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Search Results (194)

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Keywords = organisational ecosystems

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28 pages, 1747 KB  
Article
Stakeholder Perspectives on Open and Sustainable Innovation in Portuguese Ports: Challenges for Sustainability Transitions
by Maria R. Sabino, Maria do Rosário Cabrita, Marcela Castro, Ana J. Mendes and Tiago Pinho
Sustainability 2026, 18(13), 6518; https://doi.org/10.3390/su18136518 - 26 Jun 2026
Viewed by 94
Abstract
The transition towards sustainable, resilient and digitally integrated port ecosystems has increased the need for collaborative innovation approaches capable of supporting broader sustainability transitions. In this context, open and sustainable innovation (OSI) offers a strategic mechanism for integrating economic, environmental and social objectives [...] Read more.
The transition towards sustainable, resilient and digitally integrated port ecosystems has increased the need for collaborative innovation approaches capable of supporting broader sustainability transitions. In this context, open and sustainable innovation (OSI) offers a strategic mechanism for integrating economic, environmental and social objectives within complex maritime ecosystems. Although previous studies have explored technological innovation and isolated sustainability initiatives in ports, limited empirical attention has been given to how stakeholders perceive OSI and how its implementation is operationalised across a national port system. This study addresses this gap by investigating the central research question: how do key stakeholders perceive and implement OSI practices within the Portuguese port system? Specifically, it analyses organisational culture, governance structures, stakeholder engagement mechanisms, institutional barriers and sustainability-oriented innovation practices. The research adopts a qualitative approach based on ten semi-structured interviews with representatives of five Portuguese port authorities occupying senior management and strategic positions. The findings show that OSI is widely recognised as important for competitiveness, sustainability performance and alignment with transition agendas, but its implementation remains uneven across ports. Organisational resistance, fragmented governance, regulatory complexity and limited monitoring mechanisms constrain the institutionalisation of OSI practices. Nevertheless, collaborative initiatives involving universities, innovation networks, public–private partnerships and digital platforms indicate a gradual shift towards more integrated and participatory governance models. The study concludes that OSI can support sustainability transitions in port ecosystems when enabled by coordinated governance, stakeholder collaboration and organisational capabilities. Full article
(This article belongs to the Special Issue Decision-Making in Sustainable Management)
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24 pages, 355 KB  
Article
Enhancing Disaster Risk Reduction Strategies for Sustainable Tourism Development in Cape Coast, Ghana
by Richmond Yeboah, Mary Acquaye Moore, Emmanuel Dornyoh, Samuel Otoo and Ophelia Mensah
Tour. Hosp. 2026, 7(7), 184; https://doi.org/10.3390/tourhosp7070184 - 24 Jun 2026
Viewed by 199
Abstract
Cape Coast is a prominent tourism destination in Ghana, distinguished by its historical landmarks, coastal ecosystems, and cultural heritage. Yet the city faces mounting threats from environmental hazards such as coastal erosion, flooding, extreme heat, and lagoon degradation, which directly compromise the sustainability [...] Read more.
