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Permanent URI for this collectionhttps://hdl.handle.net/20.500.14288/6
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Publication Open Access The variable selection problem in the Three Worlds of Welfare literature(Springer, 2019) Öker, İbrahim; Yıldırım, Kerem; Yakut-Çakar, Burcu; Department of Sociology; Yörük, Erdem; Faculty Member; Department of Sociology; College of Social Sciences and Humanities; 28982Based on a quantitative meta-analysis of empirical studies, this article points out a significant flaw in the Three Worlds of Welfare literature, the variable selection problem. Compiling, classifying, and quantitatively analysing all variables that have been employed in this literature, the article shows first that variable selection has depended more on case selection than on theory. Scholars tend to employ variables based on data availability, rather than selecting variables according to theoretical frameworks. Second, the use of welfare policy variables is mostly limited to the analysis of Organization for Economic Co-operation and Development (OECD) countries, while studies analysing non-OECD countries, where data is limited, tend to use developmental outcome variables as a proxy. This tendency harms conceptualization and operationalization of welfare regimes, as well as blur the boundary between development and welfare regimes studies. Third, the use of original Esping-Andersen variables remains very limited, undermining continuity, comparability, and reliability within the literature.Publication Open Access Discovering Black Lives Matter events in the United States: Shared Task 3, CASE 2021(Association for Computational Linguistics (ACL), 2021) Giorgi, Salvatore; Zavarella, Vanni; Tanev, Hristo; Stefanovitch, Nicolas; Hwang, Sy; Hettiarachchi, Hansi; Ranasinghe, Tharindu; Kalyan, Vivek; Tan, Paul; Tan, Shaun; Andrews, Martin; Hu, Tiancheng; Stoehr, Niklas; Re, Francesco Ignazio; Vegh, Daniel; Atzenhofer, Dennis; Curtis, Brenda; Department of Sociology; Hürriyetoğlu, Ali; Teaching Faculty; Department of Sociology; College of Social Sciences and HumanitiesEvaluating the state-of-the-art event detection systems on determining spatio-temporal distribution of the events on the ground is performed unfrequently. But, the ability to both (1) extract events ""in the wild"" from text and (2) properly evaluate event detection systems has potential to support a wide variety of tasks such as monitoring the activity of socio-political movements, examining media coverage and public support of these movements, and informing policy decisions. Therefore, we study performance of the best event detection systems on detecting Black Lives Matter (BLM) events from tweets and news articles. The murder of George Floyd, an unarmed Black man, at the hands of police officers received global attention throughout the second half of 2020. Protests against police violence emerged worldwide and the BLM movement, which was once mostly regulated to the United States, was now seeing activity globally. This shared task asks participants to identify BLM related events from large unstructured data sources, using systems pretrained to extract socio-political events from text. We evaluate several metrics, assessing each system's ability to evolution of protest events both temporally and spatially. Results show that identifying daily protest counts is an easier task than classifying spatial and temporal protest trends simultaneously, with maximum performance of 0.745 (Spearman) and 0.210 (Pearson r), respectively. Additionally, all baselines and participant systems suffered from low recall (max.5.08), confirming the high impact of media sourcing in the modelling of protest movements.Publication Open Access Beneath walls and naked souls: factors influencing intercultural meaningful social interactions in public places of Istanbul(Association for Computing Machinery (ACM), 2022) N/A; Department of Sociology; Department of Media and Visual Arts; Ramirez Galleguillos, María Laura; Eloiriachi, Aya; Coşkun, Aykut; Faculty Member; Department of Sociology; Department of Media and Visual Arts; KU Arçelik Research Center for Creative Industries (KUAR) / KU Arçelik Yaratıcı Endüstriler Uygulama ve Araştırma Merkezi (KUAR); Graduate School of Social Sciences and Humanities; College of Social Sciences and Humanities; N/A; N/A; 165306Individuals often avoid intercultural interactions due to biases and stereotyped perceptions about others. However, these encounters are needed to promote social inclusion and diversity. Previous PD studies have supported migrants' social inclusion through developing their social capital and empowerment. Very few studies explored the facilitation of intercultural interactions within everyday contexts, like public places; further, most studies provide western perspectives. Addressing this gap, we conducted a focus group study with migrants and locals living in Istanbul, a city connecting eastern and western cultures, to explore how they perceive intercultural meaningful social interactions (IMSI). We asked participants to share