Robotic service quality – Scale development and validation

Viewing robots as service agents that provide services to customers for value exchange, the study developed a scale to measure robotic service quality. The scale underwent several stages of development including item generation, domain specification, scale refinement, and validity testing, including internal and external cross validation. A range of methods were used in this process. Data were collected from Australia, China, and Vietnam to test external validity. Four dimensions were identified to represent robotic service quality. Development of this scale has implications for artificial intelligence and service research. The scale can be used by practitioners to enhance customer experience and generate positive attitudinal and behavioural responses from customers.     

A more comprehensive understanding and measure of customer helping behavior

We develop a more comprehensive measure of discretionary, extra-role behaviors that customers engage in to help a company. While customer helping behaviors have been studied previously, attempts to develop valid measures have been limited. We use the validation process for the Organizational Citizenship Behavior scale as a model to develop and validate a new scale measuring a comprehensive range of customer helping behaviors. We identify multiple dimensions of customer helping behaviors that are engaged in by the same customers, driven by the same antecedents, and collectively form a helping behaviors scale. Using student samples and customers of a non-profit organization, we demonstrate a consistent scale structure, reliability, and nomological and external validity. We present two variations of the scale, one for for-profit companies and one for non-profit organizations. This scale is intended to be used as a dependent behavioral measure to enable researchers to capture multiple customer helping behaviors.     

Measuring experienced emotions during service recovery encounters: construction and assessment of the ESRE scale

The role of emotions is increasingly gaining attention as a central element in understanding customer evaluations of service failure and recovery experiences. Despite the importance of emotions for service organizations, however, empirical investigations of customers’ emotional response to service recovery encounters remain scarce. A reason for this has been the absence of a valid and reliable measurement instrument for analyzing and comparing the emotions associated with different recovery experiences. Addressing this issue, the current paper presents the development and validation of a new scale specifically designed to measure experienced emotions during service recovery encounters (ESRE). The results show that the ESRE scale is a valid and reliable instrument, which should be helpful for empirically studying the role of emotional responses to service failure and recovery encounters.

Assessing the Self-service Technology Encounters: Development and Validation of SSTQUAL Scale

Self-service technologies (SSTs) have enhanced the role technology plays in customer interactions with firms, yet instruments that systematically measure the service quality of SSTs from the perspective of customers remain underdeveloped. Based on psychometric scale development approaches, this study conceptualized, constructed, refined, and tested a multiple-item scale that examined key factors influencing SST service quality. Through qualitative and quantitative studies in four separate phases, a 20-item seven-dimension SSTQUAL scale was developed that includes functionality, enjoyment, security, assurance, design, convenience, and customization. The scale demonstrates sound psychometric properties based on findings from various reliability and validity tests as well as vigorous scale replications across industries and consumer traits using several different samples. The utility of the proposed scale is discussed for implications, limitations and future research.     

e-SELFQUAL: A scale for measuring online self-service quality

The measurement of online self-service quality has become increasingly crucial as firms deliver an expanding array of services through their Web sites. Substantial research examines online services using salient scales primarily developed for personnel-orchestrated, face-to-face services; several recently developed scales that target online services focus on important information and/or system characteristics but do not consider e-retailers' fundamental roles holistically. The reported research synthesizes relevant previous research and proposes a conceptual framework to examine the quality of online self-services in e-retailing. The proposed framework then guides a scale development effort that includes a series of pilot and validation studies. The resulting scale, e-SELFQUAL, provides a means for examining the relationships between online service quality and customer satisfaction, as well as loyalty in e-retailing. This study has several important implications for research and business practice.     

Postservice Recovery Customer Satisfaction in Indian Retail Banking: Scale Development and Validation

The construct of postservice customer satisfaction with respect to Indian retail banking has been studied. Furthermore, the development and validation of the postservice recovery customer satisfaction scale in Indian retail banking is detailed. The scale development process was carried out over three stages (item generation, scale purification, scale validation) and comprised of conducting depth interviews and focus groups for item generation and three separate phases of data collection, involving a total of 851 individual respondents. The data provide evidence for face, content, discriminant and convergent validity, dimensionality, reliability, and generalizability of the customer satisfaction scale in Indian retail banking.     

Development and validation of the Personal Nostalgia Scale

This research conducts five studies and uses 1185 respondents to develop and validate a six-item, seven-point Likert scale capable of measuring a personal nostalgia response to an advertisement. Traditional forms of scale development and a variety of experimental conditions are undertaken to develop and validate the scale. Statistical techniques include t-tests, correlation, regression, confirmatory factor analysis and a multitrait–multimethod matrix. This research fulfils a significant gap in the current knowledge as the current scales neither distinguish between the distinct types of nostalgia nor measure personal nostalgia as a response to advertising independently of other reactions. This is despite personal nostalgia being considered as a distinct form of nostalgia with a suggested differing influence on a number of important consumer behaviour responses. The scale has implications for researchers undertaking future studies exploring personal nostalgia's influence on consumer behaviour reactions. Nostalgia is also a commonly used and has effective advertising appeal, and this research provides practitioners with a parsimonious instrument to measure the level of personal nostalgia experienced as a result of advertising exposure. This assists in ensuring accuracy when predicting consumer reactions.     

