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This study aims to capture how the association between a multichannel relational communication strategy (MRCS) and customer performance is contingent upon such customer performance (low- versus high-performance customers) and to reconcile past contradictory results in this marketing-related topic. To this end, the authors propose and validate the method of quantile regression as an unconventional, yet effective, means to proceed to that reconciliation.

This study collected data from 4,934 customers of a private pension fund firm and accounted for both firm- and customer-initiated relational communication channels (RCCs) and for customer lifetime value (CLV). This study estimated a generalized linear model and then a quantile regression model was used to account for customer performance heterogeneity.

This study finds that specific RCCs present different levels of association with performance for low- versus high-performance customers, where outcome customer performance is the dependent variable. For example, the relation between firm-initiated communication (FIC) and performance is stronger for low-CLV customers, whereas the relation between customer-initiated communication (CIC) and performance is increasingly stronger for high-CLV customers but not for low-CLV ones. This study also finds that combining different forms of FIC can result in a negative association with customer performance, especially for low-CLV customers.

The authors tested the conceptual model in one single firm in the specific context of financial services and with cross-sectional data, so there should be caution when extrapolating this study’s findings.

This study offers nuanced and precise managerial insights on recommended resource allocation along with relational communication efforts, showing how managers can benefit from adopting a differentiated-customer performance approach when designing their MRCS.

This study provides an overview of the state of the art of MRCS, proposes a contingency analysis of the relationship between MRCS and performance based on customer performance heterogeneity and suggests the quantile method to perform such analysis and help reconcile past contradictory findings. This study shows how the association between RCCs and CLV varies across the conditional quantiles of the distribution of customer performance. This study also addresses a recent call for a more holistic perspective on the relationships between independent and dependent variables.

In the channel-mix era, the customer journey involves combining channels during all the stages of the decision-making process, such that creating and maintaining relationships with consumers poses a challenge to retailers. This work aims to explore what role brands play in this issue by analyzing what impact the perceived benefits of brand channel-mix have on consumer self–brand connection (SBC) and what their effect is in enduring consumer–brand relationships (i.e. future channel-mix use and word of mouth [WOM]). This paper also explores the moderating role of product involvement in these relations.

The authors carried out a personal questionnaire with a sample of 288 consumers who were recruited after leaving one of the stores of a clothing brand that is a successful example of distribution channel management.

Insofar as consumers perceive channel-mix benefits, SBC will be higher and (or as a result) their future intentions with the brand will be more intense. In addition, the results show that product involvement moderates the relationship between SBC and channel-mix use intention and WOM.

This work contributes to channel-mix, relationship marketing, brand and product involvement literature by analyzing how customers may be retained in the channel-mix era through brand management and by considering product category involvement. This study merges brand and product variables to explore their impact on relationship marketing within channel-mix behaviors.

While there has been extensive research on understanding the effects of online reviews on product sales, there is not enough investigation of the inter-relationships between online reviews, online search and product sales. The study attempts to address this gap in the context of the Indian car market.

The research uses text mining and considers six important review features volume, valence, length, deviation of valence, sentiment and readability within the heuristic and systematic model of information processing. Panel data regression is used along with mediation analysis to study the inter-relationships between features of reviews, online search and sales.

The study finds that numerical heuristic features significantly affect sales and online search, numerical systematic feature affects sales and the textual heuristic and systematic features do not affect sales or online search in the Indian car market. Further, online search mediates the association between features of reviews and sales of cars.

Although only car sales data from India is considered in this research, similar relationships between review features, online search and sales could exist for the car market of other countries as well.

This research uncovers the unique role of online search as a mediator between review features and sales, whereas prior literature has considered review features and online search as independent variables that affect sales.

The purpose of this study is to examine the effect of perceived value of recommended product on consumer’s e-loyalty, based on the proposition of expectation confirmation theory. Vendors’ reputation is tested as the mediator in the perceived value of recommended product and e-loyalty relationship, whereas shopping enjoyment is predicted as the moderator that conditions the perceived value of recommended product and e-loyalty relationship through vendors reputation.

