Social Network Mapping Research Articles

Policy design and implementation: a quantitative evaluation and empirical study of China's rural sports policy based on the PMC index model.

The formulation and implementation of a rural sports policy is an important means of promoting rural sports, improving the physical wellbeing of farmers, and enhancing the cohesion of rural communities. However, introducing such a policy faces problems in the process of specific policy practices, such as poor effective implementation, a lagging implementation effect, and goal cognitive bias. How to look at the current rural sports policy implementation blockage problem and the governance of the blockage, in order to improve the level of rural sports public service, is the focus of this paper's research. On this basis, this paper selects 56 policy texts, issued from 2002 to 2023, that are highly relevant to rural sports and have high timeliness and authority from the sports policies issued in China. Also, ROST CM6 software is used to count high-frequency words; this study then draws keyword social network mapping for the visual analysis of policy preferences and selects 20 rural sports policy texts as typical samples. Finally, a policy modeling research consistency (PMC) index model is used to evaluate the texts comprehensively and quantitatively. The results show that the overall design of China's rural sports policies is relatively reasonable. However, the consistency and effectiveness of their implementation need to be improved. Twenty representative policy texts have an average PMC index score of 5.96, with a concave index of 3.04 (which is good overall), with the highest mean value for rural sports policies at the national level. This is followed by the second highest value at the municipal and county levels, and the smallest at the provincial level. Therefore, in the future formulation and implementation of rural sports policies, a multi-dimensional rural sports policy system should be constructed. This would help to strengthen the consistency and effectiveness of the implementation of the policy system and promote the high-quality development of rural sports.

The mapping of social networks and computer technology in the star wars universe in 1977-2023: a historical retrospective

The mapping of social networks and computer technology in the star wars universe in 1977-2023: a historical retrospective

The Role of Scientific Research in Human Papillomavirus Vaccine Discussions on Twitter: Social Network Analysis.

Attitudes toward the human papillomavirus (HPV) vaccine and accuracy of information shared about this topic in web-based settings vary widely. As real-time, global exposure to web-based discourse about HPV immunization shapes the attitudes of people toward vaccination, the spread of misinformation and misrepresentation of scientific knowledge contribute to vaccine hesitancy. In this study, we aimed to better understand the type and quality of scientific research shared on Twitter (recently rebranded as X) by vaccine-hesitant and vaccine-confident communities. To analyze the use of scientific research on social media, we collected tweets and retweets using a list of keywords associated with HPV and HPV vaccines using the Academic Research Product Track application programming interface from January 2019 to May 2021. From this data set, we identified tweets referring to or sharing scientific literature through a Boolean search for any tweets with embedded links, hashtags, or keywords associated with scientific papers. First, we used social network analysis to build a retweet or reply network to identify the clusters of users belonging to either the vaccine-confident or vaccine-hesitant communities. Second, we thematically assessed all shared papers based on typology of evidence. Finally, we compared the quality of research evidence and bibliometrics between the shared papers in the vaccine-confident and vaccine-hesitant communities. We extracted 250 unique scientific papers (including peer-reviewed papers, preprints, and gray literature) from approximately 1 million English-language tweets. Social network maps were generated for the vaccine-confident and vaccine-hesitant communities sharing scientific research on Twitter. Vaccine-hesitant communities share fewer scientific papers; yet, these are more broadly disseminated despite being published in less prestigious journals compared to those shared by the vaccine-confident community. Vaccine-hesitant communities have adopted communication tools traditionally wielded by health promotion communities. Vaccine-confident communities would benefit from a more cohesive communication strategy to communicate their messages more widely and effectively.

