Siri,Alexa, and other digital assistants: a study of customer satisfaction with artificial intelligence applications

ABSTRACT

Digital assistants (e.g., Apple’s Siri, Amazon’s Alexa, Google’s Google Assistant) are highly complex and advanced artificial intelligence (AI) based technologies. Individuals can use digital assistants to perform basic personal tasks as well as for more advanced capabilities. Yet, the functional and topical use of a digital assistant tends to vary by individual. This study reflects the contextual experiences of the respondents. At present, there is little empirical evidence of customer satisfaction with digital assistants. PLS-SEM was used to analyse 244 survey responses to examine this research gap. The results confirmed that expectations and confirmation of expectations have a positive and significant relationship on customer satisfaction with digital assistants. This study provides evidence that customer expectations are being satisfied through the digital assistant interaction experience. As firms integrate digital assistants into their operations, they must help customers properly define what to expect from the firm’s interactive experience.     

Can the label ‘member’ in a loyalty program context boost customer satisfaction?

ABSTRACT

This study examines if labeling customers as ‘member’ versus ‘non-member’ in the context of a firm’s loyalty program can influence the customers’ evaluations of the firm. It was assumed that firms’ membership-related labels, which typically are euphemisms in relation to the mere discounts offered by many loyalty programs, can (a) prime customers so that positively charged content in a general member category is activated, and that (b) this content can have a positive impact on evaluations of firms with loyalty programs. An experiment showed that evoking customers’ membership status resulted in a higher level of sense of belonging, and higher customer satisfaction, for members than for non-members. Sense of belonging mediated the impact of evoking membership status on customer satisfaction. A second study confirmed that the content of customers’ general member construct is indeed associated with sense of belonging and satisfaction.     

Social media's contribution to customer satisfaction with services

An important recent initiative in the effective transmission of healthcare services is the establishment of the patient-centered medicine (PCM) philosophy as a mechanism for enhancing customer satisfaction. Although the goals of PCM are important, there is less understanding of the means by which service providers can promote this philosophy.

This study examines the relationship between customers’ attitude toward and use of social media, PCM, and their satisfaction with healthcare services. Data were collected from a large, urban-based pediatric office in the northeast. The sample consisted of 234 respondents who were classified as ‘e-Patients’ – that is, they reported having access to the Internet and going online for health information. A three-stage regression analysis, conducted to establish the path coefficients for each stage in the model, shows that customers’ (patients’) attitude toward social media can be an effective method to enhance PCM and, ultimately, satisfaction. The findings contribute to theory in services by exploring the challenges of managing service delivery at the interface between customer satisfaction and the role and usefulness of adopting and effectively using social media.     

The Use of Logistic Regression Analysis to Evaluate Customer Satisfaction with a Telephone Hotline

Abstract

This article describes a method used to evaluate customer satisfaction with a telephone Hotline that, at the time of the study, received more than 200,000 calls annually. The statistical analysis, which is based on responses to a customer survey, specifies three logistic regression models as a set of recursive equations estimated in a two-stage process. The first stage analysis estimates two equations designed to measure service quality characteristics that contribute to customer satisfaction. The second stage analysis estimates the likelihood that customers were satisfied with their Hotline experience, as a function of the service quality characteristics and other factors. The results of the analysis provided several practical areas lor improving customer satisfaction with the Hotline.     

Do retail alliances enhance customer experience? Examining the relationship between alliance value and customer satisfaction with the alliance

Abstract

This article evaluates the role of customers in the alliance equation. Using a combination of survey and experimental data, we investigate the role of value offered by retail alliances on customer satisfaction with the alliance. We find that customer value plays a mediating role in the relationship between customer experience with the alliance and customer satisfaction with the alliance. Results also show that the nature of this relationship differs based on the type of value offered by the alliance. Cognitive processing plays a more significant role when the alliance is of a functional nature, while affect plays a more significant role when the retail alliance is of a hedonic nature.     

The impacts of complaint efforts on customer satisfaction and loyalty

ABSTRACT

This study identifies the depth structure of customer complaint efforts and investigates the roles of each dimension in the structural relations with customer satisfaction and loyalty. Three dimensions of customer complaint efforts were identified, procedural effort, cognitive effort, and affective effort in the restaurant context. This study uses two subsamples to develop and validate the proposed three-dimension customer complaint efforts scale. Exploratory factor analysis was conducted on the first subsample of 211 participants. Confirmatory factor analysis and structural equation modeling were applied on the second subsample of 328 participants. It is found that customers’ physical/procedural and cognitive efforts exerted during the complaint resolution process compound their affective efforts, which further reduce customer satisfaction with the complaint process and erode customer behavioral and attitudinal loyalty. This study bridges the research gap gaps and provides managerial implications to help reduce customer complaint efforts and ensure positive customer behaviors.     

