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This study aims to conceptually propose and empirically validate a path perspective on the servitization process of manufacturing firms. It identifies a customer and an outcome path to servitization, sheds light on the pivotal role of digital technology usage for both value-creating paths and explores their financial and relational performance outcomes.

The authors use a mixed-method approach, combining a qualitative study with a cross-sectional survey in the USA, the UK and Germany.

Manufacturing firms choose between two generic paths to servitization, a customer and an outcome path. Digital technology usage is equally important for both value-creating paths. Progress on the outcome path has a positive effect on firms’ financial performance, whereas the customer path has an indirect effect only, fully mediated by firms’ relational performance. Customer tenure and customer’s open-mindedness are contingency variables in the digital technology usage – servitization path – firm performance framework.

A path perspective is useful to conceptualize the servitization processes in manufacturing industries. Future research should investigate the sequential choice of servitization paths and explore its drivers and performance outcomes.

To create and claim superior value for their customers, managers can choose between two servitization paths, leading to differential performance outcomes. While digital technology usage is key to progress on both paths, it is particularly effective for newly acquired customers on the customer path. Suppliers should target their value-creating service offerings at open-minded customer firms to reap their full performance potential.

Propose and empirically validate a path-perspective on servitization. Understand the pivotal importance of digital technology usage for both servitization paths.

Prior research does not provide a clear picture of how managers can effectively manage customer in-role and extra-role behaviours in a retail setting. This study aims to test the differential impact of the two main customer relationship predictor paths – identity-based and satisfaction-based paths – on customer in-role and extra-role behaviours.

A random sample of 500 customers from the flagship store of an up-market, international department store chain participated in a written survey. Purchase spending data for each customer was obtained from the retailer’s loyalty card database.

The two studied predictor paths possess a differential impact on customer extra-role behaviours. Civic virtue and co-creation behaviours are exclusively driven by the identity-based path, whereas sportsmanship is driven solely by the satisfaction-based path. Moreover, the identity-based path impacts purchase behaviour only when symbolic purchase motivation is high. Overall satisfaction has no impact on purchase behaviour.

In some retailing contexts, extra-role behaviours such as co-creation or civic virtue might simply be irrelevant (e.g. discount chains).

Managers, who have the intention to stimulate customers to give constructive feedback on products or services, or to involve them in co-creation activities, are well advised to also invest in identity-based path activities.

This study is the first to empirically test the effects of customer identification and overall customer satisfaction on the various dimensions of customer in-role and extra-role behaviours. Customer extra-role behaviours should not be conceptualised as one global construct but should comprise distinct dimensions of discretionary behaviours that have different antecedents.

This study elicits the critical attributes, consequences and values associated with the purchasing process in the context of cross-border e-commerce (CBEC). The purpose is to provide a better understanding of the fundamental factors that determine consumer values in CBEC.

The study applies the means-end-chain theory and soft-laddering techniques to interview 60 CBEC consumers to construct an implication matrix and a hierarchical value map (HVM) of the consumer purchasing process, consisting of attribute-consequence-value (A-C-V) paths.

By analyzing the significant linkages, elements, ladders and chains in the HVM, four dominant A-C-V paths were identified: economic-driven, efficiency-driven, progress-driven and quality-driven paths.

This study included only Chinese CBEC buyers. This limitation might affect the generalizability of the conclusions as culture, purchase habits and economic development differ between China and other countries.

The results of this study provide CBEC practitioners an understanding of the consumer purchasing process and how consumer values are associated with platform characteristics. Thus, the results aid practitioners in allocating resources and developing CBEC platforms in an appropriate manner and direction.

This study sheds lights on the emerging phenomenon of CBEC. By applying the means-end-chain approach, the study provides a comprehensive HVM for interpreting the consumer online purchasing process in this novel context. By illustrating the dominant paths, this research provides deeper theoretical insights into the specific focuses of CBEC consumer purchasing.

This paper aims to examine project management segments based on customer satisfaction drivers and loyalty rather than traditional demographic or behavioural variables.

Data were gathered over 18 consecutive months, and 3,129 surveys were completed using a questionnaire. The statistical methods included partial least squares (PLS) structural equation modelling, finite mixture segmentation, prediction-oriented segmentation (PLS-POS) and multi-group analysis (PLS-MGA).

