Investigating Antecedents of Behavioral Intentions in Mobile Commerce

ABSTRACT

Despite the importance of mobile commerce (m-commerce) as an emerging channel of communication, marketing, and sales in business, few studies address how consumers decide to use m-commerce. In this study, we develop a conceptual framework for investigating the role of the perceived ease of use, perceived usefulness, and perceived enjoyment in determining consumers' intention to use m-commerce. We also investigate the importance of social influence in determining intention to use m-commerce. We draw on the Technology Acceptance Model (TAM) to develop our theoretical model. The empirical examination of our research model indicates that extrinsic and intrinsic motivations positively impact intention to use m-commerce. The current research model and its results could provide a rigorous basis for understanding consumers' behavior in wireless contexts.     

The effects of influencer type,regulatory focus,and perceived authenticity on consumers' purchase intention

Companies often use influencers to promote their products, and many celebrities have expanded their activities on social media as influencers. In this work, we classified influencers into celebrity and noncelebrity groups and analyzed how they affect consumers' purchase intention. We also analyzed how psychological variables, such as regulatory focus and perceived authenticity affect this process. We conducted three studies with consumers in China, South Korea, and the United States who participated in each between-subjects experiment. The results showed that people have higher purchase intention for products recommended by noncelebrity influencers than those recommended by celebrity influencers. We also found that regulatory focus moderates the relationship between the influencer type and consumers' purchase intention. Purchase intention for products recommended by noncelebrity influencers were stronger among prevention-focused consumers. However, no significant difference in the effect of influencer type was found among promotion-focused consumers. We found that perceived authenticity mediated this moderating effect. The results of this study provide effective marketing strategies and implications for companies when they use influencers as a tool for marketing activities.     

“Take it or leave it?”: Evidence on cultural differences affecting return behaviour for Gen Z

Both culture and age have a direct impact on consumers' shopping behaviour. Similarly, this paper explores consumers’ return behaviour in two different cultural contexts, China and Italy, characterized by low/high individualism vs. high/low collectivism. To this end, the research employs a qualitative approach based on semi-structured interviews collected in May and June 2020 for a sample of Generation Z consumers in China and Italy. Results show differences and similarities affecting consumers' willingness to return in the different stages of effective purchase behaviour. For instance, in the pre-purchase stage, Chinese consumers often show a limited interest in return policies since they usually prefer not to return and repurchase otherwhere the product to maximize their cost-benefit trade-off. In contrast, when retailers adopt return policies, Italian consumers are more interested in feeling protected against the risk of wrong purchases. Instead, both samples are very attentive in return and refund efficiency in the post-purchase stage, which are perceived as two discriminating factors in terms of repurchase from the same retailers.This study offers theoretical and managerial insights towards consumers' return behaviour, offering new directions for future studies.     

Second‐hand clothing consumption: a cross‐cultural comparison between American and Chinese young consumers

There has been an enormous increase in the economic power and global scope of the second‐hand clothing trade since the early 1990s. Young consumers are a major driver behind the growth of the second‐hand clothing industry in the US. While the stigma of buying second‐hand clothing is fading in the western countries, little is known about second‐hand clothing consumption in the Asian countries. The purpose of this study is to empirically investigate young consumers' behaviours towards second‐hand clothing from a cross‐cultural perspective in the US and Chinese contexts. Results of this study indicated significant differences in young consumers' second‐hand clothing consumption behaviour between the two countries in the following aspects: past purchase experience, perceived values and concerns, perceived subjective norm and future purchase intention.     

Understanding the inhibitors to consumer mobile purchasing intentions

Consumers frequently browse online stores via mobile (m-) channels but seldom realize transactions through m-channels. Although this m-purchasing yields an attractive growth opportunity for online retailers, existing research still insufficiently explains m-purchasing (intentions). Hence, this research develops and empirically tests a model of m-purchasing intention. This study's findings suggest that both task-related (e.g., perceived security risk of m-purchasing) and m-channel-related (e.g., perceived security risk of m-channels) factors inhibit consumers' decision to use m-channels for online transactions. Prior experiences with m-purchasing moderate the effect of perceived m-purchasing security risk on m-purchasing intention; the effect is stronger for experienced than for inexperienced consumers.     

