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30
The Myth of Overpopulation in the Twenty-first Century: Population Growth, Resource Distribution, and the Global Sustainability Debate
The debate surrounding overpopulation remains central to contemporary discussions on environmental sustainability, climate change, and global development. Traditional perspectives…
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Developing an ESG-Based Smart Building Performance Index for Sustainable Facilities and Estate Management in Ghana
Environmental, social and governance (ESG) expectations are increasingly shaping the management of real-estate portfolios, while smart-building systems are producing new streams o…
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Leveraging complex systems: Leading for transformative change
As with other sectors over the last few years, Generative Artificial Intelligence (GenAI) is rapidly reshaping the education ecosystem introducing new epistemic, ethical, and orga…
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District-Level Education Planning and Educational Quality in Ghana: A Narrative Review of Governance, Resource Allocation, and Basic Education Outcomes
This study assessed the impact of district-level planning on educational quality and basic education outcomes in Ghana. The study was grounded in the understanding that access to …
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Leveraging complex systems: Leading for transformative change
As with other sectors over the last few years, Generative Artificial Intelligence (GenAI) is rapidly reshaping the education ecosystem introducing new epistemic, ethical, and orga…
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New systems of learning for distance learning institutions? A six-study review of implementing AIDA
This study examines how a large-scale distance learning institution in the UK designed, implemented, and evaluated an artificial intelligence digital assistant (AIDA) using Sharpl…
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Presenting your AI in education research with rigor: The TEP-AIED model
The rapid expansion of Artificial Intelligence in Education (AIED), particularly with the emergence of generative AI, has intensified the need for rigorous, transparent, and pedag…
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From ethical principles to executable governance: A policy-as-code framework for trustworthy AI in higher education
Artificial intelligence holds great potential to transform higher education, but a persistent gap remains between ethical aspirations and their practical, auditable enforcement. T…
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Potential risks of generative artificial intelligence integration into K-12 education: A scoping review
The rapid integration of Generative AI (GenAI) into K-12 education has outpaced our understanding of its potential risks and unintended consequences. Existing reviews have priorit…
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Towards responsible AI in education: Challenges and implications for research and practice
The latest technical innovations in computing technologies and big data analytics have led the way for integrating Artificial Intelligence in Education (AIED), enabling the develo…
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Building Blocks of Value Creation Within Value-Based Health Systems: A Delphi Study
Objectives
Health technologies can provide significant value to health systems; however, identifying and structuring the factors that drive this value is crucial for informed res…
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Trustworthy Companion AI for Human-Aware Transition of Control: Motivation, Architecture, and Research Roadmap
[d=LE]Transitions of control between automated driving systems and human drivers remain safety-relevant and cognitively demanding moments in human–automation interaction. Recent s…
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Explainable AI and machine learning for robust cybersecurity in smart cities
An emerging application of such new technologies is in urban development, with cities increasingly utilizing them to address social, environmental, and urban issues. IoT has paved…
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Autonomous identity-based threat segmentation for zero trust architecture
Zero Trust Architecture (ZTA) fundamentally redefine network security by adopting a "trust nothing, verify everything" approach requiring identity verification for all access. How…
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Distributed and trustworthy digital twin platform based on blockchain and Web3 technologies
The fourth industrial revolution has significantly increased the adoption of Digital Twins (DTs) across various sectors, including intelligent manufacturing, automation, logistics…
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Distributed and trustworthy digital twin platform based on blockchain and Web3 technologies
The fourth industrial revolution has significantly increased the adoption of Digital Twins (DTs) across various sectors, including intelligent manufacturing, automation, logistics…
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A blockchain-based anonymous reporting system with no central authority: Architecture and protocol
Blockchain technology has emerged as a compelling field of study over the past decade. Nevertheless, certain blockchain-based protocols, particularly those reliant on permissioned…
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Blockchain as the trust layer of supply chain 4.0: A theory-based systematic review of transparency and governance mechanisms in agrifood supply chains
Blockchain is increasingly positioned as a transparency infrastructure for digital supply chains, yet empirical outcomes remain heterogeneous and the theoretical mechanisms throug…
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Dynamic capabilities for digital ESG reporting performance: Heterogeneous pathways across capability-advanced and capability-constrained firms
Digital ESG reporting has evolved from a compliance exercise into a strategic governance system that requires continuous adaptation to regulatory, technological, and stakeholder p…
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From policy vision to innovation practice: An integrated framework for governing the circular–digital transition in the UAE
Rapid urbanization, resource pressures, and technological transformation in the Gulf region underscore the need for integrated strategies linking sustainability policy with digita…
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Digital innovation and women's entrepreneurship: Integrating fragmented literature through a stage-contingent lens