A Snapshot of Academic Job Placements in Linguistics in the US and Canada

Abstract Most people working in the field of linguistics in the US and Canada have an intuitive sense of who the “major players” are among PhD-granting linguistics departments. Our analysis demonstrates that the frequently-perceived hierarchy of linguistics programs is indeed correct. Drawing on publicly available information from Winter/Spring, 2019 on faculty at all PhD-granting linguistics programs across the US and Canada, we use social network and heat map visualizations to demonstrate the existence of an extraordinarily strong and relatively stable hierarchy of programs whose graduates dominate the linguistics academic job market. A secondary finding is that many of the top programs are characterized by gender imbalances. We argue that the top programs’ tremendous influence on the job market as a whole affords these programs the ability – indeed, the responsibility – to take the lead in effecting positive change in the field's hiring patterns more broadly.

Social Dynamics and Intelligence of Killer Whales (Orcinus Orca)

The present study undertakes a comprehensive investigation into the behavioral and social complexity of Orcinus orca, commonly referred to as killer whales. Utilizing a multimodal approach that combines acoustic analysis, behavioral observation, and social network mapping, this research addresses four primary dimensions: the species' specialized communication techniques, intricate social structures, cooperative hunting strategies, and evidence for cultural transmission. Our analysis reveals that killer whales employ diverse acoustic and non-acoustic signals, enabling intricate communication networks essential for social bonding and collaborative behaviors. Social structures within pods are observed to be highly hierarchical, often influenced by matrilineal lineages, thereby indicating advanced social organization. Cooperative hunting strategies differ depending on prey type and local environmental conditions, reflecting a high degree of behavioral adaptability and specialization. The study also furnishes compelling evidence for the cultural transmission of learned behaviors across generations, suggesting a complexity often attributed solely to primates. Understanding these multidimensional characteristics holds substantial implications for the broader marine biology animal cognition field, especially for conserving this apex predator. However, it is essential to note the limitations of this study, including potential observer bias, restricted sample size due to observational limitations, and the inconclusive nature of some findings on cultural transmission. Further research is imperative, both to validate and extend these results. Advancements in remote sensing technologies and machine learning algorithms offer promising avenues for future research, which is pivotal for developing nuanced and effective conservation strategies for Orcinus orca in an era of rapidly changing oceanic ecosystems.

“Amusing ourselves to death”: Mechanisms in cyberbullying prompted by rumors and denigration amidst the COVID-19 pandemic in China

The use of rumors and denigration in cyberbullying have been studied in the contexts of public opinion and public policy, but questions remain. The study presented here examines the association of rumors and denigration with cyberbullying during the COVID-19 pandemic and provides a sentiment evolution and social network map of cyberbullying features at different stages of an episode. This study applied latent dirichlet allocation (LDA) topic modeling, sentiment analysis and semantic network analysis to analyze three Chinese cases where rumors and denigration triggered cyberbullying, with 7691 comments. The authors found that cyberbullying caused by rumors and denigration often started with the release of fake information, and core topics and sentiment values varied between stages of the cyberbullying episode. Collective moral disengagement theory suggests collective behavior may reduce moral self-control, generating online interactive behaviors that enhance the spread of rumors and denigration. Spiral of silence theory also offers perspectives on cyberbullying, which are considered in this study. While the cases in this study occurred within the context of COVID-19, cyberbullying via rumor and denigration may occur in many scenarios, so the current paper will interest multiple audiences. The findings of this study suggest that researchers and decision-makers could helpfully design programs to supervise public opinion, raise awareness of cyberbullying and avoid secondary harms.

An analysis of actors participating in the design and implementation of workplace breastfeeding interventions in Mexico using the NetMap analysis approach.

