The impact of blockchain technology on the online purchase behavior of green agricultural products

The purpose of this study is to identify and investigate the types of trust and their impact mechanisms in the application of blockchain technology for green agricultural products. A mixed research approach was used in this study. First, qualitative in-depth interviews with consumers were conducted to identify the technological path (blockchain technology), and the information disclosure path (environmental information of green agricultural products) that affect consumer trust. Two types of consumer trust were also identified, namely, cognitive trust in blockchain technology (digital trust), and instantaneous trust in blockchain technology disclosure information (swift trust), both of which play a role in influencing consumers’ immediate purchase. Then, based on the interview results, a theoretical model for this study was developed by combining signal theory and trust transfer theory. Through a quantitative survey, 474 valid data were collected to empirically examine the role of consumer blockchain technology experience and environmental information transparency perceived on digital trust and swift trust, and the role of both types of trust on impulse buying. The results show that consumer blockchain technology experience can significantly and positively affect the environmental information transparency perceived. And both have a positive effect on digital trust and swift trust. Also both trusts have a significant effect on impulse buying. Further mediating effects confirm the environmental information transparency perceived as an important intrinsic mechanism by which the blockchain technology experience influences consumer trust. The results of this study add an empirical basis for the role of blockchain technology. It also provides a reference for technology adoption by related companies.     

Do early adopters upgrade early? Role of post-adoption behavior in the purchase of next-generation products

In examining the adoption of innovations, marketing researchers have generally assumed that the early adopters of one product are more likely to be early in adopting the next generation of products. However, there seems to be a missing link between buyers' first adoptions and their next-generation purchases, or upgrades. This paper tries to fill the gap by incorporating users' post-adoption behavior into the model of buyers' product upgrade behavior on the successive versions of innovations. Survey data on cell phone purchases in Korea confirm the idea that the post-adoption behavior, particularly the use of innovative features, plays a critical role in developing users' intention to upgrade.     

Unplanned purchase of new products

Manufacturers are eager to recoup the investment on developing new products by promoting the unplanned first purchase and by encouraging the succeeding repurchases. However, studies are yet to investigate the relationship between unplanned purchases and the repurchase for new product. The results are consistent with our expectations, which is based on regulatory focus theory, indicating that if the first purchase of a new product is unplanned, the succeeding repurchases tend to increase compared to a planned trial purchase. We also found this propensity is more prominent for customers who have higher loyalty to the same or similar category product.     

Exploring consumer purchase intentions and behavior of buying ayurveda products using SOBC framework

The research intended to study the consumer's buying behaviour of Ayurveda products by examining factors that influence consumer's buying decision. Stimuli-Organism-Behaviour-Consequence (SOBC) framework was deployed to test 1316 responses collected using a structured questionnaire. Analysis was performed using CB-SEM method while demographic variables were used as moderator. The four dimensions used in the study, including Stimuli (Health consciousness, Product attribute); Organism (Product availability. Ethnocentrism and Environmental and Sustainability Orientation); Behaviour (Customer beliefs and Purchase intention) and Consequence (Buying behaviour) were found to hold positive association as hypothesized. House-hold income and educational qualification moderated the relationship between organisms and behaviour as well as behaviour and consequence. SOBC model is unique in context of traditional/culture oriented products. The constructs incorporated in the SOBC model provides novelty to the study. Inclusion of Ethnocentrism and Product Availability as Organism have not been examined in the previous studies. The study adds to current literature on consumer behaviour specifically in the context of traditional products. Identifying Health Consciousness in the context of generic Ayurveda products with a unique set of variables contributes to the literature.The identification of stimuli causing behaviour such as health consciousness and product attribute and organisms that influence behavioural response including product availability ethnocentrism as well as environmental and sustainability orientation provide consumer insights to marketers and firms dealing in traditional products. The perspective on consumer beliefs provide directions of policy formulation to governments.     

Understanding purchase determinants of luxury vintage products

Despite increasing interest toward luxury vintage products, companies often struggle to understand why consumers buy those products. This article is aimed to advance knowledge about luxury vintage product consumption by identifying the latent determinants of Italian consumers? purchasing of these products. The article utilizes the means‐end chain (MEC) approach and the laddering interview technique to achieve this goal. Results show that consumers buy luxury vintage products mainly to satisfy their individual identity, improve their self‐confidence, and achieve a sense of fulfillment. The hierarchical value mapping resulting from the MEC analysis demonstrates that luxury vintage product consumption is undeniably aimed to improve consumers? perception of their desired and ideal individual self‐image. The article discusses the managerial implications of the study, along with its limitations and directions for future research.     

