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This paper aims to develop a parsimonious and robust formative index for evaluating and measuring the brand relationship quality of automobile brands.

Survey questionnaires were used to collect empirical data from 395 car owners, out of which 362 samples were included in the final analysis. Partial least squares technique was used for index construction.

The empirical findings exhibit that the automobile brand relationship quality (ABRQ) index based on the final set of six indicators effectively captures the conceptual domain of brand relationship quality. In addition, the external validity check affirms positive and significant influence of ABRQ index toward enhancing customer loyalty.

ABRQ index can assist the brand managers and academicians for benchmarking and market strategy formulation while contributing to the limited literature on brand relationship quality. Also, this index having six-indicators can considerably reduce the time and effort of respondents for filling the questionnaires, in turn, improving response rates.

This study represents a novel attempt to formulate a brand relationship quality index using formative measurement indicators, and as per the authors’ knowledge, has not been attempted by prior researchers in this domain.

This study aims to fill this paucity of knowledge by exploring and formulating a formative index to measure the up-to-date quality of online food delivery (DEQUAL). The quality measurements for online food delivery have not been well recognized and even little is known after the COVID-19 outbreak. This study fills this paucity of knowledge by exploring and formulating a formative index to measure the up-to-date quality of online food delivery (DEQUAL).

Owing to the explorative nature and the lack of developed quality theory under the unprecedented COVID-19 pandemic, DEQUAL is conceptualized as a formative construct. This study adopts a mixed-method approach including expert interviews and online surveys to ascertain the underlying structure of DEQUAL.

Using partial least squares structural equation modeling as the analytical method, the results support that DEQUAL is a formative construct with 32 indicators. This study provides a measurement index with robust psychometric properties to assist practitioners in evaluating DEQUAL.

This study contributes a theoretical and empirical-based conceptualization of DEQUAL as a multi-dimensional construct. Supplementing the past studies which commonly applied the reflective approach, this study evinces that the formative approach is also appropriate and thence furnishes the relevance of the formative index in the service management theories.

Practitioners are suggested to apply the validated indicators for service audit and customer relationship management. By systematically monitoring and measuring the online food delivery service quality, restaurants can improve customer satisfaction and loyalty.

This study offers various insights to the service quality literature in the food delivery service context.

This paper aims to respond to claims by Collier and Bienstock and Rossiter that reflective measurement is wrong for internet retailing service quality (IRSQ). The research empirically assesses Rossiter's proposal that the C‐OAR‐SE procedure for index development will generate a more valid way to measure IRSQ than is otherwise available.

C‐OAR‐SE is used to develop a formative IRSQ index. The index is administered to internet shoppers in an online survey. The index is compared with an existing IRSQ scale in terms of content, parsimony, measurement scores and criterion validity.

The scale and index display parity in content, parsimony and measurement scores, while the scale shows higher criterion validity. The results contradict Rossiter's claims and foster doubt regarding the usefulness of C‐OAR‐SE's formative measurement procedures.

IRSQ can be conceptualised as reflective or formative, but C‐OAR‐SE does not necessarily generate a better way to measure the construct. Furthermore, implementing C‐OAR‐SE unearths problems with the procedure.

Multiple variations of IRSQ exist, as well as multiple views on how to measure the variations and differing degrees to which the variations are actually measured. Crucially, the situation is not as bleak as Collier and Bienstock or Rossiter suggest: the literature does offer sound, valid IRSQ measurement scales.

The paper resolves unwarranted criticisms of IRSQ scales, highlights the limitations with some scales, offers the first complete example of using C‐OAR‐SE to develop a new index and lends applied support to theoretical criticisms of C‐OAR‐SE.

The purpose of this paper is to address the gap between management research and management practice by suggesting that, in addition to rigor and relevance, management knowledge should be actionable to be of practical value. To this end, an index for evaluating actionability is proposed and empirically tested.