Exploring the relationship between individual values and the customer orientation of front-line employees

Abstract

Because of the nature of services, namely the inseparability of production and consumption, employee behaviours influence customer perceptions of service quality and satisfaction with the service provider. In particular, customer-oriented employees seek to help customers by addressing their needs, and this contributes to the building of customer satisfaction and the development of a relationship. Not surprisingly, research has been investigating the drivers of employees’ customer orientation. This paper examines how individual values influence the customer orientation of front-line service employees, a topic that has been unexplored in extant literature, and this is useful for the selection of employees who match the firm’s service strategy. To accomplish this, the study relies on the Schwartz value theory, which is applied to front-line employees in banking. The findings indicate that both resultant conservation and resultant self-enhancement affect the customer orientation of employees, and that these effects are moderated by job satisfaction and autonomy.     

Barriers of food delivery applications: A perspective from innovation resistance theory using mixed method

IntroductionFood delivery applications (FDAs) have altered the way customers order and consume food. This was compounded by the COVID-19 pandemic, which imposed restrictions on people's mobility. In this study, the authors have tried to determine which barriers affect consumers' emotions and feelings, leading to satisfaction, repeat visit, and WOM recommendations.Methodology: The Innovation Resistance Theory has been used to conduct the study. The Mixed Model is also framed to address the barriers faced by FDA users. This study also identifies key barriers of FDA (Value Barrier, Image Barrier, and Environment Barrier) and also studies their effect on consumer emotions and feelings in addition to the impact on repeat purchase behaviour, customer satisfaction and word of mouth recommendation. The data is collected from 392 respondents.FindingsThe findings demonstrate that apart from the value barrier, all the other barriers have negative and significant impacts on consumers’ feelings and emotions. It further supports the mediation effect amongst consumer feelings and emotions, satisfaction, repeat purchase, and WOM recommended. The moderating effect of transaction cost has been shown with different associations.ImplicationsThe service providers should make sure that all transactions are safe and secure and that food is delivered on time. They should also have good ways for customers to get in touch with them, so they will get orders from them.OriginalityThe focus of the study is on the link between satisfaction, repeat purchases, and word-of-mouth recommendations for FDA, which hasn't been looked into in any previous studies.     

Understanding Customer Role and its Importance in the Formation of Service Quality Expectations

A search of the Service Quality (SQ) and Customer Satisfaction (CS) literature reveals a gap in knowledge relating to the ‘expectation’ formation aspect of the disconfirmation paradigm.

Little consideration has been given to the ‘role’ of the customer in the service encounter, albeit that the above literature mostly customer that one measure of output performance comprises a customer comparison of the various delivery components with a self-established standard, of which ‘expectations’ appears the most common. A need exists to identify not only how customers define the standards and parameters for evaluation, but also, how the customers’ understanding of their role during service interaction affects the expectations they form.

This paper addresses the above need through the development and subsequent exploratory testing of a conceptual model of expectation formation. In addition to the recognised expectation antecedents of ‘experience’ and ‘familiarity,' two ‘role’ construct dimensions ‘role understanding’ and ‘role benefit’ are introduced in a broader expectation antecedent framework. The relationship between ‘experience’ and ‘familiarity’ with respect to expectations is found to be indirect in nature; with ‘role understanding’ and ‘role benefit’ both performing a mediator function. Managerial and research implications are discussed.     

Synchronizing relational benefits with customer commitment profiles

ABSTRACT

The literature no longer considers commitment to be a distinct variable. Instead, commitment represents a combination of affective, calculative, and normative dimensions for individual customers, resulting in the adoption of a person-centric view for its measurement. However, customer satisfaction as a result of confidence benefit, social benefit, and special treatment benefit may vary among customers with different commitment profiles which encourages variable-centric view. Considering both variable- and person-centric views, this study uses survey data to examine the impact of relational benefits on the satisfaction of customers with different commitment profiles. It also examines the moderation role of relationship age. With cluster analysis identifying three commitment profiles, findings from structural equation modeling confirmed that highly-committed customers expected excessive special treatment benefit; low-commitment customers preferred confidence benefit to reduce cognitive dissonance; while affective-dominance customers expected all three types of benefit proportionately. The study’s theoretical and practical contributions conclude the paper.     