Determinants of Chinese consumers' green purchase behavior

This study examines the influence of various cultural and psychological factors on the green purchase behavior of Chinese consumers. To this end, a conceptual model has been proposed and subjected to empirical verification with the use of a survey. The survey results obtained in two major Chinese cities provide reasonable support for the validity of the proposed model. Specifically, the findings from the structural‐equation modeling confirm the influence of the subjects' man–nature orientation, degree of collectivism, ecological affect, and marginally, ecological knowledge, on their attitudes toward green purchases. Their attitudes toward green purchases, in turn, are also seen to affect their green purchase behavior via the mediator of green purchase intention. Although the present findings provide a better understanding of the process and significant antecedents of green purchasing, they also highlight two areas for more thorough investigation. These are the exact role of ecological knowledge in Chinese consumers' green purchasing process and the underlying factors that account for their low level of green purchase. This study also discusses how the present findings may help the Chinese government and green marketers to fine‐tune their environmental programs. © 2001 John Wiley & Sons, Inc.     

Uncertainty orientation: Expalaining diffeerences in purchase involvement and external search

This study incorporates uncertainty orientation, an individual difference variable concerned with cognitive response to uncertainty, and purchase involvement in a multiple indicator model of consumer external search activity. The model is tested using partial least squares in two contexts: for durable purchase decisions. Purchase involvement was found to be a multidimensional construct and only the experienced purchaserisk dimension was captured in the measurement models. For durables, uncertainty-oriented consumers experienced greater purchase risk and engaged in greater external seach than certainty-oriented consumers. For nondurables, uncertainty-oriented consumers experienced lower purchase risk than certainty-oriented consumers. Although the results are modest, they suggest that uncertainty orientation might be fruitfully examined in other applied contexts. © 1994 John Wiley & Sons, Inc.     

Does attitude predict purchase behaviour of apparel products?

During the 1980s the world market in textile and apparel products has become increasingly internationalized. Retailers in Western Europe and North America import goods from around the world, often at the expense of domestic manufacturers. In an effort to encourage consumers to buy locally manufactured products, associations in several countries have tried to change consumer attitudes toward domestically produced textiles and apparel. The goal of this study was to assess the relationship between consumer attitude and consumer behaviour in an apparel purchase. Intercept surveys were conducted with 3,766 consumers in nine locations in the eastern U.S.A. Consumers were questioned about their attitudes toward domestic versus imported clothing and their awareness of the country of origin of their purchase. Reasons for purchase and demographic information were also collected. Some differences between variables were found related to sex, age and geographic location. While it was evident that a large proportion of the consumers sampled said they cared whether the clothing they purchased was domestically produced or imported, a far smaller proportion was aware of the country of origin of the garment just purchased. Therefore, a consistent link between consumers' professed attitudes and their buying behaviour could not be established. Summary and conclusions The consistency of consumer attitudes with consumer behaviour was assessed for a sample of U.S.A. apparel purchasers. Respondents in the eastern U.S.A. were asked about their awareness of and concern with their garment's place of production. Although some differences were found related to sex, age and geographic location, the lack of consistency between attitudes and behaviour was a common phenomenon. Of the total sample, only 20% professed both concern and awareness of their garment's country of origin. In contrast, 60% knew of the ‘Crafted with Pride’ campaign, 44% expressed concern for place of production, and 28% said they knew where the garment just acquired had been manufactured. These relatively low percentages may be due in part to the demographics of the consumers surveyed. This study included a high proportion of females, young and middle-age shoppers. This sample composition is consistent with other research citing these groups as the most frequent apparel purchasers. The results of this study indicate that the oldest age groups and male shoppers are most likely to be aware and concerned. This suggests that those wanting to change attitudes and/or behaviour need to target the groups most likely to be spending on apparel, females, young and middle-age groups. These consumers appear to be the least motivated by patriotic appeals or to base purchase decisions on cues such as country of origin. People from the south, who were more likely to be directly affected by the textile industry, generally were more aware, expressed a higher level of concern, and were more likely to know of the ‘Crafted with Pride’ campaign. Since the south has not been selectively targeted by the ‘Crafted with Pride’ Council, it is very possible that the demographics and personal link of southerners to the apparel and textile industries may be more influential than the Council's media campaign. While it is true that concern, awareness, and knowledge of the campaign are highly correlated, what has not been determined is the causal relationship between these three variables. Does knowledge of the campaign cause one to care more and therefore be more likely to be aware? Or does caring make consumers more susceptible to patriotic appeals and more likely to say they are aware when they really may not be? It has been determined that people who are aware are more likely to care and know of the campaign; it has not been determined that people with knowledge of the campaign will be more aware and therefore guided in their purchase decisions. The intense media campaign by the ‘Crafted with Pride’ Council suggests that the level of concern for domestic clothing production may be influenced by the level of marketing effort. However, the Council's expected behavioural effect of raising the number of potential clothing buyers who actively seek out and purchase American-made apparel was not displayed by respondents in this study. Since it is consumers who ultimately make the final purchase decision, industry representatives and legislators should examine more closely the link between attitudes and action before making production and public policy decisions that will have significant economic effects on all parties concerned.     

