How social distance affects the intention and behavior of collaborative consumption: A study based on online car-hailing service

In recent years, advances in mobile communications technology have enabled collaborative consumption or product sharing between consumers on a large scale. Unlike traditional consumption, collaborative consumption is based on collaboration among individuals, so that the decision-making mechanisms of individual consumers may be different from those in traditional consumption scenarios. The current study focuses on how the social distance between consumers and drivers affects collaborative consumption intention in the case of online car-hailing services. In this study, the theory of planned behavior (TPB) is used as the foundational framework, and we innovatively add the concept of social distance to the TPB to form a new, and integrated model. We test the model based on data collected from 315 online car-hailing users. The results shows that behavioral attitudes, subjective norms, and perceived behavioral control, positively influence collaborative consumption intention and behavior. More interestingly, we find that social distance has both direct and indirect impacts on collaborative consumption intention: The greater the social distance, the lower the collaborative consumption intention. Moreover, social distance also moderates the influence of subjective norms and perceived behavioral control on collaborative consumption intention. To be specific, the influence of subjective norms and perceived behavioral control on collaborative consumption intention is weakened when consumers perceive less social distance. The results suggest that the integrated model has a stronger explanatory power on collaborative consumption behavior. This study enhances the traditional TPB model and offers insight into promoting collaborative consumption in the context of the sharing economy.     

Theory of Planned Behavior and Ethics Theory in Digital Piracy: An Integrated Model

Since digital piracy has posed a significant threat to the development of the software industry and the growth of the digital media industry, it has, for the last decade, held considerable interest for researchers and practitioners. This article will propose an integrated model that combines the theory of planned behavior (TPB) and ethics theory, the two theories that are most often used in digital piracy studies. Data were obtained from university students in China, and the model was examined using the structural equation model (SEM). The results show that moral obligation and justice, derived from ethics theories and TPB variables, such as attitude, subjective norms, and perceived behavioral control, influence the behavioral intentions of individuals to commit digital piracy. The attitude of individuals toward digital piracy is also found to be influenced by perceived benefits, perceived risk, and habit.     

Social media adoption behaviour: Consumer innovativeness and participation intention

With the emergence of social media, the trends of selfies have become common across various social networking platforms as a distinctive way of self-presentation. It has aroused the interest of various scholars to comprehend the consumer adoption behaviour for social media. Thus, built on the innovation diffusion theory (IDT) and theory of planned behaviour (TPB) perspective, this paper developed a model to empirically test whether and how critical factors of consumer selfie-posting behavioural intention on social media affect behavioural intention and word-of-mouth to consequently enhancing their adoption behaviour towards social media to post selfies. The data were gathered from 353 young consumers who post their selfies clicked via smartphone on their social media accounts. The results revealed that consumer innovativeness and participation intention directly and indirectly affect consumer adoption behaviour for social media to post their selfies. Additionally, the study identified that among all critical factors, participation intention and perceived behaviour control have strongest influence on behavioural intention to post selfies followed by consumer innovativeness, attitude towards selfie-posting and subjective norms. The study contributes to the extension of TPB by adding participation intention and positive WOM, adoption of social media. This research validated the significant roles of consumer innovativeness, participation intention, positive WOM and intention to post selfies in predicting the adoption behaviour. Practitioners and marketers of social media sites can improve the usability and effectiveness of positive WOM and intention to post selfies to attract more young consumers.     

The Effect of Organization-Based Self-Esteem and Deindividuation in Protecting Personal Information Privacy

In this research we apply the Theory of Planned Behavior (TPB) to study decisions related to information privacy protection. A TPB-based model was proposed to investigate whether organization-based self-esteem and perceived deindividuation can be employed to measure the strength of the perceived behavioral control construct. In addition, we examined if the addition of a causal path linking subjective norms to attitudes and another causal path linking organization-based self-esteem to subjective norms enhanced our research model's predicting power. Our study shows that information systems (IS) professionals' intentions to protect personal information privacy are influenced by their attitudes, subjective norms, perceived deindividuation, and organization-based self-esteem. It further shows that attitudes are influenced by subjective norms, which, in turn, are influenced by organization-based self-esteem.     