The trickle-down effect of trust in business-to-business relationships: How can a supplier ensure cooperation from multiple customers?

Abstract

Although several interfirm cooperation studies have expanded the unit of analysis from dyads to triads (networks), there is scant literature focusing on whether and how a supplier’s relationship with a customer influences its relationships with other customers. Individual relationship dyads are not isolated but interact with one another. Particularly, mutual trust in a supplier–customer relationship dyad may influence other customers’ cooperative behavior. This cross-dyadic influence is called the “trickle-down effect of trust.” A hypothesis for the mechanism by which this effect occurs was generated, focusing on the customers’ demand information offerings as a cooperative behavior. The results of an empirical analysis indicate that (1) a supplier’s mutual trust with its primary customer encourages nonprimary customers to offer their demand information to the supplier and (2) the quality of information from customers helps the supplier to make their new product more meaningful.     

Interpreting value in the customer service experience using customer-dominant logic

Abstract

Traditionally, customer value has been examined from the perspective of the firm. New understandings of customer value from the customer-dominant logic perspective of services emphasise the need to move away from the service-dominant perspective and adopt a customer-based approach that considers value within the broader context of a customer’s lifeworld. This article explores how individual customers make sense of their participation in an extraordinary, commercially-driven consumption experience. A phenomenological approach is taken to understand the lived experience of these participants. The findings of this exploratory study reveal the highly complex nature of value in the experience in the chosen context of luxury driving experience days. Theoretical and managerial implications are discussed.     

New Perspectives on Customer Relationships: How Relational Models Influence Customer Experience and How They Are Activated

Abstract

Much research has been conducted into the determinants of customer experience. However, these studies do not include relationship norms as a possible determinant of customer experience. Nevertheless, there are strong indications that the relationship norms used by a customer are an important factor in customer behavior and customer experience. The purpose of this paper is to investigate the influence of relational models on customer experience and to explain possible differences in presence of relational models. This paper describes the results of two studies. The first study focuses on the effects of relational models on customer experience. This first study shows that the type of relationship has a strong influence on customer experience in terms of consumption emotions, customer satisfaction, and recommendation intention. Knowing that differences in the presence of relational models have a strong influence on customer experience, a second study focuses on finding a possible explanation for the differences in the presence of relational models. We hypothesize that differences in the presence of relational models can be explained by how organizations approach their customers and how customers perceive the organization. Especially, the perceived organizational involvement and freedom of choice as perceived by the customer play an important role. The second study, therefore, focuses on the influence of perceived organizational involvement and freedom of choice on relational models. The study shows that organizational involvement and freedom of choice have a significant impact on the activation of relational models. The findings are interesting for organizations that want to improve customer experience.     

The role of customer gratitude in making relationship marketing investments successful

This paper recognises that customer loyalty is important for many competitive organisations, and that retail firms make investments to build and maintain loyal relationships with their existing and potential customers (e.g. loyalty programs). However, there has been little focus on the mechanisms by which these relationship investments operate to achieve customer loyalty. This paper examines one mechanism, namely customer gratitude, which works to make a firm’s relationship marketing investment a success or a failure. Using data from 1600 undergraduate students, this study empirically confirms the mediating role of customer gratitude between the customers’ perceptions a firm’s relationship marketing investments and customers’ perceptions of the value of the relationship with the firm. Further, a significant moderating effect of perceived benevolence on the relationship between customers’ perceptions a firm’s relationship marketing investments and customer gratitude was identified. For theorists, this customer gratitude model offers a better psychological explanation of how relationship marketing investments operate to improve the value that customers place on their relationships with retailers. Our research suggests that managers should invest resources to stimulate customer gratitude in order to build strong customer–seller relationships.     

