Building user engagement to mhealth apps from a learning perspective: Relationships among functional,emotional and social drivers of user value

Smartphone applications for health-oriented purposes, or mHealth apps (MHAs), represent a growing opportunity to improve efficiency and sustainability in both national health systems and individual citizens' self-management of their health condition. However, little is known about how to build user engagement with MHAs to avoid user dropout and encourage their long-term loyalty and advocacy of MHAs to other users. This paper analyzes how to build user engagement from a learning perspective, strengthening the effort to learn about personal healthcare. Specifically, we investigate how the determinants of MHAs' functional value (technology effort, technology performance, and brand trust) drive the user's hedonic (enjoyment) and social (networking, social image) value. Data is obtained from a sample of 400 current users of MHAs. Our findings show that technology performance mainly enhances the user's networking experience, while technology effort contributes mostly to enjoyment and brand trust is critical to the user's social image. The user's hedonic and social experience benefit user engagement, which ultimately fosters user loyalty and advocacy, thus bolstering the relevance of developing user-centric MHAs. Robustness analysis does not reveal gender, age, income level, or type of MHA impact, although user education moderates the strength of some of these relationships.     

Consumer participation in using online recommendation agents: effects on satisfaction,trust, and purchase intentions

Online product recommendation agents (RAs) are gaining greater strategic importance as a critical touch-point between marketers and consumers. Yet, the role of consumer participation in using RAs has not been examined. This study shows that greater consumer participation in using an RA leads to more satisfaction, greater trust, and higher purchase intentions, related to the RA and its recommendations. In contrast, the financial risk (associated with the product under consideration) reduces satisfaction, trust, and purchase intentions, and it also moderates the effect of consumer participation on these same variables. The findings extend the literature and suggest actionable implications for marketing strategy.     

Beyond the Usefulness of Branded Applications: Insights from Consumer–Brand Engagement and Self‐construal Perspectives

Branded mobile applications (apps) present one of the most promising opportunities for marketers to reach current and potential customers, sell products or services, and facilitate customer engagement with brands. This study aims to explore how branded apps influence consumers’ brand repurchase intention and continuance usage intention. Integrating the utilitarian view from information systems research and the view of consumer–brand engagement from marketing research, a complementary engagement path alongside the utilitarian path was devised and tested in order to elucidate consumer perceptions toward branded apps. Independent self‐construal and interdependent self‐construal moderate relationships along the utilitarian path and engagement path, respectively. Data collected from 637 respondents support most of the proposed hypotheses. Results show that the engagement path has more influence on continuance intention and equal influence on repurchase intention when compared to the utilitarian path. Findings show that apps users have different thoughts along each of the two paths, depending on their self‐construal. The study's findings also provide app designers and marketers with new perspectives on how to better design branded apps.     

Consumers' intentions to remain loyal to online reputation systems

The implications of recent consumer research for information system usage in the e‐marketplace are still poorly understood. However, understanding consumers' intentions to continue to use these systems remains a priority in practical marketing management, as leading marketplaces such as Amazon.com have widely embraced online reputation systems as a useful tactic in online marketing. The re‐ported study proposes an approach that differs from past research on this theme by incorporating Foxall's style/involvement model, which relates innovative behavior to cognitive style and involve‐ment in the product area. Based on a sample of 387 buyers from a top e‐marketplace in Taiwan, the findings indicate that consumers' underlying style/involvement levels significantly shape their continuance use intentions toward online reputation systems. The paper argues that consumers' cognitive styles and involvement levels should be adopted by researchers as major influences on system users' decision making in virtual purchase environments. © 2010 Wiley Periodicals, Inc.     

When Online Visibility Deters Social Interaction: The Case of Digital Gifts

One of the defining features of online social networks is that users' actions are visible to other users. In this paper, we argue that such visibility can have a detrimental effect on users' willingness to exchange digital gifts. Gift giving is an intimate activity that comes with social risk, and the public nature of online environments can deter interactions that usually occur in smaller, more intimate settings. To study the effects of online visibility on the decision to give, we analyze a unique dataset from a large online social network that offers users the option of buying a digital gifting service. We find that purchase rates of the service increased with the number of ties that users kept on the network, but decreased with the extent to which those ties were connected to each other. We argue that the latter effect is due to the fact that, when a user's ties are connected, any gift sent between the user and one tie is visible to their mutual contacts. We explore how characteristics of users' networks moderate the effect of online visibility, and argue that firms should take consumer network structure into account when designing digital products and promoting engagement online.     

