A Systematic Review of Social Media Acceptance From the Perspective of Educational and Information Systems Theories and Models

2018 ◽  
Vol 57 (8) ◽  
pp. 2085-2109 ◽  
Author(s):  
Noor Al-Qaysi ◽  
Norhisham Mohamad-Nordin ◽  
Mostafa Al-Emran
Keyword(s):  
Systematic Review ◽  
Social Media ◽  
Information Systems ◽  
Technology Acceptance ◽  
Social Constructivism ◽  
Research Direction ◽  
Research Topic ◽  
Future Research ◽  
The Social ◽  
New Research

The study of social media acceptance and adoption is not a new research topic. However, the analysis of the educational and information systems (IS) theories/models that are used to examine the social media acceptance and adoption is considered an important research direction. To examine these theories/models and provide researchers with a clear vision of this research topic, we should be aware of the leading educational and IS theories/models used in this line of research. To this end, this systematic review retrieved and analyzed 2,382 articles. The retrieved articles were then critically examined to meet the inclusion and exclusion criteria, in which 122 articles published between 2009 and 2018 were eventually selected for further critical analysis. The main findings indicated that the uses and gratifications theory (U&G) and the social constructivism theory were considered the most widely used educational theories in social media. Besides, the technology acceptance model (TAM) and the unified theory of acceptance and use of technology (UTAUT) were considered the most extensively used IS models in studying the social media acceptance and adoption. These results afford a better understanding of social media studies related to the educational and IS theories/models and form a constructive reference for future research.

scholarly journals A Systematic Review of Predicting Elections Based on Social Media Data: Research Challenges and Future Directions

2021 ◽  
Vol 9 (10) ◽  
pp. 1410-1440
Author(s):  
T Heena Fayaz
Keyword(s):  
Machine Learning ◽  
Systematic Review ◽  
Social Networks ◽  
Social Media ◽  
Future Research ◽  
Learning Approaches ◽  
Electoral Campaigns ◽  
Regression Methods ◽  
New Research

Abstract: The way politicians communicate with the electorateand run electoral campaigns was reshaped by the emergence and popularization of contemporary social media (SM), such as Facebook, Twitter, and Instagram social networks (SN). Due to inherent capabilities of SM, such as the large amount of available data accessed in real time, a new research subject has emerged, focusing on using SM data to predict election outcomes. Despite many studies conducted in the last decade, results are very controversial, and many times challenged. In this context, this work aims to investigate and summarize how research on predicting elections based on SM data has evolved since its beginning, to outline the state of both the art and the practice,and to identify research opportunities within this field. In termsof method, we performed a systematic literature review analyzingthe quantity and quality of publications, the electoral context of studies, the main approaches to and characteristics of the successful studies, as well as their main strengths and challenges, and compared our results with previous reviews. We identified and analyzed 83 relevant studies, and the challenges were identified in many areas such as process, sampling, modeling, performance evaluation and scientific rigor. Main findings include the low success of the most-used approach, namely volume and sentiment analysis on Twitter, and the better results with new approaches, such as regression methods trained with traditional polls. Finally, a vision of future research on integrating advances on process definitions, modeling, and evaluation is also discussed, pointing out, among others, the need for better investigating the application of state-of-art machine learning approaches. Index Terms: Elections, Social Media, Social Networks, Machine Learning, Systematic Review

scholarly journals Framing Studies Evolution in the Social Media Era. Digital Advancement and Reorientation of the Research Agenda

2021 ◽  
Vol 11 (1) ◽  
pp. 9
Author(s):  
Pablo López-Rabadán
Keyword(s):  
Systematic Review ◽  
Social Media ◽  
Political Communication ◽  
Research Agenda ◽  
Research Impact ◽  
Future Research ◽  
Experimental Development ◽  
The Public ◽  
The Social ◽  
Digital Development

Framing studies remain a powerful line of research in political communication. However, in recent years, coinciding with the emergence of social media, theoretical and operational advances have been detected, as well as a significant reorientation of its research agenda. The interaction between media and platforms such as Twitter or Facebook has built a clearly hybrid communicative environment and profoundly transformed the organization of public debate. This is the case, especially, with processes such as the setting of the public agenda or the construction of interpretive frames. Based on a systematic review of the international reference literature (2011–2021), this article analyses the influence of social media on the evolution of framing studies. Moreover, specifically, the beginning of a new stage of digital development is contextualized, and a triple research impact is explored. The main contributions of the text are that it (1) identifies advances in the theoretical and empirical organization of these studies; (2) explores its reorientation of content towards a greater balance between the analysis of media and political frames; and (3) reviews the recent experimental development of effects studies. Finally, the main challenges for future research in this field are detailed.