Consumers’ Intent: In the Organic Food Market

ABSTRACT

This paper examines the determinants that influence consumers' intention to purchase organic products. Ajzen's theory of planned behaviour (TPB) provides the conceptual framework of the research and the appropriateness of the theory is tested. A survey of 144 consumers was used to determine the beliefs which determine consumers’ intent to purchase organic food. Furthermore, attitudes, subjective norm, and perceived behavioral control were examined to determine whether they affect consumers’ intention to make organic products purchases. The findings offer considerable support for the robustness of the TPB in explaining intention in the sample. In addition, empirical evidence suggest that price, availability of organic products, product information and the subjective opinions of others are important determinants of consumers intent to buy organic products. The results are consistent with previous research.     

The impact of online celebrity in livestreaming E-commerce on purchase intention from the perspective of emotional contagion

The purpose of this study is to investigate (1) if online celebrities can directly emotionally influence consumers, and (2) if the other audiences of the same livestream can indirectly emotionally influence consumers to increase their willingness to buy the products recommended by the online celebrities. Therefore, to understand the reasons for the successes of livestreaming e-commerce. Two studies have been conducted: in Study 1, a questionnaire-based survey has been used for data collection and AMOS version 17.0 software was used to analyze the data of the Structural Equation Modelling (SEM); in Study 2, a web data crawler for data collection was developed using python software, and the collected data were processed by ICTCLAS text splitting tool and analyzed by Stata/MP 13.0 software for the econometric model constructed in this paper. This study found that the performance of online celebrities can stimulate consumers' emotions, and thus enhance consumers' purchase intention regarding the products recommended. This study also found that pleasure, arousal, admiration, and emotional trust can influence purchase behavior for cosmetics and clothing. For food products, only pleasure emotion, arousal emotion and admiration emotion can increase the willingness to purchase such products. For other audiences who watch the same Online celebrity for food products, the pleasure, arousal, and admiration emotions can increase searches for, and purchases of the products recommended. This study identified that online celebrities' performances can emotionally influence consumers' willingness to purchase products recommended by online celebrities directly. In addition, the emotions of audiences watching the online celebrities can indirectly influence consumers' willingness to purchase products recommended by the online celebrities.     

Icing on the cake or gilding the lily? The impact of high-modified model images on purchase intention

Marketers had high expectations for modified model images in E-commerce, however, the social movements against photoshopped models suggested the high-modified model images may be harmful to consumers which leads to a contradictory phenomenon. So far, the link between high-modified model image and consumers' behavior is not clearly understood. Drawing on a selective accessibility model (SAM), this study investigates the influence of high-modified model images on consumers' purchase intention by introducing the concept of misrepresentation and identifying consumer trust as a mediator. Based on five experiments, we demonstrate that over-modified model images decrease consumers’ perceived authenticity referring to “misrepresentation”, and further lower their purchase intention. By comparing the level of misrepresentation, the results suggest that high-modified model images decrease purchase intention. Moreover, this negative relationship between misrepresentation of modified model images and purchase intention is mediated by consumer trust. Hence, this study makes a step toward explaining how high-modified model images impacts the behaviors of consumers, shedding new light on the application of image modification in online advertising.     

