Determining factors of participants' attitudes toward the ethics of social media data research

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Yi Chen ◽  
Chuanfu Chen ◽  
Si Li

PurposeThe purpose of this study was to investigate the participants' attitudes toward the ethical issues caused by collecting social media data (SMD) for research, as well as the effects of familiarity, trust and altruism on the participants' attitudes toward the ethics of SMD research. It is hoped that through this study, scholars will be reminded to respect participants and engage in ethical reflection when using SMD in research.Design/methodology/approachThis study adopted social media users as its research subjects and used Sina Microblog, the world's largest Chinese social media platform, as the example. Based on the 320 valid responses collected from a survey, structural equation modeling was employed to examine the research model.FindingsThe results indicated that altruism, familiarity and trust have significant influences on participants' attitudes toward the ethics of SMD research, and familiarity also influences attitudes through the mediating role of trust and altruism.Originality/valueThis study explored the mechanism underlying the relationship between the determining factors and participants' attitudes toward the ethics of SMD research, and the results demonstrated that the informed consent mechanism is an effective way to communicate with participants and that the guiding responsibility of the platform should be improved to standardize SMD research.

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jie Sun ◽  
Xi Yu Leung ◽  
Billy Bai

Purpose This paper aims to study how a social media influencer (SMI) endorsement affects followers’ event attitude and behavioral intentions. More importantly, it comparatively examines the role of followers’ gender in event SMI marketing effectiveness. Design methodology approach Based on the congruity theory of attitude change, the current study developed an integrated framework of SMI marketing. In total, 335 online surveys were collected. Partial least squares structural equation modeling and multi-group analysis were conducted to test the hypotheses. Findings Results show that a follower’s attitude and behavioral intentions toward the event are affected by his or her influencer attitude. The present study also finds that follower’s social media post attitude plays a mediating role. Moreover, female followers are impacted more directly by their influencer attitude, while male followers are affected more indirectly through their attitude toward the social media posts. Research limitations implications The current study not only extends the event literature on SMI marketing but also provides recommendations for event professionals on SMI selection. Originality value This study examines SMI endorsement as a relatively new marketing tool in the event setting. It also is a pioneer study in testing the effect of social media followers’ gender differences.


2019 ◽  
Vol 38 (3) ◽  
pp. 325-339 ◽  
Author(s):  
Hoa Thi Hoang ◽  
Feng Wang ◽  
Quang Van Ngo ◽  
Man Chen

Purpose The purpose of this paper is to examine the effects of social media-based brand community (SMBBC) markers on customer-based brand equity (CBBE). Moreover, this research evaluates the mediating effect of brand community commitment and the moderating effect of customer gender. Design/methodology/approach This research collected data from a questionnaire survey with participants who are members of the Xiaomi Community in Vietnam on Facebook (XCVF). Finally, 512 valid and usable questionnaires were tested by applying the structural equation modeling approach. Findings On the basis of social identity theory, results showed that three components of brand community markers significantly affect two aspects of CBBE. Moreover, brand community commitment plays a mediating role in the relationship of shared consciousness, ritual and traditions, and CBBE. In addition, the influence of SMBBC on CBBE is stronger for women than for men. Research limitations/implications The sample selected is limited to only members of XCVF, so the results may have an inadequate view in comparison with other brand communities. This research can eliminate other important variables that can contribute to this relationship. Originality/value This research is among the first studies that have focused on the importance of SMBBC markers on CBBE, the mediating role of brand community commitment and the moderating effect of customer gender.


2014 ◽  
Vol 8 (3) ◽  
pp. 203-223 ◽  
Author(s):  
Sertan Kabadayi ◽  
Katherine Price

Purpose – The purpose of this paper is to study factors affecting consumers’ liking and commenting behavior on Facebook brand pages, and to analyze the mediating role of mode of interaction on relationships between personality traits and liking/commenting behavior. Design/methodology/approach – Data were collected using an online national survey from 269 respondents, ages between 18 and 32. The hypotheses were tested using structural equation modeling. Findings – Results support nine of ten hypotheses with significant relationships between analyzed constructs. It was found that two different modes of interaction acted as mediators between three personality traits and liking/commenting behavior on Facebook. Research limitations/implications – This study only included liking and commenting behavior on Facebook. Future studies could extend the conceptual model by including sharing behavior and other personality traits that were not included in this conceptual model. Practical implications – The findings have several implications for brand managers with respect to their social media strategies and give them guidance in achieving better customer engagement on Facebook. This research is an important step in understanding the factors affecting consumers’ Facebook behavior and useful for practitioners intending to use Facebook as part of their marketing strategy. Originality/value – The study provides a comprehensive framework to understand consumer engagement on Facebook by including specific types of Facebook behavior, three personality traits and two modes of interaction that consumers have in social media.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Yuan Sun ◽  
Rong-An Shang ◽  
Haiyang Cao ◽  
Hongyu Jiang ◽  
Klaus Boehnke ◽  
...  

