Modeling behavioral intention to use travel reservation apps: A cross-cultural examination between US and China

We advance literature by developing a conceptual framework and cross-culturally validates it in US and Chinese cultural settings. Specifically, we extend unified theory of acceptance and use of technology (UTAUT) by incorporating user experience (UX) and perceived distrust into original UTAUT framework. The Schwartz's four higher-order value domains are employed as cultural moderators. We test our developed framework in US (n = 522) and China (n = 439) among online travelers. Overall, the framework holds true for both samples. The findings reveal that travelers in two countries show significant cultural differences while using travel reservation apps. Implications for theory and practice are discussed. Finally, we identify areas for future academic contributions.     

A meta‐analysis of the UTAUT model: Eleven years later

The unified theory of acceptance and use of technology (UTAUT) has been widely used to investigate factors influencing the adoption and use of information systems and technologies (IS/IT). However, studies using UTAUT are not conclusive in terms of statistical significance, direction, and magnitude. Through a meta‐analysis of empirical studies on UTAUT from 2003 to 2013, we determine how parsimonious, accurate, and robust UTAUT is at predicting acceptance and use of technology. A meta‐analysis of 74 publications reveals that performance expectancy, effort expectancy, and social influence explain IS/IT adoption, while behavioural intention is the most often measured dependent variable operationalized as a proxy for system use, supporting the strength of UTAUT as an explanatory model of IS/IT acceptance and use. Copyright © 2016 ASAC. Published by John Wiley & Sons, Ltd.     

Consumer acceptance of a revolutionary technology-driven product: The role of adoption in the industrial design development

Understanding how consumers adopt a state of the art product is important for the development and marketing of innovative products. The purpose of this study is to examine factors that affect consumer intentions to use a revolutionary technology-driven product (RTP). The research integrates two innovation adoption models, the Unified Technology Acceptance and Utilization Theory (UTAUT) and the Task-Technology Fit (TTF) model with two antecedents of consumer characteristics: consumer innovativeness and perceived value of a new product. The study examines consumer responses to an unfamiliar product, the TEASER which is a conceptual digital cookbook that offers taste sampling, thereby providing an online food-tasting experience. Consumers who are prone to innovativeness and who perceive value in a RTP’s aesthetics are able to discern the conditions that support their intent to use such a product. The resulting model expands the UTAUT and TTF theories by showing that UTAUT variables mediate between the variables of TTF and adoption intentions. These results support the need for nonlinear industrial development processes involving consumers.     

The role of mobile value and trust as drivers of purchase intentions in m-servicescape

Building on the premises of the unified theory of acceptance and use of technology (UTAUT), this study introduces the concept of mobile servicescape (m-servicescape) and explores the drivers of purchase intentions in the mobile service environment. Data were collected from a sample of 284 service mobile users and analyzed using structural equation modeling. Results show that the dimensions of m-servicescape (i.e., aesthetic appeal, perceived security, and layout and functionality) generate mobile value (i.e., hedonic and utilitarian), which in turn, leads to user purchase intentions. Utilitarian value was found to have a higher effect on purchase intentions than hedonic value and trust was found to enhance this effect. We highlight theoretical contributions and offer managerial insight for mobile marketers and designers on the specificities of consumer behavior in the service mobile environment.     

Which food delivery platforms are winning the restaurant food delivery wars? Analysis from a consumer perspective

The emergence of the COVID-19 pandemic dramatically lowered the foodservice industry's income overnight. Conversely, the practical measure of remaining at home to deal with the pandemic's impact has boosted the online food delivery business. In this study, a consumer perspective was adopted and an adapted version of the extended unified theory of acceptance and use of technology (UTAUT2) was used alongside multi-attribute decision-making methods (DEMATEL, DANP and modified VIKOR) to construct a model for evaluating and selecting a food delivery platform (FDP). The results of the INRM (influential network relation map) revealed that the first dimension to be improved upon and adjusted should be security, followed by effort expectancy, performance expectancy, social influence, facilitating conditions, hedonic motivation and habit. The DANP influential weights suggested that habits were the most important dimension, followed by hedonic motivation, while performance expectancy was the least important. According to the results of the gap analysis, the first dimension that required improvement was performance expectancy, followed by effort expectancy, facilitating conditions, security, social influence, habits and hedonic motivation. It is expected that the findings of this study can serve as a reference for consumers selecting FDPs to better satisfy their dining needs. The novel model is discussed in terms of theoretical, practical and managerial implications.     

Operationalizing Trust,Reliance, and Dependence in Business Relationships: Responding to the Ongoing Naming and Cross-Level Problems

Purpose: This article is to test the proposition that the 3 conceptually related constructs of trust, reliance, and dependence are distinct from each other and to test the proposition that the quality of business relationships can be measured with a formative index incorporating trust and reliance.