Leveraging purchase regularity for predicting customer behavior the easy way

The valuation of future customer activity is a mainstay of any organization seeking to efficiently manage its customer portfolio. In the area of customer-base analytics, the ongoing race for predictive power has yielded a large corpus of research to assist managers in this respect. Approaches in the tradition of stochastic models have been particularly successful because they rely only on easy-to-compute key metrics and integrate them within a parsimonious probability-modeling framework. Recent advances in this field have demonstrated that incorporating the timing regularity of past purchases can improve predictive accuracy relative to purely recency/frequency-based approaches. This paper expands that idea and introduces generalizations of a well-established probability model, the BG/NBD (Fader et al., 2005a), by replacing the exponential with a more flexible Erlang-k interarrival timing process. The resulting model variants are capable of leveraging regularity while retaining almost the same level of data requirements and algorithmic efficiency. Using extensive simulation studies and six data sets covering a wide range of empirical settings the authors demonstrate substantial improvements in predictive accuracy against the baseline models and performance gains close to or on par with a more complex model alternative. The availability of efficient and easily accessible implementations of the new model variants in the R-package BTYDplus allows marketing analysts to apply them in large-scale scenarios of data-rich environments on a continuous basis.     

Modeling the effect of self-efficacy on game usage and purchase behavior

This research models the relationship between self-efficacy, game purchase and usage. Four-hundred and ninety three consumers responded to a questionnaire. We deployed confirmatory factors analysis (CFA) and structural equation modeling (SEM) across 4 game types; original model (all games) and alternative models, Sports/Simulation/Driving, Role Playing Game/Massively Multiplayer Online Role-Playing Game/Strategy and Action/Adventure/Fighting. The impact of self-efficacy on usage and purchase was modeled both individually and simultaneously. For individual effects; models had adequate fit with Sports/Simulation/Driving showing an impact between self-efficacy on game usage and purchase. Our results showed no simultaneous relationship. We conclude that self-efficacy does impact usage or purchase but game type affects this relationship. Research implications are discussed.     

Exploring purchase intention of green skincare products using the theory of planned behavior: Testing the moderating effects of country of origin and price sensitivity

Increased community awareness on various environmental problems has changed consumers’ behaviors and induced purchasing decisions on green products. Applying the theory of planned behavior (TPB), this study aims to explain the effects (i.e., attitude, subjective norm, and perceived behavioral control) on purchase intention of green skincare products; it also aims to determine if country of origin (COO) and price sensitivity moderate the links between purchase intention and its antecedences. Data collected from 300 respondents in Taiwan are tested against the research model by using structural equation modelling. The results indicate that attitude, subjective norm, and perceived behavioral control have a significant impact on purchase intention of green skincare products, and that country of origin and price sensitivity can enhance the positive effects on the links between purchase intention and its antecedences. The findings of this study present important theoretical and practical implications for consumer green product purchase behaviors.     

