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Search Results (357)

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Keywords = socio-technical change

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20 pages, 2065 KB  
Article
Cryptocurrency Adoption in Central and Eastern Europe: Psychological Decision-Making Mechanisms, Motives, and Barriers from a Qualitative Perspective
by Kiryl Minkin and Dariusz Drążkowski
FinTech 2026, 5(2), 37; https://doi.org/10.3390/fintech5020037 (registering DOI) - 2 May 2026
Abstract
Cryptocurrency adoption remains difficult to explain when treated as a single decision or static outcome. Addressing this limitation, the present study develops a qualitative, process-oriented account of cryptocurrency adoption among users in Central and Eastern Europe, with particular attention to how engagement emerges, [...] Read more.
Cryptocurrency adoption remains difficult to explain when treated as a single decision or static outcome. Addressing this limitation, the present study develops a qualitative, process-oriented account of cryptocurrency adoption among users in Central and Eastern Europe, with particular attention to how engagement emerges, changes, and stabilizes over time. Semi-structured individual in-depth interviews were conducted with 25 cryptocurrency users, and the material was analyzed using reflexive thematic analysis within an interpretivist framework. The findings show that adoption unfolds as a multi-phase process embedded in users’ biographies, financial practices, and socio-technical environments. Across accounts, cryptocurrencies were described not only as speculative assets but also as tools of financial autonomy, learning, and optionality under conditions of institutional uncertainty and constrained access to conventional financial pathways, making the CEE context particularly revealing for a process-oriented understanding of adoption. The analysis identified six interrelated themes: adoption as a project of financial autonomy; the “conscious investor” identity; the market as a school of cost and irreversibility; platforms and communities as adoption infrastructures; the relational politics of visibility; and practice stabilization. Together, these themes show that factors already highlighted in prior adoption research—such as trust, risk, autonomy, and knowledge—do not function as stable predictors, but change their meaning across different phases of engagement. The study contributes to FinTech adoption research by proposing a processual model that reconceptualizes cryptocurrency adoption as a phased, experience-dependent pattern of participation rather than a static outcome of parallel determinants. In doing so, it extends existing variable-centered frameworks toward a more dynamic and interpretive understanding of financial technology use. Full article
(This article belongs to the Special Issue Cryptocurrency and Digital Cash)
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39 pages, 4133 KB  
Review
Algorithms Without Foundations—Quantifying the Technocentric Bias in Construction AI Research Against Practitioner-Identified Adoption Barriers
by Janusz Sobieraj and Dominik Metelski
Buildings 2026, 16(9), 1720; https://doi.org/10.3390/buildings16091720 - 27 Apr 2026
Viewed by 237
Abstract
The construction industry accounts for approximately 13% of global GDP but suffers from chronic productivity stagnation. Although artificial intelligence (AI) offers transformative potential, its adoption is constrained by three key barriers: data integrity issues (H1), socio-technical challenges (H2), and system integration problems (H3). [...] Read more.
