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Online web searches have played crucial roles in influencing consumers’ purchasing decisions. Web search traffic information enables researchers and practitioners to better understand consumers in terms of their preferences and interests, among other things. The purpose of this paper is to use web search traffic information provided by Google Trends to derive relationships among product brands as well as those between product brands and product attributes to propose a method to enhance the visibility of consumer brand positioning.

This study builds upon the interesting observation that consumers’ behavior in performing simultaneous searches, or searches including two or more keywords, can be converted into data indicating relationships among brands as well as those between brands and their attributes. The study focuses on the cases of hybrid cars and tablet PCs, and applies a social network analysis method to identify these relationships. Time series information on web search traffic is used because it can track these two product groups from the early stages to the present. This step is completed to verify the changes in the status of each brand and in their relationships that occurred in consumers’ minds over time.

Results show that consumers’ web search behaviors reveal the brand positioning and brand-attribute associations in their minds. Specifically, using consumers’ simultaneous search data, the authors derived relationships among brands (brand-brand network) from consumers’ behaviors of searching simultaneously for two brands and the relationships between brands and attributes (brand-product attributes network) from consumers’ behavior of searching simultaneously for a specific brand and certain product attributes.

Theoretically, this study verifies that consumers’ web search traffic information can be used to microscopically identify the positions of individual brands and their relationships in the minds of consumers. Regarding practical applications, this study proposes a method that can be used by companies to track how consumers perceive their brands by performing a simple and cost-effective analysis using the free search traffic information provided by Google.

With the increasing influence of online consumer reviews (OCRs) on a consumer's decision making, online sellers have begun to embed the OCRs in their advertisements (OEAs). This study has the following two research objectives: first, to investigate the effects of two types of (OCRs vs OEAs) on consumers' purchase intention from an informational influence perspective; second, to investigate the effects of OCRs from a credibility perspective.

The data for this study are obtained from a two‐way factorial experimental research design. The factors included are the type of OCRs and the trust level of online shopping malls. In addition, PLS test is used to understand the underlying effects of trust in online shopping malls, credibility of OCRs/OEAs, and consumers' purchase intentions.

The results show that OCRs are more influenced by trust in online shopping malls than OEAs. The greater the perceived credibility of OCRs among potential consumers, the higher is the purchase intention. When the trust in online shopping malls is high, consumers' purchase intentions influenced by OCRs are more favorable than those influenced by OEAs.

This study is an initial consumer endorsement research that uses OCRs to extend the trust transfer theory and extends the interpersonal online trust perspective. For practitioners, this study is useful in determining which type of OCRs is useful for marketing, depending on the trust in online shopping malls. Moreover, the results of this study could aid in the development of an e‐commerce strategy using OCRs.

People can easily track and understand their usage pattern for any content (e.g. movies, games) or service (e.g. card payment, cell phone usage) by using technologies such as the internet and smart phones. When consumers evaluate their past consumption patterns, they may experience two different kinds of regret: content-based or monetary-based. The purpose of this paper is to propose that perceived self-control, defined as the extent to which people believe they can control their usage, plays a moderating role in the tariff-choice process (flatrate vs pay-per-use) for two types of content: vice-based and virtue-based.

Two laboratory experiments were designed to test the hypotheses. There were a total of 200 participants (86 for Experiment 1 and 114 for Experiment 2) who completed the entire experimental process (i.e. stimulus exposure, questionnaire reporting, dependent variable measurement, manipulation of the independent variables, and control checks).

The results of this research provide evidence supporting the role of perceived self-control in tariff preference by showing that preference varies between flat-rate and pay-per-use tariff options. Specifically, virtue-based content users were more likely to prefer the pay-per-use tariff when their perceived self-control was low vs when it was high. In contrast, vice-based content users were more likely to prefer the flat-rate tariff when their perceived self-control was low vs when it was high.

There are three contributions of the present research. First, the authors investigated the effect of content type on tariff preference. Second, the authors suggest that there is a moderating effect of perceived self-control on tariff preference. Third, this study revealed the factors affecting consumers’ perceived self-control.

