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The study explored various dimensions of overconfidence bias (OB) among retail investors in Indian financial markets. Further, these dimensions were validated through formative assessments for OB.

The study applied exploratory factor analysis (EFA) to 764 respondents to explore dimensions of OB. These were validated with formative assessments on 489 respondents by the partial least square path modeling (PLS-PM) approach in SmartPLS 4.0 software.

The major findings of EFA explored four dimensions for OB, i.e. accuracy, perceived control, positive illusions and past investment success. The formative assessments revealed that positive illusions followed by past investment success among retail investors played an instrumental role in orchestrating the OBs that affect investment decisions in financial markets.

The formative index of OB has several practical implications for registered financial and investment advisors, bank advisors, business media companies and portfolio managers, besides individual investors in the domain of behavioral finance.

This research provides a novel approach to provide a formative index of OB with four dimensions. This formative index can acts as an overview for upcoming researchers to investigate the OB of retail individual investors.

1. Overconfidence bias is an important predictor of retail investors' behavior

2. Formative dimensions of the overconfidence bias index.

3. Accuracy, perceived control, positive illusions and past investment success are important dimensions of overconfidence bias.

4. Modern portfolio theory and illusion of control theory support this study.

Overconfidence bias is an important predictor of retail investors' behavior

Formative dimensions of the overconfidence bias index.

Accuracy, perceived control, positive illusions and past investment success are important dimensions of overconfidence bias.

Modern portfolio theory and illusion of control theory support this study.

As good as existing measurements of entrepreneurial potential (EP) may appear in the literature, they are fragmented, suffer from the lack of theory integration and clarity, are inadequately specified and assessed and the dimensions are unordered by importance. These limitations of EP metrics have hindered entrepreneurial practice and theory advancement. There is a risk of atomistic evolution of the topic among “siloed” scholars and room for repetitions without real progress. The purpose of this paper was to take stock of existing measurements from which the authors developed a new instrument that is brief and inclusive.

The authors followed several steps to develop and validate the new instrument, including construct domain name specification, literature review, structured interviews with entrepreneurs, face validation by experts, semantic validation and statistical validation after two waves of data collected on employee and entrepreneur samples.

A clear operational definition of EP is proposed and serves as a starting point towards a unified EP theory. The new EP instrument is made up of 34 items classified into seven dimensions, which in order of importance are proactive innovativeness, management skill, calculated risk-taking, social skill, financial literacy, entrepreneurial competencies prone to cognitive and heuristic biases and bricolage. The authors provide evidence for reliability and validity of the new instrument.

Although a model is not the model, the authors discuss several ways in which the new measurement model can be used by different stakeholders to promote entrepreneurship.

The authors discuss the domain representativeness of the new scale and argue that the literature can meaningfully benefit from a non-fuzzy approach to what makes the EP of an individual. By developing a new EP instrument, the authors set an important pre-condition for advancing entrepreneurial theory and practice.

The integration of digital technologies into education has brought about a profound transformation, fundamentally reshaping the learning landscape. The purpose of this study is to underscore the importance of investigating the factors influencing students’ engagement (SE) in this evolving digital era, particularly within formal digital learning environments. To address this need, the study is grounded in self-determination theory (SDT) and presents a comprehensive model comprising interconnected elements: digital competence (DC), smartphone use (SPU), perceived autonomy (PA), digital formal learning (DFL) and SE.

The research conducted an investigation within Saudi Arabian universities, collecting a robust data set of 392 cases. This data set underwent rigorous analysis to validate the proposed model. To untangle the intricate relationships within the framework, the study used partial least squares structural equation modelling. Given the distinct dimensions of the two constructs under study, the researcher used a disjoint two-stage approach to establish reflective-formative higher-order constructs (HOC).

The findings revealed that digital literacy and digital skills (DS) constitute the foundational constituents of DC. Simultaneously, the study identified facilitation, distraction and connectedness as integral components of SPU. Importantly, the study established that DC, SPU, PA and DFL significantly influence SE. Furthermore, the research illuminated the mediating roles played by SPU, PA and DFL in the complex relationship between DC and SE.

This study advances the literature by delineating the dynamic interplay between DC, SPU and SE in digital learning. It extends SDT within educational contexts, emphasizing the role of internal motivations and DS. Methodologically, it innovates through reflective-formative HOCs, deepening the analysis of complex educational constructs. Managerially, it guides institutions in enhancing DC and integrating smartphones effectively into learning, advocating for tailored strategies to foster engaging and autonomous digital learning environments, thereby enriching both theoretical understanding and practical application in education.