The construction industry accounts for approximately 13% of global GDP but suffers from chronic productivity stagnation. Although artificial intelligence (AI) offers transformative potential, its adoption is constrained by three key barriers: data integrity issues (H1), socio-technical challenges (H2), and system integration problems (H3). This study investigates whether academic research attention aligns with these practitioner-identified barriers through a bibliometric analysis of 4668 publications from OpenAlex (1990–2025), applying a five-pillar analytical framework synthesized into composite scores (0–100 scale) via min-max normalization, weighted summation, and bootstrap validation. H3 achieved a nominal 15.9% prevalence rate (adjusted to ~13.0% after correcting for an 18.2% false positive rate in keyword classification), robust growth (R2 = 0.654), significant overrepresentation in top-cited works (risk ratio = 1.31, p = 0.003), and received a composite score of 62/100 (confirmed). H1 (2.7%, score: 17/100) and H2 (4.6%, score: 13/100) were both rejected. The rank ordering by prevalence (H3 > H2 > H1) remains robust under all adjustment scenarios. These findings contrast notably with the RICS Global Construction Monitor (2025, n = 2200+), where practitioners most frequently reported socio-technical barriers (46%), followed by system integration (37%) and data quality (30%), yielding practitioner-to-publication ratios of 4.7:1, 5.2:1, and 1.1:1, respectively. This apparent research–practice paradox appears primarily volume-driven rather than clearly quality-driven: H1/H2 publications receive citation attention broadly comparable to the baseline, though this comparison is limited by control group heterogeneity. We call for rebalanced research agendas addressing data governance frameworks, competency development, and organizational change management. Full article
(This article belongs to the Special Issue Intelligence and Automation in Construction—2nd Edition)
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33 pages, 3598 KB  
Systematic Review
Methods, Tools, and Processes for Participation in Just Energy Transitions: A Systematic Literature Review
by Beste Gün Aslan, Patrícia Fortes and Nuno Videira
Energies 2026, 19(9), 2099; https://doi.org/10.3390/en19092099 - 27 Apr 2026
Viewed by 245
Abstract
Today, the transformation of energy systems is at the core of climate change mitigation. This transformation brings substantial implications for citizens. Coal-to-renewable energy transitions require new workforce skills while affecting regional economies and communities. Thus, a broader interdisciplinary approach integrating energy justice and [...] Read more.
Today, the transformation of energy systems is at the core of climate change mitigation. This transformation brings substantial implications for citizens. Coal-to-renewable energy transitions require new workforce skills while affecting regional economies and communities. Thus, a broader interdisciplinary approach integrating energy justice and participatory methods into energy transition research is required to clarify these sociotechnical transformations. To address this gap, this article conducts a systematic review of the just energy transition literature, focusing on studies where participation plays a methodological or conceptual role. Based on a systematic review of 42 articles, our findings show that participation enables stakeholders and policymakers to widen the energy policy discussion to account for plural values and procedural justice concerns of stakeholders involved in a complex socioecological system. This inquiry is timely, as energy practitioners, policymakers, and scholars increasingly seek to operationalize justice within energy transition frameworks. However, the review reveals a discrepancy between the widespread acknowledgment that just transition processes must be participatory and inclusive, and their limited realization in practice. These findings underscore the need for greater methodological experimentation with deliberative forms of participation, broader inclusion of stakeholder groups, and the development of context-sensitive guidelines to operationalize justice in energy transitions. Full article
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22 pages, 288 KB  
Article
The Transformation of Technological Rationality: From Deductive Control to Abductive Intelligence
by Davide Settembre-Blundo, Fernando Soler-Toscano, Maria Giovina Pasca, Andrea Scozzari and Gabriella Arcese
Philosophies 2026, 11(3), 68; https://doi.org/10.3390/philosophies11030068 - 23 Apr 2026
Viewed by 321
Abstract
Industrial development is commonly described as a sequence of technological stages, from automation to artificial intelligence. This study examines whether successive industrial paradigms—from Industry 3.0 to the emerging Industry 6.0—can be more adequately understood as transformations in technological rationality rather than merely technological [...] Read more.
Industrial development is commonly described as a sequence of technological stages, from automation to artificial intelligence. This study examines whether successive industrial paradigms—from Industry 3.0 to the emerging Industry 6.0—can be more adequately understood as transformations in technological rationality rather than merely technological upgrades. The analysis adopts a conceptual–philosophical methodology informed by targeted review of peer-reviewed literature indexed in Scopus and Web of Science, integrating Kuhn’s notion of paradigms with Peircean inferential logic. Through systematic comparison of technological configurations, problem-framing practices, and epistemic assumptions, the study maps each paradigm onto a dominant mode of inference. The findings indicate that Industry 3.0 privileges deductive rule-based control, Industry 4.0 relies on inductive data-driven optimization, Industry 5.0 foregrounds hermeneutic interpretation and normative judgment, and prospective Industry 6.0 can be coherently interpreted as oriented toward abductive hypothesis generation within human–AI systems. Industrial change thus emerges as a reconfiguration of epistemic limits rather than a linear trajectory of technical improvement. The analysis concludes that expanding machine intelligence does not eliminate human authority but intensifies epistemic responsibility, understood as the obligation to determine relevance, value, and legitimacy in socio-technical systems. Full article
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46 pages, 3021 KB  
Article
Why We Stay Stuck: A Complex Conceptual Systems Theory for Wicked Problems
by Jonan Phillip Donaldson
Systems 2026, 14(4), 431; https://doi.org/10.3390/systems14040431 - 15 Apr 2026
Viewed by 939
Abstract
Wicked problems spanning systemic educational inequities, economic disparities, and environmental sustainability resist most traditional change efforts. This theory-building article advances a systems explanation that introduces complex conceptual systems theory which models collective conceptualizations as complex adaptive systems composed of densely interconnected ideas. These [...] Read more.
