How social distance affects the intention and behavior of collaborative consumption: A study based on online car-hailing service

In recent years, advances in mobile communications technology have enabled collaborative consumption or product sharing between consumers on a large scale. Unlike traditional consumption, collaborative consumption is based on collaboration among individuals, so that the decision-making mechanisms of individual consumers may be different from those in traditional consumption scenarios. The current study focuses on how the social distance between consumers and drivers affects collaborative consumption intention in the case of online car-hailing services. In this study, the theory of planned behavior (TPB) is used as the foundational framework, and we innovatively add the concept of social distance to the TPB to form a new, and integrated model. We test the model based on data collected from 315 online car-hailing users. The results shows that behavioral attitudes, subjective norms, and perceived behavioral control, positively influence collaborative consumption intention and behavior. More interestingly, we find that social distance has both direct and indirect impacts on collaborative consumption intention: The greater the social distance, the lower the collaborative consumption intention. Moreover, social distance also moderates the influence of subjective norms and perceived behavioral control on collaborative consumption intention. To be specific, the influence of subjective norms and perceived behavioral control on collaborative consumption intention is weakened when consumers perceive less social distance. The results suggest that the integrated model has a stronger explanatory power on collaborative consumption behavior. This study enhances the traditional TPB model and offers insight into promoting collaborative consumption in the context of the sharing economy.     

The Eureka moment in understanding luxury brand purchases! A non-linear fsQCA-ANN approach

Although substantial research has been conducted to understand the luxury brand consumption at a global level, especially in the Western market, far less attention has been dedicated to the identification of factors driving such purchases in the Asia-Pacific region. This gap is addressed in the present study, which draws upon the extended theory of planned behavior (TPB) and complexity theory (CT) to identify the non-linear causal pathways pertaining to Chinese consumers’ luxury brand purchase intention. An online survey was conducted with a sample of Chinese consumers to gather data related to their attitudes, subjective norms, perceived behavioral control, self-congruity, power distance beliefs, and gender. An asymmetrical-based approach was adopted by combining fuzzy-set qualitative comparative analysis (fsQCA) with artificial neural network (ANN) analysis. The fsQCA results showed that there are seven solutions (i.e., various combinations of causal antecedents) that can facilitate the formation of luxury brand purchase intention, four of which are gender-specific. After completing the fsQCA, the ANN analysis was conducted to rank the causal conditions in terms of their importance, indicating that attitude and subjective norms are the most relevant antecedents. The present study contributes to the existing luxury branding literature by reevaluating and extending the well-established TPB with new variables and new research lens (i.e., asymmetric thinking). More specifically, this study represents the pioneering effort to apply set theoretic approach in understanding luxury goods consumption, thereby yielding more insightful results that reflect the complexity of reality, and thus advance the findings yielded by past studies that relied on variance-based methods.     

Chinese dietary culture influences consumers' intention to use imported soy‐based dietary supplements: an application of the theory of planned behaviour

The over‐saturated dietary supplement (DS) market in developed countries such as the US spurs the need for foreign market expansion, and the Chinese market provides a great potential for the foreign soy‐based DS industry. This study examined Chinese consumers' intention to use imported (US‐made US‐brand) soy‐based DS based on the Theory of Planned Behavior (TPB). Two alternative models were also examined in which Chinese dietary culture variables, including soyfoods favourability and dining‐out sociability, as well as their interactions with attitudes, were integrated into the TPB model. A cross‐sectional, self‐administered survey was conducted with a sample of 215 subjects (137 females; 78 males) in Shanghai, China. The TPB variables attitude, subjective norm, perceived behaviour control and behavioural intention, as well as the Chinese dietary culture variables: soyfoods favourability and dine‐out sociability were measured. Multiple linear regressions were used to analyze the three models. The statistical results indicated that all three models were statistically significant to predict intention (Model 1: R² = 0.473, P < 0.001; Model 2: R² = 0.505, P < 0.001; Model 3: R² = 0.525, P < 0.001). The results also showed that attitude, perceived behavioural control, and dine‐out sociability were significant (positive) determinants of intention. Soyfoods favourability acted a significant (negative) moderator of the relationship between attitude and intention. Subjective norm had no significant impact on intention. In conclusion, the TPB model was useful to predict Chinese consumers' intention to use imported soy‐based DS, but not all the TPB components weighed significantly in exploring DS consumption in China. The selected Chinese dietary culture variables were much more important predictors than subjective norm. This study makes a significant contribution in the application of the TPB model and in market strategy development for imported dietary supplements in China.     