Customer perceived value,satisfaction, and loyalty: the role of willingness to share information

This study proposes and tests an integrative model to examine the relationships among customers’ willingness to share information, satisfaction, perceived value, and loyalty in a retailing context. This study extends research on customers’ willingness to share information from trust and privacy concerns toward key outcome measures such as perceived value, customer satisfaction, and loyalty, and is thus among the first to model customers’ willingness to share information with companies in robust theoretical retailing frameworks. The proposed relationships were tested using data from two retailing contexts – groceries (N = 429) and do-it-yourself (DIY) (N = 895). Findings from the two samples suggest that both perceived value and satisfaction are significant determinants of customers’ willingness to share information with a company. Although some differences emerge in the two studies, structural modeling largely supports the hypothesized framework and positions customers’ willingness to share information as an important antecedent of their loyalty intentions and behavior. This study provides practitioners with preliminary insight into the relationship between willingness to share information and perceived value, customer satisfaction, and customer loyalty. This study advances retailing research, as it is one of the few empirical studies investigating the role of customers’ willingness to share information in driving loyalty and its relationship with perceived value and satisfaction in a retailing context.     

Determinants of Mobile Banking Users’ Loyalty

Abstract

In recent years, the banking sector has undergone major changes in the way it serves its customers. Banks have found that customer loyalty is fundamental to strengthening their strategies. The objective of this paper is to identify the variables that have the greatest influence on the loyalty of mobile banking users. A structural equation model of the relationships between the studied variables was developed. The main results indicate that the variables with the greatest influence on mobile banking users’ loyalty are satisfaction, use, and trust. Several conclusions, managerial implications, and possibilities for future studies emerge from these results.     

Formation of Reputation in Business Markets

ABSTRACT

Purpose: This study adopts a relational perspective on reputation. We investigate how relationship characteristics impact a customer’s judgment of supplier reputation. We include characteristics at both the interfirm and interpersonal levels, and we additionally link these characteristics to interfirm trust in order to explore similarities and differences between reputation and interfirm trust.

Methodology/approach: A survey was conducted among firms in the Norwegian offshore oil and gas industry. We assessed the measurement model and tested the hypotheses by applying LISREL.

Findings: The results show that the customer’s dependence on the supplier, common knowledge, and interpersonal trust are positively related to reputation, while opportunism is negatively related to reputation. Reputation is positively linked to interfirm trust, and both reputation and interfirm trust impact the customer’s satisfaction with the supplier.

Research implications: This study sheds light on the role of relational mechanisms in reputation formation. It suggests that reputation primarily consists of cognitive components, while interfirm trust consists of more affective components. Reputation is an important factor in developing interfirm trust.

Practical implications: This study underscores the importance of a firm’s core relationships to customers for developing its reputation. Managers need to carefully develop their relationships to customers in such a way that these relationships are consistent with and confirm the reputation they want to build.

Originality/value: The study supports the view that relational characteristics play important roles in the formation of reputation in business markets.     

There is no dark side of customer aggression − It’s all dark

ABSTRACT

Customer mistreatment is a daily experience of service employees, with a considerable accumulating adverse impact reflected in distress, reduced performance and withdrawal. This paper builds on research addressing the universality of customer aggression and the I3 model which is used to explain aggression, to describe how the combined impact of norms of perfectionism and intensified customer–employee power differentials engender prevalent customer aggression. It is suggested that constant violation of unrealistic expectations threatens customers’ inflated sense of worth. Additionally, because service employees are prevented from both the ‘fight’ and the ‘fight’ reactions to customer aggression, social exchange in the service context does not involve any sanctions for customers. It is recommended that, similar to sexual harassment and organisational bullying, customer aggression should be addressed through legislation requiring organisations to protect their employees.     

Gender-Based Differences in Customer Perceptions of Frontline Employee Performance

Abstract

This study investigates which aspect of a service (core or relational) is more instrumental in inducing higher customer satisfaction and more positive behavioral outcomes among male and female bank customers. A large-scale survey of the customers of a national bank in New Zealand serves as the study setting. Results are presented and their implications to induce greater customer satisfaction and favorable outcomes are discussed. Avenues for future research are offered.     

The Effect of Cultural Distance on International Marketing Strategy: A Comparison of Cultural Distance and Managerial Perception Measures

ABSTRACT

The purpose of this article is to examine whether service convenience increases customer satisfaction that fosters customer loyalty in Indian commercial banks. A cross-sectional study of 352 retail banking customers through questionnaires was conducted. The population of the study is retail urban customers of banks in Rajasthan. Responses are analyzed using structural equation modeling. Dimensions of service convenience are decision convenience, access convenience, transaction convenience, benefit convenience, and postbenefit convenience. Decision convenience was found to influence customer satisfaction more than the other dimensions of service convenience. Customer satisfaction furthers customer loyalty. The article emphasizes the significance of SERVCON on customer satisfaction for the Indian banking sector. The direct impact of SERVCON on customer loyalty is also studied.