PurposeEnterprise social media can be the organizational transactive memory in which the knowledge dialogue provides users with the metaknowledge to support knowledge transfer. The purpose of this study is to examine a mediation model to show how perceived critical mass, openness and affiliation climate affect organizational knowledge transfer through the mediation of improving the metaknowledge of who knows what and whom.Design/methodology/approachTo test the mediation model and corresponding hypotheses, this study employs structural equation modeling analysis using 264 valid questionnaires.FindingsThe study found the two mediators fully explained the effects of the three preconditions on knowledge transfer.Originality/valueThese results help us to better understand the benefits of enterprise social media and the functions of transactive memory in organizations.


2019 ◽  
Vol 31 (3) ◽  
pp. 670-690 ◽  
Author(s):  
Muhammad Kashif Javed ◽  
Ma Degong ◽  
Talat Qadeer

Purpose Most business-related studies on ethics focus on consumers in developed western economies but ignore developing economies. Therefore, to fill this void in the literature and address the concerns of prior studies, the purpose of this paper is to examine the ethical perceptions of Chinese consumers as an example of effective and efficient management of company/brand strategies in an economy experiencing rapid socioeconomic growth. Design/methodology/approach This study examines 328 Chinese consumers’ purchase intentions based on their ethical perceptions toward Apple and P&G through mediating (i.e. consumer–corporate identification (CCI) and brand trust) and moderating (i.e. consumer gender, age, education and residence) effects. Structural equation modeling is used to analyze the constructs and overall model. Findings The ethical perceptions of consumers translate into purchase intentions, both at the corporate and product brand levels. Similarly, a significant direct relationship between CCI and brand trust reveals that corporate-level ethical identification is a trivial matter to customers, although these perceptions do apply to product brands under a corporate umbrella. Furthermore, to identify target groups of Chinese consumers who are receptive to ethical appeals, moderating variables were found to be useful. Originality/value The results confirm that the mediating role of CCI is more influential in the context of Chinese consumers’ ethical perceptions, followed by brand trust. In relation to demographics, ethical perceptions affect CCI and brand trust more positively in females and highly educated consumers in China. Similarly, the relationship between consumers’ ethical perception and their trust in brand is revealed more influential in urban residents than they do in rural. This broadens the applications and contexts of this research model. The results provide managerial guidance on enhancing potential ethical perceptions.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohd Ahmad Al-Hawari ◽  
Shaker Bani-Melhem ◽  
Faridahwati Mohd. Shamsudin

Purpose This study aims to build on the trait activation and interactionist perspective theories to investigate the effect of frontline employees’ (FLEs) willingness to take risks on hotel guest loyalty by assessing the mediating role of their innovative behaviors. It also examines whether decentralization strengthens the positive impact of willingness to take risks on innovative behavior and, subsequently, customer loyalty. Design/methodology/approach The authors collected multilevel data from various sources – hotel FLEs (n = 183), hotel operation managers (n = 46) and hotel guests/customers (n = 266) – from five-star hotels operating in Dubai. Structural equation modeling and PROCESS macro (version 3.5) were used to analyze the data. Findings The findings showed that willingness to take risks indirectly (via innovative behaviors) affects guest/customer loyalty positively. This effect is strengthened when the hotel is decentralized. Practical implications This study provides insight into how hotel managers can foster customer loyalty. More specifically, they can do so by establishing employees’ innovative behaviors triggered by employees’ positive personality traits and by giving employees more autonomy. Originality/value The present study addresses recent calls to investigate the positive impact of FLEs’ personality traits, attitudes and behaviors on customer loyalty.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Purvendu Sharma

