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Platforms

Platforms is an international, peer-reviewed, open access journal on platform management, services, policy and all related research published quarterly online by MDPI.

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All Articles (52)

Misinformation has become a persistent feature of contemporary digital information environments. Platform designs and business models often privilege attention, engagement, and repeated exposure over epistemic quality. However, misinformation does not diffuse uniformly across platform structures. This study examines how contested claims in a South Korean social policy controversy circulate on YouTube. The analysis focuses on unfounded allegations regarding permanent employment offers to part-time workers at Incheon International Airport across two analytic levels: (1) a videoclip network, in which video-to-video ties are formed through shared commenters over time, and (2) a channel network, in which channel-to-channel ties are formed through shared commenters over time. Drawing on YouTube Data API records, we employ a mixed computational approach that integrates social network analysis, speech-to-text transcription, natural language processing, semantic network analysis, and automated content classification. Videos are classified as misinformation or non-misinformation based on the presence of demonstrably incorrect claims or corrective content. We compare network structure, diffusion patterns, and engagement dynamics across these two layers. The results reveal pronounced layer-specific differences. Misinformation diffuses more extensively within the channel network, which exhibits higher density and stronger cross-channel interconnectedness, suggesting that creator-level infrastructures function as stabilising conduits for the circulation of false claims. By contrast, diffusion pathways at the videoclip level show comparatively weaker differentiation between misinformation and non-misinformation content. Engagement patterns also diverge misinformation videos attract significantly more likes, while message format and channel attributes are less consistently distinguishing. From a theoretical standpoint, this study advances a multi-layer diffusion perspective on platform-mediated misinformation by demonstrating how platform architectures shape the visibility, persistence, and amplification of false claims. The findings highlight the importance of intervention strategies that move beyond individual content moderation toward creator- and network-level governance mechanisms, with implications for the design of platform features, recommendation systems, and misinformation mitigation tools.

25 May 2026

Overall Channel Network (whole version).

This article examines how platform-mediated crisis policy shaped inclusion and exclusion outcomes for small, medium, and micro enterprises (SMMEs) in the Western Cape during COVID-19. Integrating a market-failure perspective with entrepreneurial ecosystem theory, we present a theory-driven secondary analysis of 16 qualitative interviews and policy documents. We map five crisis-amplified failures—finance, markets, digital, institutions, and human capital—onto Isenberg’s six ecosystem domains and analyze how provincial interventions, particularly digital marketplaces, voucher schemes, and online coordination tools, functioned as governance mechanisms regulating access, visibility, and participation. The findings show that platform-mediated interventions accelerated coordination and digital market access but disproportionately benefited already connected firms, leaving institutional and inclusion gaps largely unresolved. We conceptualize sub-national crisis response as a form of platform governance and discuss implications for designing more inclusive digital policy infrastructures in middle-income contexts.

13 April 2026

Conceptual framework linking crisis-induced failures, ecosystem domains and provincial interventions. Source: Compiled by authors.

Rural territories continue to face persistent structural challenges related to depopulation, limited economic diversification, and unequal access to specialized knowledge. Although scientific research and applied expertise are widely recognized as critical resources for addressing these challenges, their effective transmission to local actors remains fragmented. In recent years, digital platforms have emerged as potential mechanisms to bridge this gap; however, their role within rural development frameworks remains conceptually underdeveloped. This paper proposes a conceptual framework for knowledge transmission platforms oriented towards rural development, integrating scientific research, applied analysis, and structured dissemination within a unified operational architecture. Drawing on a structured review of the literature on rural development, knowledge transfer, and digital platforms, the framework identifies key functional dimensions and design principles that shape platform-based knowledge intermediation. The framework is illustrated through a qualitative case study of CreandoTuProvincia, a Spanish platform focused on territorial analysis and rural knowledge transmission. The findings highlight the relevance of hybrid platforms that combine scientific rigour, accessibility, and territorial embeddedness, offering a scalable model for strengthening evidence-informed rural development strategies. By conceptualizing platforms as structured knowledge intermediaries, this study contributes to the emerging literature on knowledge-based rural development and provides practical insights for policymakers, researchers, and platform designers.

7 April 2026

Conceptual framework of knowledge transmission platforms for rural development.

This study aims to systematically analyze scholarly research on virtual reality (VR), augmented reality (AR), and the metaverse in the tourism and hospitality sectors, offering insights into publication patterns, key contributors, thematic evolution, and potential research directions from 2016 to mid-2025. It maps how the literature evolved in response to technological maturation and changing tourism constraints. A systematic literature review and comprehensive bibliometric analysis were conducted using the Scopus database. The analysis encompassed bibliographic metrics, thematic clustering, and content analysis techniques to identify influential journals, authors, and evolving research themes. The results reveal a pronounced acceleration in research activity post-2020, reflecting heightened interest due to the COVID-19 pandemic’s push towards digital and immersive solutions. Core journals identified include Tourism Management, Current Issues in Tourism, and Journal of Travel Research. Influential contributors such as Timothy H. Jung, M. Claudia tom Dieck, and Dimitrios Buhalis significantly shaped the field. The thematic trajectory demonstrates a shift from initial exploration and application of VR and AR technologies toward comprehensive integration into metaverse ecosystems, with emerging themes such as digital twins, synthetic experiences, immersive storytelling, and growing emphasis on ethical and sustainability considerations. By synthesizing nearly a decade of research, this study provides valuable insights into immersive technologies’ evolution in tourism and hospitality, identifying critical areas for future investigation aligned with enterprise information management strategies.

26 March 2026

Evolution of immersive technologies in tourism. Source: Authors’ own elaboration. Note: An illustrative example is the use of digital reconstruction to support rehabilitation of damaged heritage sites such as Notre-Dame Cathedral or Palmyra.

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Platforms - ISSN 2813-4176