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Since the publication of Venkatraman and Grant's (1986) article two decades ago, considerably more attention has been directed at establishing the validity of constructs in the strategy literature. However, recent developments in measurement theory indicate that strategy researchers need to pay additional attention to whether their constructs should be modeled as having formative or reflective indicators. Therefore, the purpose of this chapter is to highlight the differences between formative and reflective indicator measurement models, and discuss the potential role of formative measurement models in strategy research. First, we systematically review the literature on construct measurement model specification. Second, we assess the extent of measurement model misspecification in the recent strategy literature. Our assessment of 257 constructs in the contemporary strategy literature suggests that many important strategy constructs are more appropriately modeled as having formative indicators than as having reflective indicators. Based on this review, we identify some common errors leading to measurement model misspecification in the strategy domain. Finally, we discuss some implications of our analyses for scholars in the strategic management field.

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.

The objective of this study is to investigate how country risk, different political actions from the government and bureaucratic behavior influence the activities in industry supply chains (SCs) in emerging markets. The main objective of this study is to investigate the influence of these external stakeholders’ elements to the demand-side and supply-side drivers and barriers for improving competitiveness of Ready-Made Garment (RMG) industry in the way of analyzing supply chain. Considering the phenomenon of recent change in the RMG business environment and the competitiveness issues this study uses the principles of stakeholder and resource dependence theory and aims to find out some factors which influence to make an efficient supply chain for improving competitiveness. The RMG industry of Bangladesh is the case application of this study. Following a positivist paradigm, this study adopts a two phase sequential mixed-method research design consisting of qualitative and quantitative approaches. A tentative research model is developed first based on extensive literature review. Qualitative field study is then carried out to fine tune the initial research model. Findings from the qualitative method are also used to develop measures and instruments for the next phase of quantitative method. A survey is carried out with sample of top and middle level executives of different garment companies of Dhaka city in Bangladesh and the collected quantitative data are analyzed by partial least square-based structural equation modeling. The findings support eight hypotheses. From the analysis the external stakeholders’ elements like bureaucratic behavior and country risk have significant influence to the barriers. From the internal stakeholders’ point of view the manufacturers’ and buyers’ drivers have significant influence on the competitiveness. Therefore, stakeholders need to take proper action to reduce the barriers and increase the drivers, as the drivers have positive influence to improve competitiveness.

This study has both theoretical and practical contributions. This study represents an important contribution to the theory by integrating two theoretical perceptions to identify factors of the RMG industry’s SC that affect the competitiveness of the RMG industry. This research study contributes to the understanding of both external and internal stakeholders of national and international perspectives in the RMG (textile and clothing) business. It combines the insights of stakeholder and resource dependence theories along with the concept of the SC in improving effectiveness. In a practical sense, this study certainly contributes to the Bangladeshi RMG industry. In accordance with the desire of the RMG manufacturers, the research has shown that some influential constructs of the RMG industry’s SC affect the competitiveness of the RMG industry. The outcome of the study is useful for various stakeholders of the Bangladeshi RMG industry sector ranging from the government to various private organizations. The applications of this study are extendable through further adaptation in other industries and various geographic contexts.

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.

Purpose – This chapter presents a framework useful in conducting multicountry marketing and advertising research. For the purpose of illustrating the series of steps involved in conducting such investigations, a six-country study examining global consumer culture positioning (GCCP) is presented. The suggested steps are relevant for the exploration of a wide variety of marketing- and advertising-related topics.

Methodology/approach – Steps essential to a well-planned research design are addressed in detail, including: theory identification, stimuli selection, hypotheses formulation, measurement development, country selection, fictitious ad development, survey design, cross-national data equivalence, and hypotheses testing. Particular attention is given to construct specification (in this case for soft-sell and hard-sell advertising appeals) and fictitious ad development. General consumers in six countries responded to the ads. Specific procedures for validating formative constructs and testing their cross-country equivalency are suggested.

