Modeling Social Networks as Mediators: A Mixed Membership Stochastic Blockmodel for Mediation

2018 ◽  
Vol 44 (2) ◽  
pp. 210-240 ◽  
Author(s):  
Tracy M. Sweet
Keyword(s):  
Social Networks ◽  
Network Model ◽  
Educational Interventions ◽  
Proof Of Concept ◽  
Mediation Model ◽  
Operating Characteristics ◽  
Instructional Coaches ◽  
The Social ◽  
Natural Mediator ◽  
New Framework

There are some educational interventions aimed at changing the ways in which individuals interact, and social networks are particularly useful for quantifying these changes. For many of these interventions, the ultimate goal is to change some outcome of interest such as teacher quality or student achievement, and social networks act as a natural mediator; the intervention changes the social networks of the teachers in schools, and teachers with certain types of social networks tend to use better teaching practices, for example. Due to lack of methodology, however, social networks have not been modeled as mediators. We present a new framework for modeling social networks as mediators in which a social network model is embedded into a mediation model and both models are estimated simultaneously. As a proof of concept, we introduce a new network model for mediation, applicable for interventions that affect subgroup structure. We provide a small simulation study to demonstrate the feasibility of this model and explore some potential operating characteristics. Finally, we apply our model to examine the effects of instructional coaches on teacher advice-seeking networks and subsequent changes in beliefs about mathematics.

Social Network Model of Political Participation in Japan*

2016 ◽  
Vol 17 (1) ◽  
pp. 44-62 ◽  
Author(s):  
AIE-RIE LEE
Keyword(s):  
Social Networks ◽  
Social Network ◽  
Political Participation ◽  
Network Model ◽  
Comprehensive Model ◽  
Political Equality ◽  
Economic Resource ◽  
Resource Level ◽  
The Social ◽  
Exogenous Factors

AbstractThe objective of the study is to re-examine the Verba, Nie, and Kim (VNK)'s path-breaking analysis of political participation and political equality, under the inclusion of a social network model in Japan. In particular, the present research investigates how and why we find the extremely low correlations between one's socio-economic resource level (SERL) and political participation in Japan, the evidence unsatisfactorily explained by the VNK analysis. Building on the social network model and employing the first wave of the Asian Barometer survey conducted in 2003, this research presents a more comprehensive model of political participation. The study finds three major kinds of causes for the weak associations between SERL–participation levels in Japan: exogenous factors (i.e., sex, urbanization, and age); equalizing impact of social networks; and weak SERL–psychological involvement linkage. From the viewpoint of the social network model, it is clear that the weak SERL–participation linkage is derived from the equalizing impact of group-based processes, yet uniquely Japanese style of network involvement.

scholarly journals MAPPING FEAR OF CRIME THROUGH SOCIAL NETWORK MODEL

2020 ◽  
Vol 3 (2) ◽  
pp. 135-150
Keyword(s):  
Social Networks ◽  
Social Network ◽  
Network Model ◽  
Criminal Behavior ◽  
Fear Of Crime ◽  
Control Mechanism ◽  
Binary Logistic Regression ◽  
Three Dimensions ◽  
The Social ◽  
Private And Public

The present study analyzes fear of crime through social network model. The social network model is delimited to three dimensions i.e., private social network (PrSN), parochial social network (PaSN), and public social network (PbSN). The association and contribution of each of the dimension is estimated through binary logistic regression. Data for the study is collected from 298 out of 1186 employees and students of the Main Campus of Abdul Wali Khan University Mardan, Khyber Pakhtunkhwa-Pakistan. Findings of the study show that the three dimensions are inversely related to the fear of crime. It means that improvement in private, parochial, and public social networks reduces fear of crime. Further, it is observed that private and public social networks are contributing more than parochial social network in reducing fear of crime in Pakhtun society of district Mardan. Thus, it is inferred that social networks through the development of a sense of empowerment among the members decrease fear of crime. Stronger social networks act as a social control mechanism and reduce the likelihood of the occurrence of deviant, and/or criminal behavior in a society

