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Most empirical balanced scorecard (BSC) studies have shown a tendency to wrongly employ reflective indicators instead of the more theoretically suitable formative indicators. However, formative indicators are difficult to apply due to the lack of statistical software support and a standardized model testing method. The paper aims to discuss these issues.

This study empirically compares the reflective and formative measurement method with standardized model comparison criteria. After collecting 217 valid questionnaires from companies in South Korea, the authors applied a structural equation modeling technique to analyze the data.

The result shows that the formative measure provides greater validity for the corporate performance measurement using BSC. Further, this study shows the indicators’ relative influence on each BSC perspectives using the formative measure.

This study proved the usefulness of the formative measure analysis method and suggested its practical use, focusing on the indicators most useful in developing corporate strategies. In addition, the authors showed that formative indicators could be used in the corporate environment by overcoming the limitations of conventional studies that were confined to causal relationships with latent variables.

This study may be the pioneering work that compares formative and reflective indicators simultaneously, addressing the usefulness of formative measurement and its application validity in the existing empirical studies using reflective measurements.

In an ongoing War for Talent, what are the intangible and tangible return on investments (ROIs) for boundary-spanning employees? This study aims to develop a formative structural equation model (SEM) of the Matthew effect in talent. management.

This study develops a formative SEM theoretical model. Training and development (T&D) are the two antecedents of the latent construct – talent management strategy (TMS). This study frames the latent construct (TMS) in the proximal context of reducing burnout (cynicism and inefficacy), the distal context of subjective and intangible outcomes (job and life satisfaction) and the omnibus context of objective, tangible and financial rewards (the sales commission). The study collected data from multiple sources – objective sales commission from personnel records and subjective survey data from 512 sales employees.

The empirical discoveries support the theory. Both T&D contribute significantly to the TMS, which reduces burnout in the immediate context. TMS enhances job satisfaction more than life satisfaction in the distal context. TMS significantly and indirectly improves boundary spanners’ sales commission in the omnibus context via life satisfaction, but not job satisfaction. The model prevails for the whole sample, men, but not women.

Our discoveries offer practical implications for the Matthew effect in talent management: policymakers must cultivate T&D, develop TMS, facilitate the spillover effect from job satisfaction to life satisfaction, concentrate on the meaning in their lives and take their mind off money. TMS ultimately helps ignite these boundary spanners’ sales commission and their organization’s bottom line and financial health. The rich get richer.

It is life satisfaction (not job satisfaction) that excites boundary-spanning employees’ high level of sales commission. Our model prevails for the whole sample and men, but not for women. Job satisfaction spills over to life satisfaction for the entire sample, for men, but not for women. The results reveal gender differences.

The purpose of this study is to examine role stress over the course of an alliance between supply chains. This study examines ambiguity as antecedent to multiple organisational outcomes.

This study subsequently uses a time series design that uses a close replication of the authors’ initial study. The design affords the opportunity to examine the dynamics associated with the evolution of the alliance.

This study recognises that the relationships developed by collaborating firms are enacted by downstream entrepreneurs in the supply chain, yet this observation is rarely incorporated into interfirm research. The authors illustrate that the alliances have a significant downstream influence on operations at the retail level.

This longitudinal research has the potential to reduce common method variance and enhance causal inference. The second limitation concerns the simultaneous collection of the predictor and criterion variables. The third limitation is the use of single informants as the primary vehicle for the analysis of the theoretical model when prior research indicates that multiple informants offer enhanced reliability and validity.

The findings contribute to the management theory of business entrepreneurship and strategic alliances and research on supply chains.

This study underscores the need to examine alliances via time series. Research that attempts to generalise from data collected at a single point in time is unlikely to be able to capture the dynamics associated with the development of a joint venture and offers limited opportunity to make inferences about the causal order of relationships. The model based on longitudinal data reveals that the stage of an alliance influences the level of vertical control and ambiguity and the effect of control on role ambiguity.

The purpose of this paper is to examine the constituents of personal discretionary non-work activities and their influence on the work values ethic (WVE).

The constituents of personal discretionary non-work activities and their relationship to the WVE for 1,349 employees drawn from three manufacturing companies were surveyed. The data was used to test a measure of WVE, to develop a valid measure of personal discretionary non-work activities and to test a model of the relationship between personal discretionary non-work activities and a WVE.

Data obtained from the survey enabled the identification of a valid measure of personal discretionary non-work activities and the components that made up this measure. A measure of WVE was shown to be both valid and reliable, and a model of the relationship between personal discretionary non-work activities and WVE was tested.

A positive relationship between personal discretionary non-work activities and WVE was identified. However, the study was not designed to investigate motivations and such relationships should be the subject of future research.

Personal discretionary non-work activities were shown to be of importance for a major proportion of the study’s respondents and to contribute to the employees’ work ethic.