While breastfeeding is recognized as providing optimal nutrition for infants and toddlers, maternal employment is a commonly mentioned barrier to breastfeeding. The goal was to (a) identify key actors participating in the design and implementation of workplace breastfeeding interventions in Mexico, (b) understand the complexity of interactions between the actors, and (c) map the connections and influence between the actors when looking into networks of Advice, Command, Funding, and Information. Following the NetMap methodology, a total of 11 semi-structured interviews with 12 interview partners from 10 organizations were conducted. Interview data were analyzed, and networks were analyzed and visualized, using a social network mapping software. A total of 83 actors from five different actor groups were identified. Four networks were constructed along the four types of connections: Advice, Command, Funding, and Information. The actors were connected by 580 connections with 446 unique links. Based on various network statistics, the Mexican Institute of Social Security, the Mexican Secretary of Labor and Social Welfare, UNICEF, and the Mexican Secretary of Health were identified to be key actors. To increase the likelihood of success of workplace breastfeeding interventions, the role of the actors "Employers" and "Women" needs to expand. They should be actively involved in the decision-making process, together with the identified key actors. It is further recommended to re-introduce a national breastfeeding strategy for Mexico that includes policies for workplace breastfeeding interventions.

Is the Indonesian Government Islamophobic? Studies Using Social Network Analysis

This study aims to map the narratives, networks, and influential figures on social media Twitter after the arrest of suspected terrorists (Farid Okbah cs and Sunardi) by Detachment 88 anti-terror in Indonesia. We use the social network and content analysis methods in collecting and analyzing research data. The results of this study show that the anti-Islamic political group with government (opposition) is currently trying to make a narrative that the Indonesian government is Islamophobic, by utilizing the momentum of suspected terrorist arrests in Farid Okbah and Sunardi by Detachment 88 by shifting the issue of terrorist arrests from the JI group who are also members of MUI with the demand for dissolving the Government Institution Detachment 88 Anti-terror. The social network map shows that there were three groups engaged in the arrest of suspected terrorists Farid Okbah and Sunardi, 1) Muslim Group Cyber Army (MCA); 2) Pro-government buzzer group through Denny Siregar’s account; 3) The provocateurs group. The arrest of Farid Okbah and Sunardi turned into political issues, Islamic groups (MUI) vs. Government (Detachment). The arrest of Farid Okbah by Detachment 88 was dominated by #saminawaathonaibhrs and #Islamophobia, while the dominant narrative after the suspected arrest of Sunardi’s is #PKItangkapulama (PKI Arrest Ulama) and #dukungMUI (Support MUI), both of these things showed an effort to accompany the issue to the political narrative of the opposition group to weaken the government with the narrative that discriminated government of Islamic groups.
 Keywords: Islamophobia, social network analysis, narrative analysis, social media

Does Providing an Example Social Network Map Increase Referrals or Affect Types of Ties Reported in an Online Survey?

Social network research often depends on the willingness of respondents to provide personal information about themselves and alters. Survey design strategies that increase willingness to share this information are necessary for social network research to be feasible, especially when name generators are used for sampling because rosters are unavailable. We conducted an experiment in which one group of respondents ( n = 94) received an online survey that included an example network map and the other group ( n = 100) received one that did not. Results show the map did not increase or decrease provision of network contacts nor influence the types of ties reported. Furthermore, respondents were reluctant to provide names and contact information of alters. Our study demonstrates the difficulty of collecting network information without a previously defined roster and an attempt to improve data collection through strategic survey design.

Analisis bibliometrik penelitian literasi informasi bidang ilmu sosial periode 2018-2022

Bibliometric analysis of information literacy research in the social field for the 2018-2022 period was carried out based on Scopus data. The analysis aims to find out the main information on social information literacy, sources of social information literacy research results that have an impact, the most cited documents globally, trending topics, keywords that often appear in social information literacy, the most relevant affiliations with information literacy in the field of social, thematic evaluation, and information literacy network maps in the social field. The analysis was carried out using the bibliometric method using the Scopus database for the 2018-2022 period. The results of the analysis show that during the 2018-2022 period there were 1925 documents resulting from information literacy research from 384 different sources. The Journal of Academic Librarianship is the most influential journal with a total of 557 citations. Information literacy, academic libraries, and higher education are trending topics in the period 2019 - 2021. The affiliate that most publishes the highest social information literacy is University Librares. The social field information literacy network map is divided into 4 clusters with the theme that appears most often is information literacy , information retrieval, information seeking, teaching, literacy, internet, and learning