The value, costs, and meaning of transnational migration in rural Oaxaca, Mexico

2006 ◽  
Vol 3 (1) ◽  
pp. 15-25 ◽  
Author(s):  
Jeffrey H. Cohen ◽  
Bernardo Rios ◽  
Lise Byars
Keyword(s):  
Social Networks ◽  
Sense Of Belonging ◽  
Southern California ◽  
Transnational Migration ◽  
Urban Centers ◽  
Cultural Economic ◽  
Southern Mexico ◽  
Shared Identity ◽  
The Social

Rural Oaxacan migrants are defined as quintessential transnational movers, people who access rich social networks as they move between rural hometowns in southern Mexico and the urban centers of southern California.  The social and cultural ties that characterize Oaxacan movers are critical to successful migrations, lead to jobs and create a sense of belonging and shared identity.  Nevertheless, migration has socio-cultural, economic and psychological costs.  To move the discussion away from a framework that emphasizes the positive transnational qualities of movement we focus on the costs of migration for Oaxacans from the state’s central valleys and Sierra regions.   

Emotive Trending And Tracking of Tweets

2017 ◽  
Vol 7 (11) ◽  
pp. 25
Author(s):  
Sanjay Chhataru Gupta
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Social Network ◽  
The Social ◽  
The World ◽  
Complex Events

Popularity of the social media and the amount of importance given by an individual to social media has significantly increased in last few years. As more and more people become part of the social networks like Twitter, Facebook, information which flows through the social network, can potentially give us good understanding about what is happening around in our locality, state, nation or even in the world. The conceptual motive behind the project is to develop a system which analyses about a topic searched on Twitter. It is designed to assist Information Analysts in understanding and exploring complex events as they unfold in the world. The system tracks changes in emotions over events, signalling possible flashpoints or abatement. For each trending topic, the system also shows a sentiment graph showing how positive and negative sentiments are trending as the topic is getting trended.

PENERAPAN PROSEDUR MEDIASI DALAM PENYELESAIAN SENGKETA WAKAF DI PENGADILAN AGAMA

2018 ◽  
Vol 1 (1) ◽  
pp. 21-36
Author(s):  
Syufaat Syufaat
Keyword(s):  
Social Dimension ◽  
Mediation Process ◽  
Mutual Trust ◽  
Mediation Model ◽  
The Public ◽  
Spiritual Dimension ◽  
The People ◽  
The Social ◽  
Legal Proof ◽  
Religious Courts

Waqf has two dimensional meaning; the spiritual dimension that is taqarrub to Allah and the social dimension as the source of Islamic financial for the welfare of the people. Waqf disputes can be caused by several reasons; waqf land is not accompanied with a pledge; waqf is done on the basis of mutual trust so it has no legal proof and ownership. Currently, the choice to use the court is less effective in resolving disputes. Hence, the public ultimately chooses non-litigation efforts as a way to resolve the disputes. Mediation process is preferred by many as it is viewed to be the fairest way where none of the two parties wins or loses (win-win solution). It is also fast and cheap. This study is intended to examine how to solve waqf dispute with mediation model according to the waqf law, and how the application of mediation in the Religious Courts system

THE INFLUENCE OF SOCIAL NETWORKS IN FACILITATING TRAINING TRANSFER AND GOAL SETTING AMONGST SMALL BUSINESSWOMEN: A CONCEPTUAL FRAMEWORK

2017 ◽  
Vol 3 (2) ◽  
pp. 20
Author(s):  
Norlina Mohamed Noor ◽  
Raja Munirah Raja Mustapha
Keyword(s):  
Social Networks ◽  
Human Resource Development ◽  
Goal Setting ◽  
Training Transfer ◽  
Business Environment ◽  
Main Role ◽  
Training Process ◽  
Knowledge And Skills ◽  
The Social ◽  
Training Activities

