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Search Results (860)

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Keywords = digital technology skills

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20 pages, 757 KB  
Article
Sustainable Competitive Advantage of Turkish Contractors in Poland
by Volkan Arslan
Sustainability 2025, 17(17), 8010; https://doi.org/10.3390/su17178010 - 5 Sep 2025
Viewed by 8
Abstract
The burgeoning economic relationship between Türkiye and Poland, marked by a targeted $10 billion trade volume, has catalyzed significant Turkish engagement in the Polish construction sector. Ranked second globally in international contracting, Turkish firms are increasingly undertaking complex infrastructure projects in Poland, making [...] Read more.
The burgeoning economic relationship between Türkiye and Poland, marked by a targeted $10 billion trade volume, has catalyzed significant Turkish engagement in the Polish construction sector. Ranked second globally in international contracting, Turkish firms are increasingly undertaking complex infrastructure projects in Poland, making it a critical European market to analyze. This study develops a comprehensive framework to identify and evaluate the sources of sustainable competitive advantage for Turkish contractors operating in this dynamic environment. The research adopts a qualitative, single-case study methodology, centered on the extensive project portfolio of a leading Turkish firm in Poland. The analytical approach is twofold. First, it employs Porter’s Diamond Framework to deconstruct the existing competitive advantages, revealing a shift from traditional low-cost models to a sophisticated synergy of superior labor management capabilities, strategic local partnerships, and expertise in complex project delivery. These strengths are shown to align directly with Poland’s critical needs, particularly its skilled labor shortage and ambitious infrastructure agenda. Second, a Foresight Analysis is conducted to map plausible future scenarios through 2035, addressing key uncertainties such as geopolitical shifts and the pace of technological adoption. The findings demonstrate that the sustained success of Turkish contractors hinges on their ability to deliver targeted value. The study concludes by proposing a set of “no-regrets” strategies—including accelerated ESG and digital up-skilling, forging deep local partnerships, and developing financial engineering capabilities—designed to secure and enhance their competitive positioning. The results provide an actionable roadmap for industry practitioners and valuable insights for policymakers fostering bilateral economic collaboration. Full article
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30 pages, 1140 KB  
Systematic Review
Digital Technologies for Young Entrepreneurs in Latin America: A Systematic Review of Educational Innovations (2018–2024)
by Pedro Manuel Silva León, Luis Edgardo Cruz Salinas, Gary Christiam Farfán Chilicaus, Gabriela Lizeth Castro Ijiri, Lisseth Katherine Chuquitucto Cotrina, Flor Delicia Heredia Llatas, Emma Verónica Ramos Farroñán and Celin Pérez Nájera
Soc. Sci. 2025, 14(9), 537; https://doi.org/10.3390/socsci14090537 - 5 Sep 2025
Viewed by 16
Abstract
This systematic review based on PRISMA presents an analysis of 74 studies, conducted between 1889 and 2024, on the issue of digital technologies for the development of entrepreneurial skills of young people, with a focus on Latin America. The original review combines 44 [...] Read more.