The findings indicate the existence of three segments among system delivery project customers based on the differences in the strengths of the path coefficients in the customer-centric structural model. In Segment 1, satisfaction based on the proposal was crucial for loyalty, with the value-for-money construct negatively impacting the repurchase intent construct. Segment 2 had a solid value-for-money orientation. In Segment 3, the critical path indicated that satisfaction drove repurchase intention, with satisfaction based mainly on the installation.

The research contributes to the segmentation theory by introducing a new way to segment the systems delivery projects customers based on the perceived strength of the relationships in a customer-centric structural model, which aligns with traditional segmentation theory in a way that most segmentation analyses do not. A new segmentation approach to the domain of project management theory is presented. Based on the results, treating the system delivery project customer base as a single homogenous group can lead to managerially misleading conclusions.

The objective of the paper is to explore the relationship among perceived quality value, hedonic value, social value, price value, customer engagement and customer-based brand equity using stimulus-organism-response (S-O-R), customer engagement and customer-perceived value theories for digital payment apps. In addition, the study examines the mediating role of customer engagement between customer value dimensions and customer-based brand equity and analyzes the moderating role of age.

Partial least squares-based structural equation modeling was used to test the proposed hypotheses through a sample of 316 respondents who used digital payment apps.

The findings indicate that customer engagement mediates the relationship between customer value dimensions and customer-based brand equity. Age does not moderate the relationship between customer value dimensions and customer engagement. The study confirmed the pronounced effect of specific paths for various age groups.

This study contributes novel insight to S-O-R, customer engagement, and customer value research.

Multichannel (MC) service providers have been adopting a wide diversity of front-office service delivery models, i.e. different ways of employing channels to support the delivery of the service activities that involve customer interaction. Despite this, we are still faced with a paucity of concepts to understand the myriad of possible choices. The purpose of this paper is to develop a theoretical framework and basic design architectures to provide a structured understanding of the diversity of operational design choices for MC front-office service delivery models, their efficacy implications, and how they fit with the provider’s service strategy.

The study employs the analytical conceptual approach. The authors logically develop the architectures based on the operations management theory and provide corresponding empirical illustrations based on secondary sources, direct observation, and case studies.

The authors propose two theoretically meaningful dimensions to characterize and distinguish between delivery models (channel redundancy and channel span) and put forward four anchor architectures for such models: generalist, parallel, constricted, and centralized. The authors identify the operational efficacy implications (effectiveness and efficiency) of the different architectures, and develop a set of propositions and design principles for selecting appropriate architectures.

Future research should develop empirical measures for the dimensions underlying the architectures.

The study extends existing service process classifications by capturing the MC traits of front-office processes. The authors offer design principles to assist firms in selecting architectures that are aligned with their service strategy. The framework and architectures provide seminal concepts to support a wealth of future empirical studies.

There is a plethora of research which has dealt with service quality issues in various service organizations. But a few researchers have presented state of service quality from a cultural perspective, especially within an Asian cultural context. The purpose of this paper is to measure service quality of Pakistani Islamic banks through validating a culturally sensitive scale: PAKSERV. Furthermore, the path from service quality to customer loyalty has been presented through applying PAKSERV service quality scale.

Following a positivist tradition, the service quality to loyalty path in Islamic banking sector of Pakistan is established. A self-administered survey was conducted to approach 300 Islamic bank customers in major cities of Pakistan. The respondents were purposefully selected based on their extent of using the retail banking services. The data were analysed through employing various quantitative measures such as correlation and structural equation modelling employing AMOS.

The findings reveal that Pakistani Islamic banking customers are satisfied with the service quality offered. All the dimensions of PAKSERV are found to significantly contribute towards customer satisfaction and loyalty. However, major focus of customer is on the dimensions such as responsiveness and sincerity which are understandable in high-risk avoiding and moderately power-oriented Pakistani society.

The research has been first of its type to present the validity of PAKSERV scale in a collectivist cultural context of Pakistan. Furthermore, the path from the customer satisfaction to loyalty by employing PAKSERV scale has been presented for the first time.