Marketing flexibility measurement scale: conceptualization,development and nomological validation

The purpose of the study is to conceptualize, develop, and validate the marketing flexibility measurement scale for automobile companies. Development of measure starts with operational definition of the construct followed by generation of items and their content validation. Quantitative analysis, as per laid out procedure of scale development, is conducted for item refinement and reliability assessment. Both exploratory and confirmatory factor analyses are used in step-wise manner for the development of scale. A 26-item AUTOFLEX scale emerged after analysis showed good reliability, and provided evidence of content, convergent, and discriminant validity. Further, AUTOFLEX scale was assessed for its nomological validity by establishing its correlation with measure of market orientation. Study discusses managerial implications and future scope toward the end.     

Brand fidelity: Scale development and validation

The goal of this research is to develop and validate a multi-dimensional scale measure of brand fidelity. This paper reports the rigorous process of scale development, through two separate studies involving 592 US consumers. Study 1 involves scale item generation, content validation and scale purification, while Study 2 involves a two-wave data collection method, evaluating the refined brand fidelity scale within a nomological network of relationships. The results demonstrate the 20-item brand fidelity scale to have strong construct validity as a first-order reflective, second-order formative scale. The findings suggest that if consumers engage in the behaviours/cognitions (as defined within the brand fidelity scale), then consumer/brand relationships are likely to be stable and predictable; are likely to endure the ravages of time; and, importantly, are likely to remain monogamous. For practitioners, the overall brand fidelity score can be used to track brand performance over time and for industry benchmarking purposes. Additionally, the measured brand fidelity dimensions provide specific direction upon which remedial marketing action can be implemented.     

Development and validation of a firm-level vertical and horizontal internationalization metric

The lack of valid and reliable measures of firm-level vertical and horizontal internationalization is impeding the development and testing of hypothesized relationships between these respective dimensions of internationalization and a range of important MNE characteristics, actions, and effects. Through a series of qualitative and quantitative studies using data collected from senior MNE executives (total N?=?3,146), we develop and validate a scale to measure both vertical and horizontal firm-level internationalization. Subscales for each type of internationalization prove to be unidimensional, reliable, temporally stable, and to have predictive, cross-cultural, cross-sectoral, and discriminant validity.     

Desire for Visual Aesthetics (DVA) in the Store Environment: Concept and Measurement

The article describes the development, purification, and validation of a reliable self-report scale designed to measure the Desire for Visual Aesthetics (DVA) in the store environment. There is limited literature on the subject and a measurement scale has eluded both academicians and practitioners that could help measure the need for aesthetics in the retailing environment and help marketers decide on the level and type of aesthetics for the different segments in the target market/s and also the different type of retail stores. We used 3 focus groups, 8 individual interviews, and 891 surveys to develop, purify, and validate the 9-item Likert type scale. We also provide evidence for dimensionality, reliability, and validity. The scale could be used by academicians and practitioners alike, and could replace single items to measure the concept.     

Employee Motivation to Co-Create Value (EMCCV): Construction and Validation of Scale

Value Co-Creation (VCC) is an emerging concept that has vast applications in theory and practice. Though previous research has provided enough insights on the customers' role in VCC, relatively less research exists on employee motivation to co-create value (EMCCV) with customers. Among other reasons for such less empirical investigations, one is the unavailability of measurement scale for EMCCV. Therefore, the drive of this study is to conceptualize, develop, and validate a scale to measure EMCCV. Drawing from the expectancy theory and adapting the standard scale development procedure, this study develops EMCCV as a higher-order construct that constitutes four dimensions namely professional identity, financial motives, recognition motives, and career opportunities motives measured by 17 items. The measurement scale is developed in the context of automotive service centers; however, it has a broader application on the frontliners of all service industries and can be adapted in other service-oriented contexts. The scale is tested in a theoretical framework and has provided sound reliability, convergent, discriminant, and nomological validity.     

Scale modification: alternative approaches and their consequences

Important marketing scales such as SERVQUAL are often adapted for use in a particular applied/theory-testing context and/or refined using some statistical method, assuming the resultant scale will have improved psychometric properties for a particular application. However, little attention has been paid to the consequences of how scale modifications are made, the criteria that are used to assess how well a modified scale performs, and whether scale modification is in fact worthwhile. To investigate these issues, we review approaches to scale modification, select an influential marketing scale and use context, and then examine the effects of the different scale modification approaches on which items are included in the refined scale. We then cross-validate the psychometric performance of the resulting scales using criteria that reflect the multiple purposes to which a scale can be applied. The results show approaches that leads to a more reliable scale for one purpose (e.g., segmentation) can be far less adequate for another purpose (e.g., benchmarking).     