Wicked problems spanning systemic educational inequities, economic disparities, and environmental sustainability resist most traditional change efforts. This theory-building article advances a systems explanation that introduces complex conceptual systems theory which models collective conceptualizations as complex adaptive systems composed of densely interconnected ideas. These systems stabilize around attractor states that generate emergent potentials for what becomes sayable, seeable, doable, and valuable, thereby constraining the very practices needed for transformation. The article defines core constructs and articulates operational principles for diagnosis and intervention in complex social and socio-technical systems. It then specifies a first-generation analytical workflow, complex conceptual systems analysis (CCSA), that integrates qualitative coding with network-based modeling to map conceptual architectures, identify attractor states, and locate leverage points where sustained pressure can catalyze system reorganization. Empirical grounding is provided through a synthesis of a decade-long research program reported in prior publications across multiple domains, rather than through a single new empirical dataset. Accordingly, the manuscript is organized as a theory-development and methodology contribution, moving from conceptual architecture to operational principles, analytic workflow, and cross-domain exemplars. The theory offers systems science a pragmatic, justice-attentive approach for anticipatory, intervention-oriented change in entrenched wicked problems. Full article
(This article belongs to the Section Systems Practice in Social Science)
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18 pages, 700 KB  
Review
Operational Early Warning Systems and Socio-Ecological Risk in the U.S. Gulf Coast: Integrating Ecosystem Loss and Social Vulnerability, a Scoping Review
by Benjamin Damoah
Sustainability 2026, 18(8), 3872; https://doi.org/10.3390/su18083872 - 14 Apr 2026
Viewed by 360
Abstract
Introduction: Early warning systems reduce losses when risk knowledge, forecasting, communication, and response planning operate as an end-to-end chain, yet Gulf Coast warning practice often treats hazard dynamics, ecosystem change, and social vulnerability as separate domains. This study mapped operational early warning systems [...] Read more.
Introduction: Early warning systems reduce losses when risk knowledge, forecasting, communication, and response planning operate as an end-to-end chain, yet Gulf Coast warning practice often treats hazard dynamics, ecosystem change, and social vulnerability as separate domains. This study mapped operational early warning systems for climate-relevant hazards across Louisiana, Texas, Mississippi, Alabama, and Florida and examined whether ecosystem protective functions and social vulnerability were integrated into warning thresholds, dissemination design, and preparedness planning. Methods: I conducted a scoping review using the Web of Science Core Collection and Scopus for publications from 2020 through 18 January 2026 and targeted searches of NOAA/NWS/NHC, FEMA IPAWS, CDC/ATSDR SVI, IOOS/GCOOS, USGS, and state coastal agency portals between 15 September 2025 and 18 January 2026. Of 861 identified records, 440 duplicates were removed, 421 titles and abstracts were screened, 121 full texts were assessed, and 25 sources were included in the final charting and synthesis. Results: The review identified 11 operational systems and related platforms spanning the four early warning pillars, but routine socio-ecological integration remained limited. Louisiana showed the strongest documentation of ecosystem monitoring through CPRA and CRMS, while Florida and Texas showed more developed evacuation and dissemination interfaces. Mississippi and Alabama were represented by thinner monitoring and implementation records in the included sample. Across states, ecosystem loss and social vulnerability were used more often as planning context than as repeatable inputs to thresholds, message tailoring, or assistance triggers. Discussion: Gulf Coast practices can be strengthened through formal protocols that connect ecosystem condition and vulnerability indicators to impact-based briefings, multilingual and accessible alert workflows, and tract-sensitive preparedness actions. The findings indicate that implementation can advance by linking existing datasets to defined operational decisions and by evaluating warning performance through reach, accessibility, comprehension, and action feasibility, as well as technical accuracy. Full article
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27 pages, 4848 KB  
Article
Exploring Domestic Lighting Practices in Adulthood and Early Ageing
by Turid Borgestrand Øien, Nanet Mathiasen, Anne Kathrine Frandsen and Senja Ruohonen
Appl. Sci. 2026, 16(8), 3671; https://doi.org/10.3390/app16083671 - 9 Apr 2026
Viewed by 421
Abstract
Understanding lighting practices is crucial for ensuring social robustness and sensitivity to context when implementing technical solutions in real-life settings. As lighting can create functional, sustainable, and aesthetically pleasing environments, it is important to bridge the gap between scientific knowledge and social and [...] Read more.