Like or want? Gender differences in attitudes toward online shopping in China

While previous studies indicate that female consumers display less trust for online shopping than males do, there is little research to addresses the reasons behind this difference. Our study applies a combination of both self‐report and the Implicit Association Test (IAT) to compare the cognitive and affective components of attitudes in men and women toward online shopping in China. Although female participants showed no significant difference from male participants in affective attitudes toward online shopping in the self‐report condition, females associated online shopping more frequently with unpleasant adjectives and off‐line shopping with pleasant adjectives in the indirect IAT condition. The opposite pattern was found for the male group. This finding indicates a wanting but disliking attitude toward online shopping among the female consumers in China, which provides a unique theoretical contribution to consumer behavior theory and helps to enhance e‐marketers’ market targeting and segmentation effectiveness in China.     

Influence of congruity in store-attribute dimensions and self-image on purchase intentions in online stores of multichannel retailers

Online stores of multichannel retailers continue to lag pure internet retailers with reference to consumers' shopping intentions and sales. This study develops and tests a framework in which (a) trust and attitude (conceptualized as a second-order construct with hedonic and utilitarian dimensions) influence purchase intentions, (b) congruity between the multichannel retailer's land-based and online stores (conceptualized as a second-order constructs made up of seven dimensions: aesthetic appeal, navigation convenience, transaction convenience, atmosphere, service, price orientation, and security) influences trust in and attitude toward the online store, and (c) congruity between consumers' self-image and perceived image of the online store influences trust in and attitude toward the online store. The findings provide robust support for the framework and have strong implications for theory and practice.     

Website quality and users' intention to use digital libraries: Examining users’ attitudes,online co-creation experiences,and eWOM

This research aims to examine how the website quality affects the intention of digital library users to use the website by considering factors of user's attitudes, online co-creation experiences, and electronic word-of-mouth. The statistical population of the research is composed of the users of Astan Qods Razavi digital library, which is one of the oldest digital libraries in Iran. Data was collected from 402 participants who use the library and analyzed in SPSS and PLS softwares. Construct validity was assessed and confirmed using convergent validity and divergent validity. Data reliability was assessed and confirmed using Cronbach's alpha and composite reliability. The research confirms that website quality affects the attitudes of users towards the website and their intention to participate in online co-creation and eWOM. The effects of user's attitudes to the online co-creation experience, eWOM, and intention to use the library, as well as the effects of the online co-creation experience and eWOM on the intention to use the digital library were also confirmed. Considering the results of the research, it is recommended to digital libraries to provide an efficient user-friendly website designed to increase user participation and establish close contact with them and in this way increase their intention to use digital library services.     

Trust,authentic pride,and moral reasoning: a unified framework of relational governance and emotional self‐regulation

This conceptual article introduces behavioral perspectives into the governance arena and undertakes a psychological assessment of managerial decision making in organizations by elaborating on the treatment of trust and (authentic and hubristic) pride in the extant literature. While trust is conceived by governance scholars as a device for monitoring relationships with others, we argue that authentic pride, contrary to hubris, could operate as an attribute of emotional self‐regulation allowing corporate leaders to govern the social behavior of their own self. Contrasting the features of trust and authentic pride, we advance several propositions to capture their relevance and simultaneous importance as viable governance mechanisms in light of a manager's level of cognitive moral reasoning. Our study builds a unified theoretical framework of governance which integrates human agency, psychological states, and moral judgment to foster a deeper understanding of complex self‐regulatory processes that are activated by decision makers in the execution of their roles.     

The intention to click on sponsored ads—A study of the role of prior knowledge and of consumer profile

The activity of e-tailers relies entirely on their ability to attract potential consumers to their websites. This research addresses online consumer reactions toward today’s major online advertising tool that is sponsored ads. It examines the moderating role of prior knowledge. An online survey is conducted on 272 actual Internet users. The results support the moderating role of prior knowledge and suggest that when Internet users are knowledgeable of sponsored links and hold a favorable attitude toward them, the positive impact on click intention is reinforced. The profile of favorable surfers is very close to the one of online shoppers.     

