Originator or propagator? Incorporating social role theory into topic models for twitter content analysis

A large number of studies have been devoted to modeling the contents and interactions between users on Twitter. In this paper, we propose a method inspired from Social Role Theory (SRT), which assumes that a user behaves differently in different roles in the generation process of Twitter content. We consider the two most distinctive social roles on Twitter: originator and propagator, who respectively posts original messages and retweets or forwards the messages from others. In addition, we also consider role-specific social interactions, especially implicit interactions between users who share some common interests. All the above elements are integrated into a novel regularized topic model. We evaluate the proposed method on real Twitter data. The results show that our method is more effective than the existing ones which do not distinguish social roles. Copyright 2013 ACM.

Incorporating social role theory into topic models for social media content analysis

In this paper, we explore the idea of social role theory (SRT) and propose a novel regularized topic model which incorporates SRT into the generative process of social media content. We assume that a user can play multiple social roles, and each social role serves to fulfil different duties and is associated with a role-driven distribution over latent topics. In particular, we focus on social roles corresponding to the most common social activities on social networks. Our model is instantiated on microblogs, i.e., Twitter and community question-answering (cQA), i.e., Yahoo! Answers, where social roles on Twitter include "originators" and "propagators", and roles on cQA are "askers" and "answerers". Both explicit and implicit interactions between users are taken into account and modeled as regularization factors. To evaluate the performance of our proposed method, we have conducted extensive experiments on two Twitter datasets and two cQA datasets. Furthermore, we also consider multi-role modeling for scientific papers where an author's research expertise area is considered as a social role. A novel application of detecting users' research interests through topical keyword labeling based on the results of our multi-role model has been presented. The evaluation results have shown the feasibility and effectiveness of our model.

Expanding Role Theory: US Responses to Hizb'allah and Iran

There are many sociopolitical theories to help explain why governments and actors do what they do. Securitization Theory is a process-oriented theory in international relations that focuses on how an actor defines another actor as an “existential threat,” and the resulting responses that can be taken in order to address that threat. While Securitization Theory is an acceptable method to analyze the relationships between actors in the international system, this thesis contends that the proper examination is multi-factorial, focusing on the addition of Role Theory to the analysis. Consideration of Role Theory, which is another international relations theory that explains how an actor’s strategies, relationships, and perceptions by others is based on pre-conceptualized definitions of that actor’s identity, is essential in order to fully explain why an actor might respond to another in a particular way. Certain roles an actor may enact produce a rival relationship with other actors in the system, and it is those rival roles that elicit securitized responses. The possibility of a securitized response lessens when a role or a relationship between roles becomes ambiguous. There are clear points of role rivalry and role ambiguity between Hizb’allah and Iran, which has directly impacted, and continues to impact, how the United States (US) responds to these actors. Because of role ambiguity, the US has still not conceptualized an effective way to deal with Hizb’allah and Iran holistically across all its various areas of operation and in its various enacted roles. It would be overly simplistic to see Hizb’allah and Iran solely through one lens depending on which hemisphere or continent one is observing. The reality is likely more nuanced. Both Role Theory and Securitization theory can help to understand and articulate those nuances. By examining two case studies of Hizb’allah and Iran’s enactment of various roles in both the Middle East and Latin America, the situations where roles cause a securitized response and where the response is less securitized due to role ambiguity will become clear. Using this augmented approach of combining both theories, along with supplementing the manner in which an actor, action, or role is analyzed, will produce better methods for policy-making that will be able to address the more ambiguous activities of Hizb’allah and Iran in these two regions.

Social role effects on gender stereotyping in Germany and Japan

Social role theory postulates that gender stereotypes are restrained for men and women observed in the same social role. Cultural differences in the valuation of communal attributes might moderate this effect. To examine this possibility, 288 participants (144 German, 144 Japanese) estimated the communal and agentic attributes of an average man or woman described in a male-dominated role, a female-dominated role, or without role information. We hypothesized and found that in Germany and Japan, participants perceived men as more agentic than women without role information and as similarly agentic in the same role. However, for communion, German and Japanese participants reacted differently. German participants perceived women as more communal than men without role information and in male-dominated roles and perceived men as more communal than women in female-dominated roles. Japanese participants perceived all targets as similarly communal, regardless of role or gender, suggesting that communion is generally expected in Japan.