A cross-country comparison of online deal popularity effect

The paper examines the effect of online deal popularity for service deals in a cross-country context. A 2 (deal popularity: low vs high) X 2 (culture: collectivist vs individualist) quasi experimental design was used to collect data in Australia and Taiwan to examine the consumer reactions toward deal popularity information of service deals on e-retailing websites. Results show consumers' perceived performance and psychological risk mediate the effect of deal popularity on purchase intention both in the Australian and Taiwanese samples. In addition, consumers' reactions towards online popularity information for online service deals do differ across cultures. While high deal popularity increases the Australian consumers' performance and psychological risk perceptions, which in turn lowers their purchase intention, high deal popularity decreases the Taiwanese consumers’ risk perception and enhances their purchase intention. This paper contributes to the broader fields of retailing and services studies by providing insights for online retailers concerning how deal popularity can be leveraged as a means to reduce perceptions of risk for Taiwanese consumers but with caveats for their Australian counterparts. As a first study that examines the effect of online deal popularity for service deals in a cross-country context, it extends the body of knowledge in a fast-changing domain of consumer behavior e-commerce settings.     

Intangibility and Perceived Risk in Online Environments

Product intangibility increases consumers' perception of risk. Previous research has examined the effects of multiple dimensions of intangibility on the various types of risk and found out that of the three intangibility dimensions, physical intangibility was the least correlated to the consumers' perception of risk in most situations, while mental intangibility and generality had great impact on most of the perceived risk dimensions. Little research so far has been conducted as to the differences between online and offline environments in which risk is perceived. The results from this study with generic vs. branded products in offline vs. online situations show that significant variations in the perception of risk were identified across different purchasing environments. In the online environment concerns of consumers have a significantly stronger impact on the different kinds of risk perceived than generality and mental intangibility. Whereas intangibility has a major impact on risk during the traditional method of shopping, an elevated perception of risk in the online environment is merely triggered by consumer's concerns about their privacy, the security of their purchases and the security of the system through which their transactions are completed.     

To tell or not to tell? The roles of perceived norms and self‐consciousness in understanding consumers' willingness to recommend online secondhand apparel shopping

Secondhand apparel shopping resides in a domain characterized by used goods traditionally associated with financially marginalized consumers. Acknowledging the elusive psychological barriers associated with preowned apparel, this study explores mechanisms that facilitate consumers' willingness to recommend online secondhand apparel shopping. Results from three experimental studies and a cross‐sectional survey of online secondhand shoppers in the United States reveal that hedonic and ethical benefits influence recommendation behavior via perceived norms, whereas economic benefit directly influences consumers' willingness to recommend. Moderated mediation analyses further demonstrate that self‐consciousness alters the strength of the indirect effects, such that consumers with lower self‐consciousness displayed greater willingness to recommend compared to highly self‐conscious consumers. Findings contribute to a greater theoretical understanding of the roles perceived norms and self‐consciousness play in facilitating or inhibiting recommendation behavior in a context that implicitly involves self‐disclosure of one's secondhand purchase behavior. Managerial implications offer insights on salient benefits that can be leveraged to influence word‐of‐mouth recommendation.     

A Research Model for Consumers' Intention of Buying Private Label Frozen Vegetables

This article aims at identifying the factors that affect consumers' intentions of buying private label frozen vegetables, developing a related research model, and testing this model using quantitative data from a consumers' sample in Greece.

The field research was carried out in Athens and the sample comprised 282 consumers. Data analysis was performed using Structural Equation Modeling. The results confirmed that:

• Consumers' intention of buying private-label frozen vegetables is directly affected by consumers' attitudes toward this type of products.

• Consumers' attitudes toward private-label frozen vegetables are directly affected by the perceived benefits and indirectly affected by consumer trust and perceived economic situation.

