A Literature Review on Human Behavioral Pattern through Social Media Use

Author(s):  
K. S. Subramanian ◽  
Vinita Sinha ◽  
Sonali Bhattacharya ◽  
Kaushik Chaudhary ◽  
Ravi Kulkarni

Behaviour Informatics constitutes behavioral data construction, impact modeling, simulation, presentation, measurement, evaluation and behavior pattern/network analysis. With the incumbent of social media and its growing significance in work and personal life, researches in last few years examined patterns of use of social media and cognitive behavior. The present study is a literature review considering choice of media, intensity of use, perceived richness, as some of the predicting factors of social media use. It also encompasses available literature on interrelationship between patterns of use of social media with cognitive behavioral indicators such as personality, motivation, leadership, and quality of life. This review comprises of 146 research papers sourced from ScienceDirect, JSTOR, Emerald and EBSCO. Through the literature review, a predictive model has been suggested which can be utilized in decision making in employee life cycle right from recruitment, training, performance management, transition to succession planning.

2016 ◽  
Vol 12 (1) ◽  
pp. 79-80 ◽  
Author(s):  
Rachel Adilman ◽  
Yanchini Rajmohan ◽  
Edward Brooks ◽  
Gloria Roldan Urgoiti ◽  
Caroline Chung ◽  
...  

QUESTION ASKED: To what extent, and for what purpose, do oncology physicians and physicians-in-training use Web-based social media? SUMMARY ANSWER: Despite the ability of social media to enhance collaboration and knowledge dissemination among health care providers, this cohort survey study identified an overall low use of social media among oncologists, and significant generational gaps and differences in patterns of use. METHODS: A nine-item survey was designed using a survey-generating Web site (SurveyMonkey) and was distributed securely via weekly e-mail messages to 680 oncology physicians and physicians-in-training from July 2013 through September 2013. All responses were received anonymously. Results were analyzed and are reported using descriptive statistics. RESULTS: Of 680 surveys sent, 207 were completed, for a response rate of 30.4%. Social media were used by 72% of our survey respondents (95% CI, 66% to 78%; Table 1 ). Results were cross tabulated by age, which revealed a significant difference in social media use by age group, with 89% of trainees, 93% of fellows, and 72% of early-career oncologists reporting social media use, compared with only 39% of mid-career oncologists (P < .05). Respondents reported using each social media platform for either personal or professional purposes, but rarely both. When respondents were questioned regarding barriers to social media use and their hesitations around joining a medically related social media site, the majority (59%) answered, “I don't have enough time.” [Table: see text] BIAS, CONFOUNDING FACTOR(S), DRAWBACKS: This study was conducted online, via e-mail. Therefore, respondents may represent a subpopulation of individuals who already prefer using Web-based technologies and may be more inclined to use social media, compared with individuals who do not use e-mail and were, by default, excluded from the study. We assumed, in designing this study, that the proportion of practicing oncology physicians who do not use e-mail is low. Although our sample size is small, it does represent one third of all registered medical oncologists in Canada. Finally, the high percentage of medical oncologist respondents and the concomitantly low fraction of respondents from other specialties may mean these results are more telling of social media habits in the aforementioned demographic rather than other oncology specialties. REAL-LIFE IMPLICATIONS: Our study revealed that oncology physicians and physicians-in-training who participate in Web-based social networking are largely within the younger age cohorts, whereas mid-career oncologists (age 45 to 54 years) are largely absent from the social media scene. Gaps in social networking use between younger physicians and trainees and older generations of physicians may result in critical gaps in communication, collaboration, and mentorship between these demographics. It is hoped that with further research into understanding patterns of use and limitations, medical professionals and trainees may increase their use of social media for networking, education, mentorship, and improved patient care.


2019 ◽  
Vol 5 (1) ◽  
pp. 47
Author(s):  
Ntongha Eni Ikpi ◽  
Veronica Akwenabuaye Undelikwo

The use of social media platforms has over the years become a veritable tool for individuals, groups, institutions and corporate bodies for the promotion of health and wellness. In recent times, social media has become one of the most potent agents of the media through which health issues are addressed as well as generated and disseminated to different populations in society. The study was conducted to examine social media use and students’ health lifestyle modification in the University of Calabar, Nigeria. It sought to determine the extent to which students’ use of social media (Facebook, Twitter, and WhatsApp) influences the modification of their health-related lifestyles such as eating habits, sexual behaviour, cigarette and alcohol consumption, drug use and the engagement in fitness activities. The study adopted a randomized descriptive survey design and used a sample of 300 undergraduate students. The questionnaire was the main instrument used for collection of data while simple percentages and means were used to determine the difference between the expected mean of 2.50 and the observed means across various items in the questionnaire. The results showed that apart from Twitter, social media use by University of Calabar students has significantly influenced the modification of their health lifestyles. Since social media has become a veritable tool for the promotion of positive health lifestyle, effort should be made by government through the health sector to create more awareness among students and the entire population of social media users, on the health benefits accruing from use of social media.


