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This paper aims to detect opinion leaders, who they play a vital role as influencers of their community, which will help companies to improve their image in social media. This idea came with the fast development of social media, where individuals are increasingly sharing their personal experiences, opinions and critiques about products through these platforms. Thus, the new customers can rely on these spontaneous recommendations to proceed with the purchase without risk of disappointment. Therefore, the mismanagement of the e-reputation can cause huge losses for companies.

In this study, a product reputation framework based on the prediction of opinion leaders is presented. To do so, opinion mining has been used to determine the product reputation in social media. In addition to posts processing, the profile information has also exploited to predict opinion leaders. To achieve the authors’ goal, spammers and duplicated profiles have been detected to improve the product reputation results.

The effectiveness of this approach has been tested using a social media simulation. The obtained results show that this approach is efficient and more accurate compared to the classical solutions.

The key novelty is the gathering of spammer detection criteria with different weights and the profiles matching by providing the suitable matching methods that take into account the profile’s attributes types. Consequently, a different similarity measure was assigned for each of the considered four attributes types. These two steps can ensure that the results obtained from social media are actually supported by opinions extracted directly from the real physical consumers.

This study aims to identify the groups of value cocreators in the context of social media in the retail banking industry and resources that predict customer membership among different groups of value cocreators.

This study reviewed the literature and developed measurement instruments for the constructs of interest. Data were collected from 406 customers in an emerging market in 2019 and analyzed using latent profile analysis.

This study identified three profiles of value cocreators on social media based on the actual practices of resource integration that enliven value cocreation. Second, this study explains the differences in the performance of resource integration practices to cocreate by the types of resources that customers integrate into social media. Third, this study fills the need for knowledge of value cocreation in different contexts and industries (e.g. banks).

This study analytically relates a set of resources to the variety and intensity of the value cocreation practices adopted by bank customers in interactive environments. The emphasis on how value cocreation practices in online environments combined with customer resources (e.g., a person-centered approach) allows to identify unique profiles of value cocreators on social media. The findings inform managers of the profiles of cocreators, which customers are more attractive as value cocreators on social media, and which resources managers should help customers develop to increase cocreation on social media.

Over the last years, many corporations have started to maintain profile pages on social networking sites (SNS), but research on how and why organizational stakeholders use these profile pages has not kept pace. The paper aims to discuss these issues.

The study applies a combined perspective of uses-and-gratifications (U & G) and social cognitive theory (SCT) to investigate the reasons why politicians and digital natives consume and interact with corporations on SNS. In total, 65 semi-structured interviews were conducted and analyzed using qualitative content analysis.

Results suggest that the two stakeholder groups differ in their motivations, as well as behavior to use corporate profile pages. Digital natives seem to prefer Facebook to interact with companies, politicians prefer Twitter. Corporate YouTube pages are almost not important to any of the groups.

The qualitative nature of the study does not allow for generalizations of the findings to larger populations. Suggestions for further research are addressed in the discussion section.

The study results have numerous implications for the practice of communication management. Fans on SNS do not tend to interact with corporations to a large extent, but are loyal followers. Once a connection between an individual and a company is established, it is likely to last. This enables corporations to gain rich information from their networks to be included in customer service, product development, issues management and recruiting.

This is the first study in the field of communication management, which applies a micro-level approach to interviewing users of corporate communication; in order to reveal the reasons why and how they use corporate social networking profile pages.

Over the past decade, the rapid evolution of social media has impacted the field of human resource management in numerous ways. In response, scholars and practitioners have sought to begin an investigation of the myriad of ways that social media impacts organizations. To date, research evidence on a range of HR-related topics are just beginning to emerge, but are scattered across a range of diverse literatures. The principal aim of this chapter is to review the current literature on the study of social media in HRM and to integrate these disparate emerging literatures. During our review, we discuss the existent research, describe the theoretical foundations of such work, and summarize key research findings and themes into a coherent social media framework relevant to HRM. Finally, we offer recommendations for future work that can enhance knowledge of social media’s impact in organizations.

Government social media profiles (GSPs) are increasingly used by government agencies during social crises, and the success of GSPs is highly dependent on netizens’ participation behavior (NPB). Drawing upon the social support theory, the purpose of this paper is to propose a theoretical model to examine the determinants and outcomes of NPB during a social crisis.

