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“Broadcast your gender.”
(2022)
Social media platforms provide a large array of behavioral data relevant to social scientific research. However, key information such as sociodemographic characteristics of agents are often missing. This paper aims to compare four methods of classifying social attributes from text. Specifically, we are interested in estimating the gender of German social media creators. By using the example of a random sample of 200 YouTube channels, we compare several classification methods, namely (1) a survey among university staff, (2) a name dictionary method with the World Gender Name Dictionary as a reference list, (3) an algorithmic approach using the website gender-api.com, and (4) a Multinomial Naïve Bayes (MNB) machine learning technique. These different methods identify gender attributes based on YouTube channel names and descriptions in German but are adaptable to other languages. Our contribution will evaluate the share of identifiable channels, accuracy and meaningfulness of classification, as well as limits and benefits of each approach. We aim to address methodological challenges connected to classifying gender attributes for YouTube channels as well as related to reinforcing stereotypes and ethical implications.
Borders are a main characteristic of political entities. The separation from and the interactions with the outside environment are realised simultaenously. This is now heavily questioned in the European Union as „the first post-modern political entity“ (Ruggie). Within the EU we have observed a process of „de-bordering“ and growing transborder cooperation. Simultaneously, the question of the external border of the EU is raised as a political and mental issue. Deepening of the present EU leads to the fostering of the external borders - this is the lesson of the last 10 years. This can be also observed at the EU’s Eastern border - after the „first Eastern enlargement“ in the context of German reunification in 1990 - to the Oder/Neisse. The article discusses the historic developments and specific challenges of this border line and argues for cooperative external borders of the EU.
The European potential for renewable electricity is sufficient to enable fully renewable supply on different scales, from self-sufficient, subnational regions to an interconnected continent. We not only show that a continental-scale system is the cheapest, but also that systems on the national scale and below are possible at cost penalties of 20% or less. Transmission is key to low cost, but it is not necessary to vastly expand the transmission system. When electricity is transmitted only to balance fluctuations, the transmission grid size is comparable to today's, albeit with expanded cross-border capacities. The largest differences across scales concern land use and thus social acceptance: in the continental system, generation capacity is concentrated on the European periphery, where the best resources are. Regional systems, in contrast, have more dispersed generation. The key trade-off is therefore not between geographic scale and cost, but between scale and the spatial distribution of required generation and transmission infrastructure.
Reaching the Sustainable Development Goals requires a fundamental socio-economic transformation accompanied by substantial investment in low-carbon infrastructure. Such a sustainability transition represents a non-marginal change, driven by behavioral factors and systemic interactions. However, typical economic models used to assess a sustainability transition focus on marginal changes around a local optimum, whichby constructionlead to negative effects. Thus, these models do not allow evaluating a sustainability transition that might have substantial positive effects. This paper examines which mechanisms need to be included in a standard computable general equilibrium model to overcome these limitations and to give a more comprehensive view of the effects of climate change mitigation. Simulation results show that, given an ambitious greenhouse gas emission constraint and a price of carbon, positive economic effects are possible if (1) technical progress results (partly) endogenously from the model and (2) a policy intervention triggering an increase of investment is introduced. Additionally, if (3) the investment behavior of firms is influenced by their sales expectations, the effects are amplified. The results provide suggestions for policy-makers, because the outcome indicates that investment-oriented climate policies can lead to more desirable outcomes in economic, social and environmental terms.
In response to the impending spread of COVID-19, universities worldwide abruptly stopped face-to-face teaching and switched to technology-mediated teaching. As a result, the use of technology in the learning processes of students of different disciplines became essential and the only way to teach, communicate and collaborate for months. In this crisis context, we conducted a longitudinal study in four German universities, in which we collected a total of 875 responses from students of information systems and music and arts at four points in time during the spring–summer 2020 semester. Our study focused on (1) the students’ acceptance of technology-mediated learning, (2) any change in this acceptance during the semester and (3) the differences in acceptance between the two disciplines. We applied the Technology Acceptance Model and were able to validate it for the extreme situation of the COVID-19 pandemic. We extended the model with three new variables (time flexibility, learning flexibility and social isolation) that influenced the construct of perceived usefulness. Furthermore, we detected differences between the disciplines and over time. In this paper, we present and discuss our study’s results and derive short- and long-term implications for science and practice.
An egalitarian approach to the fair representation of voters specifies three main institutional requirements: proportional representation, legislative majority rule and a parliamentary system of government. This approach faces two challenges: the under-determination of the resulting democratic process and the idea of a trade-off between equal voter representation and government accountability. Linking conceptual with comparative analysis, the article argues that we can distinguish three ideal-typical varieties of the egalitarian vision of democracy, based on the stages at which majorities are formed. These varieties do not put different relative normative weight onto equality and accountability, but have different conceptions of both values and their reconciliation. The view that accountability is necessarily linked to clarity of responsibility', widespread in the comparative literature, is questioned - as is the idea of a general trade-off between representation and accountability. Depending on the vision of democracy, the two values need not be in conflict.
Open Government
(2013)
Bis heute gelingt es kaum, Begriffe rund um die Verwaltungsreform – von New Public Management bis zu den E-Modellen – schlüssig voneinander abzugrenzen. Dieses Defizit wird bei der Betrachtung des Konzepts Open Government erneut sichtbar. Der Begriff Open Government ist dabei nicht nur aus verwaltungswissenschaftlicher, sondern mit Blick auf die Instrumente der direkten Demokratie auch aus politikwissenschaftlicher Perspektive zu betrachten. Handelt es sich um einen Sammelbegriff für hauptsächlich schon Dagewesenes?
The use of unilateral force under George W. Bush is not a new phenomenon in US foreign policy. As the author argues, it is merely a continuation of Bill Clinton’s foreign policy and is deeply rooted in both the foreign policy traditions of Jacksonianism and Wilsonianism. The analysis concludes that Clinton used unilateralist foreign policy with a 'smile' whereas the Bush administration uses it with an attitude.
Measuring migration 2.0
(2021)
The interest in human migration is at its all-time high, yet data to measure migration is notoriously limited. “Big data” or “digital trace data” have emerged as new sources of migration measurement complementing ‘traditional’ census, administrative and survey data. This paper reviews the strengths and weaknesses of eight novel, digital data sources along five domains: reliability, validity, scope, access and ethics. The review highlights the opportunities for migration scholars but also stresses the ethical and empirical challenges. This review intends to be of service to researchers and policy analysts alike and help them navigate this new and increasingly complex field.