scholarly journals The impact of using online social media networks on employees’ productivity in higher educational institutions

2020 ◽  
pp. 381-388
Author(s):  
Khaled Salmen Aljaaidi
Keyword(s):  
Social Media ◽  
Positive Impact ◽  
Work Place ◽  
Ministry Of Education ◽  
Policy Makers ◽  
Social Media Networks ◽  
Work Related ◽  
Related Information ◽  
Online Social Media ◽  
The Impact

The purpose of this study was to examine the impact of the online social media networks (OSMNs) on productivity at workplace among 88 administrative staff at Prince Sattam bin Abdulaiziz University for the academic year 2020-2021. This study finds that using online social media networks by PSAU’s employees at the workplace enhances their productivity. The majority of the employees (59%) perceive that using the OSMNs at workplace have a positive impact on their productivity. In addition, the majority of the employees (33%) regu-larly use WhatsApp as a useful online social media network at the workplace. The results also indicate that the majority of the employees (66%) use the OSMNs at workplace more than once a day. Further, the majority of the PSAU’s employees (39%) use the OSMNs at work-place less than half an hour per a day. Furthermore, 39% of the PSAU’s employees use the OSMNs at workplace to keep in touch with their families and friends, and 34% of the employees use the OSMNs to search for work-related information. The results of this study should be useful to policy makers in Saudi Arabia at the country, ministry of education, PSAU, and elsewhere in gaining a deeper understanding on how using the OSMNs at work-place can enhances the employees’ productivity.

scholarly journals European Youth Work Policy and Young People’s Experience of Open Access Youth Work

2021 ◽  
pp. 1-21
Author(s):  
JON ORD ◽  
MARC CARLETTI ◽  
DANIELE MORCIANO ◽  
LASSE SIURALA ◽  
CHRISTOPHE DANSAC ◽  
...  
Keyword(s):  
Open Access ◽  
Young People ◽  
Positive Impact ◽  
Policy Formulation ◽  
Youth Work ◽  
Policy Makers ◽  
Policy Goals ◽  
The Uk ◽  
The Impact ◽  
European Youth

Abstract This article examines young people’s experiences of open access youth work in settings in the UK, Finland, Estonia, Italy and France. It analyses 844 individual narratives from young people, which communicate the impact of youthwork on their lives. These accounts are then analysed in the light of the European youth work policy goals. It concludes that it is encouraging that what young people identify as the positive impact of youth work are broadly consistent with many of these goals. There are however some disparities which require attention. These include the importance young people place on the social context of youth work, such as friendship, which is largely absent in EU youth work policy; as well as the importance placed on experiential learning. The paper also highlights a tension between ‘top down’ policy formulation and the ‘youth centric’ practices of youth work. It concludes with a reminder to policy makers that for youth work to remain successful the spaces and places for young people must remain meaningful to them ‘on their terms’.

scholarly journals Classification of unlabeled online media

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Sakthi Kumar Arul Prakash ◽  
Conrad Tucker
Keyword(s):  
Social Media ◽  
Real World ◽  
Graphical Model ◽  
Ground Truth ◽  
Classification Problem ◽  
Machine Learning Algorithms ◽  
Social Media Networks ◽  
Online Social Media ◽  
Wide Range

AbstractThis work investigates the ability to classify misinformation in online social media networks in a manner that avoids the need for ground truth labels. Rather than approach the classification problem as a task for humans or machine learning algorithms, this work leverages user–user and user–media (i.e.,media likes) interactions to infer the type of information (fake vs. authentic) being spread, without needing to know the actual details of the information itself. To study the inception and evolution of user–user and user–media interactions over time, we create an experimental platform that mimics the functionality of real-world social media networks. We develop a graphical model that considers the evolution of this network topology to model the uncertainty (entropy) propagation when fake and authentic media disseminates across the network. The creation of a real-world social media network enables a wide range of hypotheses to be tested pertaining to users, their interactions with other users, and with media content. The discovery that the entropy of user–user and user–media interactions approximate fake and authentic media likes, enables us to classify fake media in an unsupervised learning manner.

scholarly journals 1414. #Vaccine Twitter Influencers: is it Just About Reach and Followers?