poems about meaningful interactions, opening a dialogue about their intercultural life experiences. This technique allowed us to identify abstract qualities of IMSI and factors that influence them. We contribute to PD work on social inclusion by presenting in-between perspectives of IMSI and discussing opportunities for facilitating IMSI in a super-diverse city.Publication Open Access Gender policy architecture in Turkey: localizing transnational discourses of women's employment(Oxford University Press (OUP), 2017) Alnıaçık, Ayşe; Deniz, Ceren; Department of International Relations; Department of Sociology; Olcay, Özlem Altan; Gökşen, Fatoş; Faculty Member; Department of International Relations; Department of Sociology; College of Administrative Sciences and Economics; College of Social Sciences and Humanities; N/A; 51292This article studies the institutionalization and implementation of policies addressing women’s low labor force participation in Turkey. It examines how state actors and institutions translate gender mainstreaming and work-family balance in the Turkish policy context. Approaching the state as a multi-layered and hierarchical set of institutions and practices, we trace the emergence of a policy architecture that marginalizes questions of women’s employment and gender equality. Our goal is to shed light on how state actors and institutions actively participate in vernacularizing transnational gender policy norms and, in the process, bend these norms so far that they produce contradictory meanings and practices.Publication Open Access Contentious welfare: the Kurdish conflict and social policy as counterinsurgency in Turkey(Wiley, 2020) Department of Sociology; Yörük, Erdem; Yoltar, Çağrı; Faculty Member; Researcher; Department of Sociology; College of Social Sciences and Humanities; 28982; N/AThe period since the 1990s has witnessed the expanding political influence of the Kurdish movement across the country as well as a transformation in the welfare system, manifesting itself mainly in the emergence of extensive social assistance programs. While Turkish social assistance policy has been formally neutral regarding who is entitled to state aid, Kurds have been de facto singled out by these new welfare programs, as is shown by existing quantitative work. Based on a discourse analysis of legislation, parliamentary proceedings, and news media, this article examines the ways in which Turkish governments and policymakers consider the Kurdish question in designing welfare policies. We illustrate that Kurdish mobilization has become a central theme that informed the transformation of Turkish welfare system over the past three decades.Publication Open Access Neo-Ottomanism and Cool Japan in comparative perspective(Cambridge University Press (CUP), 2021) Shinohara, Chika; Department of Sociology; Ergin, Murat; Faculty Member; Department of Sociology; College of Social Sciences and Humanities; 106427Turkey and Japan have comparable histories of modernization beginning in the nineteenth century. They have since then produced modernities that are considered a mix of ""Eastern""and ""Western.""Over recent decades, both faced the question of what comes after modernity and began manufacturing their versions of authenticities and cultural exports. This paper comparatively locates two symptoms of this process. ""Neo-Ottomanism""refers to the increasing cultural consumption of Turkey's imperial past while ""Cool Japan""emphasizes popular products in entertainment, fashion, youth culture, and food, intending to shift Japan's image to a ""cool""place. Both projects, in different ways, are sponsored by the state; yet their reception in popular culture illustrates the vexed relationship between the state and culture: while states endeavor to colonize culture for their own interests, popular culture provides avenues to outwit the state's attempts. Popular culture's autonomy in both contexts has to do with the collapse of traditional hierarchies, which has paved the ways for the promotion and export of new identity claims. Local and global representations of neo-Ottomanism and Cool Japan differ. Internally, they are fragmented; externally, they are linked to international ""soft power,""and offer alternatives modernities in Turkey and Japan's regional areas of influence.Publication Open Access PROTEST-ER: retraining BERT for protest event extraction(Association for Computational Linguistics (ACL), 2021) Caselli, Tommaso; Basile, Angelo; Department of Sociology; Department of Computer Engineering; Hürriyetoğlu, Ali; Mutlu, Osman; Teaching Faculty; Researcher; Department of Sociology; Department of Computer Engineering; College of Social Sciences and Humanities; College of EngineeringWe analyze the effect of further pre-training BERT with different domain specific data as an unsupervised domain adaptation strategy for event extraction. Portability of event extraction models is particularly challenging, with large performance drops affecting data on the same text genres (e.g., news). We present PROTEST-ER, a retrained BERT model for protest event extraction. PROTEST-ER outperforms