The objective of this study is to obtain deeper knowledge during the decision-making process in the business field, establishing the emotional and cognitive differences between novice and experienced entrepreneurs. This work looks at how emotional responses vary in key situations, such as personnel hiring, salary remuneration, and the definition of financial and distribution strategies, through the

This study explores the impacts of 11 diverse entrepreneurship indicators on green technology innovation (GTI) to determine the optimal environmental regulatory framework that fosters green entrepreneurship. Additionally, the study investigates the impacts of environmental regulations on GTI by utilizing nonlinear panel smooth threshold regression (PSTR) models on data collected from 18 countries from

This study delves into the impact of open innovation on the performance of e-commerce, with moderation by accounting information systems (AIS) and artificial intelligence (AI). Data were gathered through a survey with 29 scale items adapted from established measures to assess seven crucial variables of open innovation and e-commerce performance. The participants, 427 senior-level employees from various

This study aims to identify and explain different collaborative approaches, delineate external actors' roles, and examine the interplay between knowledge exploration and exploitation processes for digital transformation. We conducted a search of academic papers using research terms such as “Digital*, Digital transfor*, industry 4.0 (I4.0), industry 5.0, knowledge exploration, knowledge acquisition

Efficient identification of critical links in urban road networks is essential for optimizing traffic management, infrastructure planning, and resource allocation. Existing methods, such as simulation-based approaches, are computationally expensive and often impractical for large-scale networks. This study proposes a scalable machine learning framework capable of training on a subset of network links

Artificial intelligence (AI) is revolutionising customer relationship management (CRM) across various sectors, fundamentally altering strategic business operations. This study examines the capabilities of AI-powered CRM systems, drawing on empirical evidence arising from thematic analyses of 64 scholarly articles and insights gained from 24 in-depth interviews with CRM experts. The research identifies

The changes that are taking place in consumers’ media consumption in and outside the home pose a challenge as to how to accurately assess the impact of cross-media advertising campaigns. An innovative measurement solution based on audio-matching technology, and taking a cross-media, single-source approach, provided a holistic view of the effectiveness of advertising campaigns across different media

Over the years, technological advancements and digital transformation have brought significant changes to the Italian education sector. University performance measurement, particularly in terms of efficiency, has been widely debated, given universities’ critical role in driving innovation and discovery. This study aims to compare nonparametric and parametric approaches to estimate the efficiency of

This study investigates the strategic decisions of online platform retailers (OPRs) within government-regulated digital marketplaces, focusing on India’s Open Network for Digital Commerce (ONDC). The ONDC initiative, aimed at democratizing e-commerce, presents both challenges and opportunities for large and medium-sized OPRs accustomed to traditionally unregulated environments. Employing a Stackelberg

The construction industry faces risks across various domains, including cost, safety, schedule, quality, and supply chain management. Recent artificial intelligence (AI) advancements offer promising solutions to enhance risk management. This systematic literature review (SLR) explores the integration of AI in construction risk management, focusing on AI applications, risk categories, and key algorithms

The interconnected phenomena of digital transformation and environmental innovation exert a major impact on sustainability. This research attempts to shed light on the sustainability implications of digital transformation and environmental innovation. Both digital transformation and environmental innovation offer multiple opportunities to address global challenges such as climate change, resource depletion

The “metaverse”—envisaged as an expansive, fully interoperable network of 3D virtual worlds—remains a distant prospect with a certain degree of conceptual and technological ambiguity. Nevertheless, an increasing number of firms are investigating the potential of the metaverse as a platform for brand engagement and sales opportunities. This study examines how 16 large international corporations spanning

This study examines the impact of emotional exhaustion on business performance, with a particular focus on small and medium-sized enterprises (SMEs). To achieve this objective, data were collected from business owners in the developing economy of Ecuador. The research specifically explores how the effects of emotional exhaustion vary according to the gender of the business owners and investigates the

Firms face many obstacles in their pursuit of innovation. However, the mechanisms that enable firms to surmount these challenges and foster innovation are less understood. This study thus investigates whether the better performance of firms with higher human capital is due to their increased ability to overcome obstacles to innovation. Our estimation strategy accounts for the fact that facing obstacles

This study examines the role of digital literacy, digital accessibility, and human capital in fostering entrepreneurial resilience among entrepreneurs in Qatar and the United Arab Emirates (UAE). These countries serve as exemplary models in digital transformation, particularly in navigating crises such as the COVID-19 pandemic. Grounded in the resource-based view and the theory of dynamic capabilities