The study has extended the non-work and work literature and has identified a formative non-work measure that was able to be tested in an overall model.

This study aims to investigate pre‐complaint situations and has a threefold purpose: to identify a set of negative emotions experienced in unfavourable service experiences, to examine the patterns of these negative emotions and to link these negative emotions to complaint behaviour.

To fulfil the threefold purpose previously outlined, the study uses a combination of qualitative and quantitative methodologies. A critical incident technique is applied. The empirical data are derived from 25 in‐depth interviews and the results of a questionnaire survey of 3,104 respondents.

A total of 20 observed negative emotions are reduced to a second‐order construct with five latent categories of negative emotions: shame, sadness, fear, anger and frustration. These categories coincide with three categories of negative emotions in the agency dimension: other‐attributed, self‐attributed and situational‐attributed. The study finds that the negative emotion of frustration is the best predictor for complaint behaviour towards the service provider.

The results are limited by the fact that the data are entirely self‐reported. Moreover, the generalisabilty of the results is limited by the fact that the findings relate to one service industry in one country.

The study provides a comprehensive conceptual understanding of both pre‐complaint negative emotions and how these emotions affect customer complaint behaviour.

This study aims to develop and test a new formative theory of coping intelligence (CI). It asserts that problem- and emotion-focused coping strategies contribute differently to the overall CI latent construct, which, in turn, relates to three outcome variables – job satisfaction, life satisfaction and sales commission.

The study collected data from multiple sources: survey data from 452 boundary-spanning salespeople and sales commission from a company’s personnel record. It then investigated the goodness of fit between the study’s theoretical SEM model and empirical data.

Problem-focused coping and emotion-focused coping strategies, respectively, define CI positively and negatively. This, in turn, is related to high levels of job satisfaction, life satisfaction and sales commission. After controlling for gender and sales commission, results remain significant. Commission is related to satisfaction. Gender (male) is negatively related to emotion-focused strategy, but positively related to commission. Males have higher sales commission than females, yet both genders have similar life and job satisfaction.

Problem-focused coping contributes to life satisfaction, job satisfaction and sales commission, but emotion-focused coping undermines them. Researchers and policymakers need to develop training programs, promote problem-focused coping strategies and help them improve life satisfaction, job satisfaction and sales commission, for females, in particular.

CI is more related to job satisfaction and life satisfaction than to commission. The study’s concurrent validity demonstrates that CI improves sales commission (objective data) and employee satisfaction. It pays to improve CI.

Information and communications technology (ICT) offers enormous opportunities for individuals, businesses and society. The application of ICT is equally important to economic and non-economic activities. Researchers have increasingly focused on the adoption and use of ICT by small and medium enterprises (SMEs) as the economic development of a country is largely dependent on them. Following the success of ICT utilisation in SMEs in developed countries, many developing countries are looking to utilise the potential of the technology to develop SMEs. Past studies have shown that the contribution of ICT to the performance of SMEs is not clear and certain. Thus, it is crucial to determine the effectiveness of ICT in generating firm performance since this has implications for SMEs’ expenditure on the technology. This research examines the diffusion of ICT among SMEs with respect to the typical stages from innovation adoption to post-adoption, by analysing the actual usage of ICT and value creation. The mediating effects of integration and utilisation on SME performance are also studied. Grounded in the innovation diffusion literature, institutional theory and resource-based theory, this study has developed a comprehensive integrated research model focused on the research objectives. Following a positivist research paradigm, this study employs a mixed-method research approach. A preliminary conceptual framework is developed through an extensive literature review and is refined by results from an in-depth field study. During the field study, a total of 11 SME owners or decision-makers were interviewed. The recorded interviews were transcribed and analysed using NVivo 10 to refine the model to develop the research hypotheses. The final research model is composed of 30 first-order and five higher-order constructs which involve both reflective and formative measures. Partial least squares-based structural equation modelling (PLS-SEM) is employed to test the theoretical model with a cross-sectional data set of 282 SMEs in Bangladesh. Survey data were collected using a structured questionnaire issued to SMEs selected by applying a stratified random sampling technique. The structural equation modelling utilises a two-step procedure of data analysis. Prior to estimating the structural model, the measurement model is examined for construct validity of the study variables (i.e. convergent and discriminant validity).

The estimates show cognitive evaluation as an important antecedent for expectation which is shaped primarily by the entrepreneurs’ beliefs (perception) and also influenced by the owners’ innovativeness and culture. Culture further influences expectation. The study finds that facilitating condition, environmental pressure and country readiness are important antecedents of expectation and ICT use. The results also reveal that integration and the degree of ICT utilisation significantly affect SMEs’ performance. Surprisingly, the findings do not reveal any significant impact of ICT usage on performance which apparently suggests the possibility of the ICT productivity paradox. However, the analysis finally proves the non-existence of the paradox by demonstrating the mediating role of ICT integration and degree of utilisation explain the influence of information technology (IT) usage on firm performance which is consistent with the resource-based theory. The results suggest that the use of ICT can enhance SMEs’ performance if the technology is integrated and properly utilised. SME owners or managers, interested stakeholders and policy makers may follow the study’s outcomes and focus on ICT integration and degree of utilisation with a view to attaining superior organisational performance.