Understanding lighting practices is crucial for ensuring social robustness and sensitivity to context when implementing technical solutions in real-life settings. As lighting can create functional, sustainable, and aesthetically pleasing environments, it is important to bridge the gap between scientific knowledge and social and physical situations. Domestic lighting is no exception; however, the sociocultural, perceptual, and sensory qualities of light have been neglected in engineering-oriented practices, while ethnographic approaches to domestic lighting seldom cover the material and technical aspects of the phenomenon. The role of light evolves according to people’s changing needs and abilities, as seen in age-related changes and incipient vision loss, so a broader understanding of domestic lighting practices can help in preparing for senior life. Combining methods from ethnography, architecture, and engineering, this article provides new knowledge on the dynamics of the socio-technical elements of domestic lighting. Interviews, lighting measurements, and field observations conducted in 37 Danish homes revealed that the mundane, everyday practices of the home environment embody patterns as well as diverging conventions and norms. People navigate their domestic lighting in accordance with specific activities and orchestrate micro-atmospheres between light and darkness, resulting in a composite palette of task light, isles of light, and lightscapes. Full article
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22 pages, 355 KB  
Article
Why Mining Construction Managers Need Effective Work Health and Safety Education
by Richard Phelps, Janis Jansz and Chris Aldrich
Safety 2026, 12(2), 46; https://doi.org/10.3390/safety12020046 - 3 Apr 2026
Viewed by 404
Abstract
Societal expectations for serious breaches of health and safety legislation that lead to loss of life have changed. The Australian harmonized work health and safety legislation has introduced industrial manslaughter to many jurisdictions across Australia, placing senior leaders at risk of prosecution. This [...] Read more.
Societal expectations for serious breaches of health and safety legislation that lead to loss of life have changed. The Australian harmonized work health and safety legislation has introduced industrial manslaughter to many jurisdictions across Australia, placing senior leaders at risk of prosecution. This paper examines whether mining construction managers (those involved in the building or maintenance of infrastructure at a mine site) have been adequately prepared, both ethically and practically, to understand how complex socio-technical systems could fail and the role human cognitive architecture plays in such systems. A case study is presented, which adequately highlights tragic outcomes from management inaction. The aim of this perspective article was to critically examine whether there is the need for greater health and safety education for construction managers within Western Australia’s mining construction sector. The analysis argues for the importance of embedding fundamental health and safety education in tertiary curricula and statutory training programs to promote and strengthen a positive safety culture and reduce high-severity incidents. The conclusion of the review is that there is a strong case for giving future mining construction leaders a better introduction to the fundamentals of workplace health and safety during tertiary education. By including work health and safety in their curricula, educational institutions can better prepare students for leadership roles in the industry. Full article
27 pages, 2524 KB  
Review
Malaria in the 21st Century: Global Disease Burden, Epidemiological Insights, and Strategic Control Approaches
by Basmah F. Alharbi and Mawahib A. Ahmed
Biology 2026, 15(7), 575; https://doi.org/10.3390/biology15070575 - 3 Apr 2026
Cited by 1 | Viewed by 1097
Abstract
Malaria remains a major public health issue worldwide and a repeated cause of illness and death in tropical and subtropical areas. It is caused by protozoan parasites of the genus Plasmodium and transmitted through bites of infected female Anopheles mosquitoes, but it can [...] Read more.