Virtual test-driving: The impact of simulated products on purchase intention

This paper studies a number of key determinants of users׳ experience and engagement when driving a simulated car model, the outcome of this engagement in relation to enjoyment and satisfaction and the role of user satisfaction in purchasing the actual product. We test a holistic model using an experimental quantitative approach. Our analysis suggests that hedonic experience may create higher levels of engagement among users of the simulated car. Enjoyment and engagement were found to positively influence user satisfaction while driving the simulated car. In turn, user satisfaction with the simulated car was found to positively influence purchasing intention for the actual car. Our work has shown how a simulation based on widely available technologies can provide a foundation for the development of a relationship between a user and the simulated product. Consequently, our research findings have significant theoretical and practical implications beyond the auto-manufacturing industry, as experiencing simulated products can play an important role in the context of electronic commerce. This is especially true given the increasingly important role ‘experience’ plays in electronic marketing.     

Multichannel customer purchase behavior and long tail effects in the fashion goods market

The fast-paced growth of e-commerce is impacting the type and variety of products consumers purchase across channels. A commonly held theory, known as long tail theory, posits that online sales are less concentrated at the top of the sales distribution than offline sales, and that more variety is bought online, making the tails of the overall sales distribution denser with the growth of e-commerce. Most of the literature testing the long tail theory has focused on examining entertainment goods markets that do not require much physical examination, and has predominantly found results consistent with the theory. However, the magnitude and antecedents of the observed long tail effects might be different for product categories containing products that require more physical examination before purchase, such as fashion goods. In this study, using detailed individual and transaction level panel data from two multichannel fashion goods retail brands, we show that while the shift to the online channel results in a decrease in the concentration of overall sales for both brands, this change mostly results from consumers buying different products online rather than consumers buying a greater variety online compared to offline. We show that the flattening of the overall sales distribution with the growth of e-commerce in our data is driven by consumers sorting their purchases into channels based on product characteristics. In contrast to the recommendations from the previous long tail literature, our results show that fashion apparel retailers do not need to offer broader assortments online compared to offline, but they may find it profitable to carry or emphasize a different product mix online compared to offline. Our results also provide guidance to fashion goods retailers in curating their online and offline assortments and setting inventory management strategies across the channels.     

Role of electronic word-of-mouth content and valence in influencing online purchase behavior

Electronic word of mouth (eWOM) becomes an important tool for online consumers for evaluating and selecting a product. Extant research has mainly studied how various eWOM characteristics such as valence, volume, and text-based eWOM content affect purchase behavior. This study, for the first time, has explored the role of mixed neutral WOM valence and rich eWOM content on online purchase intention. Initially, the qualitative analysis method was used to conduct in-depth interviews with experts-cum-online shoppers from different fields. Purposive sampling was used to select 14 experts and online shoppers from diverse fields. Inductive analysis was conducted to analyze the interview generated content. It helped in forming various codes and categories in explaining eWOM constructs. Content analysis was also used to analyze the importance of various factors in key constructs (themes) affecting online behavior. The finding from the content analysis confirmed that both mixed neutral eWOM and rich eWOM content positively affects online purchase intention. This study has also explored how insights derived from the content analysis of valence and content can help marketers to develop an online marketing strategy. Research implications and future research directions have been discussed in this paper.     

Beyond brand attitude: Individual drivers of purchase for symbolic cobranded products

Cobranding, or the use of two brand names on a single product, generally coincides with higher purchase intentions. Prior research focuses on ingredient co-branding and suggests that attitude toward both the primary and the secondary brands and congruence between the brands are important drivers of cobranded products' success. This research shows that self-congruity with the secondary brand and need for uniqueness have significant positive impacts on symbolic co-branding purchase, in addition to perceived congruence and attitude toward the primary brand. In contrast, attitude toward the secondary brand does not relate to purchase of symbolic cobranded products. Therefore, managers should rely on self-congruity, instead of attitude toward the secondary brand, when choosing a partner for symbolic cobranded products. Moreover, product category involvement enhances the impact of self-congruity on purchase intent.     