Based on reflective and formative conceptualizations of actionability and a critical review of both evidence-based management (EBMgt) and evidence-based medicine literature, the authors developed 40 items that would best represent attributes of actionable research. The authors asked 187 management scholars, members of the editorial boards of influential management journals, and practicing managers to rank the extent to which each item was important to their perceptions of research to be actionable in practice. The authors treated actionability as a two-level construct consisting of first-order reflective factors and second-order formative ones.

Using principal component analysis with varimax rotation six factors were extracted, explaining 68 percent of variance in actionability: operationality, which also included items from causality; contextuality; comprehensiveness; persuasiveness, which split into two dimensions of rigor and unbiasedness; and lastly comprehensibility. Using partial least squares analysis, the authors demonstrated that these six factors formatively contribute to an overall index of actionability of management research.

The index offers an empirical measure to advance research on EBMgt by facilitating theory testing in different management contexts.

The developed index promotes EBMgt by providing producers, disseminators, and users of management knowledge with a metric to appraise actionability of management knowledge.

This index is the first theory-based and empirically tested tool for effectively evaluating the practical value of management research.

This study examines the quality of work-life (QoWL) as a formative construct and validates the scale in an Indian context. Taking a cue from the two-factor (Herzberg) theory, the study developed and validated a formative assessment model of QoWL in the current scenario.

Cross-sectional data and a self-administered questionnaire were used to analyze the QoWL scale based on a sample of 841 respondents from IT/ITES, BFSI, CPG and manufacturing sectors. Indicators/items of QoWL were considered a first-order reflective construct, and factors of QoWL were considered second-order formative construct in the study. Embedded two-stage approach was used to assess the antecedent construct in the model in which QoWL was measured with seven formative indicators in stage one, and all the constructs of the QoWL are measured with a single item (Global_QWL, i.e. the essence of all constructs) in stage two.

The study found QoWL as a formative construct with seven significant dimensions; namely, hygiene factors included fairness in compensation (FC), job security (JS), interpersonal relationship (IR), health and wellbeing (HWB), where motivational factors had rewards and career growth (RG), work-life balance (WLB) and learning and development (LD). The study also indicated the strong association of a single item (global_QWL) with all constructs of QoWL. The study findings conceptualize a QoWL as a formative construct within the mentioned sector and can be generalized and extended to other sectors of the economy as well.

Future researchers can take guidance to deal with the formative construct in the development and validation of scale in various topics in the field of HRM. Future researchers can extend the study across cities and different sectors.

In this VUCA world, employees have to be constantly on their toes to ensure their organization remains relevant. In this context, the least organization can do for their employees is to offer a conducive environment and favorable QoWL. This study aims to assist the key decision-makers in applying the QoWL index as a formative construct and aiding them in improving the quality of their decisions.

Researcher believes that applying the QoWL index as a formative construct can aid decision-makers in improving the quality of their decisions by equipping them with relevant inputs and knowledge. Government can focus on the employees' welfare and introduce the current motivational and hygiene factors in the area of quality of life of the Indians.

Formative assessment measurement of QoWL model was validated with the two-factor theory to understand the work environment of India in the private sector across different sectors. The unique finding of the study was a single item (global_QWL) to conclude the QoWL index as a formative construct by redundancy analysis.

Despite the now well developed use of sponsorship linked marketing, there have been few methodological advances in the measurement of sponsorship constructs and outcomes. This paper offers a preliminary development of an activity index for use in the sponsorship marketing context. The activity index seeks to capture the consumer's extended experience with sport (rugby) and considers the relationship of this overall experience to sponsorship-related outcomes of interest. Initial development of the index, based on a convenience sample of 108 people visiting a sports centre, shows promise.

In pharmaceutical marketing, salespeople require promotional instruments to satisfy and retain their customers (physicians), but companies ignore the need because of the costs involved. It appears that the importance of promotional support is understood differently by managers and sales representatives. This study aims at developing a new construct called “promotional support”, as a resource support provided to salespeople to help them satisfy customer needs and achieve sales goals.

A detailed review of literature is followed by in-depth interviews to create items for the construct “promotional support”. Substantive validity is performed for identification of items measuring the construct. To initially validate the measures, a vignette study is performed. Formative index development procedure is followed. Data from a sample of 124 pharmaceutical sales representatives are collected and analyzed.