Cape Coast is a prominent tourism destination in Ghana, distinguished by its historical landmarks, coastal ecosystems, and cultural heritage. Yet the city faces mounting threats from environmental hazards such as coastal erosion, flooding, extreme heat, and lagoon degradation, which directly compromise the sustainability of its tourism sector. Guided by the Sustainable Tourism Development Theory (STDT) and the Tourism Resilience and Adaptation Theory (TRAT), this study investigates the impacts of these hazards on tourism development, the effectiveness of current disaster risk reduction (DRR) strategies, and the roles of key stakeholders in building sectoral resilience. Using a qualitative research design, data were collected through in-depth interviews with eighteen stakeholders comprising four policymakers, six community leaders, five tourism business operators, and three representatives from non-governmental organisations, alongside documentary analysis of four institutional reports. The study contributes to the literature by demonstrating that fragmented, reactive DRR strategies and weak stakeholder coordination undermine Cape Coast’s tourism resilience, and by showing how urban natural assets, a dimension largely neglected in existing tourism–DRR scholarship, are central to both hazard exposure and adaptive capacity. The findings call for integrated, ecosystem-based DRR frameworks that align governance mechanisms with sustainable tourism imperatives. Full article
18 pages, 1870 KB  
Article
Metagenomic Characterization and Molecular Screening of Pathogens in Freshwater Amphipods (Gammarus lacustris) from Kazakhstan: Implications for Aquaculture Biosecurity
by Marat Kumar, Symbat Suleimenova, Sardor Nuralibekov, Yermukhammet Kasymbekov, Temirlan Sabyrzhan, Kuanysh Isbekov, Saule Assylbekova, Victor Fefelov, Berik Pangereyev, Kobey Karamendin and Aidyn Kydyrmanov
Pathogens 2026, 15(7), 663; https://doi.org/10.3390/pathogens15070663 - 23 Jun 2026
Viewed by 140
Abstract
Freshwater amphipods of the genus Gammarus are important trophic components of aquatic ecosystems and are increasingly considered a potential bioresource for aquaculture. However, their role in the maintenance and transmission of infectious agents remains poorly understood. This study evaluated the presence of major [...] Read more.
Freshwater amphipods of the genus Gammarus are important trophic components of aquatic ecosystems and are increasingly considered a potential bioresource for aquaculture. However, their role in the maintenance and transmission of infectious agents remains poorly understood. This study evaluated the presence of major crustacean and fish pathogens in Gammarus lacustris populations from Kazakhstan and characterized associated viral communities using metagenomic sequencing. Six pooled samples collected from freshwater ecosystems across Kazakhstan were screened using PCR and RT-PCR assays targeting World Organisation for Animal Health (WOAH)-listed pathogens, including White Spot Syndrome Virus, Taura Syndrome Virus, Infectious Myonecrosis Virus, Aphanomyces astaci, and Aphanomyces invadans. In parallel, high-throughput sequencing (Illumina NovaSeq) was performed to assess virome composition and structure. No WOAH-listed pathogens were detected, suggesting a low detectable occurrence of major notifiable agents under the conditions of the present study. Metagenomic analysis revealed a virome dominated by RNA viruses, particularly picorna-like viruses (Picornaviridae), Dicistroviridae, and Marnaviridae. Phylogenetic and genome organization analyses identified potentially novel or highly divergent viral lineages within Picornavirales. Collectively, these findings suggest a favorable epizootiological profile of G. lacustris populations while highlighting freshwater amphipods as hosts of diverse and partially uncharacterized viral communities relevant to aquatic disease surveillance and aquaculture biosecurity. Full article
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21 pages, 1374 KB  
Article
European Electoral Disinformation: Analysing the Contribution of Spanish Fact-Checking to the Elections24Check Project
by Noemí Morejón-Llamas and Juan Pablo Micaletto-Belda
Soc. Sci. 2026, 15(6), 405; https://doi.org/10.3390/socsci15060405 - 22 Jun 2026
Viewed by 225
Abstract
Information disorders condition electoral processes, becoming a major institutional concern. In response, the European Union and various fact-checking organisations co-organised the Elections24Check project to curb disinformation in the 2024 European elections. This research analyses the activities, strategies, and editorial behaviour of the five [...] Read more.
