bereit, Daten zur Verfügung zu stellen. Die Datennutzung sollte daher die informationelle Selbstbestimmtheit der Bürger:innen achten und für sie oder andere einen konkreten Nutzen erkennen lassen. Neben diesen Faktoren ist das Vertrauen in öffentliche Institutionen zentral, um breite Zustimmung zur Nutzung persönlicher Daten zu gewährleisten – in Krisenzeiten und darüber hinaus.

  • Trevena, Lyndal J.; Bonner, Carissa; Okan, Yasmina; Peters, Ellen; Gaissmaier, Wolfgang; Han, Paul K. J.; Ozanne, Elissa; Timmermans, Danielle; Zikmund-Fisher, Brian J. (2021): Current Challenges When Using Numbers in Patient Decision Aids : Advanced Concepts Medical Decision Making (MDM). Sage. 2021, 41(7), pp. 834-847. ISSN 0272-989X. eISSN 1552-681X. Available under: doi: 10.1177/0272989X21996342

    Current Challenges When Using Numbers in Patient Decision Aids : Advanced Concepts

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    Background
    Decision aid developers have to convey complex task-specific numeric information in a way that minimizes bias and promotes understanding of the options available within a particular decision. Whereas our companion paper summarizes fundamental issues, this article focuses on more complex, task-specific aspects of presenting numeric information in patient decision aids.

    Methods
    As part of the International Patient Decision Aids Standards third evidence update, we gathered an expert panel of 9 international experts who revised and expanded the topics covered in the 2013 review working in groups of 2 to 3 to update the evidence, based on their expertise and targeted searches of the literature. The full panel then reviewed and provided additional revisions, reaching consensus on the final version.

    Results
    Five of the 10 topics addressed more complex task-specific issues. We found strong evidence for using independent event rates and/or incremental absolute risk differences for the effect size of test and screening outcomes. Simple visual formats can help to reduce common judgment biases and enhance comprehension but can be misleading if not well designed. Graph literacy can moderate the effectiveness of visual formats and hence should be considered in tool design. There is less evidence supporting the inclusion of personalized and interactive risk estimates.

    Discussion
    More complex numeric information. such as the size of the benefits and harms for decision options, can be better understood by using incremental absolute risk differences alongside well-designed visual formats that consider the graph literacy of the intended audience. More research is needed into when and how to use personalized and/or interactive risk estimates because their complexity and accessibility may affect their feasibility in clinical practice.

  • Homeoffice und mobiles Arbeiten? : Frag doch einfach! klare Antworten aus erster Hand

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    Arbeiten im Homeoffice – für viele ist das mittlerweile Alltag. Die Tendenz zu mehr mobilem Arbeiten zeichnet sich seit Längerem ab und wurde durch die Corona-Krise noch beschleunigt. Da sich diese Entwicklung wohl nicht wieder umkehren wird, stehen viele Unternehmen, Arbeitgeber sowie Arbeitnehmer vor der Frage nach dem richtigen Umgang mit der neuen Form des Arbeitens. Die Autoren dieses Buches beantworten die wichtigsten Fragen systematisch aus wissenschaftlicher sowie praktischer Perspektive. Dabei finden sich Tipps und Beispiele für Mitarbeitende, Teams, Führungskräfte, Organisationen sowie Politik und Gesellschaft.

  • Vertrauen ist gut, Replikation ist besser : Für eine evidenz-basierte Asylpolitik : Replik auf Ursula Gräfin Praschma

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    Diese Replik setzt sich mit dem ZAR-Aufsatz von Ursula Gräfin Praschma auseinander, in dem die Vizepräsidentin des Bundesamts für Migration und Flüchtlinge (BAMF) wissenschaftlichen Studien zu regional divergierenden Entscheidungspraktiken im deutschen Asylsystem ihre Gültigkeit abgesprochen hat. Der Artikel zeigt, dass weiterhin beachtliche Ungleichheiten im Asylvollzug bestehen. Der Verfasser argumentiert, dass die Darlegungen der BAMF-Vizepräsidentin nicht unabhängig validierbar sind und so nicht die wissenschaftlichen Gütekriterien erfüllen, denen auch publizierte Auswertungen des BAMF genügen müssen. Der Autor plädiert für eine evidenzbasierte Asylpolitik, zu welcher der institutionalisierte Zugang zu Asylstatistiken, die öffentliche Darlegung zentraler Verteilungs- und Entscheidungspraktiken wie auch die transparente Darstellung BAMF-interner Analysen zu Schutzquotenabweichungen gehören.