The purpose of this paper is to engage readers with Unity Productions Foundation (UPF) films, which provide a powerful, inspirational digital tool for teachers. The organization's mission is to create documentaries, films and educational materials that contribute to bringing to light compelling stories of Muslim engagement through history and culture. UPF films and educational projects aim to promote peace and understanding to increase cultural pluralism and counter bigotry in our world.

Teachers will be able to utilize the resources provided in this paper to harness the power of media in their classrooms. Outlining the process by which teachers can follow the C3 inquiry using the film Prince Among Slaves will prepare teachers to see the alignment of the C3 Framework with their teaching. The “best practice” classroom strategies in structuring deliberations are ones that encourage students to fully participate and emphasize their voice.

This paper will unpack the practice methods that address the film Prince Among Slaves to be of benefit when sharing narratives through digital film and engage students in critical thinking through the C3 Framework. UPF films are the product of scholarly research and innovative production teams as the films provide the opportunity to visualize and explore multiple perspectives to understand historical content by providing a context for inquiry teaching and learning that is inclusive through deliberative discussions in the classroom.

The author certifies that this manuscript submission is original work and that all authors were involved in the intellectual elaboration of the manuscript and all parties have been acknowledged.

This study explores the politics of ideology in the process of sensegiving and sensemaking at a Japanese retailer in Hong Kong. Studies on power and politics are scarce despite key role of power and politics in understanding the factors behind the conflict between the management's policy legitimization (sensegiving) and employees' policy interpretation (sensemaking). By using the three dimensions proposed in the critical sensemaking approach (discourse, rules and contexts), this paper explores the complex mechanism of power and politics in sensemaking and sensegiving.

Using 15 months of participant observation as a salesperson, this paper discusses how the Japan-centric customer service philosophy (dominant discourse), customer service policies and practices (organizational rules) and asymmetric power structure between the Japanese global headquarters and Hong Kong subsidiaries (formative contexts) are presented and perpetuated through the sensegiving–sensemaking process.

Dominant discourse was observed in the management's sensegiving, which placed the Japanese style of customer service over others. This ethnocentric dominant discourse informed the creation of customer service policies, although the realization of the discourse was determined by the employees' conflicting interpretations of the organizational rules. As a formative context, an asymmetric power structure was present that positioned the Hong Kong subsidiary as subservient to the global headquarters in Japan. This shows that the political process of sensegiving and sensemaking deeply implicates the dominant discourse, organizational rules and power structure as central forces that determine the level of perpetuating ideology.

This research illustrates the wider implications of power and politics in sensegiving–sensemaking studies and provides a complex picture of ethnocentric management.

The purpose of this study is twofold. First, this study proposes to investigate the impact of inter-functional value co-creation (VCC) in a manufacturing firm’s value chain on supply chain performance, considering the moderating role of external integration. Second, this study proposes to validate a modified version of the VCC considering the inter-functional interaction context.

Quantitative data were collected using survey approach from 129 managers from 51 departments of 22 manufacturing firms performing roles in several areas, such as procurement, logistics, sales, marketing and production. This study uses a PLS-SEM to analyze the model measurement, through confirmatory factor analysis.

The empirical data supported the proposition of this study that the VCC degree (i.e. value co-production/value in use) between functions of the firm has significant positive effects on the performance of the supply chain, in customer service and flexibility.

This study could be exceedingly useful for practitioners suggesting them to improve inter-functional integration by adopting VCC practices grounded on “value co-production” and “value in use.” Such practices may help to maximize supply chain performance.

The coordination theory was useful to deepen the analysis of its quadrant named “participatory design,” considering the relationship between VCC and inter-functional integration. This paper extended the knowledge about the relationship between the participatory design quadrant and the quadrant referring to organizational structures and processes.

This study aims to pay attention to the brand portfolio extension of international hotel chains, and explores the double-edged sword effect of consumer confusion in hotel brands on the purchase decision process.

Four representative international hotel chains (Marriott, Accor, Wyndham and Hyatt) were selected, and this study adopted consumer confusion from both formative and reflective perspectives. First, the authors dealt with stimuli-causing consumer confusion and evaluated similarity, overload and ambiguity confusion about the brand portfolio of these major hotel companies. Second, the authors examined the influence of consumer confusion on the decision-making process, which is rooted in the awareness–interest–desire–action model.