Information disorders condition electoral processes, becoming a major institutional concern. In response, the European Union and various fact-checking organisations co-organised the Elections24Check project to curb disinformation in the 2024 European elections. This research analyses the activities, strategies, and editorial behaviour of the five Spanish fact-checking agencies that are integrated into the initiative. Through a content analysis applied to 3256 publications, the findings demonstrate the maturity of the Spanish ecosystem, which led the project by contributing 32.8% of the total content. Strategically, reactive action predominated, except for Newtral, which prioritised prebunking (62.6%). Political scrutiny was minor (6.6%), focusing on major coalitions and far-right leaders. Thematically, highlights included war conflicts, migration, and national/regional frameworks utilised for emotional polarisation, displacing the focus from the strictly European debate. In conclusion, Spain consolidates itself as a cornerstone of European fact-checking. However, the results reveal inefficiencies in the project’s extended timeframe, suggesting more constrained and effective frameworks for election campaigns. Furthermore, the persistence of narratives anchored to local agendas evidences a strategic fragmentation that hinders the construction of a fully pan-European public space. Full article
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23 pages, 698 KB  
Systematic Review
Digital Technologies in the Management of Smart Tourism Destinations: A Systematic Review
by Dora Gomes, Patrícia Esteves, Alexandra Lavaredas and Paulo Almeida
Sustainability 2026, 18(12), 6095; https://doi.org/10.3390/su18126095 - 13 Jun 2026
Viewed by 453
Abstract
Smart tourism destinations, embedded by the internet and information and communication technologies, have been improving tourists’ experiences and connectivity. However, Destination Management Organisations (DMOs) still lack knowledge of how digital technologies can enhance their role and bring greater competitive advantage to destinations. In [...] Read more.
Smart tourism destinations, embedded by the internet and information and communication technologies, have been improving tourists’ experiences and connectivity. However, Destination Management Organisations (DMOs) still lack knowledge of how digital technologies can enhance their role and bring greater competitive advantage to destinations. In this sense, this study aims to develop an integrated smart tourism destination management ecosystem model that clarifies the relationships between digital technologies, managerial functions, benefits and implementation barriers within the broader smart city context. The study adopts a mixed-review design, combining bibliometric analysis and a systematic literature review. Bibliometric mapping was conducted using VOSviewer to analyse co-occurrence networks, thematic clusters and research trends. At the same time, the systematic review, with a systems thinking approach, enabled an in-depth qualitative examination of technological applications, managerial roles and governance implications. Data was gathered from 29 Scopus-indexed articles. The analysis identifies key benefits, including enhanced visitor experiences, improved decision-making and increased destination competitiveness, alongside persistent barriers related to governance, digital literacy, interoperability and cybersecurity. Based on these findings, the study proposes a conceptual ecosystem model that illustrates how DMOs can orchestrate digital technologies to support smart, sustainable and adaptive destination management. This research contributes to the smart tourism and smart cities literature by integrating bibliometric insights with a systems thinking perspective to develop a holistic destination management ecosystem model. Unlike prior reviews that address technologies or outcomes in isolation, this study offers a structured and actionable framework that advances theoretical understanding of smart tourism destinations while providing practical guidance for DMOs engaged in digital transformation. Full article
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22 pages, 1357 KB  
Article
Reconceptualising Tourism Destinations as Industrial Ecosystems: A Resource Flow Framework
by Gizem Kandemir Altunel
Sustainability 2026, 18(12), 6090; https://doi.org/10.3390/su18126090 - 13 Jun 2026
Viewed by 230
Abstract
Tourism destinations consume vast quantities of energy, water, food, and materials, yet these resource flows remain largely invisible in destination planning practice. The aim of this paper is to develop a conceptual framework that reconceptualises tourism destinations as industrial ecosystems and makes their [...] Read more.