The impact of affective and cognitive antecedents on negative word-of-mouth intentions

Negative word-of-mouth (WOM), defined as derogatory information disseminated from person to person and aimed at defaming a product, highlighting a product complaint, and/or highlighting unsatisfactory service experiences, influences consumer behavior and can harm a company’s image. The present study was conducted to ascertain the impact of affective antecedents (negative emotions) and cognitive antecedents (distrust) in the intent of negative WOM. A proposed theoretical model was employed to analyze the effect that perceived injustice had on negative WOM and how this effect was mediated by emotional and cognitive aspects. The research was a pre-experimental design – one treatment leading to one observation – with 252 students. Through an OLS regression and mediation analyses, we found an indirect link between perceived injustice and negative WOM intent, which was mediated by negative emotions and distrust. Contributing to the field of marketing studies, this paper fills an investigative gap regarding affective and cognitive antecedents as mediators of negative WOM. The results suggest that marketing managers should create mechanisms to allow consumers to express their negative emotions and rebuild their trust in order to avoid the spread of negative WOM.     

The different roles of product originality and usefulness in generating word-of-mouth

This paper explores how the dimensions of new products, specifically, the originality and usefulness of the products, influence word-of-mouth (WOM). In four studies, using lab and field setups, we find that originality and usefulness have different effects on WOM. We show that consumers spread more WOM about original products, but the valence of what they say depends on the usefulness of the product. Therefore, originality enhances the effect of usefulness such that consumers spread relatively more and more positively valenced WOM about original and useful products compared to less original but equally useful products. Conversely, consumers spread more and more negatively valenced WOM about original products that are not useful compared to less original products with the same level of low usefulness. The results indicate that product originality should be managed carefully when developing and positioning new products. Although originality increases buzz, it might lead to negatively valenced WOM when the usefulness of the product is perceived to be low.     

Understanding the Relationship between Individualism and Word of Mouth: A Self‐Enhancement Explanation

This study examines factors moderating the relationship between individualism and word‐of‐mouth (WOM) transmission. The conceptual model is based on the premise that high‐individualism consumers are highly driven by the self‐enhancement motive when they transmit WOM and that they change their willingness to provide WOM based on the perceived opportunity for self‐enhancement. The results reveal that high‐individualism consumers are more willing than low‐individualism consumers to transmit WOM in relation to satisfactory consumption experiences (vs. unsatisfactory), when WOM is unsolicited (vs. solicited), and when the context involves high perceived social risk (vs. low perceived social risk). Thus, the findings indicate that self‐enhancement may indeed be the underlying mechanism in the relationship between individualism and WOM transmission.     

How marketing strategy,perceived value and brand image influence WOM outcomes—The sharing economy perspective

As concepts and technology evolve, the sharing economy changes not only business management methods but also lifestyle, leisure, tourism and hospitality consumption. This research proposes an integrated empirical model that illuminates the role of shared economy perceptions on transportation tools in explaining consumer behaviour in word-of-mouth (WOM) and usage intention. In Study 1, 368 YouBike users' perspectives were examined, and the results showed that ease of use is key to promoting WOM through perceived value and brand image. Furthermore, based on 338 GoShare users' perspectives in Study 2, brand image and reputation are shown to play the critical mediating roles in linking the relationships between marketing strategy and WOM. Additionally, usage intention has important moderating roles in the WOM development process. Overall, this study helps academics and marketing decision-makers understand which critical attributes influence customers’ behaviours when implementing sharing economic concepts.     

Consumer choice in online vegetable distribution terminals: A Planned Behavior approach

It is common for consumers nowadays to buy vegetables through online distribution terminals. This paper introduces the variables of perceived risk and terminal image through the Theory of Planned Behavior, and uses structural equations to conduct an empirical study of consumer choice. The results show that: attitude, perceived risk and terminal image have a significant influence on consumers’ terminal behavioral intention, while subjective norms and perceived behavior controls do not; and perceived risk, terminal image and behavioral intention have a significant influence on consumers’ terminal behavioral choice, while attitude does not.     

The role of disclosure in organized word‐of‐mouth marketing programs

Prevailing views of organized word‐of‐mouth (WOM) marketing programs suggest that disclosing corporate affiliation reduces perceived credibility and hampers campaign effectiveness. To test this view we surveyed WOM marketing agents and their conversational partners (CP) after a WOM marketing episode. Results indicate that when disclosure occurred – defined as when the CP was aware they were talking with a person participating in an organized WOM marketing program – agents were rated as more credible, CPs had fewer negative feelings about the agent's corporate affiliation, and CPs told more people about the brand being discussed. These counter‐intuitive results can be explained in part by the existing personal relationship between the agent and CP and invite us to consider how personal relationships may moderate the impact and potential business advantages of disclosure in organized WOM marketing programs.     