Methodology/Approach: The authors' propositions are tested with a survey sample of 221 firms in the U.K. construction industry. Exploratory and confirmatory factor analyses are used to analyze the survey data.

Findings: The independence of the 3 focal constructs of trust, reliance, and dependence is confirmed. The formative index is found suitable for evaluating the level of relationship quality in which reliance carries more significant weight than trust.

Research Implications: The separation of the overall construct of “trust” into trust at interpersonal level and reliance at interorganizational level, as found in this study, overcomes the problem existing in past studies that researchers rarely specify at which level trust operates. The clear conceptual distinction between reliance and dependence as found in this study implies that although both operate at the organizational level, they do not have overlapping boundaries. The finding that reliance is a more important impact factor than trust in constructing the formative index supports the notions that reliance is a necessary and sufficient condition for developing sustainable business relationships, and trust is an insufficient condition to sustain an ongoing business relationship.

Practical Implications: Reliance sets the keynote of the business relationship. In contrast, trust as the interpersonal variable only acts as the facilitator to create a favorable social environment. Nevertheless, both trust and reliance have a significant and positive weight in the relationship quality index formed. This means that a business relationship with high levels of both trust and reliance is particularly resilient and stable and is the most successful and desirable one which is frequently oriented toward the long run.

Originality/Value/Contribution: The confirmation of the difference between trust and reliance makes an important contribution to the study of trust in business to business marketing by showing that what has traditionally been treated as theoverall construct of trust can and should be regarded as being made up of two separate constructs: interpersonal trust and interorganizational reliance. The difference between reliance and dependence as an additional finding makes another important contribution by providing conceptual clarity of the two constructs and confirming that there is no overlapping boundary between them. The formative index and the relative importance of its components are another important contribution of this study.     

移动旅游App服务评价体系研究

为了科学评估移动旅游应用服务评价的基本框架,准确构建影响人们使用移动旅游App服务各影响因素之间的逻辑结构,文章基于UTAUT模型的基础上,提出研究的模型框架,建立相应的测量指标体系。以采集的服务满意度调查数据为基础,为进行结构方程模型的验证分析奠定基础,并为评价移动旅游App服务评价体系提供参考意见。     

For one or many? Tie strength and the impact of broadcasted vs. narrowcasted advice

Consumers’ and marketers’ growing reliance on digital and social media has significantly influenced the nature of communications. Importantly, new communication mediums have made it easier for communicators to provide recommendations to a single individual (i.e., a one-to-one communication known as narrowcasting) as well as to large numbers of individuals (i.e., a one-to-many communication known as broadcasting). The current research assesses the impact of advice scope (either narrowcasted or broadcasted advice) on consumers’ likelihood of taking advice. Across two experiments, we demonstrate that the acceptance of broadcasted or narrowcasted advice is dependent upon tie strength between the advisor and the advisee. Furthermore, we highlight the role of psychological reactance in consumers’ response to narrowcasted and broadcasted advice. Our results extend prior research on consumer advice utilization and identify situations where broadcasted advice may be more persuasive than narrowcasted advice.     

Online shopping adoption during COVID-19 and social isolation: Extending the UTAUT model with herd behavior

The COVID-19 pandemic has created a new reality for consumers all around the globe. To cope, users of digital technologies have faced the necessity of adopting and using specific technologies practically overnight. They are doing this under the condition of social isolation, all while facing the fear of catching the disease. The purpose of the paper is to study the way unexpected circumstances cause disruptions in existing theoretical models and their implications for the post-COVID-19 era. Therefore, the paper examines the unified theory of acceptance and use of technology (UTAUT) model under the circumstances of the COVID-19 pandemic and social isolation, and it identifies herd behavior as a possible new mechanism affecting behavioral intention under these unique decision-making circumstances. Behavioral intention toward online shopping was analyzed using data from 420 individuals aged 60 and older who present an increasingly important potential market for electronic commerce and who are particularly affected by COVID-19. The main results show that performance expectancy still has the most important influence on behavioral intention, whereas the impact of social influence was not supported under these conditions. Rather, herd behavior was identified as particularly influential for behavioral intention. Based on the study results, the option to reconsider the social influence factor in the UTAUT model and its possible complementary mechanisms are discussed.     

Determinants of consumers’ intentions to use smartphones apps for flight ticket bookings

This study examines customers’ adoption and acceptance of smartphone apps to book their flight tickets. By integrating customers’ innovativeness, involvement and perceived trust as additional variables, this study extends the Unified Theory of Acceptance and Use of Technology (UTAUT) and proposes a theoretical model that includes seven explanatory variables of the customers’ behavioural intentions: performance expectancy, effort expectancy, social influence, facilitating conditions, customers’ innovativeness, customers’ involvement and perceived trust. Data were collected from 369 customers who had booked their flight tickets via smartphone apps and was further analysed by employing partial least squares (PLS). Findings suggest that performance expectancy, facilitating conditions, customer innovativeness and perceived trust are positive and significant determinants of customers’ intentions to book their flight tickets on smartphone apps. Accordingly, several important implications for academics and industry decision makers are formulated.     

Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery

Self-service parcel delivery service has been favored by E-commerce retailers as an effective solution to the “last-mile” delivery, and consumers' adoption behavior is the key point to apply this emerging technology. The aim of the present study is to empirically test the influence of psychological factors on online consumers’ behavioral intention to adopt it. An extended UTAUT model is developed and 525 structured questionnaires were collected. Empirical results demonstrate that performance expectancy, effort expectancy, social influence and facilitating conditions are positive determinants, while perceived risk was negatively factor to behavioral intention. The difference in the behavioral intention among demographic groups was examined as it might provide an opportunity for developing a new strategy to promote the application of self-service parcel delivery service for last-mile delivery.     

Ethical Beliefs of Chinese Consumers in Hong Kong

In recent years, there has been increased awareness of unethical consumer practices in Asian countries. Asian consumers have gained a bad reputation for buying counterfeit products, such as computer software, fashion clothing and watches. In 1993, the estimated losses to US software companies due to Chinese counterfeiting stood at US $322 million (Kohut, 1994). The present study uses a consumer ethics scale developed by Muncy and Vitell (1992) to investigate consumers' ethical judgments from a Chinese perspective. The result shows that consumers in different cultures utilize similar rules to assess the ethicality of a given situation. However, findings also show certain cultural elements that are unique in influencing Chinese consumers' ethical judgments. The results also indicate the need for the continued development of and investment in consumer education in Asia.     

Materialism and conspicuous consumption in China: a cross‐cultural examination

With the growing rise in consumer spending and economic power in Asian societies, it is increasingly important to explore the implications of these developments on consumer culture. This cross‐cultural study first discusses the rise of materialism and conspicuous consumption in post‐revolution China then examines differences in these phenomena between young adult consumers, aged 18–35, living in urban China and the United States. Utilizing survey data from over 600 respondents, significant differences were found in both materialism and conspicuous consumption, with Chinese young adults scoring higher in both variables. The findings show, that compared with past comparative studies, it appears both materialism and conspicuous consumption are on the rise among urban Chinese consumers.     

Hierarchical trait predictors of healthy diet: a comparison between US and Chinese young consumers

The purpose of this study was to examine the hierarchical trait predictors of health diet among 541 US and Chinese college‐aged consumers. A path model was first tested among the combined US and Chinese sample, then separately among US and Chinese samples. Five‐factor personality traits were found to influence the healthy diet through the mediations of health motivation (as an internal motive) and body shape concern (as an external motive). Conscientiousness was found to be a consistent predictor of health motivation and healthy diet among both US and Chinese college students. Unlike the previous findings, openness to experience was not found to be a significant predictor of healthy diet among the US sample, although it was still a significant predictor among the Chinese sample.     

A cross‐cultural comparison of consumer vanity in the People's Republic of China,South Korea and Thailand: an exploratory study

In response to calls regarding the applicability of marketing scales in other cultures, the current study re‐examined the psychometric properties and measurement equivalence of the consumer vanity scale. The sample consisted of 723 undergraduate participants from China, South Korea and Thailand. Results revealed that the 21‐item, four‐factor (physical concern, physical view, achievement concern and achievement view) model of consumer vanity exhibited a satisfactory condition of psychometric properties across three samples. Multigroup analysis also revealed that the consumer vanity scales have partial factorial invariance. More specifically, the results as related to latent means comparison revealed that there are differences and similarities between the four dimensions of consumer vanity among Chinese, South Korean and Thai participants. Implications and future research directions are discussed.     

Do Cultural and Generational Cohorts Matter to Ideologies and Consumer Ethics? A Comparative Study of Australians,Indonesians, and Indonesian Migrants in Australia

We explore the notion that culture influences people’s values, and their subsequent ideologies and ethical behaviors. We present the idea that culture itself changes with time, and explore the influence of culture and generational markers on consumer ethics by examining differences in these ethical dimensions between Australians, Indonesians, and Indonesian Migrants in Australia, as well as differences between Generation X versus Generations Y and Z. The present study addresses the need to investigate the role that culture plays in consumer ethics, and the interaction between culture and generational attitudes in determining consumer ethics. Results established a distinct multiculturality in our three cultural samples, including a generational cohort differences. This suggests that culture and generational markers influence ethical beliefs, ideologies, and consumer ethics. It further indicates that Indonesian Migrants have acculturated to Australian society both in terms of their values and consumer behaviors, illustrating a crossvergence effect; scores indicate that these Migrants have the highest cultural intelligence among our samples. Implications of the findings for consumer ethics theory and practice are considered and future directions identified.     

