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The purpose of this research is to identify the antecedents and consequences of satisfaction when using Instagram. We also aim to verify if the intention to follow an account and interact with it positively influences the endorsed brand attitude, resulting in purchase intention on Instagram.

We undertook primary data collection through a quantitative, descriptive and cross-sectional approach, applying a nonprobabilistic sampling method by convenience and accessibility. We conducted data collection by means of an online questionnaire, which gained 447 respondents. The data analysis technique was SEM-PLS.

The results indicated that utility, entertainment and socialization tend to predict user satisfaction when using Instagram, and this satisfaction tends to generate a following and interacting behavior with other users. The results also suggest that by establishing this continuous relationship with other users, there is a greater possibility of users endorsing the brands presented to them, which may lead to greater purchase intention.

We bring relevant information to companies for the development of virtual engagement, allowing them to better develop a strategy for reaching new Instagram followers by analyzing their behavior.

The study expands the field of uses and gratifications (U&G) theory in the use of Instagram, using antecedents of satisfaction. In relation to consequences, this study includes in the model a commercial base in terms of endorsed brand attitude and purchase intention.

The purpose of this paper is to examine consumers’ perceptions of using different types of 3D animated avatars as salespeople based on credibility, homophily, attractiveness and intention to interact.

Using a survey method, participants (n=120) evaluated four types of 3D animated avatars (i.e. human, fantasy, animal and humanoid) based on the supposition the avatars would represent a salesperson for an online retailer.

The results show that avatar type has a significant influence on the perception of credibility, homophily, and attractiveness. Furthermore, credibility, homophily, and attractiveness significantly influence the intention to interact with the avatar. Overall, the human avatar was found to be perceived as the most credible, homophilous, attractive and was regarded as the highest in relation to intention to interact.

The practical and theoretical implications are discussed to offer guidance to online retailers, graphic designers, and researchers in the benefits and pitfalls of utilizing 3D animated avatars as salespeople.

The purpose of this study is to analyze how positive behaviors toward influencers (customer interaction) and promoted products (looking for product information) can be achieved, taking into account influencer–product fit, in a fashion marketing campaign. In addition, account following and product involvement are examined as possible moderators in these relationships.

The data were gathered from online participants. The participants were Instagram users who already knew a popular influencer on the platform. The experimental design manipulated the types of picture posted by the influencer to observe customers’ reactions in terms of intention to interact with the influencer’s account and to look for further information about promoted products.

The authors’ findings suggested that influencer–product matches in posts on Instagram encourage users to search for information about promoted products but do not affect their intention to interact with influencers’ accounts. Nevertheless, customers’ reactions toward an influencer’s posts differ based on whether they are followers of the influencer and whether they are highly or lowly involved with the promoted product.

Both brands and influencers should properly manage influencer marketing actions. Brands should control influencers’ audiences and their involvement with featured products so that they are seen to promote them in a natural way. Influencers should endorse branded products that fit their own style; this will increase the interaction on their accounts.

This research contributes to a better understanding of how users can be encouraged to undertake positive online actions as regards influencers (interaction with their accounts) and promoted products (information search) in influencer marketing campaigns.

Esta investigación analiza cómo lograr comportamientos positivos hacia los influencers (mayor interacción del consumidor con la cuenta) y los productos promocionados (búsqueda de información sobre el producto), en función del ajuste influencer-producto en una campaña de marketing de moda. Además, se estudian el seguimiento de la cuenta y la implicación con el producto como posibles moderadores en estas relaciones.

Los datos de la investigación se recogieron a través de una encuesta realizada a usuarios de Instagram que conocían previamente a la influencer estudiada. A través de un diseño experimental se manipularon las publicaciones de la influencer para analizar las reacciones de los consumidores, más concretamente, sus intenciones de interactuar con la cuenta del influencer y de buscar más información sobre los productos promocionados.

Los resultados de la investigación sugieren que un buen ajuste entre los influencers y los productos promocionados incentiva a los usuarios a buscar información sobre éstos productos, pero no afecta a su intención de interactuar con la cuenta de Instagram de la influencer. No obstante, las reacciones hacia las publicaciones de la influencer difieren dependiendo de si los consumidores son o no seguidores de la influencer y del nivel de implicación con el producto promocionado.