     

An empirical examination of the effects of design elements of email newsletters on consumers’ email responses and their purchase

In this research, we empirically explore the effects of various design elements of email newsletters on consumers' email responses and their purchases. We capture the consumers' email responses using three metrics, namely email open, email click, and email reopen. We operationalize consumers' purchases as their spending on product items that are featured in email newsletters. Using a novel email marketing database, first, we model the influence of design elements of email newsletter on consumers' email responses at the individual consumer level. The email design elements constitute several email attributes, situational factors, and integrated marketing communication. Second, we quantify the effects of these three email responses, open, click, and reopen, on consumers' purchases. Our empirical results suggest a significant influence of email attributes, situational factors, and marketing communications on consumers' email responses. Furthermore, among open, click, and reopen, we find clicks tend to have the highest impact on consumers’ purchase, followed by email reopening and opening. However, email newsletters with higher opening probability are more effective in influencing purchases than those email newsletters with higher reopening probability. Furthermore, consumers who indulge in all three email responses, namely opening, clicking, and reopening, tend to purchase the most. Results from our study offer several critical insights for email marketing strategy helping managers improving the effectiveness of email campaigns by careful consideration for the design elements of email newsletters.     

Perceived value,transaction cost,and repurchase-intention in online shopping: A relational exchange perspective

This study proposes a framework to understand the impacts of both value-related and transaction cost-related factors on repurchase intention from online shoppers' perspective. In particular, this study defines the construct of cost as a three-component conceptualization (i.e., information searching cost, moral hazard cost, and specific asset investment). Based upon empirical evidence on a survey of 887 online shoppers, this study shows that consumers' perceived value and each cost component are positively related to repurchase intention. Importantly, information searching cost exerts the most significant influence on repurchase intentions among the four relational factors. The result suggests that providing sufficient cues to reduce consumers' information searching cost is the core element of repurchase intention formation. This article closes with theoretical and practical implications.     

Conflicting attitudes and scepticism towards online shopping: the role of experience

Researchers typically study how levels of risk perception about online shopping affect whether and how consumers use the channel to buy products. In this paper, we propose to study how different types of attitudes towards online shopping are formed when consumers consider both the benefit and the risk of using the Internet to do their shopping. We consider the possibility that general types of attitudes are formed when consumers' perception of the risk and the benefit of using online shopping conflict. We pay particular attention to the concept of online shopping scepticism where consumers may fully realize the benefit of using the Internet to do their shopping, but also express a certain level of concern about the risk of using that channel. In the risk literature, researchers have shown that experience and increased exposure to a particular technology usually involves the accumulation of more and better knowledge that in turn may lead to a reduction in the perception of the risks involved. In this research, we also explore the role of experience in the context of consumers' intention to use online shopping. More specifically, we postulate that online shopping experience has a direct effect as well as an indirect effect on the intention to use online shopping. Experience with online shopping directly increases the consumer's intention to use the Internet to buy products but it also reduces the degree of scepticism and risk aversion, and that in turn, also increases the intention to use online shopping.     

Revised CSI and Australian consumers: incorporating ‘innovation’ and ‘automobile purchases’

The first objective of this study was to identify Australian consumers' decision-making styles for automobile purchases. Second, adding an innovation consciousness scale to the original consumer styles inventory (CSI) to assess Australian consumers' car purchase behaviour. Based on a sample of 214 respondents from Australian automobile consumers, exploratory and confirmatory factor analysis was conducted on Sproles and Kendall's (1986) CSI adapted for automobile purchases. As such, the validity of the CSI in the context of high-involvement purchases was tested. The results found that only two factors, ‘brand’ and ‘habitual consciousness’, of the original model were retained and other factors such as ‘investigation process’, ‘information search’, ‘value within budget’ and ‘innovation consciousness’ factors were confirmed for automobile purchase decision-making styles. ‘Innovation consciousness’ was proven to be one of the most reliable and valuable scales for automobile purchase decision-making styles in relation to Australian consumers. The paper also discusses suitable marketing strategies for automobile consumers in Australia. The current research should prove valuable not only to academic researchers but also to automobile companies/managers. The findings will also provide insight into how automobile companies could position themselves with respect to their marketing strategies in Australia.     