The purpose of this paper is to investigate the mediating role of silence as a link between punishment, communication opportunities and stress.

The authors conducted a survey among 1,015 highly skilled employees of South Korean companies using a self-administered instrument. In total, 748 questionnaires were received from the 1,015 participants. Of these, 61 questionnaires were incomplete and were discarded; the remaining 687 questionnaires were used in the analysis.

The results revealed that punishment and communication opportunities are significantly associated with silence. Silence showed a positive relationship with stress, and it mediates the relationship between punishment and stress. Meanwhile, findings indicate that silence does not mediate the link between communication opportunities and stress.

This study investigates the unitary construct of silence. Therefore, the authors suggest future researchers examine the other forms of silence such as multidimensional construct of silence that focuses on the motives of individuals to be silent.

The study highlights the importance of establishing organizational ombudsman system, grievance procedures and employee management meetings to mitigate silence behavior. Moreover, the authors recommended management demonstrates their interest in shared information to avoid employee silence.

This study is the first to explore the mediating role of silence on the relationship between punishment and stress.

This paper examines how market orientation and competence of knowledge reinforce the innovation and in turn improve the business performance.

This research applied research design with quantitative approach based on positivism philosophy, that is, research aimed to test the theory and data which is general to produce findings that are special through hypothesis test. This study was supplemented by field studies as a necessary source of data in the form of trends, attitudes, opinions, perceptions of owners, managers or senior employees of SMEs in the textile industry in Bali, related to the variables used in this study.

(1) Market orientation influences business performance, (2) competence of knowledge moderates the influence of market orientation on business performance, (3) innovation moderates the influence of market orientation on business performance.

(1) Novelty of this research is developing the concept of competence of knowledge associated with business performance in which this relationship has not yet been expressed. (2) Building the concept of innovation development of small-scale industry based on the market orientation. (3) Developing the concept of innovative development of small and medium enterprises of textile industry based on competence of knowledge. (4) Investigating the concept of market orientation and competence of knowledge in an integrated and holistic way to strengthen the innovation and business performance of SMEs of the textile industry in Bali.

Despite the number of studies on employee voice much remains unknown regarding the mediating role of employee voice in the link between entrepreneur’s paternalistic leadership style and creativity. Therefore, the purpose of this paper is to examine the influence of authoritarian, benevolent and moral leadership on creativity via employee voice.

The study utilized structured equation modeling to evaluate the data from 387 highly skilled employees in Republic of Korea.

The findings suggested that authoritarian leadership style reduces employee voice which in turn impacts on creativity and moral leadership facilitates creativity via employee voice.

The study is the first to discover the mediating role of employee voice on the association between authoritarian, moral leadership and creativity.

This paper aims to explain how Web 2.0, social connectedness online, has created incredible new business options. This research’s primary goal is to help businesses use these resources more effectively and perform better.

Variance-based structural equation modeling with the ADANCO program was used to examine the data. ADANCO software is used explicitly for variance-based structural equation modeling. To evaluate research models and test hypotheses, partial least square path modeling is used.

Theories encompassing social support and related approaches to “word of mouth” online, electronic purchasing and virtual communities mediated by technological platforms are the foundational frameworks for this research piece. It then produces a statistical model that enables users to predict how social commerce (s-commerce) building blocks, including forums, communities, ratings and reviews and recommendations, assist businesses in introducing innovative strategies to win in the digital markets. The results necessarily focus on trust, an essential component of e-commerce. Reciprocally, the study reverses engineer’s trust through the constructs of this moment mentioned.

The present study describes the scope of empirical testing and validation of this framework and assists practitioners in further strengthening s-commerce strategy, an emerging and essential platform in the e-commerce industry.

Research highlights the dearth of current analysis in such conceptual domains while generating novel research insights aimed at e-commerce and digital business. From the viewpoint of potential and recurring customers who interact with online communities and product offerings, the study captures the essence of human interactions, often known as trade relationships, online.