Author(s):  
Yogesh K. Dwivedi ◽  
Elvira Ismagilova ◽  
Nripendra P. Rana ◽  
Ramakrishnan Raman

AbstractSocial media plays an important part in the digital transformation of businesses. This research provides a comprehensive analysis of the use of social media by business-to-business (B2B) companies. The current study focuses on the number of aspects of social media such as the effect of social media, social media tools, social media use, adoption of social media use and its barriers, social media strategies, and measuring the effectiveness of use of social media. This research provides a valuable synthesis of the relevant literature on social media in B2B context by analysing, performing weight analysis and discussing the key findings from existing research on social media. The findings of this study can be used as an informative framework on social media for both, academic and practitioners.


SAGE Open ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 215824402110164
Author(s):  
Lian Tang ◽  
Siti Zobidah Omar ◽  
Jusang Bolong ◽  
Julia Wirza Mohd Zawawi

The widespread use of social media has promoted extensive academic research on this channel. The present study conducts a systematic analysis of extant research on social media use among young people in China. This systematic literature review aims to identify and bridge gaps in topics, theories, variables, and conceptual frameworks in studies of social media usage among young people in China. The study aims to develop a cause–effect framework that shows the causal relationships among research structures. The PRISMA method is used to review 20 articles drawn from the Scopus and Google Scholar databases. From the analysis, 10 major research topics, eight theories or models, and a complete framework of causal relations emerge. It is recommended that future research on social media should include a greater diversity of types of social media, investigate a wider range of research topics, and adopt different theories or models. Researchers should also implement a more complete and detailed systematic method for reviewing literature on social media research in China.


2017 ◽  
Vol 32 (2) ◽  
pp. 194-209 ◽  
Author(s):  
Daniel Schlagwein ◽  
Monica Hu

In this paper, we examine the relation between social media use and the absorptive capacity of organisations. Over the past 10 years, many organisations have systematically adopted social media. Trade press and consulting companies often claim that the systematic use of social media increases the performance of organisations. However, such claims are typically neither empirically grounded nor theoretically examined. In this paper, based on key informant interviews at 20 organisations, we examine these claims empirically and theoretically. Firstly, we examine the ways in which social media are used by organisations. We identify five different social media use types that support different organisational purposes (broadcast, dialogue, collaboration, knowledge management and sociability). Secondly, we analyse how these five social media use types relate to organisations' absorptive capacity. We find that particular social media use types (e.g., dialogue) support organisations' absorptive capacity and, ultimately, their performance although others (e.g., sociability) do not.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Staci L Benoit ◽  
Rachel F. Mauldin

Abstract Background Social media use has become a mainstay of communication and with that comes the exchange of factual and non-factual information. Social media has given many people the opportunity to speak their opinions without repercussions and create coalitionS of like-minded people. This also has led to the development of a community know as anti-vaxxers or vaccine deniers. This research explores the extent to which vaccine knowledge has reached on social media. Methods This cross sectional research explored the relationship between the spread of information regarding vaccines in relation to social media use. A sample of 2515 people over the age of 18 around the world completed the survey via a link distributed on Twitter, Facebook and Instagram. A series of questions on vaccine knowledge and beliefs were compounded to create an individual’s “knowledge score” and a “belief score”. Knowledge scores were ranked from low knowledge to high knowledge with increasing scores. Belief scores were ranked from belief in myths to disbelief in myths with higher scores. This score was then analysed, using a Welch test and post hoc testing when applicable, across demographics and questions relating to social media use. Results Significant relations were found in both the knowledge and belief categories, many of which were similar findings between the two. North Americans had significantly lower knowledge and belief scores compared to all other continents. While the majority of people primarily use Facebook, Twitter users were significantly more knowledgeable. It was also found that higher education was correlated with higher knowledge and belief scores. Conclusions Overall, these correlations are important in determining ways to intervene into the anti-vax movement through the use of social media. Cross demographics were not analysed in this study but could be in future studies. To better understand the social media exposures related to vaccine information a follow up structured interview research study would be beneficial. Note that due to the cross sectional nature of this study, causal relationships could not be made.


2021 ◽  
Vol 36 (2spl) ◽  
pp. 672-680
Author(s):  
Chrysa AGAPITOU ◽  
◽  
Evanthia RIZOU ◽  
Aggeliki KONSTANTOGLOU ◽  
Dimitrios FOLINAS ◽  
...  

The primary aim of this paper is to examine the use of social media by managers in the field of tourism, especially in small and medium-sized businesses in Greece. An explanatory quantitative survey has been applied to collect, process and analyze primary data using questionnaires answered by 302 tourist accommodation owners, originated from 35 prefectures across the mainland and the islands of Greece. The research has indicated that the degree of social media dynamics is also large in small and medium-sized businesses. Regarding the goals that every business wishes to achieve by using social media, it has come up that businessmen seem to be content with their simple preserve on social media and retain mainly an informative and advertising approach. Based of the findings, it has become apparent that social media use, even for advertising purposes, occurs but without being a part of a general strategy promotion, thus with no specific plan or goals, without realizing the benefits of their advantages, and with no results measurements.