Assessing Social Norms, Health Behavior, and Change Using Visually Informed Participatory Research Tools: Social Network Mapping and 2x2 Tables

Participatory research can be used in conjunction with quantitative, other qualitative, and mixed methods research methods to collaboratively address priority global health issues that are greatly influenced by social norms. Social norms have been identified as key components of deeply held beliefs that perpetuate as well as change detrimental health practices. At all levels of global health research, from program development to monitoring and evaluation, participatory tools can be used to honor the ethic of working with the target population, incorporating their needs, and engaging a community to improve health-related behaviors. This paper shows how to use two visually based participatory tools to impact social and behavior change around Female Genital Mutilation (FGM) and Menstrual Hygiene Management (MHM). Both FGM and MHM have been identified as critical to UNICEF’s Child Protection and to meeting the United Nations Global Sustainability Goals. We also outline how Social Network Mapping and 2x2 Tables were implemented to address complex social norms around FMG and MHM. The discussion then illustrates how they have been used within research and program development more broadly. These tools are valuable methods to understand and impact social and behavior change in a wide variety of public health issues.

Actor Roles and Networks in Implementing Urban Water Innovation: A Study of Onsite Water Reuse in the San Francisco Bay Area.

As climate change and rapid urbanization stress our aging water infrastructure, cities are under increasing pressure to develop more flexible, resilient, and modular water management systems. In response, onsite water reuse practices have been adopted by several cities globally. In addition to technological innovation, these novel water treatment systems also require new stakeholder collaborations, relationships, and processes to support them. There are, however, few models for stakeholder arrangements that support and encourage the adoption and success of such infrastructure. In this paper, we use interviews with stakeholders involved in onsite water reuse projects in the San Francisco Bay Area to create a social network map that describes the interactions between stakeholders at large and during specific phases of project implementation. Using qualitative content analysis of expert interviews and social network analysis, we identify four actor roles that are key to the functioning of this novel water infrastructure paradigm─specialists, continuity providers, program champions, and conveners─and discuss the importance of each role through the course of project implementation. These findings can be helpful for policy interventions and outreach efforts by other cities and communities looking to implement onsite water systems.

Who triggers change? Social network mapping, stakeholder analysis and energy systems interventions in Nigeria’s electricity sector

Following decades’ of energy systems interventions, there has been growing concerns about the impact of historical interventions on-the-ground and how they shape changes in energy systems. Who are the key actors and how have they shaped historical energy systems interventions? In this study, an analysis of stakeholders in Nigeria’s electricity sector through a social network mapping lens was conducted. First, a stakeholder mapping based on an interest-influence matrix that shows the degree of various stakeholder interest and influence in shaping decisions and interventions in both centralized and decentralized electricity systems was developed. Secondly, a stakeholder network grid that shows the relations between the various stakeholders (who knows whom) was developed. The study reveals that there are stronger network relations among stakeholders involved in issues and decisions on centralized electricity grid infrastructure which is influenced by the presence of stronger regulations/regulatory instruments. However, these stakeholder relations are weaker in decentralized electricity systems due to less stringent regulations in the decentralized electricity space. The study concludes by highlighting the impact of the stakeholder relations and the interest-influence tussle on the future of electricity systems development in Nigeria.

Social network characteristics of Black African and Caribbean people with psychosis in the UK

Poorer social networks predict more coercive pathways to care and other adverse outcomes in people with psychosis. People from Black African and Caribbean backgrounds have more negative experiences within UK mental health care systems and family relationships often breakdown. This study aimed to examine the social network characteristics of Black African and Caribbean people experiencing psychosis and associations between network characteristics and severity of psychosis, negative symptoms, and general psychopathology. Fifty-one participants completed social network mapping interviews (a gold standard approach to assessing social network composition) and the Positive and Negative Syndrome Scale. This is the first study to explicitly measure social network size amongst Black people with psychosis living within the UK and results showed that participants’ social network size (mean = 12) was comparable to that of other psychosis samples. Networks were of moderate density and comprised disproportionately more relatives than other relationship types. Poor network quality was related to more severe psychosis symptoms suggesting that social network quality may be an important factor in influencing the severity of psychosis. Findings highlight the need for community-based interventions and family therapies to mobilise sources of social support for Black people with psychosis within the UK.