Beyond presence: Creating attractive online retailing stores through the cool AR technology

Augmented reality (AR) is increasingly coming into the spotlight for its potential to improve the consumer experience through the creation of presence. This research aims to explore the theoretical mechanisms through which AR-based product presentation influences online store attractiveness and whether the effects differ in the purchasing contexts of hedonic and utilitarian product types. From the perspective of consumers' bidimensional experience, we find that AR increases online store attractiveness by creating perceived coolness (intrinsic attribute) and spatial presence experience (extrinsic attribute), which would further have a positive impact on consumers' purchase intention. The mediating mechanisms are different in purchasing contexts of various product types: for hedonic products, perceived coolness and spatial presence are parallel mediating factors leading to the improvement of online store attractiveness; while for utilitarian products, only the mediation effect of spatial presence presents. Our findings enrich the literature on AR marketing by proposing an insightful mediating force (i.e., perceived coolness) to complement the effect of presence, and explore the different purchasing contexts. We also provide managerial guidance for e-retailers to differentiate AR interface design for diverse product types to apply AR technology effectively.     

To use or not use: Understanding Chinese consumers' intention toward “serving chopsticks”

Serving chopsticks (or “community-use chopsticks”) refers to chopsticks that are used to serve food from a shared dish to an individual's plate, they are used because of concerns about hygiene. This study aims to examine consumers' perceived values toward serving chopsticks and provide an insight into the formation of consumers' intentions to use serving chopsticks. A mixed-method approach was utilized to collect data; interviews were conducted with 62 consumers, followed by a web-based survey with 630 consumers. Qualitative analysis and structural equation modeling analysis were used in the data analysis. Qualitative analysis highlighted four dimensions that contribute to consumers' perceived value of serving chopsticks: functional, altruistic, symbolic, and emotional values. Structural equation modeling analysis illustrated that the more positive values consumers endorse toward serving chopsticks, the stronger they believe not using serving chopsticks has negative consequences. Also, the more they feel responsible for problems caused by not using serving chopsticks, the more they feel personally obliged to use serving chopsticks. Moreover, subjective norm was confirmed as having positive impacts upon consumers' intention to use serving chopsticks. This study contributes to the development of the value-belief-norm theory through exploring the dimensions of the value construct. In addition, the results can assist governments and industry in developing more effective strategies that promote the use of serving chopsticks.     

Augmented reality shopping application usage: The influence of attitude,value, and characteristics of innovation

Consumers' intentions are crucial to the wide usage of augmented reality shopping applications (ARSAs). Combining innovation diffusion, perceived value, and attitude theories, this study proposes a theoretical model that identifies the antecedents of consumers' innovation to use ARSAs and specifies their interrelationships. A total of 379 consumers were surveyed using questionnaires, and the data were analyzed through confirmatory factor analysis and structural equation modeling. Results show that the effects of the perceived relative advantage, perceived compatibility, and perceived observability on consumers' intentions to use ARSAs are mediated by consumers' attitudes toward ARSAs. In addition, attitudes have an indirect impact on consumers' intentions to use ARSAs through perceived value. Theoretically, this study synthesizes behavioral theories anchored on innovation and marketing to explain consumer's use intention. Managerially, this study provides strategic recommendations for technology companies developing ARSAs and retailers wishing to adopt ARSAs.     

Determinants of consumers' repeat online buying of groceries

Abstract

This study developed and empirically tested a model for understanding what factors determine repeat buying behaviour of already experienced online grocery consumers. Data were collected from 198 consumers who currently buy groceries via the Internet. The obtained Lisrel results suggest that consumers' attitude towards online grocery buying is positively affected by perceived offline physical effort and negatively affected by offline shopping enjoyment. Multi group analysis shows that the strength of these relations differed across several consumer characteristics. Also, it was found that a perceived high Internet grocery risk does not form an action barrier for consumers who already have a positive attitude towards online grocery buying. The results also indicate that consumers may hesitate from repeat online buying if they are faced with high online complexity. Implications and future research directions are discussed.