Malaria remains a major public health issue worldwide and a repeated cause of illness and death in tropical and subtropical areas. It is caused by protozoan parasites of the genus Plasmodium and transmitted through bites of infected female Anopheles mosquitoes, but it can also be transmitted via blood transfusions, organ transplants, and congenitally from mother to child. Despite decades of intervention efforts, millions of new cases and hundreds of thousands of deaths still occur each year, primarily in low- and middle-income countries. This review summarizes current epidemiological data on the global burden of malaria, mainly from the World Health Organization’s (WHO) World Malaria Report 2024 and Global Burden of Disease estimates. It brings together the latest evidence on worldwide malaria epidemiology, regional trends, determinants, and control strategies, with a particular focus on socio-economic factors, intervention methods, and emerging challenges such as drug resistance, climate change, and limited funding. Disease prevention and management require global, multifactorial approaches that are tailored to the local environment. Strengthening health education with locally relevant knowledge is important to improving outcomes in primary health prevention, secondary health prevention, and tertiary health prevention. The review concludes with a discussion of policy priorities needed in the future to meet the WHO Global Technical Strategy goals for malaria elimination by 2030. Full article
(This article belongs to the Special Issue Ecological Dynamics of Vector-Borne Pathogens: From Hosts to Vectors)
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23 pages, 599 KB  
Review
Towards Sustainable Manufacturing in Developing Economies: A Systems-Based Model Linking Industry 5.0, SCE, and Green HRM
by Rubee Singh, Amit Joshi, Hiranya Dissanayake, Akshay Singh, Anuradha Iddagoda, Vikas Kumar and Siwarit Pongsakornrungsilp
Sustainability 2026, 18(7), 3404; https://doi.org/10.3390/su18073404 - 1 Apr 2026
Viewed by 404
Abstract
Manufacturing firms face intensifying pressure to achieve sustainability while remaining competitive under environmental stress, rapid technological change, and institutional uncertainty—challenges that are particularly acute in developing economies. Although Industry 5.0 has emerged as a human-centric and sustainability-oriented industrial paradigm, limited research explains how [...] Read more.
Manufacturing firms face intensifying pressure to achieve sustainability while remaining competitive under environmental stress, rapid technological change, and institutional uncertainty—challenges that are particularly acute in developing economies. Although Industry 5.0 has emerged as a human-centric and sustainability-oriented industrial paradigm, limited research explains how it can be systematically operationalized to enhance sustainable business performance. This study addresses this gap by developing an integrative conceptual framework linking Industry 5.0, Smart Circular Economy (SCE), and Green Human Resource Management (GHRM) within manufacturing contexts. Drawing on resource-based, dynamic capability, and institutional perspectives, the framework conceptualizes Industry 5.0 as a strategic digital orientation that enables circular resource orchestration and sustainability-aligned human capital systems. SCE and GHRM are positioned as complementary operational mechanisms that translate Industry 5.0 principles into organizational capabilities. Innovation capability is introduced as a mediating dynamic capability explaining how technological and human resource investments generate environmental, social, and economic performance outcomes. Digital maturity and policy support are incorporated as contextual moderators shaping transformation pathways in developing economies. The proposed model advances sustainability-oriented industrial transformation theory by integrating previously fragmented research streams into a coherent socio-technical capability architecture. It also offers actionable insights for managers and policymakers seeking to align digital industrial development with long-term sustainability objectives under conditions of institutional heterogeneity. Full article
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16 pages, 1504 KB  
Article
Feasibility and Local Perceptions About Treated Wastewater Reuse for Irrigation: Insights from the Prato Circular City Framework (Italy)
by Leonardo Borsacchi, Donatella Fibbi, Lorenzo Baronti, Gabriele Feligioni, Tommaso Toccafondi, Leonardo Bogani and Patrizia Pinelli
Water 2026, 18(7), 809; https://doi.org/10.3390/w18070809 - 28 Mar 2026
Viewed by 562
Abstract
The reuse of treated wastewater for agricultural irrigation is increasingly considered a strategic response to water scarcity and climate change, particularly in Mediterranean regions. This study examines the local feasibility and social acceptance of water reuse within the framework of Regulation (EU) 2020/741, [...] Read more.