Women's entrepreneurship is a significant driver of innovation and economic growth; however, research on digital innovation in this context remains fragmented across disciplines a…
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Unleashing the power of IoT: Transdisciplinary pathways for digital transformation
In this editorial on the Digital Business Special Issue “Unleashing the Power of IoT: Transforming Business Models, Fueling Innovation, and Navigating Digital Ecosystems,” we set …
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Knowledge dynamics and structural balance in sociotechnical transitions: A signed network perspective for sustainable integration of emerging technologies
In the context of accelerating digital innovation and environmental transformation, the relationships between emerging technologies, sustainable systems, and public governance are…
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The role of artificial intelligence across the source-to-pay framework: Theoretical and practical aspects
The procurement function is undergoing a significant transformation driven by the integration of Artificial Intelligence (AI) and other Industry 4.0 technologies across the Source…
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Mapping the digital landscape: A bibliometric analysis of digital ecosystem research
Digital ecosystems have become a central paradigm for understanding the complex, interconnected networks that characterize the modern digital landscape. However, the rapid growth …
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Blockchain-based fan tokens as a strategic resource for sports clubs: Opportunities, challenges, and a stakeholder-oriented model
This article explores blockchain-based fan tokens, a type of cryptocurrency, as a strategic tool for sports clubs to raise funds and involve supporters more directly, offering new…
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A blockchain-driven business model for supplier selection and order allocation leveraging smart contracts in supply chains
Supply chain operations have tended to become more complex, thus placing significant pressure on one of the most critical processes: supplier selection and order allocation (SSOA)…
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The socio-technical adoption and diffusion of digital health innovations: The development of the STAD-HC model based on telemedicine in Germany
Digital and telemedicine innovations are increasingly central to healthcare transformation, yet their adoption and diffusion remain complex. While the Diffusion of Innovations (DO…
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Best practices for blockchain-driven digital transformation in cross-industry settings
Digital transformation (DT) is complex and uncertain, particularly within traditional industries. Distributed ledger technology, such as blockchain, has driven DT across many glob…
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Determinants of success in initial coin offerings (ICOs): A systematic literature review
Initial Coin Offerings (ICOs) have emerged as a transformative financing mechanism, allowing startups to raise capital through blockchain technology and digital tokens. This paper…
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Pages & Guides
9
The vision of the MDOI system is to become a globally recognised and trusted framework for persistent digital identification, supporting an inclusive and interoperable knowledge e…
The adoption of MDOI provides significant benefits for both individuals and organisations:Enhanced visibility and discoverability of digital objects across global platforms.Accura…
The MDOI system operates within a structured governance and institutional framework designed to ensure accountability, transparency, and long-term sustainability. Oversight is pro…
Organisation accounts are designed to support institutional-level identifier management, providing scalable and structured control over multiple digital assets within a single adm…
Individual accounts are designed to support researchers, scholars, authors, and independent contributors who require direct and flexible access to the MDOI system for managing the…
Government agency accounts are designed to support ministries, regulatory bodies, public institutions, and national research organisations that manage and disseminate official rec…
The MDOI system operates within a structured governance and compliance framework designed to ensure long-term reliability, accountability, and sustainability of the identifier inf…
The effectiveness of the MDOI system relies on clearly defined user roles and responsibilities that promote accountability and data integrity.User responsibilities include:Ensurin…
Metadata submission within the MDOI system must comply with ethical, legal, and institutional standards governing data use and representation.User obligations include:Ensuring sub…
Policies
3
This Verification and Trust Framework Policy establishes the principles, procedures, standards, and governance mechanisms used by the MDOI Foundation to verify users, organisation…
This Governance and Ethics Policy establishes the principles, structures, responsibilities, and ethical standards that guide the operation, management, decision-making, and commun…
The MDOI Membership Terms and Conditions establish the rights, responsibilities, and obligations of individuals and organisations participating in the MDOI ecosystem. They define …
FAQs
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Institutions can trust MDOI because it is built around persistent identification, metadata governance, controlled registration, record updating, and long-term resource accessibility. Once an MDOI is …
No. MDOI is an independent system and is not affiliated, endorsed, or governed by the DOI Foundation or any of its registration agencies. It operates under its own governance framework, infrastructur…
No. MDOI identifiers are distinct and independently generated under the MDOI system. They follow a different governance, structure, and operational model, and should not be confused with identifiers …
MDOI is governed by Metascholar Limited, with integration support from the Scholar Indexing Society. It operates under defined governance policies, compliance procedures, and ISO-aligned standards to…
MDOI maintains clear branding, independent governance, and distinct technical structures. All communications, identifiers, and documentation explicitly state that MDOI is a separate system, ensuring …
Metadata provides structured information about the object, enabling discovery, citation, governance, and long-term usability.
Yes, organisational users are provided with an institutional dashboard that supports multi-record management and governance.