Digital payment and settlement markets operate as interconnected financial systems shaped by institutional, technological, and capability-based elements. This study examines how digital transformation and digital financial inclusion interact within t...
A fundamental debate among sustainable development researchers and practitioners is whether, and through what mechanisms, sustainability contributes to gaining a competitive advantage. To address this consideration, this study draws on the general sy...
While integrated Artificial Intelligence and Business Analytics (AI-BA) represents a significant advancement in marketing analytics and greatly influences firms’ innovations, there is a considerable gap in current research regarding its impact...
The advancement of technology offers various opportunities for business organizations to achieve sustainable growth. Through emerging technologies, business organizations are able to collect and analyze essential information vital for the acceleratio...
The rapid digital transformation of education has increased the demand for intelligent assessment systems and architecture capable of evaluating institutional readiness for technology-enhanced teaching, learning, and workforce development. As educati...
This study investigates the impact of digital capabilities (DC) on building resilient supply chains in China’s electric vehicle (EV) industry. As the complexity of the EV sector continues to grow, improving supply chain resilience (SCR) is esse...
Digital transformation has become important for SMEs that want better control, transparency, and coordinated operations. Yet, many studies treat digital tools in isolation and do not explain how AI and big data capabilities, together with process int...
The research investigates the sequential routes through which customer-centric culture (CCC) leads to sustainable performance (SP) in the hospitality sector, by analyzing the mediating impacts of sales force automation (SFA) and big data analytics ca...
Digital Twin technologies have seen growing adoption in the Oil and Gas industry, yet the term is applied to systems with markedly different levels of data integration, analytical capability, physical–digital interaction, and operational autono...
In the digital economy era, firms pursue innovation while also considering their environmental impact to ensure alignment with sustainability. However, existing research offers limited insights into how corporate environmental ethics influence the re...
European industrial ecosystems face growing supply chain disruptions, increasing the importance of adaptive resilience. This study examines how Artificial Intelligence of Things (AIoT)-driven digital twin capability relates to adaptive supply chain r...
This study examines whether digital capabilities constitute a necessary condition for green innovation and firm competitiveness in the context of increasing sustainability and digital transformation pressures. Although prior research frequently links...
Digital technologies, particularly artificial intelligence (AI) and big data analytics (BDA), are increasingly recognized as drivers of competitive advantage, yet the mechanisms through which they enhance organizational performance remain insufficien...
Small and medium-sized enterprises (SMEs) moved much of their marketing to web channels after 2020. This review examines how research has described that change. Two Scopus searches supported bibliometric mapping in VOSviewer at two levels: a broad se...
Digital Transformation (DT) increasingly relies on project-based organizing to develop and deploy new capabilities, yet corporate innovation projects frequently stall not for lack of ideas but because of recurring governance and resource-commitment b...
Digital investment does not automatically generate sustainable outcomes; firms require organizational capabilities, analytical decision routines, and supportive leadership conditions to translate technology into economic, environmental, and social va...
Industry 4.0 (I4.0) garnered significant attention from academics and practitioners in the last decade. However, there is a lack of a measure in the extant literature that evaluates I4.0 and digital transformation capability disclosure of companies....
Digital transformation is now one of the key engines of entrepreneurial behavior and company development, but there is still a lack of empirical evidence on the creation of digital ecosystems, especially in the Middle East and North African (MENA) re...
Digital transformation has fundamentally reshaped higher education, creating a need for adaptive systems capable of integrating technological infrastructure, learner capabilities, institutional readiness, and learning analytics into a unified decisio...
Digital transformation (DT) has become a crucial driver of competitiveness in the shipping industry. However, many small- and medium-sized enterprises (SMEs) encounter barriers that result in digital transformation dead zones (DTDZs), where digital i...
Building upon the knowledge-based dynamic capabilities view, this study seeks to examine how big data analytic capabilities can be leveraged to improve innovation ambidexterity by developing a mediated moderation framework. Survey data were collected...
Against the backdrop of digital transformation, this study constructs an analytical framework for the influence mechanism of the data-driven dynamic capabilities of foreign trade SMEs from the perspective of digital intelligence immunity, aiming to c...
The accelerating digital transformation of finance is reshaping the institutional and analytical environment in which central banks address climate-related financial risks while maintaining price and financial stability. This paper examines the inter...
29 August 2022
The convergence of information technology, media, and telecommunications has altered consumer behavior in terms of searching, obtaining, processing, and responding to a company’s information or services. The ability of a company to plan, implem...
Digitalization has become a key driver of business innovation in recent years. It provides businesses with new opportunities to innovate and create value. Digital technologies, such as cloud computing, big data analytics, and artificial intelligence,...