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S714-S715
Author(s):  
Jean-Etienne Poirrier ◽  
Theodore Caputi ◽  
John Ayers ◽  
Mark Dredze ◽  
Sara Poston ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Standard Deviation ◽  
Small Proportion ◽  
The United States ◽  
Research Support ◽  
Policy Makers ◽  
Media Messages ◽  
Social Media Platforms ◽  
The Impact

Abstract Background A small number of powerful users (“influencers”) dominates conversations on social media platforms: less than 1% of Twitter accounts have at least 3,000 followers and even fewer have hundreds of thousands or millions of followers. Beyond simple metrics (number of tweets, retweets...) little is known about these “influencers”, particularly in relation to their role in shaping online narratives about vaccines. Our goal was to describe influential Twitter accounts that are driving conversations about vaccines and present new metrics of influence. Methods Using publicly-available data from Twitter, we selected posts from 1-Jan-2016 to 31-Dec-2018 and extracted the top 5% of accounts tweeting about vaccines with the most followers. Using automated classifiers, we determined the location of these accounts, and grouped them into those that primarily tweet pro- versus anti-vaccine content. We further characterized the demographics of these influencer accounts. Results From 25,381 vaccine-related tweets available in our sample representing 10,607 users, 530 accounts represented the top 5% by number of followers. These accounts had on average 1,608,637 followers (standard deviation=5,063,421) and 340,390 median followers. Among the accounts for which sentiment was successfully estimated by the classifier, 10.4% (n=55) posted anti-vaccine content and 33.6% (n=178) posted pro-vaccine content. Of the 55 anti-vaccine accounts, 50% (n=18) of the accounts for which location was successfully determined were from the United States. Of the 178 pro-vaccine accounts, 42.5% (n=54) were from the United States. Conclusion This study showed that only a small proportion of Twitter accounts (A) post about vaccines and (B) have a high follower count and post anti-vaccine content. Further analysis of these users may help researchers and policy makers better understand how to amplify the impact of pro-vaccine social media messages. Disclosures Jean-Etienne Poirrier, PhD, MBA, The GSK group of companies (Employee, Shareholder) Theodore Caputi, PhD, Good Analytics Inc. (Consultant) John Ayers, PhD, GSK (Grant/Research Support) Mark Dredze, PhD, Bloomberg LP (Consultant)Good Analytics (Consultant) Sara Poston, PharmD, The GlaxoSmithKline group of companies (Employee, Shareholder) Cosmina Hogea, PhD, GlaxoSmithKline (Employee, Shareholder)

Social media activity: its impact on career-related perceptions

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Kimberly W. O'Connor ◽  
Kimberly S. McDonald ◽  
Brandon T. McDaniel ◽  
Gordon B. Schmidt
Keyword(s):  
Social Media ◽  
Online Learning ◽  
Career Satisfaction ◽  
Media Use ◽  
Positive Impact ◽  
Amazon Mechanical Turk ◽  
Social Media Use ◽  
Content Type ◽  
The Impact ◽  
Career Benefits

Purpose The purpose of this exploratory study is to examine individual perceptions about the impact that social media use has on career satisfaction and perceived career benefits. We examined whether informal online learning through “typical” types of social media behaviors (e.g. liking a post or messaging another user) and “networking” types of social media behaviors (e.g. endorsing another user, writing recommendations, going “live,” or looking for a job) impacted career-related perceptions. Design/methodology/approach In this study, we analyzed Amazon Mechanical Turk survey data gathered from adult participants (n = 475). We focused our inquiry specifically on two social media sites, Facebook and LinkedIn. We asked participants about their social media use and behaviors, as well as their perceptions of career satisfaction and career benefits related to social media. Findings We found that both typical and networking types of social media behaviors positively predicted the “knowing whom” career competency (defined as career relevant networks and contacts that individuals use to develop their careers) and career satisfaction. Only networking behaviors were positively associated with perceived career benefits of social media use. We further found that LinkedIn users’ career satisfaction was lower compared to non-LinkedIn users. Originality/value This study adds to the small, but growing body of career research focusing on social capital and social media. Our results suggest that informal online learning via social media may have a positive impact on employees’ career-related perceptions.

Impact of social media usage on performance of construction businesses (CBs) in Abuja, Nigeria

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Luqman Oyekunle Oyewobi ◽  
Olufemi Seth Olorunyomi ◽  
Richard Ajayi Jimoh ◽  
James Olabode Bamidele Rotimi
Keyword(s):  
Social Media ◽  
Social Interaction ◽  
Structural Equation ◽  
Building Materials ◽  
Positive Impact ◽  
Research Approach ◽  
Cross Sectional ◽  
Content Type ◽  
Business Interest ◽  
The Impact