Author(s):  
Aysha Agbarya ◽  
Nicholas John

This study investigates the interface between increased religiousity among Muslim Arab women in Israel, and their social media use. To understand their use of social media as part of a profound change in social identity, fifteen semi-structured interviews were conducted with Muslim women aged 19-26 who are, or have been, social media users, who live in Israel, and who have become significantly more religious than they had previously been. The findings show two different logics of social media use in times of religious identity change. The first includes reconstructing social media ties to be an alternative, supportive environment, while the second relates to decision making based on the religious rules newly adopted by respondents. Two main social practices were related to the second kind of social media use: managing (and often removing) ties with male users, which raised profound personal dilemmas, and removing digital traces by deleting past posts and photos. Such decisions were made to obey religious rules rather than to gratify personal needs. Social media accompany and assist in the identity change, starting from its very beginnings, and throughout the process. While previous research shows that SNS tie management is an essential part of our identity, our findings show the religious identity of women to be a distinct case where religious rules guide behaviour and decision making. The very fact that these acts and dilemmas are visible to us is a result of paying special attention to identities in flux.


2018 ◽  
Author(s):  
César G Escobar-Viera ◽  
Darren L Whitfield ◽  
Charles B Wessel ◽  
Ariel Shensa ◽  
Jaime E Sidani ◽  
...  

BACKGROUND Over 90% of adults in the United States have at least one social media account, and lesbian, gay, and bisexual (LGB) persons are more socially active on social media than heterosexuals. Rates of depression among LGB persons are between 1.5- and 2-fold higher than those among their heterosexual counterparts. Social media allows users to connect, interact, and express ideas, emotions, feelings, and thoughts. Thus, social media use might represent both a protective and a risk factor for depression among LGB persons. Studying the nature of the relationship between social media use and depression among LGB individuals is a necessary step to inform public health interventions for this population. OBJECTIVE The objective of this systematic review was to synthesize and critique the evidence on social media use and depression among LGB populations. METHODS We conducted a literature search for quantitative and qualitative studies published between January 2003 and June 2017 using 3 electronic databases. Articles were included if they were peer-reviewed, were in English, assessed social media use either quantitatively or qualitatively, measured depression, and focused on LGB populations. A minimum of two authors independently extracted data from each study using an a priori developed abstraction form. We assessed appropriate reporting of studies using the Strengthening the Reporting of Observational Studies in Epidemiology and the Consolidated Criteria for Reporting Qualitative Research for quantitative and qualitative studies, respectively. RESULTS We included 11 articles in the review; 9 studies were quantitative and cross-sectional and 2 were qualitative. Appropriate reporting of results varied greatly. Across quantitative studies, we found heterogeneity in how social media use was defined and measured. Cyberbullying was the most studied social media experience and was associated with depression and suicidality. Qualitative studies found that while social media provides a space to disclose minority experiences and share ways to cope and get support, constant surveillance of one’s social media profile can become a stressor, potentially leading to depression. In most studies, sexual minority participants were identified inconsistently. CONCLUSIONS This review supports the need for research on the role of social media use on depression outcomes among LBG persons. Using social media may be both a protective and a risk factor for depression among LGB individuals. Support gained via social media may buffer the impact of geographic isolation and loneliness. Negative experiences such as cyberbullying and other patterns of use may be associated with depression. Future research would benefit from more consistent definitions of both social media use and study populations. Moreover, use of larger samples and accounting for patterns of use and individuals’ experiences on social media may help better understand the factors that impact LGB mental health disparities.


Author(s):  
Faradita Mahdani Ibrahim ◽  

This study aims to determine how the influence of the use of social media (Work-related social media use) and social media (Social-related social media use) on job satisfaction. In addition, to find out how the role of work engagement and organizational engagement, as a mediating variable in the relationship.The research was conducted in Indonesia with the analysis unit of the State Civil Servant (SCS) domiciled in Banda Aceh and Aceh Besar. A sample of 212 respondents obtained by using a questionnaire distribution technique using google form, data analysis using SEM-AMOS.The results of the analysis show that the use of social media (Work-related social media use) has no effect on job satisfaction, but the use of social media (Social-related social media use) is found to increase the job satisfaction of SCS.The results of the analysis also show that the use of social media (Work-related social media use) can increase work engagement, but has no effect on increasing organizational engagement. The use of social media (Social-related social media use) contributes to an increase in work engagement and organizational engagement. Furthermore, it was found that there was a significant effect of work engagement and organizational engagement on SCS job satisfaction. Work engagement and organizational engagement play a role as a mediating variable (partially) in the relationship between social media use (Social-related social media use) and job satisfaction. But there is no role as a mediating variable in the relationship between (Work-related social media use) and job satisfaction.


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