This systematic review based on PRISMA presents an analysis of 74 studies, conducted between 1889 and 2024, on the issue of digital technologies for the development of entrepreneurial skills of young people, with a focus on Latin America. The original review combines 44 regional and 30 international studies, examining mobile platforms, e-commerce, artificial intelligence, and immersive technologies. The results present a paradigm of innovation through constraint, with all successful adaptations driven by infrastructural limitations. As case studies, Latin American contexts have demonstrated the effectiveness of mobile technology and microlearning comparable to costly immersive technologies, completely contradicting deficit narratives. Seventy-eight percent of regional studies adhere systematically to the Sustainable Development Goals (SDGs 4, 8, 10), illustrating an inclusive approach to technological development that values social impact over technical sophistication. Triangulation bibliometrics confirm the institutionalization of three research traditions—techno-deterministic, constructivist, and critical—with a focus on innovation–digital transformation–technological entrepreneurship. Studies show that contexts traditionally considered “limited” generate innovations with potential for reverse transfer to developed economies. The implementation gap between research and practice reflects systemic tensions between academic frameworks and contextual complexities. This will motivate fundamental justifications for implementing educational policies in ways that support contextual diversity as a strategic strength, fostering the sustainable development of youth entrepreneurial skills in the digital age. Full article
(This article belongs to the Section Work, Employment and the Labor Market)
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40 pages, 796 KB  
Article
Entropy-Based Assessment of AI Adoption Patterns in Micro and Small Enterprises: Insights into Strategic Decision-Making and Ecosystem Development in Emerging Economies
by Gelmar García-Vidal, Alexander Sánchez-Rodríguez, Laritza Guzmán-Vilar, Reyner Pérez-Campdesuñer and Rodobaldo Martínez-Vivar
Information 2025, 16(9), 770; https://doi.org/10.3390/info16090770 - 5 Sep 2025
Viewed by 29
Abstract
This study examines patterns of artificial intelligence (AI) adoption in Ecuadorian micro and small enterprises (MSEs), with an emphasis on functional diversity across value chain activities. Based on a cross-sectional dataset of 781 enterprises and an entropy-based model, it assesses internal variability in [...] Read more.
This study examines patterns of artificial intelligence (AI) adoption in Ecuadorian micro and small enterprises (MSEs), with an emphasis on functional diversity across value chain activities. Based on a cross-sectional dataset of 781 enterprises and an entropy-based model, it assesses internal variability in AI use and explores its relationship with strategic perception and dynamic capabilities. The findings reveal predominant partial adoption, alongside high functional entropy in sectors such as mining and services, suggesting an ongoing phase of technological experimentation. However, a significant gap emerges between perceived strategic use and actual functional configurations—especially among microenterprises—indicating a misalignment between intent and organizational capacity. Barriers to adoption include limited technical skills, high costs, infrastructure constraints, and cultural resistance, yet over 70% of non-adopters express future adoption intentions. Regional analysis identifies both the Andean Highlands and Coastal regions as “innovative,” although with distinct profiles of digital maturity. While microenterprises focus on accessible tools (e.g., chatbots), small enterprises engage in data analytics and automation. Correlation analyses reveal no significant relationship between functional diversity and strategic value or capability development, underscoring the importance of qualitative organizational factors. While primarily descriptive, the entropy-based approach provides a robust diagnostic baseline that can be complemented by multivariate or qualitative methods to uncover causal mechanisms and strengthen policy implications. The proposed framework offers a replicable and adaptable tool for characterizing AI integration and informing differentiated support policies, with relevance for Ecuador and other emerging economies facing fragmented digital transformation. Full article
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19 pages, 1153 KB  
Article
ChatGPT in Early Childhood Science Education: Can It Offer Innovative Effective Solutions to Overcome Challenges?
by Mustafa Uğraş, Zehra Çakır, Georgios Zacharis and Michail Kalogiannakis
Computers 2025, 14(9), 368; https://doi.org/10.3390/computers14090368 - 3 Sep 2025
Viewed by 520
Abstract
This study explores the potential of ChatGPT to address challenges in Early Childhood Science Education (ECSE) from the perspective of educators. A qualitative case study was conducted with 33 Early Childhood Education (ECE) teachers in Türkiye, using semi-structured interviews. Data were analyzed through [...] Read more.