To test the research model, a field survey was conducted in the context of Tianjin 2015 explosions in China. The authors adopted a two-step approach to test the models. First, the authors conducted exploratory factor analysis to evaluate the measurement properties of the reflective latent constructs. Then, the authors performed a structural equation analysis to test the hypotheses.

The results show that information support and emotional support are significant determinants of NPB and persona involvement moderates the relationships between them. Additionally, this study reveals that information source preference and increasing enthusiasm for becoming a civil journalist are two critical and significant outcomes of NPB.

There are some limitations in this paper that must be taken into account when interpreting its findings. First, the study is designed on a single profile and concerns a single social crisis. Additionally, future research might consider incorporating factors beyond the individual level, e.g., community social capital (Putnam, 1993). Finally, with the emergence of various IT platforms, such as a government’s own website and online forms, future research can investigate how their characteristics can facilitate other social media platforms’ participation.

This paper offers a number of crucial research implications to the literature of social media in crisis management, thereby contributing to the explanation of NPB on GSPs in the management of social crises. Considering social support as a factor affecting NPB on GSPs, the authors also add personal involvement to the research on the functions of NPB on GSPs and include encouraging civil journalist and making GSPs the principal source of political information.

The research provides participating netizens on GSPs with some suggestions about generating more cost-effective and useful interventions to improve netizen participation levels on GSPs. The findings highlight that governmental social media profiles must focus on continuous development, such as trying best to satisfy the habits of netizens, to motivate netizens to create dependence of information acquisition on the GSPs, called information source preference. On the other hand, the study reminds netizens of the importance of NPB on GSPs during crises and encourages them to act as civil journalist.

First, the study investigated the outcome effect of NPB on GSPs on netizens’ information source preference and civil journalist. Second, this study identifies the determinants of NBPs on GSPs from both the informational and the emotional support perspectives. Third, this study investigates the moderating effects of personal involvement on the relationships between determinants from social support and NPB on GSPs.

As higher education moves to formats that are not face-to-face classes in the wake of a global pandemic, educators need research-based guidelines to inform instructional planning and implementation. This study aims to provide recommendations for teaching with social media, as a complement and enhancement to traditional online teaching approaches.

The study draws on reviews of the research literature and the authors’ own experiences in studying and integrating social media into remote teaching and learning in university settings.

Learning environments that blend asynchronous online elements, where students can go at their own pace, on their own time, have some choice over their learning and are regularly and meaningfully engaging with other students, their teacher and the subject matter are most successful for student learning. Social media, with its affordances for personal profiling, relationship-building, content creation and socializing, when thoughtfully integrated into an online education plan, can help students and teachers stay connected while apart, enhance students’ engagement and make remote learning seem less remote.

The paper includes instructional guidelines for instructors and instructional designers in various post-secondary settings who seek to integrate social media as part of their strategy for remote higher education.

This study fulfills an identified need for pragmatic approaches to online higher education using social media.

The purpose of this paper is to provide marketing professionals and researchers with an overview and understanding of core components that make up the current social media environment from a young consumer's perspective to enable successful communication, outreach and engagement techniques to be developed.

The paper combines personal and peer experiences, observations of user interaction and behavior on social media with the application of existing frameworks and campaigns to derive a complete picture of the social media environment.

The paper will provide insights into how social value creation can help companies large or small in creating positive social media presence while providing insights into the six P's of social media (person, profile, perception, peer, post, and pull) and their significance.

This paper is based primarily on a user and observer perspective with the intention of providing a succinct structural overview to aid future research and exploration. Empirical research should be conducted to verify and challenge assumptions made.

The insights provided can be used to design better social media engagement campaigns and explore future directions of research into developing measurement metrics for interactions and relationships between users and brands.

The creation of social value will be encouraged and better policies and support can be developed to address abuses of social media.

This paper is an original attempt to contextualize the new socially connected environment that we live in and combines insights from within with existing business frameworks to develop a potentially groundbreaking foundation framework on which future research and development by skilled researchers and practitioners can be based.

Consumer-to-consumer (C2C) electronic commerce (e-commerce) is shaping contemporary retailing. Despite the fact that a large amount of C2C e-commerce is conducted in social media-based platforms (e.g. Facebook), it has remained an unexplored area of research, though social media as a commercial platform can result in differing customer value and, thus, has potential for consumer experiences that lie beyond the reach of traditional C2C e-commerce actors. Consequently, the purpose of this paper is to identify and explore distinct consumer profiles of C2C e-commerce in social media.