The COVID-19 pandemic accelerated the adoption of online counselling in social care, a development that may permanently alter professional practices. However, the full extent of its utilisation, associated occupational risks, and impacts on health remain underexplored. This study investigates the effects of digitisation on the traditionally face-to-face profession of counselling. We conducted a cross-sectional

Digital transformation is widely acknowledged as a pivotal factor in reducing banks’ marginal costs and enhancing the efficiency of credit risk management. Concurrently, it allows banks greater flexibility to adapt to shifts in market conditions, thereby optimizing adjustments to credit scale and structure. Despite these recognized benefits, the extant literature has yet to comprehensively analyze

In today's fast-paced digital landscape, the importance of human factors in cybersecurity has become increasingly evident yet is often overlooked. This research employs the Delphi method to achieve expert consensus on the managerial actions that enhance cybersecurity by leveraging human factors. The study offers 16 key managerial actions, highlighting the shift from viewing humans as sources of vulnerability

Recent studies focus on machine learning (ML) algorithms for predicting employee churn (ECn) to save probable economic loss, technology leakage, and customer and knowledge transference. However, can human resource professionals rely on algorithms for prediction? Can they decide when the process of prediction is not known? Due to the lack of interpretability, ML models' exclusive nature and growing

Using green management practices to build sustainable entrepreneurship is both effective and challenging for growing businesses. Meanwhile, knowledge management has proven to be a critical part of contemporary business practices. Thus, there is a growing demand for socially and environmentally aware behaviour as a part of existing strategies for dealing with the effects of such practices in the realm

Entrepreneurial leadership has emerged as a key driver of innovation, yet the underlying mechanisms remain less understood. The current study, grounded in social cognitive theory and social learning theory, examines the role of entrepreneurial leadership in fostering innovative behavior among employees in autonomous work settings, with a particular focus on employee antifragility. It theorizes that

This study examined the influence of the Western Australian and Iranian startup ecosystem contexts, including the powers and liabilities that determine startups’ commercialisation outcomes. By utilising a theoretical framework based on programme evaluation, explanatory theory building, and critical realism, a cross-contextual comparison study was conducted. The study showed that the context of startup

Business Angels (BAs) are pivotal in early-stage funding for entrepreneurship. This study explores the factors influencing BA investment decisions. We propose a theoretical model based on signaling theory to assess the impact of signals about the quality of entrepreneurs and projects on investment assessments and decisions. Using qualitative comparative analysis (QCA) on 88 survey responses from BAs

The actors and components of an entrepreneurial ecosystem coexist and interact continuously, leading to many mutual relationships. Existing studies favour a static approach to the investigation of innovation ecosystems, frequently neglecting the chains of connections between ecosystem domains and business results. This study attempts to fill this gap by studying the causality connections within innovation

Artificial intelligence (AI) has quickly emerged as a top technological priority for companies in various sectors, radically altering business operations. However, the existing literature reveals a fragmented and inconsistent understanding of AI adoption dynamics between small and medium enterprises (SMEs) and larger, well-established firms. This dichotomy of the existing research raises important

Multinational companies are increasingly under pressure to integrate decarbonisation into their business models as a sign of climate leadership and as a strategy for their long-term value. Institutional investors play a key role in this, both directly, by influencing the adoption of decarbonisation strategies, and indirectly, by promoting climate governance mechanisms within companies that facilitate

In today's knowledge-driven business environment, firm innovation hinges on effective knowledge management. Organizations are thus motivated to continuously create and apply knowledge to sustain competitive advantage through innovation. This study investigates how various knowledge management dimensions uniquely impact firm innovation within an integrated framework, examining both linear and non-linear

The beginnings of generative artificial intelligence (GenAI), led by Chat Generative Pre-Trained Transformer (ChatGPT), not only change the behaviour of digital media ecosystem users but also increase the energy consumption of enterprises working with GenAI, which presents them with a fundamental challenge in the era of climate change. This study aims to examine the relationships between the selected

Standards play a significant role in the semiconductor industry. However, few scholars have focused on gaining a better understanding of standardization in this industry. This study examines a specific aspect of standardization: the adoption of quality standards by companies in The Netherlands’ semiconductor industry. Multiple quality standards are available and the uncertainty surrounding that choice

Digital education, including digitally supported education, is loaded with biases. Most participants are blinded by the abundance of digital devices and misled by the hardware and software providers who try to convince and force education systems to keep track of untraceable developments. However, recent studies have revealed that the productivity of the participants and the sustainability of their