Consumer ethnocentricity and preferences for wool products by country of origin and manufacture

Labelling on apparel products usually focuses on the country where manufacturing takes place, rather than where the raw materials were obtained. A choice experiment of consumers in three southern US states was conducted to determine preferences and marginal willingness to pay (mWTP) for wool blend sweaters based on fibre origin and country of manufacture. Fibre origin choices were Australia, US and US State, with the latter to investigate consumer interest in local over simply domestic. Manufacturing had two possibilities, US and China. Survey questions were used to determine an average consumer ethnocentric tendency (CET) score for each consumer, and a median split was used to place each into a High or Low CET group. Nested logit models were analysed for both groups, and mWTP estimates were computed from the coefficients. Both CET groups were willing to pay significant premiums for State‐produced wool over US wool, and for US wool over Australian wool. However, the Low CET group exhibited lower premiums for fibre origins than their High CET counterparts. Ethnocentric consumers, unlike Low CET consumers, were additionally willing to pay significant premiums for wool blend sweaters knitted in the US vs. those knitted in China. Results suggest that labelling fibre by State or by US origin may allow producers to obtain substantial premiums for their apparel products. Promotion of domestic manufacturing though may only be effective for a smaller set of consumers.     

Consumer knowledge and its consequences: an international comparison

By far the theories of consumer knowledge are mainly estimated in the western countries. It is important and necessary to assess theory generalizability and model equivalence across different culture contexts. This paper intends to gain a preliminary understanding of the relationship between two consumer knowledge components and four product‐related task performances, with a focus on the influences of two psycho‐linguistic differences in cognition. Based on the results of our empirically multi‐group comparison of Chinese and French wine consumers, we find that consumer knowledge is a multidimensional construct in both cultural contexts. It appears that psycho‐linguistic differences largely affect the consumption task performance. Consequently different consumer knowledge components play different roles in consumption tasks and lead wine consumers to employ dissimilar information processing strategies in various cultural contexts.     

An empirical study on Chinese adolescents' fashion involvement

Chinese adolescents are growing up with China's rapid economic growth and they represent the up and coming group of China's fashionistas. The aim of this study is to assess the effectiveness of consumer socialization on Chinese adolescents' fashion involvement. Using the data collected from 169 Chinese adolescents, the research provides empirical results about the impacts of different consumer socialization agents on Chinese adolescents' fashion involvement. The study results reveal the positive and significant impacts of fashion magazines, fashion websites and peers on Chinese adolescents' fashion involvement, but a negative and significant impact of Internet on adolescents' fashion involvement. In addition, parents and TV were found to have no significant impact on Chinese adolescents' fashion involvement. Such empirical research not only deepens our understanding of the nature and strength of the relationships between the consumer socialization agents and Chinese adolescents' fashion consumer behaviour, but also makes a meaningful contribution to improving the consumer socialization framework. We believe these findings will be useful to update current consumer socialization frameworks and make it more relevant and useful for studying the new generation of consumers in the emerging market context.     

Biotechnology in the agricultural sector: a challenge to consumer welfare

The promises and pitfalls of agricultural biotechnology have long been debated. The public is often thwarted because consumers frequently perceive as risky, and therefore undesirable, those advances that they do not understand or of which they are unaware. A comparative study of the introduction of a biotechnology innovation in the United States (US) and in the European Union (EU) is a case in point. In the US, despite concerns of consumer protection and environmental groups that the use of genetically produced growth hormone in milk‐producing cows will adversely impact the safety of the milk supply, scientific evidence and governmental findings appear to indicate that milk from treated cows is identical in quality, taste and nutritional value to milk from untreated cows. Experience to date in the US demonstrates some consumer resistance to milk from those cows that have received the growth hormone, which typically leads to a 10% increase in milk production. In fact, if there is no perceived differentiation between the two forms of milk, the issue offers little choice to consumers at large, and may result in economic benefit only to selected dairy farmers, as well as the producers of the genetically produced growth hormone. This situation in the US is an example of dysfunctional technology transfer, with perceived desirable benefits to a few, and perceived undesirable benefits to society‐at‐large. The information suggests that the US may have reacted hastily in approving the use of bovine growth hormone in milk‐producing cows. The EU has taken a divergent approach by enacting moratoriums against its use. The differences identified in this study, contrasting responses to the bovine somatotrophin issue in the US and EU – driven in part by general consumer attitudes towards biotechnology – may provide insights into the issues and challenges that will be faced by both advocates and opponents of global proliferation of certain advances in biotechnology.