A scale for measuring advertisement-evoked mental imagery

This study reports on the formulation and validation of a multidimensional scale designed to measure the properties of advertisement-evoked mental imagery. The scale was developed using (1) procedures suggested by psychometrics researchers, (2) three separate subject samples and (3) 55 advertisements drawn from print, radio and television media. The scale designed to measure imagery vividness, quantity, valence and sensory modality, exhibited reliability as well as discriminant, nomological and criterion validity. The analyses revealed that the dimensionality of the scale is stable whether the advertising medium is print, radio or television.     

International entrepreneurial capability: The measurement and a comparison between born global firms and traditional exporters in China

This study presents the development and application of a new measure of international entrepreneurial capability. The data were collected from manufacturing firms in China, both traditional exporters and born global firms. Five key dimensions of international entrepreneurial capability were identified from the capability and entrepreneurship literature. After scale purification and validation, this new measure was used to examine the relationship between international entrepreneurial capability and global market performance. Born global firms are statistically different from traditional firms along three dimensions: international learning capability, international networking capability, and international experience. Implications and future research directions are then provided.     

Seamless experience in the context of omnichannel shopping： scale development and empirical validation

In recent years, delivering a superior seamless experience (SE) for customers has become one of the most crucial aspects of omnichannel marketing for omnichannel retailers. However, research lacks a common understanding of what the SE is and how customers evaluate the SE throughout their omnichannel shopping journeys, and the effects of the SE on important customer behaviors remain unexplored. Drawing on omnichannel customer experience research, following the scale development process, this research conceptualize and develop a scale to measure the SE construct. Building on the customer experience quality framework, this research further examines the effects of customers’ prior SE on repurchase intention, word of mouth (WOM), and customer influence behavior in the omnichannel shopping context. The SE scale is developed and validated by performing 15 semi-structured interviews, 62 open-ended questionnaires, and three online surveys with 884 useable respondents in total. The effects of SE are then validated via partial least squares modeling with 307 useable respondents. The findings confirm that the SE construct is a formative second-order construct composed of six reflective first-order dimensions. Our empirical findings indicate that the overall SE has a direct and significant impact on the foregoing three customer behaviors. Managers can use the SE scale as an effective omnichannel approach to design a seamless shopping journey and maintain long-term relationships with customers.     

Building value with packaging: Development and validation of a measurement scale

In the absence of studies that include holistically all the current functionalities of packaging, this research develops and validates at confirmatory level a third-order scale for measuring the functional value of packaging. The measure accounts for protection, convenience, portability & storage, information, branding, engagement, sustainability and economy and considers active and intelligent functions. The psychometric properties of the scale are analysed in a total of 5 studies. Results indicates that protection, sustainability and information are the most relevant functions. This scale amounts to a useful tool that can serve as a framework for managers in numerous sectors.     

Measurement of Modern and Traditional Self-Concepts in Asian Transitional Economies

This article describes the development and validation of a new consumer self-concept scale created for use in Confucian societies whose economies formerly were centrally planned but are now moving toward a free-market system. Traditional self and modern self are proposed to be the two subconstructs of the perceptions of self. The empirical work involved with the scale development and validation using data from Vietnam and China are presented. Managerial implications and future research directions are also discussed in this article.     

Cross-linguistic validation of a unidimensional scale for cosmopolitanism

Consumers' positive dispositions relating to foreign countries, cultures, and products are an important yet under-researched topic, compared against the volume of research on consumers' negative dispositions towards the same. Cosmopolitanism, conceptualized as a general dispositional orientation reflecting an affinity for cultural diversity and the proclivity to master it, garners increasing attention as a variable for international market segmentation. Empirical studies on cosmopolitanism are scarce, principally due to the absence of scale demonstrating sufficient cross-cultural validity across languages. This research reports on such a validation, across four countries and five languages. Psychometric evaluations entailed a number of techniques, including multigroup confirmatory factor analysis. The results largely confirm the cross-lingual applicability of the cosmopolitanism scale.     

The development and validation of a scale to measure perceived value of mobile commerce (MVAL-SCALE)

Mobile commerce (m-commerce) has unique characteristics that differentiate it from in-store and electronic commerce (e-commerce) in several aspects. Therefore, existing customer perceived value (CPV) scales developed for conventional business contexts may not thoroughly capture the CPV of m-commerce (M-VAL). Although a significant and increasing body of literature examined the benefits and costs of mobile shopping, extant literature revealed that no studies had operationalised all of the essential facets to measuring M-VAL. In order to address this gap, this research reported on four studies and generated a scale to encapsulate the holistic approach of M-VAL. A 25 item M-VAL scale was developed through a rigorous scale construction and validation process. The findings showed that M-VAL is a multidimensional, second order, and reflective construct consisting of three primary dimensions and nine sub-dimensions. The M-VAL dimensions are specifically derived as utilitarian value (information value, economic value, and convenience value), interaction value (interface value, visual value, gamification value, and customisation value) and credibility value (system credibility value and social credibility value). The nine sub-dimensions can be concluded as distinct from the dimensions in earlier models in various aspects and are consistent with the unique nature of m-commerce. Notably, the study developed the CPV scale especially for m-commerce, taking into account several elements that differentiated m-commerce from in-store and e-commerce.