Knowledge Hiding is a pervasive problem in the workplace, which can have various negative consequences for individuals and organizations. Drawing from the underpinning of complexity theory, this study investigates the complex causal interrelationships associated with knowledge hiding in the workplace. That is, we explore the interrelationships of individual-level factors: i) demographic characteristics

In recent years, the management research has increasingly discussed service transition. However, studies have not used sufficiently granular empirical data for valid quantitative evaluation of service-intensive strategies by, for example, examining the possible effects of resource slack on firm performance. To test the hypothesis that resource slack moderates the performance effects of a servitization-based

Technological advancements are forcing firms to innovate quickly to sustain a competitive advantage. However, despite theoretical arguments and empirical findings, the mechanisms that influence the speed of innovation and firms’ international performance are surprisingly unexplored in the international business literature. Therefore, this study offers theoretical rigor through the resource-based view

With the objective of providing insights and strategic recommendations to enhance the competitiveness of tourism destinations, this study endeavors to examine the nuanced impact of digital technology utilization on the travel intentions of consumers. A comprehensive theoretical framework is developed, incorporating five key mechanisms to elucidate how digital device usage influences consumers’ propensity

Environmental regulations have been extensively studied in the context of advocating green development. As one of the most stringent laws in history, the new Environmental Protection Law (EPL) of 2015 has greatly affected the production and development of enterprises. In this context, and in the face of the incentive problem of green technology innovation, what impact does this legislation have on

This study explores gender differences in entrepreneurs’ perceptions of the impact of digitalization on the sustainable development of small and medium-sized enterprises (SMEs) in the Visegrád group countries (Czech Republic, Slovak Republic, Poland, and Hungary). Data were collected from 1,398 SME owners or top managers using the computer-assisted web interviewing (CAWI) research method. The results

Information and Communication Technologies (ICTs) represent a significant technological advancement that enhances communication, access to information, and socio-economic interactions. By analysing the impact of ICTs on well-being across nations, this study explores an essential aspect of technology innovation's role in improving individuals' overall quality of life—covering both subjective and objective

The performance of firms involved in projects from 2 UK research councils was investigated; firms in Innovate UK projects receive co-funding while firms in Arts & Humanities Research Council (AHRC) projects do not. Firms in 266 projects 2009–2012 were tracked for Standard Industrial Code (SIC), location and year-on-year financial performance 2012–22. The results show that firms (un- and co-funded)

Our study delves into understanding the bottom-up processes within a public service delivery system by studying the last-mile interactions between frontline workers, citizens, and other stakeholders. Specifically, we focus on these aspects in the context of the Solid Waste Management (SWM) system, and a proposed intervention under the Smart City Mission, in the city of Bengaluru, Karnataka. The paper

Developing medical device innovations is a lengthy and costly endeavor, so engaging the right participants early in the process is crucial. While much of the existing literature focuses on procedural aspects of innovation, the human factors that influence success are often overlooked. The Lead User Method is designed to identify key contributors based on their ability to stay ahead of market trends

This study explores the determinants of intelligent automation implementation within organisations and their implications for strategic value and technological adoption. Grounded in diffusion of innovation theory, this study examines how digital competencies, technology absorptive capacity, and strategic value influence the adoption of intelligent automation. Using a quantitative approach, the findings

The revised Environmental Protection law (NEPL), enacted in 2015, introduced stricter regulations to address environmental challenges and promote sustainable development. This study investigated the law's impact on enterprise green development resilience (EGDR) through a novel integration of institutional and resource-based theories. Employing the Vertical and Horizontal Slot-Drawing (VHSD) and entropy

The ongoing issues that follow climate change require the implementation of relevant strategies and instruments to accelerate countries’ efforts toward environmental sustainability. Thus, the pursuit of environmental sustainability has become a global imperative as countries increasingly adopt measures to enhance their environmental, social, and governance (ESG) performance. Moreover, an effective

We draw from evolutionary psychology to predict that the immediate recognition of certain traits significantly impacts funding outcomes. Four such traits that are recognizable in potential entrepreneurs and play a role in funding decisions are: aggressiveness, attractiveness, competence, and trustworthiness. These initial impressions guide the behavior and decision-making processes of funders. We hypothesize

In today's context of escalating environmental pressure, traditional methods of natural resource conservation face numerous challenges. The use of big data analytics to support the formulation of environmental policies has become a crucial approach for enhancing the efficiency and scientific basis of these policies. To enhance the reliability of the results, this study employed two algorithms: Bayesian