Tourism destinations consume vast quantities of energy, water, food, and materials, yet these resource flows remain largely invisible in destination planning practice. The aim of this paper is to develop a conceptual framework that reconceptualises tourism destinations as industrial ecosystems and makes their material and energy flows visible, quantifiable, and amenable to destination-scale planning. Existing frameworks prioritise governance and demand management, leaving the material dimension of sustainability unaddressed. To this end, the paper proposes a multi-scale resource-flow framework grounded in industrial ecology. This is a conceptual framework paper: it develops analytical architecture for destination-scale resource accounting rather than reporting empirical measurements. The framework organises four analytical components—actors, flows, structural configurations, and feedback mechanisms—across macro, meso, and micro scales. Three planning capabilities are advanced: supply-chain-complete environmental accounting, resource hotspot detection, and policy design along the full causal chain from structural arrangement to environmental outcome. Material flow analysis, life cycle assessment, and industrial symbiosis mapping are presented as operational tools, illustrated through reference to high-intensity coastal tourism systems. Industrial symbiosis is positioned as a structural mechanism through which by-product valorisation reduces destination-level resource throughput. The study contributes a bridging framework between governance-oriented tourism planning and the material accounting rigour of industrial ecology, distinguishing it from circular economy models that supply a design principle but no material accounting, from urban metabolism approaches that assume temporally stable flows, and from regenerative development that is values-based rather than quantitative. The framework offers a foundation for more integrated and resource-efficient destination sustainability planning. Full article
(This article belongs to the Topic Tourism: Strategies for Sustainable Destinations)
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26 pages, 4049 KB  
Article
Sustainability Challenges and Opportunities for Social Enterprises in Romania: A Multidimensional Analysis
by Sorin Cace, Nina Stănescu, Dan Adrian Nicolae and Corina Cace
Sustainability 2026, 18(12), 6076; https://doi.org/10.3390/su18126076 - 12 Jun 2026
Viewed by 278
Abstract
Over the last two decades, social enterprises in Romania have taken on an increasingly important role in the production and provision of social goods and services for vulnerable groups. Although forms of the social economy have long existed in Romanian society, sustainability remains [...] Read more.
Over the last two decades, social enterprises in Romania have taken on an increasingly important role in the production and provision of social goods and services for vulnerable groups. Although forms of the social economy have long existed in Romanian society, sustainability remains a constant concern, particularly in the context of dependence on European Union structural funds. This study identifies the multidimensional factors influencing the sustainability of social enterprises in Romania, combining a quantitative analysis of 121 certified social enterprises from the National Register (2016–2022) with qualitative case studies of 15 selected organisations. Revenue diversification was significantly associated with financial sustainability (β = −0.28, p < 0.01), whilst high dependence on EU funding (>50% of revenue) was negatively associated with long-term viability (HR = 2.18, p = 0.002). Participation in networks was associated with markedly higher five-year survival rates (87.2% for network members versus 69.5% for non-members). Six key sustainability strategies were identified: hybrid revenue models, integration into the value chain, community inclusion, adaptive leadership, strategic partnerships, and effective communication of results and impact. Environmental sustainability is addressed with preliminary proxy evidence from the qualitative component; systematic measurement of this dimension represents a priority for future research. The findings confirm the absence of an integrated support framework for the sustainable activities of the social economy and, in some cases, the limited capacity of public institutions to support vulnerable groups. Policy recommendations include phased funding mechanisms, transitional support instruments and the systematic development of regional ecosystems. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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22 pages, 8669 KB  
Article
Digital Platforms as a Holistic Approach to Improve Sustainability in Tourism
by Micael Fidalgo and Francisco Dias
Sustainability 2026, 18(12), 5983; https://doi.org/10.3390/su18125983 - 11 Jun 2026
Viewed by 522
Abstract
Digital platforms are increasingly presented as instruments for sustainable tourism governance, yet destinations often remain data-rich and governance-poor: digital traces are dispersed across actors, indicators are weakly standardised and communities frequently lack meaningful access to the information that shapes destination decisions. This article [...] Read more.