Investigating the factors influencing small online vendors’ intention to continue engaging in social commerce

ABSTRACT

This study investigates the variables that determine small online vendors’ intentions to continue engaging in social commerce. Based on the theory of planned behavior (TPB) and social exchange theory (SET), eight hypotheses were developed to (1) identify the antecedents that influence small online vendors’ attitudes toward social commerce, subjective norms, and perceived behavioral control; and (2) examine the causal relationships among the variables with respect for continuous usage intention. A questionnaire survey was used to collect data on a sample of 166 small online vendor managers and employees. Partial least squares (PLS) was used to validate the proposed model. The findings show that social exchange factors (perceived benefits and commitment) significantly affect small vendors’ attitudes toward social commerce. The results further confirm the validity of TPB, i.e., attitude and perceived behavioral control have significant impacts on continuous usage intention in relation to social commerce. The findings of this study provide important insights into the antecedents of attitude for academics and practitioners, application of social computing in commerce for engaging in service innovation, and have the potential to contribute to the development of effective online marketing strategies.     

平台经济视阈下社会责任消费行为意向驱动因素研究

平台经济的快速发展使得平台型社会责任消费问题日益被关注。立足平台经济情境下社会责任消费行为的“利他”属性，基于弱关系理论和消费者—企业认同理论，从社会互动视角对计划行为理论进行重塑,在问卷调查基础上通过统计分析方法研究社会责任消费行为意向驱动因素。实证显示：行为态度、社会规范、感知行为控制及平台企业社会责任认同对社会责任消费行为意向的生态消费、善因消费和诚信消费三个维度均有不同程度的正向影响，其中社会规范是最大的影响变量；行为态度在社会规范、感知行为控制、平台企业社会责任认同与社会责任消费行为意向之间起中介作用。修正后的计划行为理论实现了个人与社会、理性逻辑和情感逻辑的有机统一，能对平台经济视阈下社会责任消费行为意向进行有效的解释与预测,从而为平台社会责任生态化治理提供一定启示。     

Extending the Theory of Planned Behavior to examine the role of anticipated negative emotions on channel intention: The case of an embarrassing product

The Theory of Planned Behavior (TPB) is successful in predicting consumer intentions for a wide variety of products and behaviors. However, little is known about how effective the TPB is when the behavior under study is embarrassing. To this end, this paper extends the TPB to create a conceptual model to examine the role of anticipated negative emotions on channel intention. An empirical study was conducted whereby the model was tested using survey data on the purchase of Regaine (a hair loss product that is embarrassing to buy) in Boots (a well-known UK multichannel drugstore). The embarrassing nature of Regaine created differences in the importance that emotions played when consumers intend to purchase using face-to-face channels (such as the physical drugstore) as against multichannel options or the internet. The results were analyzed using partial least squares structural equation modelling (PLS-SEM). The effectiveness of the TPB was improved. The variance explained (R² to intention) was 0.44% for the total sample, 49% for the drugstore, 58.4% for the internet, and 42.5% for multichannel.     

Halal Purchase Intention Among the Singaporean Muslim Minority

Muslim consumers’ awareness toward halal foods and products has been increasing. The halal concept becomes consumers’ vital concern as it covers wide areas of consumption, though one might perceive it as only a food-related issue. Given this background, this article aims to investigate the factors that influence consumers’ intention to purchase halal-certified foods and products. By using Ajzen’s theory of planned behavior (TPB) as a theoretical framework, this research employed a quantitative survey with a sample of 332 Muslim consumers living in Singapore to examine Singaporean Muslim preferences in purchasing halal foods and products. Data gathered from the survey were then explored and analyzed. Multiple regression analysis results indicate that all TPB variables have a positive and significant influence on the intention to purchase halal-certified products among the Muslim minority in Singapore.     