This study explores the potential of ChatGPT to address challenges in Early Childhood Science Education (ECSE) from the perspective of educators. A qualitative case study was conducted with 33 Early Childhood Education (ECE) teachers in Türkiye, using semi-structured interviews. Data were analyzed through content analysis with MAXQDA 24 software. The results indicate that ECE teachers perceive ChatGPT as a partial solution to the scarcity of educational resources, appreciating its ability to propose alternative material uses and creative activity ideas. Participants also recognized its potential to support differentiated instruction by suggesting activities tailored to children’s developmental needs. Furthermore, ChatGPT was seen as a useful tool for generating lesson plans and activity options, although concerns were expressed that overreliance on the tool might undermine teachers’ pedagogical skills. Additional limitations highlighted include dependence on technology, restricted access to digital tools, diminished interpersonal interactions, risks of misinformation, and ethical concerns. Overall, while educators acknowledged ChatGPT’s usefulness in supporting ECSE, they emphasized that its integration into teaching practice should be cautious and balanced, considering both its educational benefits and its limitations. Full article
(This article belongs to the Special Issue STEAM Literacy and Computational Thinking in the Digital Era)
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9 pages, 235 KB  
Proceeding Paper
Use of Powtoon as a Technology-Based Creative Learning Medium: A Systematic Literature Review
by Aneu Nurjanah, Dewi Susilawati, Jihan Munawafi Yusup and Agus Hendriyanto
Eng. Proc. 2025, 107(1), 54; https://doi.org/10.3390/engproc2025107054 - 3 Sep 2025
Viewed by 589
Abstract
The integration of digital technology into education has significantly shifted traditional teaching methods toward more interactive and student-centered learning. This literature review investigates the use of Powtoon, a web-based animation platform, as a creative learning medium in elementary thematic education. The study aims [...] Read more.
The integration of digital technology into education has significantly shifted traditional teaching methods toward more interactive and student-centered learning. This literature review investigates the use of Powtoon, a web-based animation platform, as a creative learning medium in elementary thematic education. The study aims to explore how Powtoon enhances student motivation, engagement, and academic outcomes through interactive visuals and storytelling. A review of previous studies reveals that Powtoon is effective across various subjects, including science, mathematics, language, and social studies, improving student focus, knowledge retention, and learning enjoyment. The research method involves analyzing empirical studies that report the educational impact of Powtoon in classroom settings. Results show that Powtoon promotes active learning, supports the development of 21st-century skills, and bridges the gap between available technology and its implementation in elementary schools, where traditional teaching still prevails. The novelty of this review lies in its focus on Powtoon’s role in cross-disciplinary thematic instruction, offering new insights beyond subject-specific usage. The study concludes that Powtoon holds strong potential as a pedagogical tool and recommends its broader adoption to foster creative, engaging, and technology-integrated learning environments in elementary education. Full article
28 pages, 1331 KB  
Article
Rewired Leadership: Integrating AI-Powered Mediation and Decision-Making in Higher Education Institutions
by Margarita Aimilia Gkanatsiou, Sotiria Triantari, Georgios Tzartzas, Triantafyllos Kotopoulos and Stavros Gkanatsios
Technologies 2025, 13(9), 396; https://doi.org/10.3390/technologies13090396 - 2 Sep 2025
Viewed by 230
Abstract
This study examines how university students perceive AI-powered tools for mediation in higher education, with a focus on the influence of communication richness and social presence on trust and the intention to use such systems. Although AI is increasingly used in educational settings, [...] Read more.
This study examines how university students perceive AI-powered tools for mediation in higher education, with a focus on the influence of communication richness and social presence on trust and the intention to use such systems. Although AI is increasingly used in educational settings, its role in handling academic mediation, where ethical sensitivity, empathy, and trust are essential, remains underexplored. To fill this gap, this study presents a model that integrates Media Richness Theory, Social Presence Theory, Technology Acceptance Models, and Trust Theory, incorporating digital fluency and conflict ambiguity as key moderating elements. Using a convergent mixed-methods design, the research involves 287 students from a variety of academic institutions. The quantitative findings indicate that students’ willingness to adopt AI mediation tools is significantly influenced by automation, efficiency, and trust, while their perceptions are shaped by how clearly the conflict is understood and by students’ digital skills. The qualitative insights reveal concerns about emotional responsiveness, transparency, and institutional capacity. According to the results, user trust rooted in perceived presence, fairness, and emotional connection is a central factor in terms of AI acceptance, and emotionally aware, transparent, algorithmic and context-sensitive design strategies should be a system-level priority for institutions when integrating AI mediation tools into academic environments. Full article
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24 pages, 710 KB  
Article
Hesitant Fuzzy-BWM Risk Evaluation Framework for E-Business Supply Chain Cooperation for China–West Africa Digital Trade
by Shurong Zhao, Mohammed Gadafi Tamimu, Ailing Luo, Tiantian Sun and Yongxing Yang
J. Theor. Appl. Electron. Commer. Res. 2025, 20(3), 233; https://doi.org/10.3390/jtaer20030233 - 2 Sep 2025
Viewed by 216
Abstract
This paper examines the risks linked to E-business collaboration between China and West Africa, with particular emphasis on Ghana as a pivotal digital commerce centre. This research employs the Hesitant Fuzzy Best–Worst Method (HF-BWM) to systematically identify and prioritise the institutional, technological, sociocultural, [...] Read more.