The reuse of treated wastewater for agricultural irrigation is increasingly considered a strategic response to water scarcity and climate change, particularly in Mediterranean regions. This study examines the local feasibility and social acceptance of water reuse within the framework of Regulation (EU) 2020/741, focusing on its implementation in Italy. The research combines policy analysis, technical assessment of effluent quality from the GIDA wastewater treatment plant (Prato, Tuscany), GIS-based spatial evaluation, and a mixed-method survey of local agri-food producers. Results show substantial compliance with EU minimum quality requirements, alongside additional constraints arising from national regulatory thresholds. Survey findings reveal cautious but tangible openness among farmers toward reclaimed water use, particularly in response to increasing climate-related pressures. The case of Prato is further analysed within the Prato Circular City and local food policy frameworks, highlighting the role of participatory governance and multi-actor engagement in supporting reuse initiatives. The study contributes empirical evidence on the interaction between EU regulation, national implementation measures, and local socio-institutional conditions shaping peri-urban water reuse systems. Furthermore, it serves as a preliminary framework for future economic feasibility studies and the subsequent regulatory and permitting phases required to operationalize this practice. Full article
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33 pages, 521 KB  
Article
DESI Integration and Enterprise Productivity in the EU: A Business Model Innovation Perspective on Digital Transformation
by Ofelia Ema Aleca and Florin Mihai
Systems 2026, 14(4), 354; https://doi.org/10.3390/systems14040354 - 26 Mar 2026
Viewed by 436
Abstract
Digital transformation reshapes firms into more digital, data-driven, and customer-centric organizations. Because it often supports innovation, firms are widely expected to benefit from higher performance and productivity. However, it remains unclear whether higher national levels of digital integration translate into higher aggregate enterprise [...] Read more.
Digital transformation reshapes firms into more digital, data-driven, and customer-centric organizations. Because it often supports innovation, firms are widely expected to benefit from higher performance and productivity. However, it remains unclear whether higher national levels of digital integration translate into higher aggregate enterprise productivity. This study adopts a socio-technical and ecosystem perspective to examine the relationship between digital technology integration and enterprise labor productivity across the 27 EU member states, while also considering the role of key ecosystem enablers. A balanced country-year panel of data (N = 162) was constructed from Eurostat Structural Business Statistics on the apparent labor productivity of total enterprises, together with Digital Economy and Society Index (DESI) indicators on the integration of digital technology, human capital, connectivity, and Gross Domestic Product (GDP) per capita, covering the period from 2017 to 2022. To this end, fixed-effects regression models were estimated using robust standard errors clustered by country and combined with correlated random effects (CRE/Mundlak) decomposition. This methodological approach was adopted to distinguish short-run within-country dynamics from persistent between-country differences. The study contributes to ecosystem-level DESI research by using this distinction to assess how country-level digital integration is associated with enterprise productivity. The fixed-effects results provide no evidence that year-to-year changes in digital technology integration, on their own, are associated with higher enterprise productivity. Additionally, no statistically significant interaction effect was observed with either human capital or digital connectivity. By contrast, GDP per capita was found to be a robust positive predictor of enterprise productivity. The CRE/Mundlak results indicate that the majority of between-country productivity differences are attributable to differences in economic development. Furthermore, there is evidence of a positive association between the average level of digital technology integration and human capital. Taken together, these findings suggest that national digital technology integration reflects business environment conditions at the ecosystem level. While it may create opportunities for enterprise business model innovation, its productivity implications are more likely to emerge gradually through stronger absorptive capacity and complementary capabilities. Consequently, the study suggests that enterprise digital transformation policies should be aligned with investments in digital skills and broadband infrastructure. These policies should also support process redesign, greater interoperability, and the implementation of AI-enabled technologies. Full article
(This article belongs to the Special Issue Business Model Innovation in the Context of Digital Transformation)
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30 pages, 1388 KB  
Article
SIRAF: From Sustainability Assessment Tools to Reflective Sustainability Implementation in Higher Education
by Maria Xenaki, Irini Dimou, Eleni Drakaki and Ioannis Passas
Sustainability 2026, 18(7), 3208; https://doi.org/10.3390/su18073208 - 25 Mar 2026
Viewed by 944
Abstract
The integration of sustainability in higher education institutions (HEIs) is critical but often hindered by the limitations of existing sustainability assessment tools (SATs), which are complex, rigid, and not sufficiently adaptable to specific organizational and socio-economic or local contexts. This study presents the [...] Read more.