Socially responsible consumption in Russia: Testing the theory of planned behavior and the moderating role of trust

This paper adopts a multilevel approach to explore how socially responsible consumer behavior (SRCB) is shaped by a combination of micro‐level psychological drivers and specifics of the institutional context in which the behavior is performed. The model first applies the theory of planned behavior (TPB) to test the effects of TPB‐based behavioral predictors on the SRCB. Broad‐scope trust in business (BST) is then applied to the model as a variable that characterizes quality of an informal institutional environment, hypothesizing that BST moderates the relationship between TPB‐based behavioral antecedents and SRCB. The paper is based on a survey of 466 Russian consumers. Data were collected by self‐administered questionnaires completed by students and alumni of a large public university in Moscow. Results show that BST moderates the effects of TPB‐based predictors on SRCB. This implies that consumers who believe that the business is overall trustworthy are more likely to take company’s corporate social responsibility (CSR) into account when making purchasing decisions. This study contributes to the multilevel research on SRCB and CSR and adds to the literature on public trust in business as a nascent area of study. Its findings are especially relevant for companies operating in low‐trust environments, including postsocialist economies.     

Driving factors of post adoption behavior in mobile data services

Although research interest in post adoption behavior of ICT (Information and Communication Technology) users increases from year to year, few studies examine how motivational factors and service type influence post adoption behavior. This study investigates the antecedents of post adoption behavior in the Mobile Data Services (MDS) domain. The study conducted a nationwide online survey in Korea to verify the proposed research model that includes motivational factors and service type. Two extrinsic motivation factors (post usefulness and post monetary value) and two intrinsic motivation factors (post ease of use and post enjoyment) are the main components of the motivational factors. The results of the study reveal that the motivational factors and service type influence the post adopter type in the MDS context. The findings of this study help provide guidelines for MDS providers to select a target market and to devise a strategy that meets the stated objectives of the selected market.     

Research on the influencing factors of consumers’ green purchase behavior in the post-pandemic era

The severe impact of the COVID-19 pandemic on the world has caused consumers to think about environmental issues. Although green products are very important to environmental sustainability, the factors that influence consumers' purchase behavior of green products is unclear. This study aims to explore the impact mechanism of social media marketing on consumers' green product purchase behavior in the post-pandemic era. Based on the theory of planned behavior (TPB), this study constructs an extended TPB model to understand the influencing factors of Chinese consumers' green product purchase behavior in the post-pandemic era. The empirical results of 489 questionnaires show that social media marketing, product knowledge and crisis awareness have a direct or indirect positive influence on purchase intentions. Perceived behavioral control and intentions have positive effects on behavior. The attribution of responsibility facilitates the relationship between intentions and behaviors. The results have important implications for enterprises’ sustainability strategies and provide a framework for investigating green buying behaviors in Chinese culture in the post-pandemic era.     

Toward a Comprehensive Framework of Study Abroad Intentions and Behaviors

Increased activity by U.S. students to study abroad has invited several studies that have investigated the reasons for U.S. students to study abroad. Literature in the context of study abroad choices has been fragmented, with each study presenting an ad-hoc set of factors the author/s deem as important or that have been shown to be important in previous literature. However, no study to date has attempted to identify a theoretical framework that explains why these factors should be important in explaining the intention to participate in a study abroad program. In this study, we use the theoretical background of the Theory of Planned Behavior (TPB) and trait theory to unify the existing body of literature and arrive at a model that predicts study abroad intentions. We test this model by means of a survey administered in a U.S. university.     

Cognitive,Emotional, and Sociocultural Processes in Consumption

This article examines deliberative, emotional, and sociocultural processes in consumption. The authors draw upon basic processes from two leading theories in social psychology, the theory of planned behavior (TPB) and the model of goal‐directed behavior (MGB), to develop a comprehensive approach to decision making more appropriate for many consumption decisions, and revise the representation and modeling of key variables to better reflect how social psychological processes relate to consumer behavior. A survey was conducted among real adult consumers of bacalhau in Portugal. Because it is most common for women to prepare bacalhau meals in Portugal, 153 female participants were recruited for this survey. The results show that the TPB, and especially the MGB, are found to explain food consumption decisions well but only after the approaches are modified in form and content to accommodate the complex emotional and social aspects of the consumption context. The results also show that the effects of key determinants of desire in the MGB are contingent on the traits of food involvement and cultural orientation (i.e., degree of vertical individualism). The approach taken herein overcomes limitations of existing theories by synthesizing relevant processes across two leading theories and by introducing new variables and processes, thereby showing that the organization of these processes and their contingency on cultural variables regulate consumption.     