PurposeThe present research aims to introduce and understand the promising nature of destination evangelism in the context of social media-based tourism communities (SMTCs). Further, factors that influence evangelism and information-seeking behaviors on SMTCs are examined.Design/methodology/approachA conceptual model is developed that features an interplay of destination distinctiveness, destination evangelism, travel commitment and information-seeking engagement. Data were collected from 215 active users of SMTCs and analyzed using structural equation models.FindingsThe research findings indicate that destination distinctiveness and information-seeking positively lead to destination evangelism. Information-seeking is found to mediate the relationship between (1) destination evangelism and travel commitment and (2) destination evangelism and distinctiveness.Research limitations/implicationsThe research offers meaningful insights into exploring constituents of destination evangelism. The research also understands and highlights the critical role of information-seeking engagement about distinct destinations.Practical implicationsThis research highlights key areas to build, improve and inspire destination evangelism on SMTCs.Originality/valueThis study offers a fresh contribution to tourism literature by investigating destination evangelism and its drivers. This is explained by closely uniting vital research streams of evangelism, tourism and engagement. It further highlights the dual mediating role of information seeking, suggesting that these engagements are critical to evangelizing destinations.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mazzini Muda ◽  
Muhammad Iskandar Hamzah

PurposeIn spite of the increasing organic and interactive marketing activities over social media, a general understanding of the source credibility of voluntary user-generated content (UGC) is still limited. In line with the social identity theory, this paper examines the effects of consumers' perceived source credibility of UGC in YouTube videos on their attitudes and behavioral intentions. Additionally, source homophily theory is included to predict the antecedent of source credibility.Design/methodology/approachThree hundred and seventy two Generation Y respondents were interviewed using snowball sampling. Data were analyzed with component-based structural equation modeling technique of partial least squares-structural equation modeling (PLS-SEM).FindingsFindings confirmed that perceived source credibility indirectly affects purchase intention (PI) and electronic word-of-mouth via attitude toward UGC. Besides, perceived source credibility mediates the effect of perceived source homophily on attitude toward UGC.Practical implicationsSince today's consumers have begun to trust and rely more on UGC than company-generated content on social media when making purchase decisions, companies may reconsider democratizing certain aspects of their branding strategies. Firms may fine-tune their marketing communication budgets – not only just by sponsoring public figures and celebrities but also by nurturing coproductive engagements with independent content creators who are ordinary consumers. Endowed with their imposing credibility, these micro-influencers and prosumers have high potentials to be uplifted to brand ambassadors.Originality/valueWhile consumers' purchase outcome can be measured easily using metrics and analytics, the roles of source homophily in stages leading up to the purchase is still elusive. Drawing on the rich theoretical basis of source homophily may help researchers to understand not only how credibility and attitude are related to PI but also how this nexus generates positive word of mouth among UGC followers within the social media circles.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Zahraa Sameer Sajwani ◽  
Joe Hazzam ◽  
Abdelmounaim Lahrech ◽  
Muna Alnuaimi

PurposeThe purpose of the study is to investigate the role of the strategy tripod premises, mediated by future foresight and its effect on merger effectiveness in the higher education industry.Design/methodology/approachA quantitative survey method was implemented, with the data provided by senior managers of 14 universities that went through a merger from the years 2013–2016. The proposed model was tested using partial least squares (PLS) of structural equation modeling (SEM).FindingsThe results indicate that government support, competitive intensity and knowledge creation capability relate positivity to merger effectiveness, and these relationships are mediated by future foresight competence.Originality/valueThe study provides a better understanding of merger effectiveness in the higher education industry by identifying the role of future foresight competence in the application of strategy tripod and its contribution on merger effectiveness. Results indicate that future foresight competence contributes to the merger effectiveness and enables the effective implementation of the strategy tripod dimensions in higher education mergers.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Cong Yin ◽  
Yujing Zhou ◽  
Peiyu He ◽  
Meng Tu

PurposeThis research takes the transfer behavior of users from Tencent QQ to WeChat as an example to discuss the wider transfer behavior of social media users on the Internet.Design/methodology/approachThis paper collects data through a combination of offline interviews and online questionnaire surveys, and utilizes data analysis tools to construct structural equation modeling (SEM). Using Statistical Product and Service Solutions (SPSS) Statistics 22.0 and Analysis of Moment Structures (AMOS) 22.0 software with SEM, this study was carried out to provide reasonable statistical support for relevant proposed hypotheses based on 368 effective samples acquired through the questionnaire.FindingsThe findings of this study show that subjective norm, transfer experience, social communication, and knowledge acquisition all have significant associations with transfer intention and switching behavior. To be specific, transfer intention exerts a positive association on switching behavior; function setting, privacy protection and personal innovation have a favorable association with transfer intention; transfer cost has a significantly negative relationship with transfer intention and switching behavior; function setting has no important relationship on switching behavior.Originality/valueThe research results provide a reference for improving the viscosity and loyalty of social media users in the new era and resolving the problem of user churn.


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