Digital platforms are increasingly presented as instruments for sustainable tourism governance, yet destinations often remain data-rich and governance-poor: digital traces are dispersed across actors, indicators are weakly standardised and communities frequently lack meaningful access to the information that shapes destination decisions. This article addresses this problem through the conceptual design and preliminary formative evaluation of ORVE (Optimisation of Resources and Valorisation of Experiences), a destination-level platform designed to connect tourists and residents, companies and institutions and Destination Management Organisations (DMOs) through a circular data ecosystem, understood as feedback loops across stakeholder levels. Methodologically, the study adopts Design Science Research (DSR). It operationalises problem identification, definition of solution objectives, artefact design and development, preliminary demonstration and formative evaluation, while recognising that full-scale causal evaluation remains a future research stage. The empirical component draws on a real-world pre-test with 12 tourism companies mediated by Biosphere Portugal, two Biosphere-administered pilot-company surveys involving 58 and 52 companies and scenario-based testing by 14 student groups involving more than 60 final-year students from Tourism and Tourism and Hospitality Management programmes. These sources are interpreted as exploratory and formative evidence rather than as a representative adoption study or a causal impact evaluation. The results suggest perceived usefulness for structuring sustainability information, supporting indicator monitoring and informing decision making, while also revealing operational constraints related to usability, data-entry flexibility, privacy communication, validation mechanisms, data availability in micro and small enterprises and the need for close onboarding support. The article contributes a refined platform architecture, a governance requirements matrix, design principles, an operationalisation roadmap and an evaluation protocol for sustainable tourism platform governance. Full article
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17 pages, 2177 KB  
Article
Digital and Corporate Strategy in Bio-Health Start-Ups: Andalusia Health Technology Park (2025)
by Elena Becerra, José Borja Arjona and Juan Salvador Victoria
Journal. Media 2026, 7(2), 120; https://doi.org/10.3390/journalmedia7020120 - 4 Jun 2026
Viewed by 272
Abstract
While digital communication is critical for business growth, there is a notable lack of research concerning the specific digital and corporate strategies of bio-health start-ups in regional ecosystems like Andalusia. This article addresses this gap by analysing the corporate and digital strategies of [...] Read more.
While digital communication is critical for business growth, there is a notable lack of research concerning the specific digital and corporate strategies of bio-health start-ups in regional ecosystems like Andalusia. This article addresses this gap by analysing the corporate and digital strategies of the leading bio-health start-ups at the Andalusian Health Technology Park. The research focuses on innovation in the health sector and builds on the broader discourse surrounding science communication as applied to Andalusian companies. Health innovation companies are implementing their digital corporate strategies to raise their profile and reach their target audience. For Andalusian bio-health start-ups, the main focus is on their websites; this is why they are analysed here from different perspectives, with the aim of evaluating the information they share and its effectiveness. To this end, a mixed approach combining quantitative and qualitative content analysis is proposed, and data analysis tools are applied to web traffic and performance factors, as well as to the analysis of corporate culture and brand identity. The results indicate that these companies are consistent with digital communication strategies typical of B2B models, that is, emerging and highly specialised companies. In the corporate sphere, there is generally a strong focus on positioning within a framework that fosters organisational culture, employee recognition and the key elements of effective brand architecture. Full article
(This article belongs to the Special Issue Communication in Startups: Competitive Strategies for Differentiation)
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16 pages, 490 KB  
Review
Systemic Coherence for Non-Linear Pedagogy and Integral Development in School Physical Education: An Interpretive Synthesis and Teacher Education Framework
by Heng Yeow Yap and Jernice Sing Yee Tan
Educ. Sci. 2026, 16(6), 850; https://doi.org/10.3390/educsci16060850 - 28 May 2026
Viewed by 274
Abstract
School physical education (PE) has often relied on linear progressions in which teachers demonstrate, pupils practise prescribed techniques, and achievement is judged through visible reproduction of preferred movement forms. Non-linear pedagogy (NLP) and the constraints-led approach (CLA) offer an alternative ecological-dynamics rationale for [...] Read more.