This study urges concerned business enterprises and government to look at the environmental and cultural factors with a view to achieving ICT usage success in terms of enhanced firm performance. In particular, improving organisational practices and procedures by eliminating the traditional power distance inside organisations and implementing necessary rules and regulations are important actions for managing environmental and cultural uncertainties. The application of a Bengali user interface may help to ensure the productivity of ICT use by SMEs in Bangladesh. Establishing a favourable national technology infrastructure and legal environment may contribute positively to improving the overall situation. This study also suggests some changes and modifications in the country’s existing policies and strategies. The government and policy makers should undertake mass promotional programs to disseminate information about the various uses of computers and their contribution in developing better organisational performance. Organising specialised training programs for SME capacity building may succeed in attaining the motivation for SMEs to use ICT. Ensuring easy access to the technology by providing loans, grants and subsidies is important. Various stakeholders, partners and related organisations should come forward to support government policies and priorities in order to ensure the productive use of ICT among SMEs which finally will help to foster Bangladesh’s economic development.

To grow, any field of research must both encourage newcomers to work within its boundaries, and help them learn to conduct excellent research within the field’s parameters. This paper aims to examine whether the existing body of neuromarketing literature can support such growth. Specifically, the authors attempt to replicate how a newcomer to the field of neuromarketing would go about orienting themselves to the field and learn how to conduct excellent neuromarketing research.

A total of 131 papers, published in the areas of “neuromarketing” and “consumer neuroscience” were downloaded and then identified as conceptual or empirical in nature. A separate database was created for each type of research paper and information was recorded. For both conceptual and empirical papers, the citation details, notably year of publication, journal, journal ranking and impact factor were recorded. Papers were then descriptively analysed with regards to number of publications over the years, content and journal quality.

It is found that interest in the field is growing, with a greater variety of topics and methods appearing year on year. However, the authors also identify some issues of concern for the field if it wishes to sustain this growth. First, the highly fragmented literature and the lack of signposting makes it very difficult for newcomers to find the relevant work and journal outlets. Second, there is a lack of high-quality, user-oriented methodological primers that a newcomer would come across. Finally, neuromarketing as it appears to a newcomer suffers from a lack of clear guidance on what defines good vs bad neuromarketing research. As a large majority of the reviewed papers have appeared in lower-ranked journals, newcomers might get a biased view on the acceptable research standards in the field.

The insights from the analysis inform a tentative agenda for future work which gives neuromarketing itself greater scientific purpose, and the potential to grow into a better-established field of study within marketing as a whole.

In recent years, the use of structural equation modeling (SEM) has become widespread in tourism and hospitality research. Because there are two different approaches to SEM (i.e., covariance-based SEM and variance-based, partial least squares SEM), this brings challenges for researchers about which SEM to use and what to report in each SEM approach. Therefore, the purpose of this chapter is to discuss the differences between CB-SEM and PLS-SEM and to provide comprehensive guidelines for researchers on how to apply each SEM. Within this context, the authors first briefly summarize the fundamentals and advantages of using SEM. Then, the authors explain in detail the major issues that should be considered when selecting between CB-SEM and PLS-SEM. Finally, to ensure rigorous research practices, the authors provide step-by-step guidelines for the application of both CB-SEM and PLS-SEM.

The research practice in management research is dominantly based on structural equation modeling (SEM), but almost exclusively, and often misguidedly, on covariance-based SEM. The purpose of this paper is to question the current research myopia in management research, because the paper adumbrates theoretical foundations and guidance for the two SEM streams: covariance-based and variance-based SEM; and improves the conceptual knowledge by comparing the most important procedures and elements in the SEM study, using different theoretical criteria.

The study thoroughly analyzes, reviews and presents two streams using common methodological background. The conceptual framework discusses the two streams by analysis of theory, measurement model specification, sample and goodness-of-fit.

The paper identifies and discusses the use and misuse of covariance-based and variance-based SEM utilizing common topics such as: first, theory (theory background, relation to theory and research orientation); second, measurement model specification (type of latent construct, type of study, reliability measures, etc.); third, sample (sample size and data distribution assumption); and fourth, goodness-of-fit (measurement of the model fit and residual co/variance).

The paper questions the usefulness of Cronbach's α research paradigm and discusses alternatives that are well established in social science, but not well known in the management research community. The author presents short research illustration in which analyzes the four recently published papers using common methodological background. The paper concludes with discussion of some open questions in management research practice that remain under-investigated and unutilized.