scholarly journals Social media research in the context of emerging markets

2018 ◽  
Vol 15 (2) ◽  
pp. 115-129 ◽  
Author(s):  
Kuttimani Tamilmani ◽  
Nripendra P. Rana ◽  
Mohammad Abdallah Ali Alryalat ◽  
Wassan A.A. Al-Khowaiter ◽  
Yogesh K. Dwivedi
Keyword(s):  
Social Media ◽  
Information Systems ◽  
Emerging Markets ◽  
Keyword Search ◽  
Research Trends ◽  
Future Research ◽  
Single Subject ◽  
High Quality ◽  
Content Type ◽  
The Social

Purpose Despite the potential of social media in emerging markets (EMs), only a few studies published in high-quality information systems (IS) journals that have addressed issues related to social media in the context of EMs. The purpose of this paper is to analyse existing research related to social media published in high-quality IS journals for exploring initial research trends, emerging themes, limitations and future research directions in the context of EMs. Design/methodology/approach This study conducted a systematic review of 22 articles on social media, which were published in the “Senior Scholars Basket of IS Journals and Information Systems Frontiers” from 1997 to 2017. Manual literature search approach (i.e. screening through the table of contents of each journal) was employed to identify relevant articles. The content of relevant articles was systematically analysed and synthesised along with keyword analysis to understand research trends on social media related issues in the EMs context. Findings The study identified four major themes from existing research on the social media in the context of EMs, namely: social media frameworks; social media and consumers; social media and organisations; and social media and society with the majority of the studies focussing on consumers. A single subject was found as the major limitation with studies analysed focussing on single platform/country/domain hindering the generalisability whereas including a new exogenous variable to improve the validity of existing studies emerged as main future research direction. Originality/value This study conducted literature review on social media in EMs, which have not been undertaken yet. Moreover, it employed manual search (an effort and time-intensive approach) to overcome the shortcomings of keyword search to identify, locate, select and analyse the social media literature in the context of EMs.

scholarly journals Gambling Marketing Strategies and the Internet: What Do We Know? A Systematic Review

2021 ◽  
Vol 12 ◽  
Author(s):  
Morgane Guillou-Landreat ◽  
Karine Gallopel-Morvan ◽  
Delphine Lever ◽  
Delphine Le Goff ◽  
Jean-Yves Le Reste
Keyword(s):  
Systematic Review ◽  
Social Media ◽  
Social Activity ◽  
Online Gambling ◽  
Future Research ◽  
World Population ◽  
Major Topic ◽  
Mesh Terms ◽  
Pubmed Database ◽  
The Social

Background: The gambling industry has developed many types of gambling on Internet in recent years. Gambling is a social activity for a majority of the world population, but problem gambling (PG) can emerge. The trajectories of gamblers from initiation to PG development are influenced by many variables, including individual and environmental variables and also variables linked to the gambling characteristics. Marketing has been reported to influence gamblers' perceptions and behaviors, but this is not as clear for digital marketing. Digital gambling marketing is broad, ranging from the marketing of gambling websites to communication and advertising on the social media and networks. The objective of this article was to fill this gap by conducting a systematic literature review in order to answer the following questions: (1) What are the strategies of digital gambling marketing? (2) What is the effect of this exposure on gambling representations, intentions and practices?Method: A systematic review was conducted following the PRISMA guidelines on Pubmed database (Medline) from February 2020 to March 2020 and Scopus. Existing papers published between January 2000 and February 2020 were identified by searching with this algorithm: (((“internet”[MeSH Major Topic] OR (communications[All Fields] AND media[All Fields])) OR (“social media”[MeSH Terms] OR (“social”[All Fields] AND “media”[All Fields]) OR “social media”[All Fields])) AND “gambling”[MeSH Major Topic]) AND (“marketing”[MeSH Terms] OR “marketing”[All Fields]), in title, keywords or abstract.Results: Ninety-one candidate studies were selected, 21 studies were selected for the systematic review. Sport appeared as a specific target of online gambling marketing. A growing range of platforms for online sport betting and the development of strategies on the social media were identified. Regarding content, a systematic association between sport and gambling was highlighted. Vulnerable populations, such as young people, appeared to be at high risk of exposure to gambling marketing.Conclusion: Little data is available on the strategies of digital gambling marketing or on exposure to it. Sport could be the first target for future research to understand how the industry is targeting specific populations, and what influence these strategies could have on PG development.

