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Open-Source’s Inspirations for Computational Social Science: Lessons from a Failed Analysis
Get PDFThe questions we can ask currently, building on decades of research, call for advanced methods and understanding. We now have large, complex data sets that require more than complex statistical analysis to yield human answers. Yet as some researchers have pointed out, we also have challenges, especially in computational social science. In a recent project I faced several such challenges and eventually realized that the relevant issues were familiar to users of free and open-source software. I needed a team with diverse skills and knowledge to tackle methods, theories, and topics. We needed to iterate over the entire project: from the initial theories to the data to the methods to the results. We had to understand how to work when some data was freely available but other data that might benefit the research was not. More broadly, computational social scientists may need creative solutions to slippery problems, such as restrictions imposed by terms of service for sites from which we wish to gather data. Are these terms legal, are they enforced, or do our institutional review boards care? Lastly—perhaps most importantly and dauntingly—we may need to challenge laws relating to digital data and access, although so far this conflict has been rare. Can we succeed as open-source advocates have
The Demands of Niqabi Women in the Telegram Subaltern Corner Orgullo Niqabi
Get PDFThe present article is about Niqabi women belonging to the private Telegram instant messaging channel Orgullo Niqabi (Spanish for ‘Niqabi Pride’). More specifically, our main objective is to explain what they are demanding, how they articulate their demands through that channel, and why they use it for communicating and to organize their actions. Said demands are mainly linked to their recognition as autonomous and political individuals within the different contexts in which they find themselves. First, our analysis will focus on categorizing their social and political demands for being recognized, not only as Muslims, but also as autonomous, independent, and political beings. Second, we intend to explain how those demands, expressed in the virtual world, are articulated in specific actions in the different societies and social contexts in which these women live. To this end, this article analyzes, following the procedures of the Grounded Theory, the discourses obtained through 27 in depth interviews conducted in the first half of the year 2019. The strength of this research lies in overcoming the difficult access to these women and their discourses as well as in clarifying who they are, what they are demanding from the societies in which they live, how and why they are virtually grouped and the consequences of their virtual grouping in the different societies in which each of them lives
Generation Z and Organizational Listening on Social Media
Get PDFYoung people are avid users of social media and have appeared as a powerful force for social change, as shown by the ranks of those who have joined Greta Thunberg in the global climate movement. In addition to challenging political institutions and governments, young people today are also holding the corporate world accountable. To respond to young people’s expectations, brands, and organizations have turned to social media to interact and build relationships with them. However, critics have lamented that these attempts often fail and that young people’s trust in institutions, brands, and organizations continues to decline. This article asks how young people perceive organizational listening on social media and whether their perceptions are related to their trust in the information shared by brands and other organizations on social media. Data for the study were gathered through an online survey in Finland and the UK. The respondents (N = 1,534), aged 15–24, represent the age cohort known as Generation Z. The results show that organizational listening is connected to higher levels of perceived benefits from social media as well as higher levels of trust in the information that brands, public authorities, and non-governmental organizations share on social media. The results highlight the role of competent listening on social media, bolstering the previous literature connecting both organizational listening and trust with higher levels of participation and engagement online
Rezo and German Climate Change Policy: The Influence of Networked Expertise on YouTube and Beyond
Get PDFJust before the European election in May 2019 a YouTube video titled The Destruction of the CDU (Rezo, 2019a) caused political controversy in Germany. The video by the popular German YouTuber Rezo attacked the conservative Government party CDU (Christlich Demokratische Union Deutschlands) mainly for climate inaction. As a reaction to the subsequent attacks on Rezo and his video from the political establishment an alliance of popular German YouTubers formed to release a second video. In this video, the YouTubers asked their followers not to vote for the Government or the far-right parties, because they would ignore the expertise of scientists and the scientific consensus on anthropogenic climate change and therefore be unable to provide sustainable solutions for the future. This debate started as a YouTube phenomenon but quickly evolved into a national public discussion that took place across various social media channels, blogs, newspapers, and TV news, but also e.g., in discussions in schools, churches, as well as arts and cultural events. The focus of this contribution is on the formation of the heterogeneous coalition that emerged to defend and support the YouTubers. It prominently involved scientists and scientific expertise, but other forms of expertise and ‘worlds of relevance’ were also part of this coalition. The conceptual tools of ‘networked expertise’ and ‘ethno-epistemic assemblages’ are employed to explore expertise and credibility as well as the associations and networks of actors involved which illuminate how a single YouTuber was able to contribute to the unleashing of a national debate on climate change policy
The Political Debate on Climate Change in Italy: A Discourse Network Analysis
Get PDFClimate change is considered by policymakers as one of the most pressing global issues of our time. International institutions and national governments are, to varying degrees, committed to tackling climate change, but it has only been possible to define a shared system of collective goals across countries through the 2015 United Nations Climate Change Conference in Paris (COP21). A growing interest in climate change policy has been present in the Italian political debate, yet we have little evidence regarding the nature of related climate change debates across Italian policymakers. By using Discourse Network Analysis (DNA) to investigate Italian policymakers’ discourses in the Chamber of Deputies during the 17th Italian Legislature (2013–2018), this study shows that debates on climate change-related strategies are largely unpolarized, except for certain issues, and that coalitions emerge over time around core strategies. Groups of policymakers with similar policy beliefs emerge independently from their political affiliations. Our analysis is thus the first to apply DNA to provide empirical evidence of the convergence across Italian policymakers and the potential for the bridging of political discourses on climate change
The Effect of Parties on Voters’ Satisfaction with Democracy
Get PDFElectoral ‘winners’ (i.e., voters casting a ballot for a party included in the post-electoral government) are acknowledged to be more satisfied with democracy than supporters of opposition parties. However, little is known about the influence of parties and their specifics on the boost in satisfaction with democracy experienced by their voters. To address this question, the research utilizes 17 surveys from 12 countries included in the European Social Survey rounds 1–8, for which a government replacement took place during the survey period. This allows this research to employ discontinuity design and examine the effect of two attributes related to parties—differences in party vote shares, and voters’ feeling of closeness to a party. The findings suggest that these factors have a negligible influence on voters’ satisfaction with democracy and only scant evidence is found that closeness to a party tends to increase their satisfaction. When voters’ attitudes from before and after a government replacement are compared, changes in government do not seem to strike voters as a surprise and thus they do not cause any sudden and lasting changes in the general attitudes of electorates. Nevertheless, this indicates a novel contribution to the literature: the effect of losing needs some time to fully develop until it results in a decrease in satisfaction level. Based on these findings, the research concludes that when it comes to parties’ characteristics, it is primarily the government/opposition status which determines voters’ degree of satisfaction with democracy
Press Freedom and Corruption Perceptions: Is There a Reputational Premium?