The rapid development of digitalization, the Internet of Things (IoT), and Industry 4.0 has led to the emergence of the digital twin concept. IoT is an important pillar of the digital twin. The digital twin serves as a crucial link, merging the physi...
As public sector agencies face rising imperatives to digitally transform citizen services, data systems, and internal operations, questions persist as to whether investments in big data analytics and automation capabilities, evidenced to drive organi...
From the perspective of firm capability, this study explores the impact of digital intelligence transformation and management innovation on the performance and sustainable development of Chinese firms. On the basis of constructing an evaluation index...
In developing economies, women entrepreneurs play a vital role in advancing inclusive growth, yet their financial and digital capabilities often remain constrained by gendered barriers. This study investigates how financial literacy evolves into a ge...
With the advent of the era of big data, the application of big data analytics in entrepreneurial activities has become increasingly prevalent. However, research on the relationship between big data analytic capabilities and entrepreneurial activities...
The wave of digital transformation has driven profound changes in construction mode. As the core driving force for the sustainable development of digital construction, organizational capabilities have gradually attracted widespread attention from bot...
This study investigated whether digital transformation improves corporate sustainability. In particular, we focused on the mediating effects of operation efficiency and corporate innovation in the ability of digital transformation to enhance corporat...
Smart manufacturing (SM) is a term generally applied to the improvement in manufacturing operations through integration of systems, linking of physical and cyber capabilities, and taking advantage of information including leveraging the big data evol...
The intricate structure of the supply chain network, combined with the uncertainty of the external environment, has made supply chains more fragile and disrupted normal logistics operations. In the digital economy age, the integration of digital tech...
This study investigates how data science competencies, conceptualized as the micro-foundations of digital dynamic capabilities (DDCs), combine to influence the development of digital business capability (DBC). Using fuzzy-set qualitative comparative...
Digitalization is reshaping the landscape of sustainability in enterprises by enhancing information flows within socio-technical systems and enabling more informed decision-making through advanced communication and data capabilities. However, while d...
This study presents a digital surface-enhanced Raman scattering (SERS) method to enhance the sensitivity of SERS detection for low-concentration analytes. Conventional SERS analysis using average Raman intensity faces limitations in distinguishing lo...
Although there are numerous advantages of the IoT in industrial use, there are also some security problems, such as insecure supply chains or vulnerabilities. These lead to a threatening security posture in organizations. Security analytics is a coll...
Artificial intelligence (AI) is increasingly embedded in digital marketing, enabling organisations to personalise communication, analyse consumer data, and optimise decision-making processes. Despite its widespread adoption, limited empirical researc...
This conceptual and analytical study examines how digitalization may reduce the cost and complexity of ESG and circular economy reporting for women-led SMEs within the evolving EU sustainability reporting framework. Particular attention is given to s...
The purpose of this study is to characterize, through an exploratory empirical diagnosis, the degree of development and preliminary association between circular economy capabilities and sustainability-oriented digital transformation capabilities in C...
The deep integration of digital and intelligent technologies is reshaping urban disaster emergency management capabilities; however, improvements in their effectiveness are constrained by complex, multidimensional factors. Identifying the key driving...
The increasing adoption of digital learning environments has generated large volumes of learner-generated data that can be leveraged to support instructional quality monitoring, educational performance assessment, and evidence-based decision-making....
Autonomous supply chains (ASC) are the next generation of digitally empowered logistics and operations systems that can make adaptive, data-driven, and intelligent decisions. Innovations in artificial intelligence (AI), digital twins (DT), and predic...
The transition from Industry 4.0 to Industry 5.0 gives more prominence to human-centered and sustainable manufacturing practices. This paper proposes a conceptual design framework based on Vision Transformers (ViTs) and digital twins, to meet the dem...
In the digitally saturated hospitality environment, research on digital transformation remains dominated by macro-level adoption trends and user-generated content, while the potential of micro-level web-behavioural data remains largely untapped. Rece...
Digital government reforms increasingly depend on whether public organizations can convert administrative data into reliable workforce decisions without weakening accountability. This study examines the early development of a human-centered digital h...
The capabilities of the people, processes, and technology are important factors to consider when exploring continuous use to create value. Multiple perceptions and attitudes towards self-service systems lead to various usage levels and outcomes. With...
This paper discusses how digital transformation takes place in public knowledge institutions by examining public libraries as socio-technical service ecosystems, and conceptualizes digital maturity. Based on Service-Dominant Logic and the socio-techn...
This study examines the synergistic interaction between technology-driven digitalization and circular economy principles in enhancing sustainable supply chain performance among small and medium-sized enterprises (SMEs). Rather than examining digital...
of 11