Role Expectations and State Socialization: Germany's Rediscovery of the Use of Force 1990-1995

This dissertation engages the question of why German political elites accepted the use of force during the 1990s and started to commit the country's armed forces to multilateral peacekeeping missions. Previous governments of the Federal Republic had opposed foreign deployment of the military and Germany was characterized by a unique strategic culture in which the efficacy of military force was widely regarded as negative. The rediscovery of the use of force constituted a significant reorientation of German security policy with potentially profound implications for international relations. I use social role theory to explain Germany's security policy reorientation. I argue that political elites shared a national role conception of their country as a dependable and reliable ally. Role expectations of the international security environment changed as a result of a general shift to multilateral intervention as means to address emerging security problems after the Cold War. Germany's resistance to the use of force was viewed as inappropriate conduct for a power possessing the economic and military wherewithal of the Federal Republic. Elites from allied countries exerted social pressure to have Germany contribute commensurate with capabilities. German political elites adapted role behavior in response to external expectations in an effort to preserve the national role conception of a dependable and reliable ally. Security policy reorientation to maintain Germany's national role conception was pursued by conservative elites who acted as 'role entrepreneurs'. CDU/CSU politicians initiated a process of role adaptation to include the use of force for non-defensive missions. They persuaded Social Democrats and Alliance 90/Green party politicians that the maintenance of the country's role conception necessitated a reorientation in security policy to accommodate the changes in the security environment.

Studies in the role of the public school teacher,

Includes bibliographies.

Role of the educator in social software initiatives in Further and Higher Education:a conceptualisation and research agenda

Higher and further education institutions are increasingly using social software tools to support teaching and learning. A growing body of research investigates the diversity of tools and their range of contributions. However, little research has focused on investigating the role of the educator in the context of a social software initiative, even though the educator is critical for the introduction and successful use of social software in a course environment. Hence, we argue that research on social software should place greater emphasis on the educators, as their roles and activities (such as selecting the tools, developing the tasks and facilitating the student interactions on these tools) are instrumental to most aspects of a social software initiative. To this end, we have developed an agenda for future research on the role of the educator. Drawing on role theory, both as the basis for a systematic conceptualization of the educator role and as a guiding framework, we have developed a series of concrete research questions that address core issues associated with the educator roles in a social software context and provide recommendations for further investigations. By developing a research agenda we hope to stimulate research that creates a better understanding of the educator’s situation and develops guidelines to help educators carry out their social software initiatives. Considering the significant role an educator plays in the initiation and conduct of a social software initiative, our research agenda ultimately seeks to contribute to the adoption and efficient use of social software in the educational domain.

Up close and personal on physical education teachers' identity: Is conflict an issue?

Much of the research on teachers' work is informed by role theory, that assumes teachers' identity is largely ascribed. When there are inconsistencies in teachers' and others' expectations for different occupational roles such as physical education teacher and sports coach, 'role conflict' is said to occur. This stud), sought to investigate if role conflict was a major concern for Australian physical education teacher/coaches. Findings, informed by case studies with five teacher/coaches, challenge the assumption that moving between professional responsibilities causes role conflict. Rather, in moving across contexts, the physical education teachers managed inconsistencies in ways that resulted in positive and rawarding work experiences.

How does introducing love impact management?

Religion at work is nowadays a hot-topic for organizational researchers. Studies have been conducted in order to understand whether there is a possible connection between God and management. This study aims to understand what is the impact of managing through God’s Love. It was found that managing with Love contributes for a new organizational culture characterized by the way managers face work (Culture of Identification), the way they use their characteristics for the benefit of the organization (Culture of Integration), the way human relations are developed (Culture of Bonds) and that it creates sustainable value (Culture of Entrepreneurship) for organizations. Main implications of these results are presented below.

Quality of life, happiness and satisfaction with life of individuals 75 years old or older cared for by a home health care program

This case study identifies the elements that compose the Quality of Life (QofL) of individuals who were 75 years old or older and receive care at home. The study's sample was composed of individuals 75 years or older cared for by a home health care service in the primary health care unit in Vilafranca del Penedès, Spain (n=26). The variables included: a) socio-demographic data; b) concept of QofL; c) perception of QofL; d) reasons for their perception; d) satisfaction with life and related aspects; and f) feeling of happiness. Face to face interviews were conducted. A total of 76.9% of the individuals reported a good perception of QofL and the main reasons related to it were: health, family and social relationships, and the ability to adapt. Role Theory and Disengagement Theory explain the adaptation process of these individuals at this point in life.

Quality of life, happiness and satisfaction with life of individuals 75 years old or older cared for by a home health care program

This case study identifies the elements that compose the Quality of Life (QofL) of individuals who were 75 years old or older and receive care at home. The study's sample was composed of individuals 75 years or older cared for by a home health care service in the primary health care unit in Vilafranca del Penedès, Spain (n=26). The variables included: a) socio-demographic data; b) concept of QofL; c) perception of QofL; d) reasons for their perception; d) satisfaction with life and related aspects; and f) feeling of happiness. Face to face interviews were conducted. A total of 76.9% of the individuals reported a good perception of QofL and the main reasons related to it were: health, family and social relationships, and the ability to adapt. Role Theory and Disengagement Theory explain the adaptation process of these individuals at this point in life.