  • (2021): Between substantive and symbolic influence : diffusion, translation and bricolage in German pension politics Review of International Political Economy. Routledge, Taylor & Francis Group. 2021, 28(6), pp. 1632-1651. ISSN 0969-2290. eISSN 1466-4526. Available under: doi: 10.1080/09692290.2020.1790405

    Between substantive and symbolic influence : diffusion, translation and bricolage in German pension politics

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    Diffusion, transfer and translation literatures assume that policy ideas are conceived exogenously, while domestic perspectives such as bricolage consider policy innovations as reactivated local ideas. Cases where foreign ideas do not shape local actors’ preferences, but still feature saliently in public discourse therefore appear in a conceptual blind spot. The paper develops a distinction between the symbolic and substantive functions of foreign ideas. For the case of German pension politics it argues that foreign ideas can be causally consequential as (symbolic) framing devices, even if their underlying ideas had (substantively) long been conceived and advocated in the domestic context. The analysis finds that the foreign-frame ‘Anglo-American pension funds’—a most likely case for translation and diffusion—was initially employed by change agents to advance their longstanding preference for more financialized pension policies. During the ensuing political struggles, continuity agents successfully reinterpreted and utilized the same frame to prevent pension financialization and veneer continuity as the transfer of a foreign policy innovation in what is best described as label localization. Thinking of foreign ideas in substantive and symbolic terms specifies how ideas emerge and how they are used in political conflict, which bridges global and domestic perspectives on policy change.

  • Global norms, regional practices : Taste-based and statistical discrimination in German asylum decision-making - Supplementary Material

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    This document contains the Supplementary Material to the Working Paper "Global norms, regional practices: Taste-based and statistical discrimination in German asylum decision-making" published in the Working Paper Series of the Cluster of Excellence "The Politics of Inequality". The paper can be found here: nbn-resolving.de/urn:nbn:de:bsz:352-2-1sumrr9j5bd2v2






    While the Working Paper focuses on the decisions made by the BAMF, related analyses on a smaller number of court decisions are provided in the Supplementary Material (Tables SA1–SA7).

  • Rudolph, Cort; Allan, Blake; Clark, Malissa; Hertel, Guido; Hirschi, Andreas; Kunze, Florian; Shockley, Kristen; Shoss, Mindy; Sonnentag, Sabine; Zacher, Hannes (2021): Pandemics : Implications for Research and Practice in Industrial and Organizational Psychology Industrial and Organizational Psychology. Cambridge University Press. 2021, 14(1-2), pp. 1-35. ISSN 1754-9426. eISSN 1754-9434. Available under: doi: 10.1017/iop.2020.48

    Pandemics : Implications for Research and Practice in Industrial and Organizational Psychology

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    Pandemics have historically shaped the world of work in various ways. With COVID-19 presenting as a global pandemic, there is much speculation about the impact that this crisis will have for the future of work and for people working in organizations. In this article, we discuss 10 of the most relevant research and practice topics in the field of industrial and organizational (IO) psychology that will likely be impacted by COVID-19. For each of these topics, the pandemic crisis is creating new work-related challenges, but also presenting various opportunities. The topics discussed herein include occupational health and safety, work-family issues, telecommuting, virtual teamwork, job insecurity, precarious work, leadership, human resources policy, the aging workforce, and careers. This article sets the stage for further discussion of various ways in which IO psychology research and practice can address the impacts of COVID- 19 for work and organizational processes that are affecting workers now and will shape the future of work and organizations in both the short and long term. This article concludes by inviting IO psychology researchers and practitioners to address the challenges and opportunities of COVID-19 head-on by proactively innovating the work that we do in support of workers, organizations, and society as a whole.

  • Harbers, Imke; Tatham, Michaël; Tillin, Louise; Zuber, Christina Isabel (2021): Thirty years of Regional and Federal Studies Regional and Federal Studies. Routledge, Taylor & Francis Group. 2021, 31(1), pp. 1-23. ISSN 1359-7566. eISSN 1743-9434. Available under: doi: 10.1080/13597566.2020.1868998

    Thirty years of Regional and Federal Studies

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    Regional and Federal Studies’30th anniversary offers an opportunity to takestock of the state of the discipline and of the journal. We make four claims.First, the multi-level nature of the political world has intensified in the last 30years. Second, the approaches to studying this changing world have evolvedthrough a quantitative and comparative turn.Regional and Federal Studieshas embraced these developments whilst remaining faithful to its tradition ofrich conceptual and case-study work. Third, the journal has contributed tothe‘territorialization’of mainstream political science as manyfields of studyhave gradually recognized the limitations of national- or single-level analyses.Finally, the journal itself has diversified in terms of approaches, methods,geographical coverage, and gender balance of author profiles, although werecognize there is more to do. We view further comparative research on theGlobal South as a particularly important research avenue.

  • Busemeyer, Marius R.; Abrassart, Aurélien; Nezi, Spyridoula; Nezi, Roula (2021): Beyond Positive and Negative : New Perspectives on Feedback Effects in Public Opinion on the Welfare State British Journal of Political Science. Cambridge University Press. 2021, 51(1), pp. 137-162. ISSN 0007-1234. eISSN 1469-2112. Available under: doi: 10.1017/S0007123418000534

    Beyond Positive and Negative : New Perspectives on Feedback Effects in Public Opinion on the Welfare State

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    The study of policy feedback on public attitudes and policy preferences has become a growing area of research in recent years. Scholars in the tradition of Pierson usually argue that positive, self-reinforcing feedback effects dominate (that is, attitudes are commensurate with existing institutions), whereas the public thermostat model developed by Wlezien and Soroka expects negative, self-undermining feedback. Moving beyond the blunt distinction between positive and negative feedback, this article develops and proposes a more fine-grained typology of feedback effects that distinguishes between accelerating, self-reinforcing and self-undermining, specific and general, as well as long- and short-term dynamic feedback. The authors apply this typology in an analysis of public opinion on government spending in different areas of the welfare state for twenty-one OECD countries, employing a pseudo-panel approach. The empirical analysis confirms the usefulness of this typology since it shows that different types of feedback effects can be observed empirically.