School physical education (PE) has often relied on linear progressions in which teachers demonstrate, pupils practise prescribed techniques, and achievement is judged through visible reproduction of preferred movement forms. Non-linear pedagogy (NLP) and the constraints-led approach (CLA) offer an alternative ecological-dynamics rationale for supporting pupils’ integral development, including motor competence, adaptable movement capability, and dispositions for lifelong physical activity and physical literacy. However, existing review work has not sufficiently explained why principled NLP/CLA designs remain unevenly enacted across ordinary school PE systems. We conducted a theory-informed interpretive synthesis drawing on critical interpretive synthesis and thematic synthesis. A structured English-language search of ERIC, SPORTDiscus, Scopus, and Google Scholar (2010–2025) was combined with title-and-abstract screening, full-text assessment, backward and forward citation chaining, and purposive retention of foundational or Singapore-context records, and reporting was strengthened through PRISMA-like transparency aids adapted to interpretive synthesis. The final coded corpus comprised 36 included sources: 9 empirical studies, 3 reviews, 9 conceptual or practitioner texts, 6 theoretical or critical sources, 4 review-method papers, and 5 Singapore policy, context, or professional-learning documents used as an illustrative policy lens. Through iterative coding, descriptive theme development, and analytical integration, we identified six coherence domains shaping enactment: teacher beliefs and knowledge; curriculum and lesson structure; assessment and accountability; systemic and resource constraints; professional development ecosystems; and stakeholder and cultural factors. These domains informed a Systemic Coherence Framework spanning micro, meso, and macro levels. The synthesis suggests that assessment coherence may be a high-leverage condition because it links curriculum legitimacy, reporting, and teacher defensibility, but its comparative influence across domains remains a hypothesis for future empirical testing. The framework is offered as an analytic heuristic rather than a prescriptive model and is intended to help researchers, teacher educators, school leaders, and policy actors diagnose where curriculum intent, assessment language, professional learning, and organisational routines support or inhibit ecologically informed practice. Full article
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28 pages, 342 KB  
Systematic Review
Digital Product Passports: A Systematic Literature Review on Framework Design and Validation
by Stig Morten Lyse and Lizhen Huang
Digital 2026, 6(2), 43; https://doi.org/10.3390/digital6020043 - 26 May 2026
Viewed by 482
Abstract
Digital Product Passports (DPPs) are being introduced in the European Union to support circular economy strategies, improve product transparency, and enable lifecycle-based compliance and decision-making. Despite growing interest, research on DPPs remains fragmented, and there is limited consensus on how to design and [...] Read more.
Digital Product Passports (DPPs) are being introduced in the European Union to support circular economy strategies, improve product transparency, and enable lifecycle-based compliance and decision-making. Despite growing interest, research on DPPs remains fragmented, and there is limited consensus on how to design and validate DPP frameworks in real-world contexts. This paper presents a systematic literature review of peer-reviewed studies that explicitly define, structure, or assess DPP-related frameworks. Using a transparent search strategy based on Scopus and IEEE Xplore, combined with structured screening, the review assesses framework design elaboration and validation maturity across included studies and interprets recurring framework archetypes across application sectors. The results show that most studies emphasise conceptual or architectural designs. These commonly adopt data-centric, layered, technology-anchored, or ecosystem-oriented structures and frequently refer to enabling technologies such as digital twins, blockchain, data spaces, and knowledge graphs. However, explicit validation remains limited and is primarily restricted to illustrative case studies, stakeholder-informed assessments, or prototypes, with few studies evaluating scalability, interoperability, or lifecycle-spanning operation in real-world contexts. By consolidating design principles and validation practices across sectors in this targeted corpus, the review clarifies the current state of the art and highlights critical research gaps. The findings indicate that DPP research is characterised by a strong emphasis on framework design, with comparatively limited empirical validation. Furthermore, critical research gaps include the lack of rigorous empirical validation, cross-organisational testing, lifecycle-spanning evaluation, clearly defined data governance responsibilities, convergence towards shared reference architectures, and sector-specific adaptation. Full article
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24 pages, 4208 KB  
Article
Sociotechnical Enablers of Digital Transformation of South African Retail SMMEs
by Luyolo Mahlangabeza and Michael Twum-Darko
Adm. Sci. 2026, 16(5), 237; https://doi.org/10.3390/admsci16050237 - 19 May 2026
Viewed by 687
Abstract
Digital transformation (DT) is becoming of strategic importance for Small, Medium and Micro Enterprises (SMMEs), especially in the retail sector, where a significant portion of customer engagement, operational efficiency, and market competitiveness is shaped by digital technologies. Even though there is a growing [...] Read more.