This paper examines the risks linked to E-business collaboration between China and West Africa, with particular emphasis on Ghana as a pivotal digital commerce centre. This research employs the Hesitant Fuzzy Best–Worst Method (HF-BWM) to systematically identify and prioritise the institutional, technological, sociocultural, and legal issues affecting cross-border e-business operations. This study combines Transaction Cost Theory (TCT), the Technology Acceptance Model (TAM), and Commitment–Trust Theory to create a comprehensive framework for analysing the interplay of these risks and their effects on transaction costs and company sustainability. The findings indicate that institutional risks constitute the most substantial obstacles, with deficient digital transaction legislation and inadequate data governance recognised as the principal drivers of uncertainty and increased transaction costs. The research indicates that these institutional challenges necessitate immediate focus, as they immediately affect corporate operations, especially in international digital commerce. Technological risks, such as cybersecurity vulnerabilities, insufficient IT skills, and deficiencies in digital infrastructure, were identified as the second most critical factors, leading to considerable operational disruptions and heightened expenses. Sociocultural hazards, such as language difficulties and varying consumer behaviours, were recognised as moderate concerns that, although significant, exert a weaker cumulative impact than technological and institutional challenges. Eventually, legal risks, especially concerning cybercrime legislation and the protection of intellectual property, were identified as substantial complicators of e-business activities, increasing the intricacy of legal compliance and cross-border contract enforcement. The results underscore the imperative for regulatory reforms, investments in cybersecurity, and methods for cultural adaptation to alleviate the identified risks and promote sustainable growth in China–West Africa e-business relationships. This study offers practical insights for governments, business leaders, and investors to effectively manage the intricate risk landscape and make educated decisions that foster enduring collaboration and trust between China and West Africa in digital trade. Full article
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27 pages, 1763 KB  
Article
Assessing the Impact of Smart and Green Transition Policies on Spatial and National Income Inequalities in EU Countries
by Spyros Niavis, George Petrakos, Kleoniki-Natalia Petrou and Yiannis Saratsis
Sustainability 2025, 17(17), 7774; https://doi.org/10.3390/su17177774 - 29 Aug 2025
Viewed by 385
Abstract
Green and digital transitions represent a dual strategic objective for the European Union (EU), requiring behavioral changes from citizens, markets, and state institutions. To support these transformations, the EU has developed an extensive policy framework that is backed by significant financial instruments. However, [...] Read more.
Green and digital transitions represent a dual strategic objective for the European Union (EU), requiring behavioral changes from citizens, markets, and state institutions. To support these transformations, the EU has developed an extensive policy framework that is backed by significant financial instruments. However, the existing research suggests that these transitions may exacerbate both spatial and socioeconomic inequalities, depending on country-specific conditions and institutional capacities. This paper investigates how environmental and technological contexts, alongside EU-transition-related policies, influence regional and income inequalities within the selected EU countries. Using panel data covering the period 2007–2020 and employing a Generalized Least Squares (GLS) estimator, the present study reveals the complex relationship between structural conditions, policy designs, and inequality outcomes. The results show that smart and green policies tend to mitigate spatial inequalities, though they are found to be less effective in addressing income inequalities. By contrast, the contextual dynamics of the twin transition, such as skill intensity, digital adoption, and emissions, exhibit mixed effects, sometimes reinforcing inequality. The findings underline the urgency of designing inclusive EU policies that combine green and smart transition measures while accounting for country- and region-specific challenges. Such an integrated approach is essential for ensuring that the twin transition strengthens social cohesion in Europe, rather than undermining it. Full article
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24 pages, 1294 KB  
Article
Student Perceptions of Digital Tools in Language and Translation Programs: A Survey-Based Case Study at the University of Maribor, Slovenia
by Bernarda Leva, Tomaž Onič, Tadej Todorović, Jurij Urh and David Hazemali
Educ. Sci. 2025, 15(9), 1119; https://doi.org/10.3390/educsci15091119 - 28 Aug 2025
Viewed by 511
Abstract
This study investigates how students of English Language and Literature Studies and those of Translation at the University of Maribor, Slovenia, perceive and engage with digital tools in academic and language learning contexts. Although students report high levels of confidence in their digital [...] Read more.