Purpose Many construction businesses are currently building and keeping social media pages for their enterprises to be visible to the public to improve their social interaction, promote business interest, build trust and relationships with their targeted audience on social media. The purpose of this study is to examine the impact of social mediausage on performance of construction businesses (CBs) in Abuja, Nigeria. Design/methodology/approach This study used a quantitative research approach by identifying constructs that reveal three aspects of organisation’s physiognomies that impact the process of espousing, implementing and using technological innovations in conducting businesses. Well-structured questionnaire was used to obtain data from 113 purposively sampled building materials’ merchant operating in Dei-Dei Market, Abuja, Nigeria. This study used partial least squares structural equation modelling technique to establish the relationship among the constructs. Findings The results of this study indicated that technology has significant relationship with social media adoption, whereas social media adoption has a very strong positive impact on organisation’s performance (P < 0.001) with respect to improved customer relations and services and enhanced information accessibility. Research limitations/implications This study has implications for CBs that wish to adopt social media to promote their businesses by presenting to them the opportunity to understand the impact of technology, environment and organisational potential in improving business performance. This study is cross-sectional in nature, and this calls for caution in interpreting the results. Originality/value This paper developed and tested a conceptual framework presented to understand the interrelationships amongst the constructs, which would be of great significance to business owners in developing their social interaction and promote business interest via social media. The outcome of this research is beneficial to researchers to further study how the different social media tools could help in influencing business decisions.

PENGARUH SOSIAL MEDIA TERHADAP BRAND AWARENESS AMARIS HOTEL

2020 ◽  
Vol 14 (02) ◽  
pp. 53-61
Author(s):  
Sofiani Sofiani
Keyword(s):  
Social Media ◽  
Positive Impact ◽  
Correlation Method ◽  
Marketing Strategies ◽  
Brand Awareness ◽  
Use Of Social Media ◽  
The Impact

Social media has became one of the marketing strategies by most of the companies to deliver their brands, products and services to customer. Apart from the advantages of the use of social media for companies, it is becoming difficult for companies to raise awareness for their brand beause of the competition. The aim of this research is to determine the impact of social media on brand awareness of Amaris Hotel. The results of this research obtained from questionnaires that had been distributed to the respondents in Jakarta and processed with correlation method. The results shows that social media gives quite big and positive impact on building and estabilishing brand awareness of AYANA Amaris Hotel for 41,5%, and Instagram gives the biggest impact on brand awareness of Amaris Hotel. The level of brand awareness of Amaris Hotel has reached the highest level, Top of Mind level. Keywords: Social Media, Brand Awareness, Marketing, Amaris Hotel

scholarly journals I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract)

2020 ◽  
Vol 34 (10) ◽  
pp. 13971-13972
Author(s):  
Yang Qi ◽  
Farseev Aleksandr ◽  
Filchenkov Andrey
Keyword(s):  
Machine Learning ◽  
Social Networks ◽  
Social Media ◽  
Social Network ◽  
Model Performance ◽  
User Profiling ◽  
Personalized Recommendation ◽  
Modal Data ◽  
Social Media Networks ◽  
The Impact

Nowadays, social networks play a crucial role in human everyday life and no longer purely associated with spare time spending. In fact, instant communication with friends and colleagues has become an essential component of our daily interaction giving a raise of multiple new social network types emergence. By participating in such networks, individuals generate a multitude of data points that describe their activities from different perspectives and, for example, can be further used for applications such as personalized recommendation or user profiling. However, the impact of the different social media networks on machine learning model performance has not been studied comprehensively yet. Particularly, the literature on modeling multi-modal data from multiple social networks is relatively sparse, which had inspired us to take a deeper dive into the topic in this preliminary study. Specifically, in this work, we will study the performance of different machine learning models when being learned on multi-modal data from different social networks. Our initial experimental results reveal that social network choice impacts the performance and the proper selection of data source is crucial.

scholarly journals The Impact of digitization on the religious sphere: televangelism as an example

2014 ◽  
Vol 4 (2) ◽  
pp. 189
Author(s):  
Shaimma El Naggar
Keyword(s):  
Social Media ◽  
Digital Media ◽  
First Century ◽  
Religious Expression ◽  
Media Technologies ◽  
Social Media Networks ◽  
Twenty First Century ◽  
Nuanced Understanding ◽  
Muslim Communities ◽  
The Impact

<p>Over the past few decades, televangelism has emerged as one important media phenomenon, inter alia, among Muslim communities. As a phenomenon, televangelism is interesting in many respects; it is a manifestation of the phenomenon of "info-tainment" as televangelists integrate entertainment features such as sound effects and music in their sermons. It is also a manifestation of the rise of the celebrity culture as televangelists have become 'media celebrities' with thousands of hundreds of fans and followers on social media networks.</p><p> </p><p>Thematically, this study is divided into two main sections. First. I delineate the characteristics of televangelism as a novel form of religious expression in which televangelists adopt a modern style and use colloquial language; and in which televangelists present religion as a source of individual change. I have argued that these features seem to have granted televangelists popularity particularly among Muslim youth who view televangelism as a new form of religious expression that is modern in appearance and relevant to their everyday lives.</p><p>The study has further highlighted the importance of digital media technologies in popularizing televangelists' programmes and sermons. Drawing on two case studies of popular televangelists, namely Amr Khaled and Hamza Yusuf, the study has shown that televangelists draw on a plethora of digital media tools to extend the visibility of their programmes including websites and social media networks. The study has found that televangelists' fans play an important role in popularizing televangelists' programmes. Moreover, the study relates televangelism to the rise of digital Islam. The study has argued that digitization and the increase of literacy rates have changed the structure of religious authority in the twenty first century, giving rise to new voices that are competing for authority. </p><p>Having provided an explanatory framework for the phenomenon of televangelism, the study moves in the second section to critique televangelism as an 'info-tainment' phenomenon.</p>Drawing on Carrette and King's <em>Selling Spirituality, </em>one issue that the study raises is the extent to which televangelism fits into the modern form of 'spiritualities'. Rather than being a critical reflection of the consumer culture, modern spiritualities seem to 'smooth out' resistance to the hegemony of capitalism and consumerism. I have proposed that it is through a content-related analysis of televangelists' sermons that one can get a nuanced understanding of how the discourses of particular televangelists can possibly relate to dominant (capitalist) ideologies, how structures of power are represented in their discourses and what their texts may reveal about the socio-historical contexts of Muslims in the twenty first century.