Knowledge and skills have become the most crucial resource capital which enables organizations to survive in the ever changing business environment. One of the common strategies for organizations to increase their performance and productivity is through training and the main role of human resource development is to fulfil the needs of the organizations by providing employees with up to date expertise, information, knowledge and skills. Since huge financial investments and enormous time are allocated for training, organizations hope that the training will lead to the desired workoutcomes. However, this does not always happen. There is only a small percentage of training programs which had successfully shown lasting transferability to the workplace and this indicates thatunderstanding and improving the training transfer process is still a major concern for training researchers and practitioners. As training transfer is influenced by several variables at different levels of analysis, this study attempts to investigate the relationship between training transfer determinants, the involvement of different stakeholders and training activities in the training process. Specifically, this study investigates the influence of training transfer determinants on goal setting amongst small businesswomen. In addition, it will emphasize the roles of primary stakeholders in the social networkat different times during the training process towards achieving training transfer. Therefore, the framework postulates social networks as a moderating variable in enhancing training transfer andgoal setting amongst small businesswomen. 

The features of transnational corporations’ advertisement in social networks

2019 ◽  
pp. 89-92
Author(s):  
Daniella Mushka ◽  
Yeva Erfan
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Wide Spectrum ◽  
Subsequent Development ◽  
Transnational Corporations ◽  
Target Audience ◽  
Social Media Marketing ◽  
Scientific Article ◽  
The Social ◽  
The Given

This scientific article considers all aspects, modern importance and growing role of the social media marketing and advertisement in the general spectrum of marketing activity for developed and developing brands. Investigational actuality and basic directions of application of all spectrum of instruments of social networks for the sake of advancement of product and the processes of forming perception of trade mark and forming the image of brand are analyzed by the authors of the article. The given scientific article highlights the most popular trends and patterns of goods and trademarks’ promotion in the world in the context of updating the concept of advertising on social networks. The bigger and more engaged your target audience is on social media networks (Instagram, Facebook, Twitter, YouTube etc), the easier it will be for you to achieve every other marketing or business goal. The importance of social media marketing’s assistance in attracting new potential clients and customers to the company is also considered in the given article. Besides that, the authors of the article list and analyse wide spectrum of basic trends considering promotion and advertising in 2019 among the well-known brands. In addition to this all, the list of the most successful publicity advertisement campaigns of this year and brands which were promoted with their assistance are listed and analysed. In the context of the study, it shows up that advertising campaigns play a significant role not only in reaching sales but also in generating overall customer loyalty to the brand. This makes it possible to argue that the most reputable brands should have an important social goal that will be positively accepted by society and target audience in addition to the high quality and usability of the products or services. Social networking is the easiest way to see the social response to your promotion and lead to an instant purchase. Therefore, relying on the experience of the already well-known multinational and transnational corporations, social media marketing should take a significant share of the overall promotion of the company. The connection between the brand and potential customer should be built on the emotions that accompany consumers when viewing ads and using products. This scientific article eventually declares conclusions and prognoses in relation to subsequent development of these instruments and platforms for advancement and branding of small and large enterprises in future. It states that emotional connection between person and brand is much more effective for the company than an expensive ad.

Resilience and Support Networks for University Students with Disabilities

2018 ◽  
Vol 5 (2) ◽  
pp. 164
Author(s):  
María Leonila García Cedeño ◽  
Anicia Katherine Tarazona Meza ◽  
Robert Gonzalo Cedeño Mejía
Keyword(s):  
Social Networks ◽  
University Students ◽  
Students With Disabilities ◽  
Pearson Correlation ◽  
Support Networks ◽  
Pearson Correlation Coefficient ◽  
Structured Interviews ◽  
Disabled Students ◽  
The Social ◽  
Student Resilience

Resilience is a phenomenon that can be studied in catastrophic situations but also in everyday matters such as disability, this being an alternative way of working in the environment that requires the adaptation of the social networks that contain and support people with this condition. The research was conducted at the Technical University of Manabí applied to the population of students with disabilities. The paper presents an analysis of support networks and their relationship with student resilience. The results related to the application of the Saavedra-Villalta test are shown, which allowed to correlate the level of resilience of the sample studied with the support networks. An analysis linked to the interpretation of the Pearson correlation coefficient is presented. The result obtained is presented by applying semi-structured interviews to a sample of 48 disabled students.

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