Data were collected via an online survey platform and through a QR code. Partial least squares analysis, confirmatory factor analysis and structural equation modeling were used to verify the research proposed model.

The findings revealed that the perceived value of recommended product had a significant positive effect on E-loyalty; in addition, the perceived value of the recommended product and e-loyalty link was partly explained by e-shopper’s confidence in vendor reputation. Therefore, the study established that the direct and indirect relationship between the perceived value of the recommended product and e-loyalty was sensitive and profound to shopping enjoyment.

This study has established that the perceived value of a recommended product can result in consumer loyalty. This has successively provided the e-shop manager and other stakeholders with novel perspectives about why it is necessary to understand consumers’ pre- and postacquisition behavior before recommending certain products to the consumer.

Although buy-online-and-pick-up-in-store (BOPS) has been widely implemented by companies, scant attention has been paid to its effect on consumer experience and the concomitant outcomes. Using the psychological ownership theory, this study aims to examine whether and how the BOPS experience (vs online experience) can enhance consumer loyalty.

Study 1 investigated the consumer loyalty of shopping experience (self-pickup vs delivery) on actual consumer behavior through secondary data. Studies 2, 3 and 4 were controlled experiments to further investigate the mediating effect of product psychological ownership, and the moderating effects of product type and postdecision experience valence.

The authors found that BOPS shopping led to higher consumer loyalty (i.e. repeat purchase and repeat purchase frequency) compared with online shopping. Furthermore, the authors examined that this effect was mediated by product psychological ownership and moderated by product type and postdecision experience valence.

Theoretical speculations about how BOPS shopping affects consumer experience should be probed in future research.

Retailers with physical stores can offer in-store pickup options for their online consumers to increase their product psychological ownership and consumer loyalty. And the positive effects of the BOPS strategy relied on product type and postdecision experience valence.

This research offers theoretical contributions to research on the BOPS strategy, psychological ownership theory and consumer loyalty.

President Trump's tenure was accompanied by a series of protectionist measures that intended to reinvigorate US-based production and make manufacturing supply chains more “local”. Amidst these increasing institutional pressures to localise, and the business uncertainty that ensued, this study investigates the extent to which manufacturers reconfigured their supply bases.

Bloomberg's Supply Chain Function (SPLC) is used to manually extract data about the direct suppliers of 30 of the largest American manufacturers in terms of market capitalisation. Overall, the raw data comprise 20,100 quantified buyer–supplier relationships that span seven years (2014–2020). The supply base dimensions of spatial complexity, spend concentration and buyer dependence are operationalised by applying appropriate aggregation functions on the raw data. The final dataset is a firm-year panel that is analysed using a random effect (RE) modelling approach and the conditional means of the three dimensions are plotted over time.

Over the studied timeframe, American manufacturers progressively reduced the spatial complexity of their supply bases and concentrated their purchase spend to fewer suppliers. Contrary to the aims of governmental policies, American manufacturers increased their dependence on foreign suppliers and reduced their dependence on local ones.

The research provides insights into the dynamics of manufacturing supply chains as they adapt to shifting institutional demands.

Managers use several touchpoints to provide a positive experience for customers in an experience economy. Past studies ignored how the touchpoints complement one another in creating synergy, even though this issue has tremendous managerial implications. This research paper aims to examine the role of a set of value-driven touchpoints' in providing and managing the customer experience.

Four hypotheses were formulated concerning the relationship between various value-driven touchpoints and the consumer experience. Data were collected from 360 respondents, and an econometric model was fitted to the data.

The results showed that touchpoints representing economical, functional, informational and convenient values impact the customer experience and complement one another.

The findings of this study should assist managers in framing a customer-facing strategy for providing a positive experience to customers.

Using primary data and an econometric model, this research extends the theory on the relationship between value-driven touchpoints and customer experience, hence, adding value to the existing corpus of marketing literature.