Digital transformation (DT) is becoming of strategic importance for Small, Medium and Micro Enterprises (SMMEs), especially in the retail sector, where a significant portion of customer engagement, operational efficiency, and market competitiveness is shaped by digital technologies. Even though there is a growing availability of smartphones, mobile payment systems, and social media platforms, many South African retail SMMEs struggle to achieve a sustained and meaningful DT. Existing studies offer limited insights into the dynamic interactions between technological, organisational, and human agency factors that enable digital uptake over time. This study investigates the sociotechnical dynamics of DT among retail SMMEs in the Eastern and Western Cape provinces of South Africa. The research integrates Adaptive Structuration Theory (AST) with the Limits to Success Archetype (LSA) to conceptualise DT as an evolving process shaped by the interplay of technology, organisational structures (formal arrangement of roles, responsibilities, authority, and communication patterns within an organisation), and human agency. Using an exploratory qualitative research design, purposively sampled semi-structured interviews were conducted with 23 retail owners, directors and managers. The interviews were transcribed, and the data were analysed thematically using the Braun and Clarke six-step thematic analysis framework on Atlas.ti 25. Findings indicate that DT in retail SMMEs is enabled by pragmatic, tool-level digital adoption, training, education, ongoing skill development, alignment with business capacity, regulatory clarity, operational realities, addressing scams, fraud, data security, a user-friendly interface, and the availability of native language digital tools, structural interventions that reduce inequality, and DT ecosystem support. The study contributes to DT scholarship by integrating sociotechnical and systems-thinking perspectives to explain the trajectories of DT in retail SMMEs. It also provides practical insights for policymakers, support institutions, and digital ecosystem actors seeking to democratise DT in emerging-market retail contexts. Full article
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38 pages, 649 KB  
Review
From Biosignals to Bedside: A Review of Real-Time Edge Machine Learning for Wearable Health Monitoring
by Mustapha Oloko-Oba, Ebenezer Esenogho and Kehinde Aruleba
Bioengineering 2026, 13(5), 559; https://doi.org/10.3390/bioengineering13050559 - 15 May 2026
Viewed by 543
Abstract
Wearable devices increasingly capture biosignals such as electrocardiograms, photoplethysmograms, inertial signals, and electrodermal activity during daily life, enabling earlier detection and continuous monitoring outside the clinic. Real-time edge machine learning can convert these streams into timely, privacy-preserving inference by placing computation on a [...] Read more.
Wearable devices increasingly capture biosignals such as electrocardiograms, photoplethysmograms, inertial signals, and electrodermal activity during daily life, enabling earlier detection and continuous monitoring outside the clinic. Real-time edge machine learning can convert these streams into timely, privacy-preserving inference by placing computation on a wearable (device-only) or a paired phone, with intermittent cloud assist used selectively for dashboards, summarisation, and lifecycle management. Clinical adoption remains uneven because free-living data are noisy, labels are often delayed, and device ecosystems evolve over time. This narrative review organises the literature as an end-to-end deployment pathway: sensing and artefact management, streaming windowing and multimodal alignment, and model families suited to on-device inference. We compare classical feature-based pipelines with learned representations, including compact CNN/TCN and recurrent and efficient attention-based models, and discuss when self-supervised pretraining and distillation are most useful in low-label settings. We then synthesise deployment engineering levers (quantisation, pruning, and distillation) and benchmarking requirements, emphasising runtime constraints that determine feasibility: latency per update, peak RAM, energy per inference, duty cycle, and thermal behaviour. Applications are grouped across cardiovascular monitoring, blood pressure and haemodynamics, sleep and respiration, and movement and stress, with explicit attention to false-alert burden, adherence, and workflow integration. To support translation, we provide a validation ladder and a reliability toolkit covering calibration, uncertainty-aware thresholds and deferral, drift monitoring triggers, and safe update governance. The novelty of this review is a deployment-oriented synthesis that ties modelling choices to edge tiers and resource budgets and provides reusable reporting templates, including an edge-cost card and comparative tables spanning modalities, models, deployment levers, applications, and reliability requirements. Full article
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33 pages, 2175 KB  
Article
Extending Taxonomies and Mapping P2P Credit Card Fraud (Carding) Forums on the Dark Web
by Jose-Amelio Medina-Merodio, Mikel Ferrer-Oliva, José Fernández López, Alejandro Ruiz-Zambrano and Adrián Domínguez-Díaz
Information 2026, 17(5), 469; https://doi.org/10.3390/info17050469 - 12 May 2026
Viewed by 1090
Abstract
Credit card fraud constitutes a core component of the contemporary cybercrime economy, in which dark web carding forums play a pivotal role in coordinating, commoditising, and disseminating illicit activities. While prior research has primarily focused on transaction-level fraud detection, comparatively limited attention has [...] Read more.