Findings – The chapter provides practical recommendations for conducting cross-cultural research. These recommendations are likely to prove useful to both researchers conducting multicountry investigations, and to instructors teaching graduate-level courses in international marketing and advertising research.

Originality/value of paper – Multicountry research requires a series of challenging decisions. Although a well-planned research design is particularly essential in a cross-cultural setting, little attention has been given in providing researchers and instructors with methodological recommendations. This chapter is intended to be a useful reference for these audiences.

Social entrepreneurs who use market mechanisms to solve wicked problems (Rittel & Webber, 1973) may benefit from practices based on design thinking. Design thinking offers approaches to work iteratively on both problem and solution spaces collaboratively with multiple diverse stakeholders, which is characteristic of innovating for social change. This research conceptualizes designing as a construct formed by three practices: making improvements, generating creative leaps, and problem-solving. Using Boland and Collopy’s (2004) conception of a sense-making manager, it proposes “how” nascent social entrepreneurs take actions and also proposes “what” specific activities they undertake for the development of the venture. A conceptual model proposing “what” it is that social entrepreneurs do and “how” they go about their activities affecting new venture development is tested using structural equation modeling. Preliminary support for the predictive capability of the model is encouraging, suggesting that practices based on design thinking may be further developed in order to advance theoretical understanding of the application of design thinking for social entrepreneurship.

This chapter reviews the methods available to hospitality and tourism researchers to perform moderation analysis with continuous variables in partial least squares structural equation modeling (PLS-SEM), with the objective of enhancing understanding and encouraging the use of these techniques in future papers. The product term method is presented first, followed by an empirical example/application in the context of hospitality and tourism. Two extensions, namely the two-stage approach that can help cope with formative and higher-order constructs, and the orthogonalizing approach that can help generate more accurate results and overcome multicollinearity among tourism variables in the presence of a continuous moderator variable, are then presented and discussed. The chapter concludes by presenting guidelines and recommendations for improving the use of interaction effects in analyses of tourism variables, as well as highlighting ongoing developments in both the product term method and PLS-SEM software.

This study explores auditors’ professional attitudes and behaviours. It tests the influence of public interest commitment, independence enforcement beliefs and organisational ethical culture on auditors’ acceptance of and engagement in practices that compromise their objectivity. The study is based on survey responses of 122 Spanish auditors. To analyse the combined effect of the variables under study, variance-based structural equation modelling (partial least squares, PLS) was employed. The results suggest that the regulatory efforts to improve auditors’ behaviours by enforcing independence rules have been internalised by auditors. The results also reinforce the need to instil the societal responsibilities of professional auditors, since auditors’ public interest commitment is related to their ethical decision making. Furthermore, this study reveals that firms’ ethical cultures influence auditors’ commitment to the public interest, as well as their ethical decision making. The study raises practical implications for auditing professionals, regulators and audit firms. Understanding auditors’ beliefs and behavioural patterns is critical to proposing mechanisms that enhance their ethical behaviours, which could ultimately enhance audit quality. The chapter contributes to the field by analysing the combined effect of the regulatory framework and organisational context on auditors’ professional values and behaviours.

The importance of customer satisfaction as a critical success factor has been recognized by practitioners and academics for several years now. Although customer satisfaction plays an important role in industrial markets due to their special characteristics, most researchers focus on consumer goods or services, leaving industrial goods fairly uncovered. In order to give manufacturers of industrial goods well-founded recommendations on how to reach a high level of satisfaction, the main drivers of customer satisfaction have to be revealed. The identification of these drivers is the primary goal of this study. Taking into account that there has been a change of paradigms in scale development we created a state-of-the-art questionnaire consisting of 15 constructs to be measured with 52 items, which was administered to respondents in 12 countries worldwide. The drivers’ analysis using Partial-Least-Squares (PLS) reveals a lot of penalty-services, whereas only the quality of machines and the quality of quotations offer a significant chance on increasing customer satisfaction, therefore disagreeing with previous results.