Among the source of consumer confusion, similarity confusion was critical for Marriott, Accor and Hyatt, whereas ambiguity confusion was severe for Wyndham. Awareness was positively affected by overload confusion, but negatively affected by ambiguity confusion. Furthermore, the link between interest and desire was moderated by the consequences of consumer confusion.

Based on both positive and negative roles of consumer confusion, this study provides implications for enhancing brand strategy and communications of international chain hotels.

This present study differs from previous studies, in that it deals with consumer confusion associated with brand portfolio expansion, which produces a double-edged sword effect in the hotel context.

This study examines opinion leadership's personal and social characteristics to see which one is more effective in opinion leadership in four different industries: fashion, travel and tourism, wellness and book and literature. The specific subject of this investigation is how largely openness, exhibitionism and competence in interpersonal relationships and status and attitude homophily affect the opinion leadership and the decision-making of opinion leaders' followers.

The proposed model was tested with the questionnaire shared via stories featured on Instagram among followers of four micro-influencers in different industries. For the purpose of testing the offered hypotheses of this study, the partial least squares method was used.

The findings show that openness, exhibitionism and competence in interpersonal relationships have a substantial effect on opinion leadership. It was also evident that status and attitude homophily impact opinion leadership. The model supports the effect of both personal and social characteristics on opinion leadership; however, based on the results, the effect of personal characteristics on opinion leadership is more remarkable, both in a direct relationship and through the mediating role of para-social interaction.

This study is novel in categorizing opinion leaders' attributes in two different extents of personal and social characteristics. The authors defined a model of the effectiveness of each personal and social characteristic on opinion leaders. The model investigates whether the personal or social characteristics have the most effect on opinion leadership, particularly with the mediating role of para-social interaction.

Digital innovation requires organizations to reconfigure their information technology infrastructure (ITI) to cultivate creativity and implement fast experimentation. This research inquiries into ITI generativity, an emerging concept demoting a critical ITI capability for organizational digital innovation. More specifically, it conceptualizes ITI generativity across two dimensions—namely, systems and applications infrastructure (SAI) generativity and data analytics infrastructure (DAI) generativity—and examines their respective social and technical antecedents and their impact on digital innovation.

This research formulates a theoretical model to investigate the social and technical antecedents along with innovation outcomes of ITI generativity. To test this model and its associated hypotheses, a survey was administered to IT professionals possessing knowledge of their organization's IT architecture and digital innovation performance. The dataset, comprising responses from 140 organizations, was analyzed using the partial least squares technique.

Results reveal that both dimensions of ITI generativity contribute to digital innovation performance, with the effect of DAI generativity being more pronounced. In addition, SAI and DAI generativities are driven by social and technical factors within an organization. More specifically, SAI generativity is positively associated with the usage of a digital application services platform and IT human resources, whereas DAI generativity is positively linked to the usage of a data analytics services platform, data analytics services usability and data analytics human resources.

This research contributes to the literature on digital innovation by introducing ITI generativity as a crucial ITI capability and deciphering its role in digital innovation. It also offers useful insights and guidance for practitioners on how to build ITIs to achieve better digital innovation performance.

Entrepreneurs and individual sellers heavily leverage their social ties embedded in social media, expressive or instrumental, to penetrate the market and achieve business success. However, the extant social commerce literature offers limited understanding on how different forms of buyer−seller social ties embedded in social media affect buyers' purchase behaviors. The study draws on the theoretical lens of social ties and proposes an integrative theoretical framework to understand the direct and indirect influences of expressive and instrumental ties (ExTSM and InTSM) between buyers and sellers on buyers' purchase intention (PI) in social commerce.

The authors first validated the measures of ExTSM and InTSM with survey data from 166 Weibo commerce buyers. They then tested their theoretical framework and hypotheses with survey data from 246 buyer−seller dyads in WeChat commerce.

With a buyer-centric view, (1) ExTSM and InTSM, respectively, had a direct negative and a positive influence on PI; (2) both trust and perceived product value displayed inconsistent mediation effects on the negative relationship between ExTSM and PI; and (3) only perceived product value mediated the positive influence of InTSM on PI. From sellers' viewpoint, (1) their ExTSM and InTSM with buyers were mixed up, and (2) the mingled social ties negatively impacted buyers' purchase intention.

The findings of the study advance the theoretical understanding of social commerce and offer practical guidance for small and medium-sized enterprises to effectively utilize social media for business purposes.