代际划分视角下矿工不安全行为研究

本文在计划行为理论(TPB)和健康行动过程取向理论(HAPA)的基础上构建矿工不安全行为整合理论模型, 从代际的视角探讨新生代矿工不安全行为产生的特点. 通过对468名矿工不安全行为的问卷调查发现, 与其他矿工群体相比, 新生代矿工在不安全行为产生路径上存在显著差异; 新生代矿工不安全行为态度对行为意向的影响较低, 应对计划的中介效应较低; 不安全行为的风险知觉和主观规范能直接影响新生代矿工不安全行为意向.     

Predicting green product consumption using theory of planned behavior and reasoned action

The extended Theory of Planned Behavior (TPB) incorporates environmental concern, a critical variable in green marketing literature, intending to achieve triple bottom line (TBL). In this context, this study aims to validate TPB and its extended form (mediating role of TPB variables), as well as the Theory of Reasoned Action (TRA), to predict Indian consumers’ green product purchase intention. We collected primary data from 521 respondents as input, establishing validity through confirmatory factor analysis (CFA). Our empirical results of structural equation modeling (SEM) show that extended TPB has higher predictability than TPB and TRA in green marketing settings. Consumer attitude and perceived behavioral control significantly predicts purchase intention whereas subjective norm does not. Our findings also suggest that TPB mediates the relationship between environmental concern and green products purchase intention. An additional construct in the new model considerably contributes to improving the understanding of green products purchase intention formation and could become a sustainable mainstream variable.     

Value Creation in the Mobile Market

In recent years competitive pressure in mobile markets has increased remarkably. New business models and thus new actors have entered the market. This contribution analyzes the reconfiguration of value structures and strategies in mobile markets. For this purpose, mobile network operators’ service portfolio is analyzed on the basis of a worldwide survey, and the relevant current and future value creation activities are identified with consideration of additional actors and influence factors. On that basis, roles are developed, linked with regard to value flows and combined to a reference model for the mobile market value net. Subsequently, scenario planning is used to develop a set of criteria for the construction of corresponding future scenarios and the application of the reference model is demonstrated with such a scenario.     

Following brands on Twitter: an extension of theory of planned behavior

Due to its immediacy and efficiency, Twitter has recently emerged as a form of marketing communication tool that offers unique advantages for two-way communication between marketers and consumers. This study examines brand-following behavior on Twitter using the Ajzen's model of theory of planned behavior (TPB). Results show that attitude toward brand following, subjective norm, perceived behavioral control, and brand attachment are positively associated with intention to follow brands on Twitter. Consumers’ intention to create (i.e., intention to tweet at brands) and disseminate (i.e., intention to retweet the links of brands) brand-related information, as well as purchase intention, are the outcomes of intention to follow brands on Twitter. Overall findings suggest that TPB model can be used to predict Twitter users’ brand-following behavior. More importantly, our finding that brand attachment drives consumer intention to follow brands on Twitter extends the TPB framework. This study provides both theoretical and managerial implications.     

A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment

Mobile devices and social media have led to a profound revolution of modern society, obliging many companies to reorient their sales systems towards more successful commercial formats (mobile commerce and social commerce). The mobile payment, for instance, as an emerging and supplementary service to these new commercial formats, is now undergoing the adoption process. Mobile payment has long been discussed, but it has not yet reached the usage levels expected by the different mass market players (financial institutions, telephone operators, etc.) in Western societies. The purpose of this paper is to analyze users’ acceptance of mobile payment systems on social networks. In order to explain acceptance, we have integrated trust and perceived risk into the traditional TAM model. To complete this study, we have established the decisive factors of this payment system by analyzing user’s gender, age and experience level. The study was conducted through an online survey among a national panel composed by 2.012 social network users. The results of this research support previous studies and provide alternatives for companies to consolidate this new business model by means of the new technical developments.