Consumer e-shopping acceptance: Antecedents in a technology acceptance model

This study integrates e-shopping quality, enjoyment, and trust into a technology acceptance model (TAM) to understand consumer acceptance of e-shopping. Online surveys with college students (n = 298) were conducted. E-shopping quality for apparel products consists of four dimensions: web site design, customer service, privacy/security, and atmospheric/experiential. A structural equation model reveals that e-shopping quality determines perceptions of usefulness, trust, and enjoyment, which in turn influence consumers' attitudes toward e-shopping. Consumer perceptions of usefulness and attitude toward e-shopping influence intention to shop online, while perceived ease of use does not influence attitude toward e-shopping. Shopping enjoyment and trust play significant roles in consumers' adoption of e-shopping. This study provides important implications for e-tailers whose web site developers must keep in mind that customers are not only web users with trust/safety and information needs, but also shoppers with service and experiential needs.     

How third‐party certification programs relate to consumer trust in online transactions: An exploratory study

Consumer fears about Internet security and ordering over the Internet can influence online buying behavior, and these fears may be exacerbated by increasing attention to identity theft. A key strategy to increase consumer trust in ordering has been participation in third‐party certification programs. This study presents a model describing the relationship between third‐party identifying logos, trust transfer, and trust buildup and tests the model with data collected by an online survey. The results support hypotheses that perceptions of third‐party logos are related to intensity of seal exposure, importance of trust factors in online shopping, and disposition toward third‐party certification. Also, such perceptions and the current level of consumer trust in general in online shopping are positively related to transfer of trust from certification to online e‐marketers. Prior research found that validating logos does not increase transfer of trust; a post‐hoc analysis revealed that this finding is dependent on type of logo. The findings indicate that Web site certification can reassure potential customers and increase the probability of purchase. © 2008 Wiley Periodicals, Inc.     

What drives customers toward proximity payment services? An integrated theory of planned behavior perspective

Proximity mobile payment (PMP) services facilitate mobile payments between payer and payee who are at same location thorough a proximity technology such as QR codes, Bluetooth, and near-field communication. It has potential to drastically change consumers' payment methods in developing countries where traditional finance infrastructure is lacking. However, there are various challenges to adopting PMP in such countries. This study aims to explore users' opinions on and motivations for using PMP by proposing an extended theory of planned behavior (TPB) model. It also seeks to resolve inconsistencies in PMP adoption studies regarding the role of user's trust in PMP services. A survey instrument was used to collect data from PMP users in a developing country. The data were analyzed using structural equation modeling. This study highlights trust as a mitigator of the negative effect induced by the perceived risk of using PMP services. It also validates that the TPB, coupled with other contextual factors, explains the adoption of PMP services in developing countries.     

Hedonic and utilitarian use of user-generated content on online shopping websites

The Internet has made it possible for consumers to share reviews, opinions, and thoughts about products and services on online shopping websites. This user-generated content (UGC), which can be considered to be part of social commerce, is likely to influence other consumers’ attitudes toward a product and subsequent purchase intentions. The purpose of this study was to investigate two major uses of UGC: hedonic and utilitarian, and how they impact purchase intentions, along with users’ trust for different types of comments and reviews. Also investigated are associations between hedonic use, utilitarian use, and trust, with purchase behavior at online shopping websites. Results of this study will add to the domain knowledge related to marketing and how it impacts consumer psychology and behavior. From a practitioner perspective, marketers need to understand the impact of UGC so they can monitor this method of marketing communication as it can impact trust and purchase intentions.     

Checkout button and online consumer impulse-buying behavior in social commerce: A trust transfer perspective

To enhance social media users' shopping experiences, social media platforms launched an online shopping feature – the checkout button –allowing users to browse new products, examine items via multiple photos and videos, and purchase items without leaving the platform. Yet, few studies have examined the impacts of the ‘checkout button’ on social commerce users' perceptions and impulse-buying behaviors. Thus, this study seeks to investigate the impact of the ‘checkout button’ on consumers' trust and impulse-buying behavior based on the trust transfer theory, as well as how the impact will differ based on social factors and brand familiarity in social commerce. This study provides valuable insights into social commerce. Checkout within Instagram does not facilitate impulse-buying behavior, but brand familiarity and social factors influence consumer trust and impulse-buying intention. This indicates that well-known brands might be more suitable for social commerce. Furthermore, active social interaction is conducive to impulse-buying intentions in social commerce.     

The Psychological Influences of Threat on B2C E-commerce Adoption: An Extended Study and Explanatory Framework

In order to better understand how internet users actually decide to conduct business transactions or related activities in a B2C e-commerce environment, this article adds a new lens of study by investigating the roles of Threat Appraisal (TA) and Perceived Coping Appraisal (PCA) from the end user's perspective. Based on established academic theories and relevant industrial practices, it is suggested that TA and PCA are critical behavioral components influencing the user's intentions to participate in online transactions. These functions serve as important inputs to formalizing our understanding of how services offered by e-commerce websites are utilized.     