Showrooming presents a complex and evolving challenge to retail managers, as it signifies the emergence of new forms of exchange rules. The purpose of this research is to investigate how factors responsible for information search and evaluation affect showrooming and also consider the consumer mindset as a moderator.

This research undertakes three experimental designs to investigate how the push (i.e. assortment size), pull (i.e. price discount), and mooring (i.e. sunk cost) factors influence consumers' showrooming intention. Specifically, consumers' maximizing tendency plays the role of moderator.

The results reveal that push, pull, and mooring factors are significantly related to consumers' showrooming intention. Furthermore, the findings show that maximizers have higher showrooming intention than satisficers in the context of the push, pull, and mooring factors.

By integrating the push-pull-mooring framework and the maximizing mindset theory, this research proposes a novel research model and the empirical testing results support six hypotheses. The findings add to the body of knowledge in showrooming behavior by taking consumer mindset into account. The results also provide implications for practitioners to develop their retail strategies.

The International Labour Organization (ILO) has emphasized advancing decent employment in global supply chains. Supply chains (SC) are responsible for the growth of any economy and are positively correlated with job creation. However, studies show that decent working conditions are becoming a major concern. Hence, this study is a modest attempt to examine the shortcomings that result in a lack of decent working conditions in global SCs' and further discuss what kind of guidelines, programs, policies, initiatives or principles are necessary to stimulate decent jobs and/or make it easier to enhance decent working conditions in SC.

The present paper first applied the systematic literature review and second used the TCM (Theory-Context-Methods), which is a framework-based review, further reporting the analysis of 59 journal research articles/papers listed in the Scopus database.

The most commonly used theories in the selected studies are institutional theory. As per these theories, governance, rules and regulations play a crucial role in stopping forced labour, child labour practices and social injustice among workers. The findings of this study comply with SDG eight, which states the significance of decent working conditions. Further, the topic modeling reveals four themes: (1) Nature of working conditions (2) Corporate legitimacy (3) Corporate governance mechanisms and (4) Corporate social responsibility, sustainability and ethics in firms. Lastly, we proposed a research framework that shows all the leading factors that influence working conditions in the supply chain.

Managers must focus on integrating decent working conditions in SC activities in their respective organizations and factories. Managers must realize and shoulder this responsibility with other top officials in the organization that improving the SC working conditions is the need of the hour. Consultation with Sustainable Development Goal (SDG) five (gender equality) (emphasize gender equality); and SDG eight (decent work and economic growth) (promote sustainable economic growth) is also recommended for managers. Lastly, managers need to develop suitable strategies keeping in mind the interplay between the leading factors (such as top management support, organizational culture, SA 8000 certification, occupational health and safety, stop forced labour and child labour practices, ethics training, enforce modern slavery act, global compliance regimes, buyer-supplier joint auditing, social responsible sourcing, stoppage of unauthorized sub-contracting, maintain SC transparency and CSR disclosure).

Using systematic literature review and TCM approach has provided some good takeaway points for managers. The study provides a valuable framework and fourteen research propositions which can be tested in the future.

The aim of this study is to examine the relationship between the determinants of student loyalty, i.e. service quality, e-service quality and university image in open and distance learning (ODL) based on the theory of reasoned action, in more systematic approach. This study also examines university's image role as a mediator on the relationship between service quality and e-service quality towards student loyalty.

This paper develops an integrative conceptual framework along with propositions by integrating comprehensive literature, in the field of service quality, e-service quality, university image and student loyalty. Through the review of detail literature and based theory of reasoned action (TRA), it is proposed that service quality, e-service quality and university image would be meaningful attributes towards student loyalty. In addition, it is also contended that university image would mediate the relationship between service quality and e-service quality towards students’ loyalty.

This paper provides an integrative conceptual framework on service quality, e-service quality, university image and students loyalty in open and distance learning (ODL) context.

None of the models presented in the literature explore the mediation of university image on the relationship between service quality and e-service quality towards student loyalty as the most recent research on the subject envisages.