This study investigates how students of English Language and Literature Studies and those of Translation at the University of Maribor, Slovenia, perceive and engage with digital tools in academic and language learning contexts. Although students report high levels of confidence in their digital skills and express positive attitudes towards educational technologies, the survey results reveal a significant gap between perceived competence and actual usage. The study identifies the underutilization of institutional tools, limited awareness of resources available, and a reliance on general-purpose search engines rather than academic platforms. These findings highlight the need for improved digital literacy training, structured onboarding, and integration of digital tools into discipline-specific curricula. By focusing on a student population specializing in linguistics and translation in a Central and Eastern European context, this research contributes a localized perspective to broader discussions on digital transformation in higher education. The study offers applicable recommendations for enhancing institutional strategies and supporting students in becoming competent and critical users of educational technology. Full article
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21 pages, 4670 KB  
Article
An Innovative Digital Teaching Platform for Triaxial Tests on Saturated Clays: Integrating Constitutive Model Theory with Experimental Understanding
by Junxiu Liu, Jinze Zha and Kai Li
Technologies 2025, 13(9), 381; https://doi.org/10.3390/technologies13090381 - 27 Aug 2025
Viewed by 386
Abstract
This study addresses several challenges in traditional triaxial test teaching including high costs, poor environmental sustainability, and the lag of soil constitutive model education behind theoretical advancements. A digital platform for triaxial test teaching was established within the MATLAB environment. This platform integrates [...] Read more.
This study addresses several challenges in traditional triaxial test teaching including high costs, poor environmental sustainability, and the lag of soil constitutive model education behind theoretical advancements. A digital platform for triaxial test teaching was established within the MATLAB environment. This platform integrates the Anisotropic Structured Clay Model (ASCM) and the Anisotropic Creep Model (ANICREEP), supporting four key testing conditions. It accommodates various teaching scenarios and experimental designs, clearly illustrating the stress–strain relationships of soil and the evolution of key state variables under different testing conditions. The platform helps students gain a deeper understanding of soil mechanical behavior while alleviating the burden of complex mathematical derivations, thereby establishing a new technology suitable for engineering education. The platform is highly aligned with the teaching needs of triaxial tests in the undergraduate course “Soil Mechanics” and can effectively support the in-depth exploration of constitutive model theory in the graduate course “Numerical Computation in Geotechnical Engineering”, providing robust support for cultivating students’ theoretical understanding and practical analytical skills. This technology not only promotes the deep integration of educational digitalization and modernization within geotechnical engineering teaching but also establishes an economical, sustainable, and innovative teaching paradigm. Furthermore, through its openness and extensibility, the platform injects new momentum into the implementation of educational digitalization strategies and serves as a model for building an open and shared curriculum resource system. Full article
(This article belongs to the Section Construction Technologies)
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32 pages, 763 KB  
Article
The Impact of Technological Development on the Productivity of UK Banks
by Nour Mohamad Fayad, Ali Awdeh, Jessica Abou Mrad, Ghaithaa El Mokdad and Madonna Nassar
FinTech 2025, 4(3), 45; https://doi.org/10.3390/fintech4030045 - 26 Aug 2025
Viewed by 500
Abstract
This study investigates the impact of digitalisation and intangible investment—specifically digital skills and software adoption—on productivity in the United Kingdom’s banking sector. Software adoption is captured through banks’ investment in enterprise systems (CRM/ERP, cloud computing, and related applications), rather than a single software [...] Read more.