scholarly journals The Impact of Social Media & Messaging Application Utilization to the Learning Effectiveness (Higher Education Learning Effectiveness Through Social Media & Messaging Application)

2019 ◽  
Vol 9 (2) ◽  
pp. 2112-2116
Keyword(s):  
Social Media ◽  
Student Performance ◽  
Learning Process ◽  
Positive Impact ◽  
Research Result ◽  
Research Unit ◽  
Learning Effectiveness ◽  
Improve Student Performance ◽  
Media Messaging ◽  
The Impact

Indonesian internet users reached 143,26 Million in 2017, most of them used internet for accessing messaging and social media application. We argue that usage of messaging and social media can give positive impact to the learning process. Our research method using questionnaire to collect data, research conduct in Private University in Jakarta, and student as our research unit analysis. The second year’s research shows that optimization of social media application and messenger services to improve student performance can be done by knowing the most common social media application and messenger services that used by student, socialize the process to increase number of participation, utilization of features of the application, continuous improvement, and communication about method’s success story that can attracts lecturer and students to apply and keep improve the more effective method and learning process. This research result can be use by the lecturer or educator to improve education through social media application and messenger.

scholarly journals Pregnancy-Related Information Seeking and Sharing in the Social Media Era Among Expectant Mothers: Qualitative Study (Preprint)

2019 ◽  
Author(s):  
Chengyan Zhu ◽  
Runxi Zeng ◽  
Wei Zhang ◽  
Richard Evans ◽  
Rongrong He
Keyword(s):  
Social Media ◽  
Pregnant Women ◽  
Information Seeking ◽  
Chinese Culture ◽  
Instant Messaging ◽  
Media Usage ◽  
Related Information ◽  
Expectant Mothers ◽  
Media Channels ◽  
The Impact

BACKGROUND Social media has become the most popular communication tool used by Chinese citizens, including expectant mothers. An increasing number of women have adopted various forms of social media channels, such as interactive websites, instant messaging, and mobile apps, to solve problems and obtain answers to queries during pregnancy. Although the use of the internet by pregnant women has been studied extensively worldwide, limited research exists that explores the changing social media usage habits in China, where the 1 child policy ended in 2015. OBJECTIVE This study aimed to (1) present the status quo of pregnancy-related information seeking and sharing via social media among Chinese expectant mothers, (2) reveal the impact of social media usage, and (3) shed light on pregnancy-related health services delivered via social media channels. METHODS A qualitative approach was employed to examine social media usage and its consequences on pregnant women. A total of 20 women who had conceived and were at various stages of pregnancy were interviewed from July 20 to August 10, 2017. Thematic analysis was conducted on the collected data to identify patterns in usage. RESULTS Overall, 80% (16/20) of participants were aged in their 20s (mean 28.5 years [SD 4.3]). All had used social media for pregnancy-related purposes. For the seeking behavior, 18 codes were merged into 4 themes, namely, gravida, fetus, delivery, and the postpartum period; whereas for sharing behaviors, 10 codes were merged into 4 themes, namely, gravida, fetus, delivery, and caretaker. Lurking, small group sharing, bad news avoidance, and cross-checking were identified as the preferred patterns for using social media. Overall, 95% (19/20) of participants reported a positive mental impact from using social media during their pregnancy. CONCLUSIONS It is indisputable that social media has played an increasingly important role in supporting expectant mothers in China. The specific seeking and sharing patterns identified in this study indicate that the general quality of pregnancy-related information on social media, as well as Chinese culture toward pregnancy, is improving. The new themes that merge in pregnancy-related social media use represent a shift toward safe pregnancy and the promotion of a more enjoyable pregnancy. Future prenatal care should provide further information on services related to being comfortable during pregnancy and reducing the inequality of social media–based services caused by the digital divide.

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