Confirmatory factor analysis and cluster analysis are employed to analyze the data from a quantitative survey focusing on C2C e-commerce.

Four distinct consumer profiles are introduced and discussed: enthusiasts, bargain hunters, salvagers and apathetics. These profiles capture what kind of value consumers perceive in exchanging used goods with other consumers in Facebook.

The data were collected from one country. Cultural differences in how C2C e-commerce and the role of Facebook are perceived might influence the generalizability of the results. The data set was cross-sectional and based on self-reported data.

First, the study indicates that the social media can offer a unique platform for C2C e-commerce that may result in unique and differentiated consumption experiences. Second, firms should carefully analyze how their existing segments match the consumer profiles presented in this study (enthusiasts, bargain hunters, salvagers, apathetics) to assess future value creation potential and challenges. Third, traditional retailers should evaluate the possibility of acting as a platform for C2C commerce or other types of C2C interaction in order to offer their customers benefits that are characteristic for C2C e-commerce.

This study is among the first attempts to profile C2C e-commerce consumers in social media setting. Interestingly, the profiles differ not in terms of traditional consumer demographics, but on the basis of what kind of value they perceive. Altogether, they grant interesting empirical access to explore the potential and implications of social media-based C2C e-commerce.

As luxury goods are losing their importance for demonstrating status, wealth or power to others, individuals are searching for alternative status symbols. Recently, individuals have increasingly used conspicuous consumption and displays of experiences on social media to obtain affirmation. This study aims to analyze the effects of luxury and nonluxury experiences, as well as traditional luxury goods on status- and nonstatus-related dimensions.

After presenting the theoretical foundation, the authors conduct a study with 599 participants to compare status perceptions elicited by the conspicuous consumption of luxury goods, luxury experiences and nonluxury experiences. The authors investigate whether experiences that are visibly consumed on Instagram are replacing traditional luxury goods as the most important status symbols. Furthermore, the authors examine the effects of the content shown on nonstatus-related dimensions and analyze whether status perceptions differ between female and male social media communicators. Finally, the authors analyze how personal characteristics (self-esteem, self-actualization and materialism) influence the status perceptions of others on social media.

The results show that luxury goods are still the most important means of displaying status. However, especially for women, luxury experiences are also associated with a high level of social status. Thus, the results imply important gender differences in the perceptions of status- and nonstatus-related dimensions. Furthermore, the findings indicate that, in particular, the individual characteristics of self-actualization and materialism affect status perceptions depending on the posted content.

While the research has already considered some alternative forms of conspicuous consumption, little attention has been given to experiences as status symbols. However, with their growing importance as substitutes for luxury goods and the rise of social media, the desire to conspicuously consume experiences is increasing. The authors address this gap in the literature by focusing on the conspicuous display of luxury and nonluxury experiences on social media.

There is an increasing need for a better understanding of healthcare service marketing in social media. This paper aims to examine Under the framework of positioning theory, popular Instagram posts related to #plasticsurgery and their accounts were analyzed and the relationships between the posts’ attributes and the number of user comments and likes were examined.

A total of 272 posts associated with #plasticsurgery and their account profiles were analyzed.

Plastic surgery procedures were positioned on Instagram primarily by doctors and celebrity patients who were motivated by self-promotion. Doctors often omitted their medical credential information from their account profile and posts while featuring their vanity photos, emojis and consultation solicitations. They showed patients as the objects of surgery. On the other hand, patients positioned themselves as individuals with the agency by showing their faces rather than focusing on their body parts. Instagram users responded better to the doctors who positioned themselves more as business owners than medical professionals by soliciting consultations, offering discounts, displaying surgery photos and using emojis. In responding to patient posts, Instagram users liked under-dressed images more than fully clothed images and commented more on before-and-after photos than others.

In Instagram, doctors positioned themselves as self-interested providers of plastic surgery services, whereas patients positioned themselves as active consumers. Medical professionals’ social media activities should be more closely monitored to protect patient safety and the trust between patients and doctors.

This study shed light on how doctors and patients position themselves on social media and how they are received by social media users in the context of #plasticsurgery on Instagram.