‘Nesting networks’: Women's experiences of social network support in high-risk pregnancy

ObjectiveSocial support, an individual's social relationships (both online and offline), may provide protection against adverse mental health outcomes, such as anxiety and depression, which are high in women who have been hospitalised with high-risk pregnancy. This study explored the social support available to women at higher risk of preeclampsia during pregnancy by examining personal social networks. DesignSemi-structured interviews were accompanied by social network mapping using the web-based social networking tool GENIE. SettingEngland. ParticipantsTwenty-one women were recruited, of whom 18 were interviewed both during pregnancy and postnatally between April 2019 and April 2020. Nineteen women completed maps pre-natally, 17 women completed maps pre-natally and post-natally. Women were taking part in the BUMP study, a randomised clinical trial that included 2441 pregnant individuals at higher risk of preeclampsia and recruited at a mean of 20 weeks’ gestation from 15 hospital maternity units in England between November 2018 and October 2019. ResultsWomen's social networks tightened during pregnancy. The inner network changed most dramatically postnatally with women reporting fewer network members. Interviews revealed networks were primarily ‘real-life’ rather than online social networks, with members providing emotional, informational, and practical support. Women with a high-risk pregnancy valued the relationships they developed with health professionals during pregnancy, and would like their midwife to have a more central role in their networks by providing informational and, where needed, emotional support. The social network mapping data supported the qualitative accounts of changing networks across high-risk pregnancy. ConclusionWomen with a high-risk pregnancy seek to build “nesting networks” to support them through pregnancy into motherhood. Different types of support are sought from trusted sources. Midwives can play a key role. Practice ImplicationsAs well as highlighting other potential needs during pregnancy and the ways in which they can be met, support from midwives has a key role. Through talking to women early in their pregnancy, signposting information and explaining ways to contact health professionals regarding informational or emotional support would fill a gap that currently is met by other aspects of their network.

Heterogeneity in social participation among young people with vision impairment

Young people may adapt to vision impairment (VI) in a variety of ways. To explore heterogeneity in social participation, data were mined for distinct patterns. Existing data from 258 young people with VI, aged between 26 and 44 years ( M = 35.3 years; SD = 5.07), were clustered. Social participation was measured by four closed-ended questions and the Social Network Map. Loneliness was measured by the De Jong Gierveld Loneliness scale. K-medoids clustering with the Partitioning Around Medoids (PAM) algorithm was used to cluster social participation variables and age.Eight clusters were identified, with participants in the two largest clusters, clusters 1 ( n = 84) and 2 ( n = 50), scoring high on almost all social participation outcomes. Participants in cluster 8 ( n = 14) had the lowest social participation scores. However, also over half of the participants in clusters 4, 5, 6, and 7 experienced feelings of loneliness. Findings demonstrate considerable heterogeneity in social participation among young people with VI, which however does not link to loneliness. These variations in social participation underline the need for a differentiated approach to address needs of young people with VI.

Publications in the Field of Theatre: Bibliometric Analysis of International Theatre Studies

The purpose of this study is to examine international publications in the field of theatre using bibliometric analysis methods. For this purpose, scientific articles published in the journals listed in Web of Science are analysed. A total of 8,047 articles published from 1975 to 2021are included in the analysis. Descriptive bibliometric analysis and social network mapping method are used to examine data. According to the analysis, the first three countries that have contributed the most to the field of theatre are the USA, England and Canada. In terms of citations, the most cited articles in the field are also published in the most cited journals in the field. Moreover, the most frequently cited books in the field are related to publications that improve the intellectual structure of the field. In terms of co-author citation analysis, our study shows that the most frequently cited authors are Shakespeare, Brecht, Boal, Schechner and Beckett.