El trabajo muestra la necesidad de gestionar adecuadamente las acciones de marketing en las que participan influencers. Las marcas deben conocer el público al que se dirigen los influencers y su implicación con los productos promocionados, para que la publicación promocionada resulte natural. Por su parte, los influencers deben promocionar los productos de marcas que se ajusten a su propio estilo para así incrementar la interacción del público con sus cuentas.

Este trabajo indica algunas de las características que han de tener las campañas de marketing con influencers cuando su objetivo es estimular comportamientos de los consumidores tales como la interacción con la cuenta y la búsqueda de información sobre el producto.

Trabajo de investigación

It is known that to encourage people to interact (e.g. sharing) with brands through social media, businesses create content in line with the expectations of their target audience. On these sites, however, such interaction by consumers is visible, contributing to their self-presentation, which can be seen by their wider network; some of whom will find it appropriate, others may not. Currently, little is known about the effects of consumers’ own diverse set of audiences on behavioral intention toward brand interaction and emotional effect. The paper aims to discuss these issues.

Survey methodology (n=386) was adopted to examine intention to interact with real brand posts.

Results show that the brand interaction is associated with social anxiety when it is felt that visible evidence of such actions is discrepant from the audience expectations. This, then, constrains the behavioral intention to interact with brands online.

For businesses to maximize brand interactions and minimize social anxiety, they must be mindful of not just the expectations of their target but also consider their target’s own network. For site designers, this research urges for greater refining of privacy tools and suggests the addition of a “Secret Like” option.

Encouraging visible brand interaction through social media is paramount for businesses. Managers focus only on their target audience when designing content but neglect to consider the self-presentational implications of interacting with branded content to wider networks. This paper shows that this must be considered to increase success and maintain ethical practice. This is of value for multiple-stakeholders, managers, users, site designers and academics.

The purpose of this paper is to analyse key drivers of consumer acceptance of short messaging services (SMS) to participate in TV programmes.

The technology acceptance model (TAM) and the theory of planned behaviour (TPB) have been integrated for the determinants of the acceptance of mobile data services incorporating variables regarding consumer‐media interaction (perceived value and affinity). The model has been tested using structural equation modelling.

Perceived value, attitude and affinity towards television (TV) programmes determine SMS acceptance to participate in TV programmes in Spain. In contrast, subjective norm, perceived value and attitude are the key drivers of SMS acceptance in Colombia.

This paper enables mobile companies and TV channels to know what aspects to improve in order to promote SMS‐based TV programmes. Marketers should highlight in their communication strategies user friendliness, usefulness and perceived value of mobile data services. In Colombia, programme stars and presenters should encourage the use of mobile services to interact with TV. Spanish companies should offer reliable and entertaining programme contents to improve consumers' affinity.

Although TAM and TPB have successfully explained behavioural intentions, previous research posits that they should be extended to properly explain mobile services acceptance. This paper combines the influence of perceived value, affinity and the TAM and TPB models to develop an improved model for SMS acceptance. The study also integrates variables for two communication media (TV and mobile) and compares SMS acceptance to participate in TV programmes in two markets with different culture and mobile services penetration rates.

An increasing number of brands are using algorithms to embed brand-related content to targeted consumers’ social media pages. This paper aims to analyze how do consumers’ motives of using social media in general influence their potential brand–consumer interactions and the following branding outcomes. To examine this, this study selected Facebook as the social media platform and Nike as the brand to conduct an online survey experiment to examine the effects of social media usage motives on consumers’ interactions with the brand in social media.

An online survey experiment using Nike’s Facebook page as the stimuli was conducted to analyze the interactions between consumers and a specific brand’s social media page in a natural setting. Data were collected in the USA via Amazon’s Mechanical Turk (MTurk).

This study demonstrated that brand–consumer interactions, both content-consumption and content-contribution intentions, can be fostered by certain motives of using social media: information-seeking and self-identity. This study also suggested that content-consumption behavior has significant associations with consumers’ positive attitudes toward the brand’s social media pages, while content-contribution behavior does not show significant effects.

This study provides new insights about how consumers’ general motives of social media usage influence their intentions to interact with the brand in social media from two levels (i.e. content-consumption and content-contribution).

Learning management systems (LMSs) have been embraced for their potential to create a ubiquitous learning that is free from time and space constraints. Mobile devices afford enhanced mobility that enables flexible learning with LMSs. Thus, understanding students’ use of mobile devices to interact with LMSs and the influencing factors is essential. This paper aims to examine the factors that influenced students’ behavioural intention in using Web-based LMSs via mobile phones and compared the factors with those that affect students’ general acceptance of Web-based LMSs.