Predicting the antecedents of consumers' intention toward purchase of mutual funds: A hybrid PLS-SEM-neural network approach

The current study intends to identify the behavioural antecedents of investors' attitude and investment intention toward mutual funds using a robust SEM-ANN approach. It focuses on novel factors in the purview of the COVID-19 pandemic, increasing digitalization and social media usage. The research outcome indicates that attitude (ATB), awareness (AW) and investment decision involvement (IDI) have a significant positive relation with investment intention (BI). In contrast, perceived barrier (PBR) negatively relates to investment intention. Herd behaviour (HB) and social media influence (SMI) do not influence investment intention toward mutual funds. Moreover, all the tested predictors share direct relation with the attitude toward mutual fund investment, barring perceived risk (PR), which has an inverse relationship. As per the outcome of ANN sensitivity analysis, attitude is the most crucial determinant of investment intention. It is followed by awareness (AW), perceived barriers (PBR) and investment decision involvement (IDI). Among the significant determinants of attitude, self-efficacy (SE) is the most important determinant, followed by perceived usefulness (PU), perceived emergency (PEMER), subjective norms (SN) and perceived risk (PR).     

The formation of habit and word-of-mouth intention of over-the-top platforms

The current study examines how video content on over-the-top (OTT) platforms and the enjoyment from watching them form habits and word-of-mouth (WOM) intentions. We propose a research model that integrates elements from the Self-Determination Theory (SDT) and the concept of “habit loop” from the Interest-Driven Creator (IDC) theory. The model was analyzed using PLS-SEM on 302 responses from OTT users. The study elucidates how video content availability helps in habit formation indirectly through perceived enjoyment. The results also demonstrated that the WOM of OTT platforms is explained by perceived enjoyment, affective commitment, and the habit of using the OTT platforms. The study highlights that habit is a significant predictor of affective commitment and WOM intention of hedonic apps. This is the first study to illustrate how video content availability affects users’ enjoyment, habitual use, and WOM intentions. Habit as a significant predictor of affective commitment and WOM intention of hedonic apps, like OTT platforms, is unprecedented.     

The dynamics of online word-of-mouth and product sales—An empirical investigation of the movie industry

There are growing interests in understanding how word-of-mouth (WOM) on the Internet is generated and how it influences consumers’ purchase decisions at retail outlets. A unique aspect of the WOM effect is the presence of a positive feedback mechanism between WOM and retail sales. We characterize the process through a dynamic simultaneous equation system, in which we separate the effect of online WOM as both a precursor to and an outcome of retail sales. We apply our approach to the movie industry, showing that both a movie's box office revenue and WOM valence significantly influence WOM volume. WOM volume in turn leads to higher box office performance. This positive feedback mechanism highlights the importance of WOM in generating and sustaining retail revenue.     

Managing Word-of-Mouth: A Nonprofit Case Study

Word-of-mouth (WOM) is an important influence on the opinions of donors and their donation behaviors. Against a background of more professional donor relationship management, we investigate about how, if at all, nonprofits (NP) manage WOM. We report an in-depth case study of a single NP. We find that there is widespread appreciation that WOM influences NP performance indirectly through its impact on donor acquisition, donor loyalty, and organizational reputation. Whilst the organization employs networking and WOM practices, it stresses the reduction of negative WOM (NWOM) rather than the promotion of positive WOM (PWOM). Crisis management dominates the NP's WOM-related thinking. We find that PWOM emanates from many organizational influences including donor satisfaction, the welfare service itself, networking practices, external suppliers, alliances, its officers and communication practices including both advertising and public relations. We apply a new model, the eight pillars of WOM, to our analysis of WOM management in the case organization.     

Does educating customers create positive word of mouth?

This research theorizes and empirically examines whether and how educating customers—a brand's efforts to enhance customers' product-related knowledge—affects customer word of mouth (WOM). In two lab experiments across service and retailing contexts, we find that educating customers enhances customers' positive WOM for a brand. Customer satisfaction and perceived expertise mediate this effect. Critically, the positive impact on WOM is stronger for customers who have less prior knowledge regarding the educational topic and are more amenable to knowledge sharing. The current findings add to the literature on customer education and WOM and offer managerial insights for improving brands' WOM campaigns.     