Credit card fraud constitutes a core component of the contemporary cybercrime economy, in which dark web carding forums play a pivotal role in coordinating, commoditising, and disseminating illicit activities. While prior research has primarily focused on transaction-level fraud detection, comparatively limited attention has been devoted to the systematic analysis of the social and organisational ecosystems within which these practices are enacted. This study addresses this gap by proposing and validating a domain-specific taxonomy for the automated classification of content in P2P carding forums. To this end, we adopt an iterative, data-driven methodology that integrates large language models (LLMs), lexical co-occurrence analysis, and semantic network analysis. Using a corpus of 3260 posts, we define and operationalise a taxonomy structured around four predicates: activity context, actor role, products and services, and technical tools, supported by a locally deployed LLM (Llama 4 Scout). A human-annotated subset was additionally used to evaluate inter-annotator agreement and standard classification metrics, complementing the coverage-based assessment and enabling comparison against a keyword-based baseline. Evaluation was further strengthened through manual benchmarking, confidence intervals, sensitivity analysis of key pipeline components, and comparison with alternative open-weight models. The results indicate that the proposed taxonomy achieves broad corpus-level representational coverage, with at least one semantic dimension identified in 98.71% of posts. However, coverage is uneven across predicates: activity-context is highly explicit, whereas actor-role and product-service show only moderate coverage and technique-tool remains substantially underrepresented and ambiguous. Overall, the findings show that combining domain-specific taxonomies with LLM-assisted classification and network analysis offers a robust framework for understanding and monitoring carding ecosystems in the dark web. Full article
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21 pages, 1207 KB  
Review
Enablers and Barriers to Corporate Blue Accounting Disclosure Adoption: A Scoping Review
by Ntombizandile Mbiza, Frank Ranganai Matenda, Jean Damascene Mvunabandi and Bomi Cyril Nomlala
J. Risk Financial Manag. 2026, 19(5), 335; https://doi.org/10.3390/jrfm19050335 - 6 May 2026
Viewed by 588
Abstract
Blue accounting has emerged as a reporting approach to enhance corporate transparency and responsible stewardship of marine ecosystems. This aligns particularly with Sustainable Development Goal (SDG) 14; however, its conceptual development and practical adoption remain uneven. This scoping review synthesises existing evidence on [...] Read more.
Blue accounting has emerged as a reporting approach to enhance corporate transparency and responsible stewardship of marine ecosystems. This aligns particularly with Sustainable Development Goal (SDG) 14; however, its conceptual development and practical adoption remain uneven. This scoping review synthesises existing evidence on the enablers and barriers (determinants) influencing corporate blue accounting disclosure practices. Guided by Arksey and O’Malley’s five-stage framework, a structured search of Scopus, ScienceDirect, Wiley, and Google Scholar was conducted for peer-reviewed English-language studies published up to October 2025. Of 109 records identified, 19 met the inclusion criteria and were included in the thematic analysis. The findings indicate that corporate blue accounting disclosure practices are primarily driven by stakeholder and investor pressure, climate accountability commitments, reputational considerations, competitive positioning, and alignment with global sustainability agendas. Key barriers include the absence of standardised reporting frameworks, limited regulatory mandates, technical gaps, institutional capacity constraints, and the risk of symbolic disclosure (“blue-washing”). Together, these findings highlight that the adoption of blue accounting disclosure practices is shaped by a combination of enablers and barriers (determinants). Overall, the evidence suggests that blue accounting practices remain largely voluntary and lack consistency and comparability. Advancing uniform standards, clearer regulatory guidance, and organisational capacity development are necessary to strengthen the credibility and substantive contribution of corporate marine-related disclosures. Full article
(This article belongs to the Section Business and Entrepreneurship)
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