The purpose of this paper is to expand the Swiss Index of Customer Satisfaction (SWICS) model by investigating the role of customer dialogue in the interrelationships among customer satisfaction, customer trust, perceived value and customer loyalty upon Vietnam banking industry.

The conceptual framework was developed from both an exploratory research with focus group method and the literature. A structural equation model linking customer dialogue to customer satisfaction, customer trust, perceived value and loyalty is tested using data from a sample of 389 Vietnamese individual bank customers.

The results indicate the key role of customer dialogue in bank marketing since it not only has an independent impact on customer loyalty but also mediates the effect of customer satisfaction on loyalty completely and the relationship between customer trust and loyalty partially. Besides, the central role of customer trust was also highlighted since it mediates totally the effect of perceived value on both of customer dialogue and customer loyalty while explaining partially the path from customer satisfaction and customer dialogue.

First, regarding sample size, the authors have used suitable sampling methods with adequate sample representation. However, a larger sample size with more diverse age range and usage of various banking services may be more helpful and effective for the path analysis and managerial implication. Second, the authors have used only a limited set of measurement items due to the concerns of model parsimony and data collection efficiency. For example, perceived value can be measured upon more detailed dimensions, and yet the author focussed only on some selected measures based mainly on their relevance to the context studied.

The findings imply that building trust and engaging with customers better through communication are keys for Vietnamese commercial banks to gain more customer loyalty in such competitive conditions.

The study is noteworthy that it adds perceived value and customer trust in the SWICS model and investigates the interrelationships between all variables in a single model.

The episodes of customer rage with employees during service encounters are common and adversely affect the long-term commitment of employees with an organization. The service organizations, in an effort to control employee turnover, are striving hard but have failed. There are a wide variety of studies that address employee turnover but the research which encapsulates a combined effect of perceived justice and organizational pride to study exhaustion-turnover path are almost scant. The purpose of this paper is to explore the effects of customer aggression on the frontline food service managers’ emotional exhaustion and turnover intentions. The mitigating effects of perceived distributive justice and emotional organizational pride are also investigated.

Survey data were collected from 250 frontline employees of global fast food chain outlets located in the city of Lahore, Pakistan. The data were analyzed using structural equation modeling by AMOS.

The customer aggression is found to influence emotional exhaustion which in turn reduces job satisfaction and increases turnover intentions among frontline food service managers. The mitigating effects of distributive justice on the customer aggression to emotional exhaustion path and of emotional organizational pride on the job satisfaction to turnover intentions path are confirmed.

The results reveal importance of maintaining a supportive and justice-oriented organizational culture. Rewarding frontliners, celebrating the organizational successes that build pride, and acknowledging the emotional burden misbehaving customers place on employees are identified as shields to guard against employee dissatisfaction and turnover.

The turnover intentions resulting from the emotional exhaustion caused by customer aggression in the global fast food industry is studied for the first time. Furthermore, the inclusion of distributive justice and emotional organizational pride as cognitive and affective factors that reduce the effects of customer aggression on frontliners is unique to this study.

The term customer intimacy has been used both in academia and business, albeit lacking clear definition and empirical validation. The authors in this paper aim to develop a measure of customer intimacy in business‐to‐business contexts and to assess its reliability and validity, as well as its relevance, within a nomological relationship marketing network.

A multi‐method (qualitative/exploratory and quantitative/confirmatory structural modelling), multi‐staged (test, re‐test) research approach is used and applied in the UK and Germany.

The results show that customer intimacy is a second order construct reflected by the three formative dimensions of mutual understanding, closeness, and value perception. The results also show that customer intimacy is a relevant relationship indicator, distinct from the central relationship indicators of trust and commitment. It impacts relationship commitment levels, customer induced word‐of‐mouth, repurchase intentions, information disclosure, customer availability, and leads to an advisor status with the customer. Moreover, customer intimacy mediates relationship marketing's central trust commitment link.

The main limitations that should be addressed by future studies are: reliance on the key informant technique on one side of the supplier‐buyer dyad; cross‐sectional design.

This study shows that achieving and managing customer intimacy is a relevant managerial goal and task for firms and shows managers how it can be measured and managed.

This study, for the first time, presents a measure for customer intimacy and assesses its quality and impact empirically. The measure will be of significant value in making customer‐centric, relationship management approaches more accountable.