RESILIENCY AS A PROCESS: A QUALITATIVE INVESTIGATION INTO U.S. VETERANS’ EXPERIENCES AGING WITH HIV

Abstract U.S. military Veterans aging with HIV represent a unique special population. The aim of this qualitative study was to investigate risk and protective factors associated with Veterans’ ability to age well with HIV. Participants included 25 Veterans (≥ age 50) participating in the Veterans Aging Cohort Study who were recruited from the Atlanta Veterans Affairs (VA) Medical Center. This study conducted semi-structured interviews, social network mapping, and sociodemographic and health surveys. Participants ranged in age from 50 to 72, with a mean age of 59. Most (80%) were male, and more than half (60%) were African American. Findings showed that many participants experienced adversity in childhood or early adulthood, including military sexual violence, childhood abuse, and non-military domestic violence, as well as harassment based on sexual identity. Many also had histories of substance abuse. Although military life provided stability for some, most experienced some form of instability after leaving the service, including financial difficulties and loss of valued military ties. Timing of diagnosis, whether in the military or after the military, impacted resiliency. Receiving an HIV diagnosis was an important turning point in participants’ lives characterized by either maladaptive (e.g., suicide ideation) or therapeutic (e.g., health promoting behaviors) coping strategies. Positive social support, including close relationships many developed with providers at the VA HIV clinic, was an important protective factor. The sample experienced cumulative life events that shaped their ability to age with HIV. Findings have important implications for interventions to promote Veterans’ ability to age well with HIV.

Literature Visualization Analysis of Ideological and Political Education in Universities - Based on CSSCI Database from 2012 to 2022

This study is mainly based on the academic journals included in CNKI that set the theme as the source of journals that restrict the ideological and political education in colleges and universities as the research object. The annual number of publications, the author’s situation, the source of journals, the co-word and dissimilarity matrix drawn according to the frequency of keywords and the social network map are visually analyzed, highlighting the current hot topics in the research of ideological and political education in colleges and universities in China, and predicting the future research trend. Finally, the development of ideological and political education in colleges and universities is considered and reasonable suggestions are put forward to provide a basis for further research on ideological and political education in colleges and universities.

Quality of life and social contacts in old age

Abstract Background Changes in lifestyle, housing and social relationships have a verifiable impact on aging. Older adults of today have different ideas about housing and residential mobility than previous generations. Consequently, the importance of innovative types of housing for senior citizens, which allow largely independent housekeeping and provide integration into preexisting social structures, is increasingly in the focus of public health debates. Methods Face-to-face interviews with 32 tenants of Wohnoase Robert Stolz in Graz were conducted between July 2018 and December 2020. The subjects were interviewed twice (T1: at move-in, T2: 6-12 months after moving-in). WHOQOL-BREF and WHOQOL-Old were used to assess health-related quality of life. Furthermore, the ego-centered social network map and a questionnaire to assess subjective sense of safety at home were applied. Results Tenants’ health-related quality of life improved by an average of 11% after 6-12 months in the area of environmental conditions for health promotion ((T1: 3.83; T2: 4.25). Residential satisfaction (T1: 3.44; T2: 4.3; +25%) as well as subjective feeling of safety in their own homes (T1: 4.19; T2: 4.81; +14.8%) rose significantly. Tenants on average had about 6 more social contacts than before moving in (52.2%). In contrast, no significant changes were evident in tenants’ self-assessment of their physical, mental, and social health. Conclusions Results indicate that moving into assisted living can lead to psychosocial stabilization and an increased sense of security. Over time, deteriorations in physical health can be observed, which can most likely be attributed to advanced ageing. Conducting an evaluation study with a higher number of participants and a control group is recommended. Key messages