A formative construct is developed which possesses convergent (redundancy analysis) and nomological validity. The results of post hoc validation tests like confirmatory tetrad analysis and inter-item correlation are satisfactory and confirm the authors’ conceptualization.

The scale requires external validation by testing it with different samples such as managers of pharmaceutical firms.

This study will help managers of pharmaceutical firms gain insights into the role and importance of promotional inputs given to their sales representatives.

This study uses the formative scale development procedure to develop promotional support. This construct can be used to understand the effect of promotional support given to pharmaceutical sales representatives on other constructs, which in turn helps in theory-building.

The purpose of this paper is to test the properties of the well-known three-dimensional adjustment scale, established by Black et al. (1988, 1989), namely, its dimensionality and internal consistency. The theoretical basis of the construct is discussed in relation to formative and reflective measurement approaches.

Two different ways of organizing the adjustment items (random/non-random) were used to assess the internal consistency of the three-dimensional adjustment scale. The quantitative analysis presented is based on survey data from 468 assigned expatriates in Asia that were subjected to an exploratory and confirmatory factor analysis as well as a structural equation modeling – more specifically the multiple indicators multiple causes model (MIMIC).

The study revealed that the adjustment construct is possibly misspecified, especially the general adjustment dimension, that was tested as a formative, not a reflective scale. There is further evidence that the wrong measurement approach skewed the coefficient that connects adjustment to performance, which is the key construct in its nomological network. Moreover, the dimensionality and the internal consistency of the scale are deteriorated to a large extent by randomization of the items. The findings highlight the need for a clear concept definition that would lead to an appropriate operationalization of the construct.

The study is one of the few rigorously testing the properties of a construct that has been used for almost 30 years, thus yielding some novel conclusions about its stability and consistency.

Sport teams not only compete with other teams for the ultimate prize but also for a share of customer mind space. For winning fan loyalty and resultant economic success, management of sport teams need to focus on team-branding, and thus, developing and measuring a team’s brand equity becomes essential, which is the core purpose of this paper.

Current work builds upon previous efforts to develop a reliable and, more importantly, a parsimonious sport team brand-equity (STBE) index, as opposed to the usual multi-dimensional reflective scales, too complicated and not of much use to practitioners.

The authors propose that the STBE index having eight indicators is enough to capture the full domain of the concept and provide a snapshot about the ability of a team’s administration to create strong emotional bonds with its fans.

Apart from demographics of the respondents, an important drawback is that the STBE index is from the perspective of television or online viewers and not those watching live in stadiums. This work contributes to extant sports brand equity literature by proposing a simpler scale made of casual variables, as opposed to reflective scales running into large number of similar items, a first of its kind in this domain. The authors also are able to forward the growing call for developing more of such scales through this effort.

Not only can the present scale be easily used by sport-marketers and researchers, it will be especially useful for marketing managers who want to associate their brands with sport teams, as it affects performance of their own brand.

The work represents a novel effort for developing a team-based brand equity and, to the authors’ knowledge, has not been attempted in this literature before.

The purpose of this paper is to analyse the impact of employee job satisfaction and affective commitment as perceived by customers on customer perceived value, more specifically its benefits dimensions.

A total of 652 panellists from a large Canadian polling firm self-administer a web-based questionnaire. To measure customer perceived value, a formative index is used which contributes to topical literature through a unique methodology. Hypotheses are tested using a structural equation model.

An analysis of the direct, indirect and total effects confirms the unique positive impact of employee job satisfaction and affective commitment, as perceived by customers, on the emotional, social, relationship and epistemic benefits, as well as on the formative index of customer perceived value.

Customer perceptions of employee attitudes (job satisfaction and affective commitment) represent a unique opportunity for banks to differentiate their value proposition in a hypercompetitive market.

This study is the first to consider customer perceptions of employee job satisfaction and affective commitment in relation to a formative index of customer perceived value and its related benefits dimensions.