This study surveyed 356 university students and interviewed 17 students on the various factors that might affect their LMS adoption. Structural equation modelling was used to analyse the survey data.

This study identified that perceived usefulness, perceived ease of use, social influence and facilitating conditions were significant determinants of students’ usage intention in both contexts. However, social factors exerted greater influence on students’ behavioural intentions of mobile access than the attitudinal factors. The results also pinpointed some sociocultural and tempo-spatial factors that might have minimized the influence of perceived usefulness in the mobile context.

The study calls for special attention to the potential influences of sociocultural norms and tempo-spatial circumstances of mobile use in shaping the nature of learners’ voluntary mobile use of LMSs.

The purpose of this exploratory study is to expand the knowledge of the current literature stream and to attempt to more fully understand the simple but singularly unique aspect of social networking communication that is the Facebook “Like”. To this end, motivations behind liking a brand are explored, as well as the interactions that occur between the company and consumer as a result of this Facebook interaction. Next, we look at differing levels of interaction for liked product and service brands on Facebook. Specifically exploring if there are differences with how Facebook users engage with liked product and service brands.

The authors first engage in an exploratory, qualitative-based research to look at the motivations and consequences associated with liking product and service brands, using a sample of 160 Facebook users. Next, an ANOVA analysis is performed using an online sample of 264 respondents recruited from Amazon Mechanical Turk.

The qualitative analysis reveals differing motivations for liking brands on Facebook and suggests that generating Facebook Likes can indeed have positive, if unacknowledged, outcomes for the firm. Further, while there is no significant difference in perceptions of brand knowledge between product- and service-based brands, there is a significant difference in perceptions of brand connectedness between brand types, with consumers reporting a greater sense of connection to the service brands and higher levels of brand attitude and purchase intention for product-based brands. It is also shown that consumers have a greater intention of reading and liking posts from product-based brands.

This paper explores and attempts to move toward clarification of the gap that exists between “quality” versus “quantity” valuations of a Facebook Like.

As digital spaces for team collaboration, virtual worlds bring considerable verisimilitude to technology-mediated social interaction and change the process of traditional team learning. The purpose of this study is to understand how to promote collaborative learning in virtual worlds by leveraging the power of we-intention to participate in virtual worlds. The authors further use the valence–instrumentality–self-efficacy–trust model (VIST) model as a means of understanding the formation of we-intention to participate in virtual worlds, during which behavioral desire serves a bridging role.

The authors tested the research model using the data gathered from 298 users of a prominent form of virtual world, i.e. massively multiplayer online role-playing games. The authors used the structural equation modeling approach and the partial least squares technique for data analysis.

Results show that the four factors of the VIST model (i.e. valence on team goals, instrumentality of contribution, self-efficacy in team tasks and trust in team members) all positively influence we-intention to participate in virtual worlds through behavioral desire for team actions. We-intention to participate in virtual worlds further exerts a stronger positive effect on collaborative learning in virtual worlds, compared with I-intention to participate in virtual worlds.

This work advances the information systems literature by introducing a relevant and important concept, i.e. we-intention, to explain collaborative learning in virtual worlds. This study especially compared the effect of we-intention and I-intention on collaborative learning in virtual worlds. The results of this work also provide practitioners with insights into the role of we-intention in promoting collective actions in virtual worlds.

In order for financial institutions to cope with increased competitive pressure from the financial technology companies, offering digital services such as a mobile service system (MSS) targeted for high net worth individuals (HNWIs) becomes critical. Despite long-term trustworthy relationships between HNWIs and financial advisors, studies suggest that the formation of initial trust poses a significant challenge. The purpose of this paper is to identify various features related to initial trust antecedents.

The study was conducted using the survey data, and employs variance-based structural equation modeling (SEM) techniques to test hypotheses.

The findings from a closed experiment with 107 participants suggest that compared to more traditional service systems, customers are more prone to the construct of service quality, and specifically professional, prompt, dependable and timely financial advice.

The study validated key constructs that positively influence the initial trust formation process and ultimately the intention to use in an MSS for the financial advisory. The authorts particularly emphasized the rebalancing and monitoring steps in the financial planning process between HNWIs and client advisors.