scholarly journals Mapping methods of research on consumer engagement with brands on social media: A literature review

2021 ◽  
Vol 14 (1) ◽  
pp. 205979912098538
Author(s):  
Petra Audy Martínek
Keyword(s):  
Systematic Review ◽  
Social Media ◽  
Literature Review ◽  
Research Methods ◽  
Research Topic ◽  
Future Research ◽  
Consumer Engagement ◽  
Research And Practice ◽  
Brand Engagement ◽  
Over Time

Consumer-brand engagement on social media is a widely studied research topic with high relevance for marketing practitioners. However, the discipline is affected by a conceptual divergence and limited understanding of applicable research methods. The purpose of this article is to review the extant empirical research in the marketing literature that investigates consumer engagement with brands on social media, provide an overview of the research methods employed, and suggest implications for future research. Through systematic review of 66 published studies, this article aims to explore what methods are used to empirically investigate consumer engagement with brands on social media and asks how these methods have evolved over time. The study categorises the current research and demonstrates the evolution of research methods and themes from 2011 until 2019. This literature review revealed three observations: (a) low methods’ diversity, (b) dominant reliance on visible social media metrics and (c) negative aspects of consumer brand engagement as an emerging theme. The insights developed and the observed trends can be helpful in shaping future research and practice in the field of consumer brand engagement.

scholarly journals Pre-Sleep Casein Supplementation, Metabolism, and Appetite: A Systematic Review

Nutrients ◽  
2021 ◽  
Vol 13 (6) ◽  
pp. 1872
Author(s):  
Justin Dela Cruz ◽  
David Kahan
Keyword(s):  
Systematic Review ◽  
Resistance Training ◽  
Food Intake ◽  
Muscle Protein ◽  
Muscle Protein Synthesis ◽  
Protein Supplementation ◽  
Future Research ◽  
Protein Timing ◽  
Casein Protein ◽  
New Research

Protein intake is an important factor for augmenting the response to resistance training in healthy individuals. Although food intake can help with anabolism during the day, the period of time during sleep is typically characterized by catabolism and other metabolic shifts. Research on the application of nighttime casein protein supplementation has introduced a new research paradigm related to protein timing. Pre-sleep casein supplementation has been attributed to improved adaptive response by skeletal muscle to resistance training through increases in muscle protein synthesis, muscle mass, and strength. However, it remains unclear what the effect of this nutritional strategy is on non-muscular parameters such as metabolism and appetite in both healthy and unhealthy populations. The purpose of this systematic review is to understand the effects of pre-sleep casein protein on energy expenditure, lipolysis, appetite, and food intake in both healthy and overweight or obese individuals. A systematic review following PRISMA guidelines was conducted in CINAHL, Cochrane, and SPORTDiscus during March 2021, and 11 studies met the inclusion criteria. A summary of the main findings shows limited to no effects on metabolism or appetite when ingesting 24–48 g of casein 30 min before sleep, but data are limited, and future research is needed to clarify the relationships observed.

Endoscopic Sinus Surgery Improves Sleep Quality in Chronic Rhinosinusitis: A Systematic Review and Meta-analysis

2017 ◽  
Vol 158 (2) ◽  
pp. 249-256 ◽  
Author(s):  
Daniel C. Sukato ◽  
Jason M. Abramowitz ◽  
Marina Boruk ◽  
Nira A. Goldstein ◽  
Richard M. Rosenfeld
Keyword(s):  
Systematic Review ◽  
Sleep Quality ◽  
Chronic Rhinosinusitis ◽  
Endoscopic Sinus Surgery ◽  
Meta Analysis ◽  
Research Direction ◽  
Sinus Surgery ◽  
Future Research ◽  
Apnea Hypopnea Index ◽  
Poor Sleep