A study of antecedents and outcomes of social media WOM towards luxury brand purchase intention

This research develops a conceptualized model that illuminates the role of luxury perceptions in explaining consumer engagement in social media WOM and luxury purchase intention. It also explores the moderating effects of consumer demographic characteristics and perceived social status. The proposed model is validated by using SEM in AMOS against 282 samples, and chi-square difference test is applied to test the moderating effects. The findings demonstrate that social media WOM positively influences consumer luxury purchase intention. Perceived quality highly influences functional and social value, and social media WOM is strongly influenced by personal and functional value. This research 1) highlights the powerful role of social media WOM in enhancing luxury brands purchase intention, 2) extends current body of knowledge of the social media WOM and its focal antecedents, and 3) shows how consumer characteristics (e.g., age, gender, income, education, perceived social status) are important for developing customized marketing strategy to promote luxury brands on SNS. Overall, this study helps firms to understand which aspect of luxury brands to be emphasized to initiate consumers into social media WOM, which in turn, influences purchase intention.     

Locally Sourced Restaurant: Consumers Willingness to Pay

This study tested (1) the theory of planned behavior to identify factors influencing customers’ willingness to pay more when visiting a locally sourced restaurant, and (2) assesses the effect of health consciousness and community attachment on willingness to pay more through attitude, subjective norms, and perceived behavioral control in visiting a locally sourced restaurant. A total of 423 responses were analyzed using a two-step approach of structural equation modeling. The findings indicated that health consciousness and community attachment positively influences attitude, subjective norm, and perceived behavioral control in visiting a locally sourced restaurant, which ultimately influence willingness to pay more.     

Ethical Decision Making in the Public Accounting Profession: An Extension of Ajzen’s Theory of Planned Behavior

The purpose of this study is to expand our understanding of the factors that influence ethical behavioral intentions of public accountants. Recent scandals have dominated the news and have caused legislators, regulators and the public to question the role of the accounting profession. Legislative changes have brought about major structural changes in the profession and continued scrutiny will surely lead to further changes. Thus, developing an understanding of the personal and contextual factors that influence ethical decisions is critical. An extension of the theory of planned behavior [Ajzen, I.: 1985, Action Control-From Cognition to Behavior (Springer, Heidelberg)], the model used in this study examined the influence of personal, social and organizational factors on ethical intentions. Specifically, the individual level model tested direct effects of attitudes, subjective norms, perceived behavioral control, moral sensitivity and ethical climate. Professionals from five accounting firms completed a survey that measured responses to ethical dilemmas related to the public accounting domain. To minimize the potential impact of common method bias, the survey instrument was administered in two phases. Hypotheses were evaluated using a structural modeling technique, partial least squares. Results show strong support for a direct relationship between attitudes and ethical intentions. The proposed direct effect of subjective norms was not supported. However, a significant relationship between subjective norms and attitudes was found. Professionals’ attitudes towards ethical issues clearly influence intentions. Moreover, this study illustrates the potential influence of social factors in attitude formation. Future research should explore the factors in the public accounting domain that most strongly influence attitude formation. This study suggests that the theory of reasoned action offers a useful framework for exploring these issues.     

Unveiling ways to reach organic purchase: Green perceived value,perceived knowledge,attitude, subjective norm,and trust

This paper aims to investigate organic food consumption based on the perspectives of an extended research model by integrating the theory of consumption value (TCV) and the theory of reasoned action (TRA). First, we tried to find out how five consumption values of functional, social, emotional, conditional, and epistemic in classic TCV influence consumption choice especially in the sustainable consumption domain of organic food, interpreted as green perceived value (GPV) in the reflective-reflective second-order latent. Second, as an attempt to extend the classic TRA, this study included trust and perceived knowledge in the research model in addition to the subjective norm, attitude, and behavioral intention. A partial least square structural equation method (PLS-SEM) was adopted to examine our research model with 251 samples. Our results revealed that GPV significantly affects consumer attitudes. Consumer attitudes and subjective norms also have a significantly positive effect on purchase intention. As an extended TRA, GPV has a significantly positive effect on trust while trust significantly impacts purchase intention. Further, perceived knowledge positively influences attitude and trust. By jointly considering TCV and TRA, this study proposes several implications emphasizing how GPV and perceived knowledge affects consumers’ organic food consumption choice based on the role of increased trust.