This study investigates the impact of digitalisation and intangible investment—specifically digital skills and software adoption—on productivity in the United Kingdom’s banking sector. Software adoption is captured through banks’ investment in enterprise systems (CRM/ERP, cloud computing, and related applications), rather than a single software version. Drawing on detailed bank-level data from six major UK banks over the period 2007–2022, this research provides empirical evidence that higher intensities of digital human capital and intangible assets are positively associated with improvements in both employee productivity and overall bank performance. A standard deviation increase in software specialist employment is associated with productivity gains of 10.3% annually, though this upper-bound estimate likely combines direct effects with complementary factors such as concurrent IT investments (e.g., cloud infrastructure) and managerial innovations. The findings also highlight substantial heterogeneity across banks, with younger institutions experiencing more pronounced benefits from intangible investment due to their greater flexibility and innovation capacity. Furthermore, this study reveals that the adoption of high-speed internet and investment in IT hardware have a strong positive effect on bank productivity, particularly in the wake of the COVID-19 pandemic, which accelerated digital transformation across the sector. However, the observational nature of the study and the limited sample size necessitate caution in generalising the findings. While the results have implications for digital workforce development and technology infrastructure, policy recommendations should be interpreted as preliminary, pending further validation in broader samples and diverse institutional settings. This study concludes by advocating for targeted strategies to expand digital skills, promote software diffusion, and modernise infrastructure to facilitate productivity convergence, while emphasising the need for future research to address potential endogeneity and external validity limitations. Full article
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23 pages, 6955 KB  
Article
Sustainable Design on Intangible Cultural Heritage: Miao Embroidery Pattern Generation and Application Based on Diffusion Models
by Qianwen Yu, Xuyuan Tao and Jianping Wang
Sustainability 2025, 17(17), 7657; https://doi.org/10.3390/su17177657 - 25 Aug 2025
Viewed by 733
Abstract
Miao embroidery holds significant cultural, economic, and aesthetic value. However, its transmission faces numerous challenges: a high learning threshold, a lack of interest among younger generations, and low production efficiency. These factors have created obstacles to its sustainable development. In the age of [...] Read more.
Miao embroidery holds significant cultural, economic, and aesthetic value. However, its transmission faces numerous challenges: a high learning threshold, a lack of interest among younger generations, and low production efficiency. These factors have created obstacles to its sustainable development. In the age of artificial intelligence (AI), generative AI is expected to improve the efficiency of pattern innovation and the adaptability of the embroidery industry. Therefore, this study proposes a Miao embroidery pattern generation and application method based on Stable Diffusion and low-rank adaptation (LoRA) fine-tuning. The process includes image preprocessing, data labeling, model training, pattern generation, and embroidery production. Combining objective indicators with subjective expert review, supplemented by feedback from local artisans, we systematically evaluated five representative Miao embroidery styles, focusing on generation quality and their social and business impact. The results demonstrate that the proposed model outperforms the original diffusion model in terms of pattern quality and style consistency, with optimal results obtained under a LoRA scale of 0.8–1.2 and diffusion steps of 20–40. Generated patterns were parameterized and successfully implemented in digital embroidery. This method uses AI technology to lower the skill threshold for embroidery training. Combined with digital embroidery machines, it reduces production costs, significantly improving productivity and increasing the income of embroiderers. This promotes broader participation in embroidery practice and supports the sustainable inheritance of Miao embroidery. It also provides a replicable technical path for the intelligent generation and sustainable design of intangible cultural heritage (ICH). Full article
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15 pages, 2023 KB  
Review
An Innovative and Universal Teaching Model in Engineering Education to Foster Industry 5.0 Skills—EPIC Principles
by Hua Qian Ang and Belinda Domingo
Educ. Sci. 2025, 15(9), 1096; https://doi.org/10.3390/educsci15091096 - 25 Aug 2025
Viewed by 503
Abstract
In light of Industry 5.0’s emphasis on human-centric approaches, future engineering education should prioritise the development of soft skills to complement students’ digital and technological competencies. This paper investigates the in-demand skills for Industry 5.0 and explores pedagogical approaches to foster these skills [...] Read more.