Consumer purchase behaviour of irradiated beef products: a simulated supermarket setting

In December 1997, the US Food and Drug Administration approved the use of irradiation to kill harmful bacteria in beef. As a result of limited information about consumers’ potential response to implementation of this technology, a supermarket simulation setting (SSS) test was conducted to assess consumer purchase behaviour. The objectives were to determine consumers’ willingness to purchase irradiated beef products when provided with information at the grocery store level and consumer's perceptions towards irradiated beef. Primary household grocery shoppers (n = 207) in Griffin, Georgia, USA who consumed beef at least twice per week participated in the study. Ground beef, ground chuck, top round steak and rib eye steak were displayed in refrigerated cases in either traditionally labelled packages (non‐irradiated) or in packages labelled as irradiated. Irradiated and non‐irradiated beef had the same unit price. Participants were instructed to purchase two packages of each cut on their first shopping trip; they then shopped a second time after an informative poster about irradiation had been placed in the display cases. The results indicated that irradiation information displayed on the poster at the point of purchase was effective in causing significant change in beef purchase behaviour. The information caused some consumers who had bought traditional packages initially to buy irradiated packages subsequently while others who bought irradiated packages initially subsequently bought traditional packages. Hence, the net effect of the information was minimal. A mean test across form/cut showed that consumers did not differentiate between the ground form and the muscle form in selecting irradiated packages.     

Impact of different types of in-store displays on consumer purchase behavior

Research on consumer in-store shopping behavior does not account for the existence of different types of display locations (e.g. storefront, store rear, secondary, front end cap, rear end cap, and shelf displays). This article focuses on accounting for and understanding the impact of various displays on consumer purchase behavior based on the Stimulus-Organism-Response (SOR) theory. Specifically, we study how displays closer to and farther from the main location of the focal category influence consumer purchase behavior. Furthermore, within the different types of displays we investigate the impact of specific types of displays on consumer's category purchase and brand choice and the moderating role of price and discounts. A hierarchical Bayesian model is estimated using scanner panel data for a large U.S. grocery chain that contains unique information on the number of product facings at multiple display locations within a store. We find that displays closer to the focal category have a larger impact, with front end cap displays having the largest impact on category purchase and shelf displays having the largest impact on brand choice. We also demonstrate the synergistic impact of price and discounts in enhancing the impact of displays on consumer purchase behavior and brand choice. Equipped with these findings we propose a display allocation optimization that results in an average increase in revenue of about 11.15% and a strategy to distribute displays across all locations in the store rather than letting one location dominate.     

The influence of sport sponsorship on brand equity and purchase behavior

Abstract

Drawing on Aaker’s brand equity model and Keller’s brand engagement concept and building on the sponsorship between a professional basketball club and a software company, this study examined how sport sponsorship affects brand equity and purchase behavior of the sponsor’s product. Data from 222 survey respondents were collected and analyzed using structural equation modeling techniques. The results provided evidence that perceived quality and brand engagement impact brand loyalty and purchase behavior of fans toward the sponsor’s product. Perceived fit between sponsor and sponsee and team identification were found to influence significantly sponsor’s brand equity constructs. The study extends Aaker’s model in the sport sponsorship context and highlights the influential role of perceived quality and brand engagement on driving sport team fans to form brand loyalty and purchase sponsor’s product.     

Consumer product search and purchase behaviour using various retail channels: the role of perceived retail usefulness

The purpose of this study was to examine the influences of consumers' perceptions of retail usefulness for product information search and their previous purchase satisfaction on their frequencies of product information search and product purchase behaviours for apparel products. These relationships were investigated in five retail settings – Internet shopping, catalogue shopping, television shopping, local retail shopping, and non‐local retail shopping. One hundred seventy‐six students in a US Midwestern university provided usable responses. The results of causal model analyses showed that the proposed model fits the data well for all five retail channels. Consumers who perceived a certain retail channel more useful for product information search searched for product information more frequently via that retail channel, and purchased products more often via that retail channel. Consumers who were more satisfied with apparel purchases from a retail channel purchased the products more frequently via that retail channel. Theoretical and managerial implications are discussed.     

The effect of search channel elimination on purchase incidence,order size and channel choice

This study investigates the impact of eliminating a search channel on purchase incidence, order size, channel choice and, ultimately, sales and profits. We analyze customer panel data from a large retailer over a five-year period. The retailer conducted a randomized field test in which the firm eliminated its catalog for half of the panel. We find that channel elimination decreases purchase incidence, especially for customers who, before the test, were heavy users of the telephone purchase channel that aligns with the catalog search channel. As expected, channel choice for purchases is shifted toward the internet and away from the telephone channel. Interestingly, order size per purchase increases. We investigate the impact of channel elimination on profits across different customer segments. We calculate a net positive impact because the savings from eliminating the catalog compensate for lower sales revenues.