a corresponding generic BERT on out-of-domain data of 8.1 points. Our best performing models reach 51.91-46.39 F1 across both domains.Publication Open Access The gendered workplaces of women garment workers in Istanbul(Taylor _ Francis, 2017) Department of Sociology; Can, Başak Bulut; Faculty Member; Department of Sociology; College of Social Sciences and Humanities; 219278Drawing on 20 semi-structured interviews with women garment workers in a low-income neighbourhood of Istanbul, and observations in the ateliers where they worked, this article examines their work experiences in the gendered and sexualised work atmosphere of garment workshops. There are three interrelated levels upon which the gender-related issues emerge in women garment workers’ stories. The first set of discourses portrays young female garment workers in highly sexualised terms, and the second concerns the use of kinship vocabulary and avoidance of impersonal work relationships. That is, women workers’ experiences in capitalist production sites were trivialised and regulated through the sexualisation of their bodies and the deployment of kinship idioms while addressing their role at the workplace. The third level analyses women’s submissive, subversive or contradictory responses to these gendered disciplinary techniques and representations, i.e. the construction of their subjectivities. These three levels point to two things: first, cultural presumptions about marriage, women’s sexuality and reproductive cycles are materialised at the workplace. Second, gendered instantiations of these presumptions in a specific work environment are both informed by their familial roles (such as daughter, wife, mother, widowed) and inform their future reproductive preferences (whether they marry, have a child, get a divorce, etc.). This article shows how the ways in which women’s difference is construed and acted upon in the garment industry are inseparable from women’s reproductive decisions.Publication Open Access Integration processes of Syrian refugees in Turkey: 'class-based integration'(Oxford University Press (OUP), 2020) Department of Sociology; Şimşek, Doğuş; Teaching Faculty; Department of Sociology; College of Social Sciences and HumanitiesThis article explores the intersections between economic resources of refugees and integration. It measures processes of adaptation of Syrians by focusing on the legal-political and socio-economic dimensions of integration. The focus of my analysis of the situations of Syrian refugees in Turkey is on class and related to financial resources that help Syrians to reach a kind of stability and security to those who lack rights. The key theoretical undertaking of this article is an attempt to develop the concept of 'class-based integration'. The data consists of 120 semi-structured interviews conducted with Syrian refugees in Istanbul, Ankara and Gaziantep. I argue that Syrian refugees in Turkey go through 'class-based integration', which is in favour of refugees who do investments and who are skilled and leaves out refugees who are unskilled and do not have economic resources to invest in the receiving country from the integration processes. The article also shows that having economic resources could also support the construction of social bridges with members of the receiving society and overcoming the legal barriers to integration.Publication Open Access Thirty years of the Three Worlds of Welfare Capitalism: a review of reviews(Wiley, 2019) Powell, Martin; Bargu, Ali; Department of Sociology; Yörük, Erdem; Faculty Member; Department of Sociology; College of Social Sciences and Humanities; 28982In the 30 or so years since the publication of Gosta Esping‐Andersen's Three Worlds of Welfare Capitalism a number of rival welfare state typologies have emerged. This article has two broad aims. First, we review the reviews of welfare state typologies, pointing to issues of often unclear case selection and a wide range of concepts, variables, and methods, resulting in a variety of worlds of welfare and their constituent nations. We show that there is a great variety in the welfare modelling business at two different levels. Reviews vary significantly in terms of the number and composition of included studies, which has made it difficult to sum up the “state of the art.” Individual studies included in the reviews also vary significantly in terms of issues such as aims, concepts, variables, and methods. Second, we produce a new review, which adds value as it is based on a clearer search strategy, and includes more recent material that was not available in earlier reviews. This finds that there is a great variety in terms of process (concepts, variables, methods, and number of countries) and findings (the number and composition of “worlds”). We argue that the country classification seems to show less consensus that previous reviews, with fewer “pure” nations (i.e., agreement between studies). We suggest that in order to provide a clear point of engagement, future reviews need to pay more attention to a clear and explicit search strategy, including issues such as inclusion criteria.