In light of Industry 5.0’s emphasis on human-centric approaches, future engineering education should prioritise the development of soft skills to complement students’ digital and technological competencies. This paper investigates the in-demand skills for Industry 5.0 and explores pedagogical approaches to foster these skills in engineering students. The identified skill categories include digital and technological proficiency, analytical and critical thinking, creativity and innovation, and communication and interpersonal skills. However, to date, no universal teaching model exists that holistically imparts all these skills. To address this gap, the paper introduces a new universal pedagogical model: the EPIC framework, which integrates Experiential, Paired, Inquiry-based, and Collective learning principles and provides examples of how this framework can be incorporated into engineering curricula to simultaneously cultivate all Industry 5.0 skills. Successfully implemented in engineering courses spanning different academic levels (Year 1 to Year 4), EPIC offers a promising framework for equipping students with the skills essential for thriving in the Industry 5.0 era. Full article
(This article belongs to the Section STEM Education)
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22 pages, 2176 KB  
Article
BIPV Market Development: International Technological Innovation System Analysis
by Nuria Martín-Chivelet, Michiel van Noord, Francesca Tilli, Rebecca Jing Yang, Nilmini Weerasinghe, Elin Daun and Angelo Baggini
Buildings 2025, 15(17), 3011; https://doi.org/10.3390/buildings15173011 - 25 Aug 2025
Viewed by 648
Abstract
Building-integrated photovoltaics (BIPV) is expected to play a relevant role in decarbonising our cities, both in new buildings and retrofit projects, making them more sustainable, resilient and pleasant. However, BIPV remains a niche market. To understand the reasons and help boost its development, [...] Read more.
Building-integrated photovoltaics (BIPV) is expected to play a relevant role in decarbonising our cities, both in new buildings and retrofit projects, making them more sustainable, resilient and pleasant. However, BIPV remains a niche market. To understand the reasons and help boost its development, this paper provides insights into BIPV through a holistic and systematic analysis that considers BIPV’s dual nature as both photovoltaic and building product. The methodology is based on the analyses of several BIPV technological innovation systems (TISs) developed in six countries, as well as extensive comparative assessments and investigations to identify key global features of BIPV. Social aspects, market status and forecast, perspectives from the photovoltaic and building sectors, and related regulations and standardisation are key aspects analysed to develop recommendations for policymakers. Outcome examples are low to moderate acceptance of BIPV among building owners, who give cost reasons for choosing building-added photovoltaics (BAPV) over BIPV, as well as a need for information, official guidance, skilled personnel, improved cross-sector collaboration, availability of BIPV products, proper digital tools and specific regulation to improve BIPV’s legitimacy in the construction sector. Essential is developing policies that encourage the adoption of BIPV, including standardisation, promotion and financing. Full article
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10 pages, 655 KB  
Review
AI-Enhanced Cyber Science Education: Innovations and Impacts
by William Triplett
Information 2025, 16(9), 721; https://doi.org/10.3390/info16090721 - 22 Aug 2025
Viewed by 452
Abstract
Personalized, scalable, and data-driven learning is now possible in cyber science education because of artificial intelligence (AI). This article examines how AI technologies, such as intelligent tutoring, adaptive learning, virtual labs, and AI assessments, are being included in cyber science curricula. Using examples [...] Read more.
Personalized, scalable, and data-driven learning is now possible in cyber science education because of artificial intelligence (AI). This article examines how AI technologies, such as intelligent tutoring, adaptive learning, virtual labs, and AI assessments, are being included in cyber science curricula. Using examples and research studies published between 2020 and 2025 that have undergone peer review, this paper combines qualitative analysis and framework analysis to discover any similarities in how these policies were put into place and their effects. According to the findings, using AI in instruction boosts student interest, increases the number of courses finished, improves skills, and ensures clear instruction in areas such as cybersecurity, digital forensics, and incident response. Ethical issues related to privacy, bias in algorithms, and access issues are also covered in this paper. This study gives a useful approach that helps teachers, curriculum designers, and institution heads use AI in cyber education properly. Full article
(This article belongs to the Special Issue AI Technology-Enhanced Learning and Teaching)
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