Why we watch others' responses to online advertising – investigating users' motivations for viewing user-generated content in the context of online advertising

The study investigates Internet users' motivations for viewing user-generated content (UGC) in the context of online advertising. In addition, it is examined whether individual motivation patterns can be traced back to users' personalities and their attitudes toward advertising in general. An online survey of 181 social media users was conducted, surveying users' motivation, personality (big five), and attitude toward advertising in general. Path analysis was employed to examine the research model. The use of UGC was motivated by needs for information, entertainment, personal identity, and social interaction. While personality did not predict users' motives, their attitudes towards advertising in general explained individual motivation patterns to a large extent. It was consequently proposed and confirmed that users' motives mediate the influence of recipients' general attitude toward advertising on UGC usage. Results indicated a strong effective potential for UGC in online advertising: users view such content expressly to be influenced by others fulfilling their needs for information, personal identity and social interaction. Firms may lose some of their ability to precisely control brand messages when advertising in social media.     

Whose Algorithm Says So: The Relationships Between Type of Firm,Perceptions of Trust and Expertise,and the Acceptance of Financial Robo-Advice

Financial advisors seek to accurately measure individuals' risk preferences and provide sound personalized investment advice. Both advice tasks are increasingly offered through automated online technologies. Little is known, however, about what drives individuals' acceptance of such automated financial advice and, from a consumer point of view, which firms may be best positioned to provide such advice.We generate novel insights on these questions by conducting a real-world empirical study using an interactive automated online tool that employs an innovative computer algorithm to build pension investment profiles, the “Pension Builder,” and a large, representative sample.We focus on the role that two key firm characteristics have on consumer acceptance of pension investment advice generated by computer algorithms running on automated interactive online tools: profit orientation and role in the sales channel.We find that consumers' perceptions of trust and expertise of the firm providing the automated advice are important drivers of advice acceptance (besides a strong impact of the satisfaction with the consumer–online tool interaction), and that these constructs themselves are clearly influenced by the for-profit vs. not-for-profit orientation and the product provider vs. advisor only role in the sales channel of the firm providing the advice.We discuss the implications of our findings for marketers and policy makers and provide suggestions for future research.     

Discovering India's three levels of luxury consumption: An exploratory research to find a conceptual framework

Luxury marketing research has moved from functional product attributes to a ‘democratized’ view in emerging economies. This seems to be based on the development of interactive and digital communications. Luxury research studies have historically focused on the brand's and marketer's perspectives. Thus, little attention has been given to the consumer's view of what we consider to be the individual drivers, i.e., the ‘inner and outer self’ and how that impacts luxury consumption. This paper presents a framework of luxury and self, using concepts such as interdependent or outer, independent or inner, and a new concept of ‘digital self’. These appear as three levels of luxury consumption, i.e., conspicuous, individual, and interactive. The interdependent self is influenced by the external motives and leads to conspicuous luxury behavior. Individual self is affected by internal motives and thus influences individual luxury consumption. Digital self affects the networks of motive and relationships and thereby impacts interactive luxury consumption and behavior.     

Factors predicting attitude toward disclosing personal data online

To test a theoretical model, this study explores the effect of anxiety, trust, personality, and perceived benefits on the disclosure of personal information online. An online survey conducted among participants in the United States (n = 248, age range: 20–82 years) examined attitudes toward disclosing personal data online. Specifically, the study researches the impact of anxiety disclosing personal data, trust (both in the Internet and in institutions), the Big Five personality traits, and four sets of perceived shopping benefits (opportunity, bargain, purchase, and expected privacy benefits) in e-commerce disclosure and their role as antecedents for adoption and use of e-commerce. The study aligns with existing trust literature and corroborates other findings on how perceived purchase benefits impact individuals’ attitudes toward disclosing personal data online. The data suggest that both trust in the Internet and trust in institutions positively influence attitude toward disclosing personal data online. Perceived purchase benefits were also significant positive predictors for attitude toward disclosing personal data online. Furthermore, personality dimensions can affect attitude toward disclosing: the more neurotic a person is, the more negative their attitude is about disclosing personal data online. The study underscores that consumers have a responsibility to educate themselves about online disclosure and marketing practices, and about how to protect their online privacy. Most importantly, fostering trust, reducing anxiety, and promoting benefits are essential to the future of e-commerce. Implications for theory, consumers, marketing practice, and public policy are also discussed.