Social media engagement is widely used by the higher education institutions (HEIs) to improve brand performance through brand image and brand loyalty. This study focusses on the effect of social media engagement on relationship quality and brand performance in the higher education marketing (HEM) context. Social media engagement dimensions comprising social interaction, sharing of information, surveillance and information quantity are tested as antecedents to relationship quality. Relationship quality is examined as antecedents to brand image and brand loyalty.

Data are obtained through survey questionnaire from 410 undergraduate and postgraduate students from six HEIs in Malaysia. Structural equation modelling was applied for data analysis.

The findings of this study reveal that social interaction, sharing of information, surveillance and information quantity have positive effect on relationship quality. Relationship quality has significant positive influence on brand image and brand loyalty, respectively.

The study contributes to the extension of social exchange theory through the development of an integrative framework of social media engagement (exchange) needed for improving relationship quality (relational responses) and brand performance (behavioural outcomes) in the HEM.

The purpose of this paper is to provide a quantitative analysis, in which learning orientation, market orientation, entrepreneurial orientation, and innovativeness function as key success factors in technology‐intensive firms. The authors formulate a structural equation model to examine the relationship among these constructs.

A structural equation model was designed to examine the relationship. To test the model, the authors conducted covariance structural analyses of data collected from 333 venture companies, including innovation companies, in Taiwan.

The central finding is that learning orientation plays a full mediating role in the relationship between market orientation and innovativeness. The results indicate that organizational structure (formalization and decentralization) does not play a moderating role in the relationship between innovativeness and business performance; however, the extent of formalization of an organizational structure negatively correlates with business performance.

Market orientation can strengthen innovativeness via organizational learning. In the high‐tech industry, the market information obtained from customers and competitors helps firms to keep an eye on the market. For better competitive advantages and business performance, firms must have learning capabilities and employees' identity with corporate mission.

The research empirically examines the mediating role of learning orientation and the moderating role of organizational structure in the model. The findings indicate that firms should strengthen their learning orientation and innovativeness, and avoid interfering in the organizational structure to improve business performance.

India’s retail sector is going through a significant transitional period with the internet as a new distribution channel becoming more common. Given the barriers to adoption, the purpose of this paper is to understand the role played by trusting beliefs when engaging with an online retailer. In the Indian market, online vending is expected to increase at a rate of 35 per cent per annum, and by understanding trusting beliefs retailers will be able to develop their market share by developing appropriate and/or innovative strategies.

The work is based on a sample of more than 200 internet customers in India. In understanding the data and the relationships that emerged from the modelling, the authors used a range of tools to analyse the data, including CFA and structural equation modelling. The authors also used descriptive statistics to provide a holistic overview of response profiles.

The study reveals that trusting beliefs are negatively influenced by an uncertainty avoidance culture and positively influenced by a firm’s image and a customer’s price awareness. Moreover, purchase intentions (PIs) are significantly enhanced by trusting beliefs in an online environment. Hence, it leads us to conclude that PIs can be augmented by facilitating and ensuring good quality service by placing special emphasis on timeliness, accuracy and conditions of the order, security and privacy paradigms, aftersales services, etc.

As can be seen, the internet is an emergent tool for retailers in India. By understanding trusting beliefs, retailers will be able to better understand customers’ behaviour and thus design management strategies accordingly. Although this is likely to take more than a decade, as internet retailing becomes embedded it may have a detrimental effect on the historical channel to market, thus altering the country’s retail landscape which is currently dominated by small retailers.

The work’s findings are insightful for those seeking to maximize the opportunities presented by the internet as a channel to market. The works shows how the channel is influenced and thus how it can be managed. In making the contribution the authors provide guidance in terms of operational activity to engage with potential customers.

This paper examines trusting beliefs when using the internet as a channel to market and in doing so it makes a new contribution because it establishes links with culture and other factors. For the research venue the authors use a developing market and therefore the findings are applicable to markets with similar characteristics.