Get PDFMany studies find a strong association between press freedom and corruption perceptions (Adsera, Boix, & Payne, 2003; Brunetti & Weder, 2003; Freille, Haque, & Kneller, 2007). However, it is possible that this relationship is driven by experts’ belief that limits on press freedom are associated with corruption. This article tests the association between press freedom and corruption perceptions using objective measures of corruption from the World Bank’s Enterprise Surveys, a series of representative surveys of the owners and top managers of private firms in the manufacturing and service sectors. Our findings suggest that there is a reputational premium associated with press freedom: Holding corruption experiences constant, corruption perceptions are improved by greater press freedom. Moreover, we find that the developed world is best placed to avail of this premium, as it is most evident in countries with low to moderate levels of corruption by global standards
Comparing Discourse and Policy Network Approaches: Evidence from Water Policy on Micropollutants
Get PDFTo understand how actors make collective policy decisions, scholars use policy and discourse network approaches to analyze interdependencies among actors. While policy networks often build on survey data, discourse networks typically use media data to capture the beliefs or policy preferences shared by actors. One of the reasons for the variety of data sources is that discourse data can be more accessible to researchers than survey data (or vice versa). In order to make an informed decision on valid data sources, researchers need to understand how differences in data sources may affect results. As this remains largely unexplored, we analyze the differences and similarities between policy and discourse networks. We systematically compare policy networks with discourse networks in respect of the types of actors participating in them, the policy proposals actors advocate and their coalition structures. For the policy field of micropollutants in surface waters in Germany, we observe only small differences between the results obtained using the policy and discourse network approaches. We find that the discourse network approach particularly emphasizes certain actor types, i.e., expanders who seek to change the policy status quo. The policy network approach particularly reflects electoral interests, since preferences for policies targeting voters are less visible. Finally, different observation periods reveal some smaller differences in the coalition structures within the discourse network. Beyond these small differences, both approaches come to largely congruent results with regards to actor types, policy preferences and coalition structures. In our case, the use of discourse and policy network approaches lead to similar conclusions regarding the study of policy processes
Business Power in Noisy Politics: An Exploration Based on Discourse Network Analysis and Survey Data
Get PDFThis study links voter-centred and interest group perspectives to assess the role structurally powerful businesses can play in contested political issues. Revisiting the literature on business influence in politics, incumbent businesses are theorised to strategically use their structural power to influence voters’ preferences. The conceptual framework is illustrated with a case study of a direct democratic vote related to Swiss energy policy. To empirically trace the role incumbent businesses played in the run-up to the vote, the study employs a two-step approach. First, it uses Discourse Network Analysis (DNA) to examine arguments and actor coalitions in the public debate preceding the vote. Second, the DNA results inform a statistical analysis of survey data on voting behaviour. The findings suggest that incumbent businesses can use their structural power strategically to shape voting behaviour. The study stimulates the discussion about political power relationships in societies and enriches the nascent debate about phasing out unsustainable energy infrastructure. Importantly, it opens up ways to combine DNA with other methods, an avenue that shows promise for use and further refinement in future applications
“It Is Part of Belonging”: Walking Groups to Promote Social Health amongst People Living with Dementia
Get PDFPeople with dementia often report experiencing a ‘shrinking world’ connected with reduced opportunities to access physical and social spaces. This article applies the framework of social health (Dröes et al., 2017; Huber et al., 2011) as a theoretical lens through which to consider how inclusive walking groups can facilitate access to places and spaces to support people with dementia to remain connected in their communities. Findings are reported from walking interviews and focus group discussions with people with dementia, family carers, volunteers and walk leaders who participated in a national programme of dementia-friendly walking groups in Scotland. Thematic analysis of the data demonstrates that participation has a positive impact on social health, supporting people living with dementia to fulfil their potential, to engage in meaningful activity and to manage both their condition and their wider lives. Benefits include providing a context for continuing social participation and relationships for people with dementia and family carers. Additionally, groups provide a safe space where people with dementia can walk with autonomy and help to reinforce a sense of capacity and agency. Wider implications include the role of walking groups in fostering interdependencies between people with dementia and their wider communities by promoting an enabling ethos of dementia ‘inclusiveness.’ The benefits of developing an inclusive and supportive approach to involving people living with dementia in walking groups could extend more broadly to the wider community, with such initiatives acting as a catalyst for growing levels of social participation