Objective Up to 75% of patients with chronic rhinosinusitis (CRS) suffer with poor sleep quality and reduced quality of life. Endoscopic sinus surgery has demonstrated encouraging results in improving sleep function. The aim of this systematic review is to assess the change in sleep quality after surgery for CRS. Data Sources PubMed, Web of Science, EMBASE. Review Methods An electronic search was conducted with the keywords “sinusitis” or “rhinosinusitis” and “sleep.” Studies were included only when adults underwent endoscopic sinus surgery and were evaluated pre- and postoperatively by the Epworth Sleepiness Scale (ESS), the Pittsburgh Sleep Quality Index (PSQI), the Apnea-Hypopnea Index (AHI), the sleep domain of Sino-Nasal Outcome Test–22, or the sleep domain of Rhinosinusitis Disability Index. Results The database search yielded 1939 studies, of which 7 remained after dual-investigator screening. The standardized mean differences (95% CI) for the ESS, PSQI, and AHI were −0.94 (−1.63 to −0.26), −0.80 (−1.46 to −0.14), and −0.20 (−0.32 to −0.07), indicating large, moderate to large, and small improvements, respectively. All analyses displayed high heterogeneity ( I2 = 95%-99%). Conclusion Sleep quality, as measured by the ESS and PSQI surveys, shows substantial improvement after surgery for CRS, with smaller improvement seen for AHI. Generalizability of our results is limited by high heterogeneity among studies and by broad confidence intervals that cannot exclude small to trivial changes. The findings of this meta-analysis provide insight into the effect of CRS-related endoscopic sinus surgery on sleep quality, which should guide future research direction and counseling of patients in the clinical setting.

Explanatory Theories of Intimate Partner Homicide Perpetration: A Systematic Review

2020 ◽  
pp. 152483802095380
Author(s):  
Laurie M. Graham ◽  
Rebecca J. Macy ◽  
Cynthia F. Rizo ◽  
Sandra L. Martin
Keyword(s):  
Systematic Review ◽  
Ecological Model ◽  
Intimate Partner ◽  
Future Research ◽  
Intimate Partner Homicide ◽  
Inclusion Criteria ◽  
Search Terms ◽  
Social Ecological ◽  
Theoretical Perspectives ◽  
The Social

Theories play an important role in guiding intimate partner homicide (IPH) prevention research and practice. This study is the first systematic review of theories employed to explain why someone might kill their intimate partner. This review used rigorous methods to locate and synthesize literature that described explanatory theories of IPH perpetration. Using set search terms, we systematically searched 15 databases and repositories for theory-focused documents (i.e., theory papers or analyses) published in English from 2003 to 2018. Eighteen documents met these inclusion criteria and identified 22 individual theories that seek to explain why people might kill their intimate partners. These theories fell within four broader theoretical perspectives: feminist, evolutionary, sociological/criminological, and combined. Key tenets and focal populations of these 22 theories were identified and organized into a compendium of explanatory theories of IPH perpetration. Potential strengths and limitations of each of the four perspectives were described. Review findings underscored the likely importance of addressing gender as well as risk and protective factors at all levels of the social ecological model in efforts to understand IPH perpetration. The review findings highlighted the need for both integrated theories and a broader conceptual organizing framework to guide work aimed at IPH perpetration prevention to leverage the strengths of disparate theoretical perspectives. With the goal of informing future research, a preliminary iteration of such a framework is presented.

scholarly journals The social media political participation model: A goal systems theory perspective

2018 ◽  
Vol 26 (1) ◽  
pp. 135-156 ◽  
Author(s):  
Johannes Knoll ◽  
Jörg Matthes ◽  
Raffael Heiss
Keyword(s):  
Social Media ◽  
Political Participation ◽  
Systems Theory ◽  
Media Use ◽  
Future Research ◽  
Psychological Processes ◽  
Social Media Use ◽  
The Social ◽  
Goal Systems ◽  
Use Of Social Media

Although studies suggest that the use of social media can promote political participation (PP), there is a lack of theorizing about the psychological processes underlying this relationship. This article attempts to fill this gap by suggesting a social media political participation model. Taking a goal systemic perspective, the model specifies a set of interrelated processes that need to be realized so that social media use affects PP. Furthermore, key contingent conditions are outlined and insights into fostering PP are offered. The article explains ways of testing the model with surveys and experiments. Implications for future research are discussed.

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