Quality of life, happiness and satisfaction with life of individuals 75 years old or older cared for by a home health care program

This case study identifies the elements that compose the Quality of Life (QofL) of individuals who were 75 years old or older and receive care at home. The study's sample was composed of individuals 75 years or older cared for by a home health care service in the primary health care unit in Vilafranca del Penedès, Spain (n=26). The variables included: a) socio-demographic data; b) concept of QofL; c) perception of QofL; d) reasons for their perception; d) satisfaction with life and related aspects; and f) feeling of happiness. Face to face interviews were conducted. A total of 76.9% of the individuals reported a good perception of QofL and the main reasons related to it were: health, family and social relationships, and the ability to adapt. Role Theory and Disengagement Theory explain the adaptation process of these individuals at this point in life.

Le rôle de consultation selon l'expérience d'un groupe d'infirmières cliniciennes spécialisées

Mémoire numérisé par la Division de la gestion de documents et des archives de l'Université de Montréal

L’étendue effective de la pratique d’infirmières en pédiatrie : ses déterminants et son influence sur la satisfaction professionnelle

Le déploiement optimal de l’étendue de la pratique infirmière, qui traduit la mise en œuvre du rôle professionnel, est essentiel à l’accessibilité, à la continuité, à la qualité ainsi qu’à la sécurité des soins, dont ceux dispensés aux enfants et à leur famille. Or, il semble que les infirmières éprouvent certaines difficultés à déployer pleinement leur étendue de pratique, ce qui pourrait également compromettre la satisfaction professionnelle, un enjeu majeur pour la rétention du personnel dans les organisations de soins de santé. Le but de cette étude est de mesurer l’étendue effective de la pratique d’infirmières en pédiatrie, ses déterminants et son influence sur la satisfaction professionnelle. Le cadre de référence, un modèle original développé dans cette thèse, prend appui sur la théorie des caractéristiques de l’emploi (Hackman & Oldham, 1974), le modèle tension-autonomie (Karasek, 1985), la théorie du rôle (Biddle, 1979) et les travaux de D’Amour et al. (2012) portant sur l’étendue de la pratique infirmière. Afin d’atteindre le but de cette étude, le modèle développé met en relation les caractéristiques du travail et les caractéristiques individuelles d’influence potentielle sur le déploiement de l’étendue de la pratique infirmière. Il présuppose également un lien entre l’étendue de la pratique infirmière et la satisfaction professionnelle. Un devis corrélationnel descriptif a été retenu pour cette étude. Une enquête par questionnaire auprès d’infirmières de cinq secteurs d’activités d’un centre hospitalier pédiatrique universitaire du Québec a été réalisée (N=301). Les associations entre les variables ont été examinées en utilisant des analyses bivariées, multivariées et un modèle d’équations structurelles. Les analyses effectuées révèlent une bonne concordance du modèle développé (ratio x²/dl= 1,68; RMSEA = ,049; CFI = ,985). Au total, le modèle explique 32,5 % de la variance de l’étendue de la pratique infirmière et 11,3% de la variance de la satisfaction professionnelle. Les résultats font état d’un déploiement non-optimal de l’étendue de la pratique infirmière (3,21/6; É.T.= ,707). Les variables significativement associées au déploiement de l’étendue de la pratique infirmière sont: la latitude décisionnelle (β = ,319; p <0,01), la surcharge de rôle (β = ,201; p <0,05), l’ambiguïté de rôle (β = ,297; p <0,05), le besoin de croissance individuelle de l’infirmière (β = ,151; p <0,05) et le niveau de formation (β = ,128; p <0,05). Il est également démontré que l’étendue de la pratique infirmière est associée positivement à la satisfaction professionnelle (β = ,118; p <0,01). Une description plus détaillée des résultats de l’étendue de la pratique infirmière en fonction du niveau de formation et du poste occupé met en lumière que les infirmières bachelières ont une étendue de pratique significativement plus élevée (3,35; É.T =,746) que les infirmières collégiales (3,12; É.T =,669). L’occupation d’un poste de clinicienne est aussi associée à une plus grande étendue de pratique infirmière. Précisément, les infirmières qui occupent un poste d’infirmière obtiennent un score de 3,13/6 (É.T =,664) alors que le score des infirmières qui occupent un poste de clinicienne s’élève à 3,48/6 (É.T =,798). Cette étude innove en présentant un modèle de référence qui a le potentiel de générer des connaissances importantes en sciences infirmières en lien avec le déploiement optimal de l’étendue de pratique infirmière. Prenant appui sur ce modèle novateur, les résultats révèlent les caractéristiques du travail sur lesquelles il y a urgence d’agir afin d’accroître le déploiement de l’étendue de la pratique infirmière et par le fait même la satisfaction professionnelle.