This study examines the emergence of international hidden entrepreneurs (IHEs) in the Kingdom of Saudi Arabia through an institutional theory lens. An international hidden entrepreneur arises when local regulations impose high costs on an international entrepreneur operating as the legal head of an enterprise, therefore giving rise to a concealed partnership with a local entrepreneur to serve as the

This research investigated the relationships between digital platforms, artificial intelligence (AI) adoption, and organizational innovativeness, presenting e-knowledge and big data analytics capability as mediators and strategic flexibility as a moderator. The study posited that digital platforms significantly foster the development of e-knowledge and that AI adoption is closely associated with enhancing

Product innovation is a relevant aspect to consider when transitioning towards a circular economy. However, product innovation encounters several barriers that must be overcome. This article explores how companies exploit open innovation practices to overcome barriers while developing circular products. To address this research gap, the study employs a multiple case-study approach of four companies

This study examines the performance of family businesses through the theoretical lenses of dynamic capabilities and socioemotional wealth. A conceptual model is proposed, in which socioemotional wealth moderates the relationship between dynamic capabilities and family firm performance. The research employs partial least squares structural equation modeling (PLS-SEM), a second-generation multivariate

Smart manufacturing (SM) has emerged as a viable solution for small, medium and micro enterprises (SMMEs) to remain sustainable and globally competitive. However, many SMMEs are not ready for SM and the existing frameworks for SM adoption are unsuitable for supporting SMMEs, as they do not address context-specific preconditions. The objective of this study was to empirically develop a suitable conceptual

This scoping review aimed to screen and enhance intellectual capital consistency, providing a general overview of existing systematised literature reviews of intellectual capital. This scoping review addressed five research questions: 1. How did the typology of publications, both theoretical and empirical, evolve considering the different stages of intellectual capital? 2. What are the milestone studies

The automobile industry's transition toward sustainability remains impeded by inconsistent green governance, which hampers progress in hybrid vehicle production. Existing literature predominantly focuses on technological innovation and consumer adoption, often overlooking the governance structures that foster environmental responsibility. This study proposes a framework of green governance strategy

This study aims to identify the roles played by firm flexibility (FLEX) in the relationship between entrepreneurial orientation (EO) and firm growth (FG) under different market conditions. In particular, it tests the mediating and moderating roles of FLEX, along with the moderating role of market conditions regarding FLEX. This is a longitudinal study that examines entrepreneurial behaviors during

To remain competitive and make effective decisions in increasingly challenging markets, firms must integrate internal and external knowledge by embedding knowledge management strategies and technologies into their operations. This study aims to examine the roles of strategic foresight and knowledge management in promoting open innovation and driving new product development. Grounded in the knowledge-based

The sharing economy has gained significant attention both internationally and in Russia. This involves the integration of innovative technologies into national economic systems to promote economic growth and environmental sustainability. The introduction of sharing economy principles has led to sudden, and sometimes unexpected changes in the standards and regulations governing the operations of national

This study offers a thorough examination of viral marketing research during the last two decades to uncover the changing nature of the field. Bibliometric analysis methods are used to analyze 791 peer-reviewed articles written by 1,820 authors and indexed in Scopus and Web of Science (WoS). The findings reveal how viral marketing research evolved over the past two decades, establish vital connections

The prosumer concept has become increasingly relevant in the current economy, necessitating the development of resilient and adaptive business models. Given the lack of a systematic framework for evaluating prosumers, the present study aimed to develop a framework of reference for assessing the roles and impacts of prosumers across various industries. Although this is not a systematic literature review

The emergence of mobile applications (apps) that utilize sharing economy concepts has revolutionized multiple industries, including transportation, accommodation, healthcare, and other sectors. With the nature of massive data collection and sharing policies, these platforms create serious privacy concerns for their users, even though they enhance existing services and enable new economic potential

Strategic learning self-efficacy reflects the confidence of managers in their ability to learn from the outcomes of past strategic decisions and apply that knowledge to new decisions. This research examines the relationship between strategic learning self-efficacy and a firm's industry-adjusted sales growth rate and specifies strategic decision-making style (ranging from autocratic to participative)

This study examined the personal traits that contribute to the success of corporate science projects in Peru by focusing on the roles of CEOs, scientists, and innovators. Although Peru has seen economic progress in recent decades, integrating scientific research into business strategies requires improvement, reflecting a common trend in emerging economies. Through a fuzzy set qualitative comparative