  • Holzer, Boris; Koos, Sebastian; Meyer, Christian; Otto, Isabell; Panreck, Isabelle-Christine; Reichardt, Sven (2021): Einleitung: Protest in der Pandemie REICHARDT, Sven, ed.. Die Misstrauensgemeinschaft der "Querdenker" : Die Corona-Proteste aus kultur- und sozialwissenschaftlicher Perspektive. Frankfurt: Campus Verlag, 2021, pp. 7-26. ISBN 978-3-593-51458-1

    Einleitung: Protest in der Pandemie

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    dc.title:


    dc.contributor.author: Panreck, Isabelle-Christine

  • The labor market integration of immigrant women in Europe : context, theory and evidence

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    Women represent an important component of the immigration population in Europe and have increasingly been a group of interest in academic studies, especially with regard to their integration outcomes. In this overview, we seek to provide a comprehensive resource for scholars of female immigrant labor market integration in Europe, to act both as a reference and a roadmap for future studies in this domain. We begin by presenting a contextual history of immigration to and within Europe since the Second World War, before outlining the major theoretical assumptions about immigrant women’s labor market disadvantage from economics and sociology. We then synthesize the empirical findings published between 2000 and 2020 and analyze how they line up with the theoretical predictions. We also present descriptive analyses with data from 2019, which expose any discrepancies between the current situation in European countries and the situation during the time periods considered in the reviewed studies.
    As a group, immigrant women are often reported to experience significant disadvantages in their labor market integration, both compared to immigrant men and to native women. However, this type of approach glosses over the substantial heterogeneity in immigrant women’s experiences. Instead, our overview points to a selective disadvantage for immigrant women that is highly dependent on their country of origin and the reception context they encounter after immigration.

  • (2021): Dimitry Kochenov: Citizenship Zeitschrift für Ausländerrecht und Ausländerpolitik (ZAR). C.H. Beck. 2021, 41(10), pp. 378-380. ISSN 0721-5746

    Dimitry Kochenov: Citizenship

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  • Kulic, Nevena; Dotti Sani, Giulia M.; Strauß, Susanne; Bellani, Luna (2021): Economic disturbances in the COVID-19 crisis and their gendered impact on unpaid activities in Germany and Italy European Societies. Routledge, Taylor & Francis Group. 2021, 23(S1), pp. S400-S416. ISSN 1461-6696. eISSN 1469-8307. Available under: doi: 10.1080/14616696.2020.1828974

    Economic disturbances in the COVID-19 crisis and their gendered impact on unpaid activities in Germany and Italy

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    This article investigates whether changes in women’s and men’s contributions to household income in Germany and Italy during the COVID-19 pandemic are associated with changes in unpaid work. The current health crisis represents a unique opportunity to explore these topics, because the restrictive measures imposed during the lockdown are likely to have generated an unexpected shock to both domestic work and individual ability to contribute to household income. Using data from two novel datasets collected in Germany and Italy during the pandemic, this article shows that changes to both contribution to household income and unpaid activities during the crisis have been gendered, affecting women more negatively than men. In addition, we suggest that economic disturbances during the pandemic are associated with gendered changes in unpaid work that seem to be driven by changes in bargaining power in both countries. Our results also show some support for enhanced traditionalization of domestic life among German couples during the crisis, as predicted by gender display theories, albeit only regarding childcare.

  • Redistribution beyond equality and status quo : heterogeneous societies in the lab

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  • Fakten statt Meinungen : für eine evidenzbasierte Asylpolitik

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    Das Bundesamt für Migration und Flüchtlinge (BAMF) bestreitet, dass die Schutzquoten in der Asylpolitik sich systematisch regional unterscheiden. Der Verfasser widerspricht dieser Interpretation und fordert aufgrund der prekären Datenlage im Flüchtlingswesen eine evidenzbasierte Migrationspolitik, die über Entscheidungstrends regelmäßig und detailliert berichtet und sich offen und transparent mit kritischen Studien auseinandersetzt.

  • When everyone thinks they’re middle-class : (Mis-) Perceptions of inequality and why they matter for social policy

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    Current levels of social and economic inequalities are an enduring challenge for policymakers concerned with sustaining high levels of prosperity and social mobility. Understanding which types of inequalities people in Germany regard as important is crucial. Using survey data, this paper presents evidence that misperceptions about inequality among the German population are common. Inequality is perceived as a problem and most respondents would prefer a more egalitarian society. However, people still underestimate the extent of inequality in important ways. This suggests that there is the potential for a policy agenda that emphasizes progressive and egalitarian policies. For such policies to gain public support, they should be tied to information on specific aspects of inequality.

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