The integration of sustainability in higher education institutions (HEIs) is critical but often hindered by the limitations of existing sustainability assessment tools (SATs), which are complex, rigid, and not sufficiently adaptable to specific organizational and socio-economic or local contexts. This study presents the Sustainability Implementation Reflective Assessment Framework (SIRAF), a meta-framework designed to assist HEIs in developing their own reflective, flexible, and user-friendly tools. The SIRAF taxonomy was developed through the findings of: a. a systematic literature review retrieved in authors’ previous research, b. a comparative analysis and synthesis of 12 SATs, as well as c. a theory-building process. It features a taxonomy of six core indicators with multiple sub-indicators. Its “pick-and-mix” approach enables institutions to customize assessments to align with their distinct needs, objectives, and resources. The SIRAF model was assessed in eight Greek universities offering tourism studies programs. The assessment incorporated data from institutional websites and a qualitative analysis. An evaluation of three fundamental indicators—curriculum, research, and institutional identity—disclosed a paucity of sustainability integration in curricula and governance, notwithstanding the augmentation of sustainability-related research activity. The findings underscore the significance of meticulously designed yet user-centred tools that facilitate evaluation, organizational learning, and strategic planning. As SIRAF shifts its paradigm of sustainability reporting from external compliance to internal improvement, it concomitantly reduces technical barriers and fosters institutional change. Though initially implemented in tourism and higher education, its inherent flexibility suggests the potential for broader applications, while future enhancements could include weighted scoring and wider empirical validation. Full article
(This article belongs to the Special Issue Sustainable Quality Education: Innovations, Challenges, and Practices)
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13 pages, 462 KB  
Article
Technology Adoption in Liquid Modernity: Toward a Relational Model of Appropriation in Later Life (REL(OA)TAM)
by David Alonso González, Andrés Arias Astray, Juan Brea-Iglesias and Susana Muñoz Hernández
Societies 2026, 16(4), 103; https://doi.org/10.3390/soc16040103 - 24 Mar 2026
Viewed by 405
Abstract
In conditions of liquid modernity, marked by accelerated technological change, the virtualization of essential services, and the erosion of stable institutional support, digital participation in later life is less a matter of initial access than of continuously renegotiating engagement within unstable socio-technical environments. [...] Read more.
In conditions of liquid modernity, marked by accelerated technological change, the virtualization of essential services, and the erosion of stable institutional support, digital participation in later life is less a matter of initial access than of continuously renegotiating engagement within unstable socio-technical environments. While established technology adoption models such as TAM, UTAUT, and STAM have provided robust explanations of cognitive and age-related determinants of adoption, they remain limited in accounting for the relational processes through which technological engagement is learned, stabilized, and sustained over time. This article advances a relational perspective on technology appropriation by foregrounding the role of warm experts—trusted informal supporters who mediate learning, interpretation, and adaptation in everyday contexts. Moving beyond dyadic understandings of assistance, the paper conceptualizes mediation as a distributed ecology of roles embedded within relational networks that both enable and constrain digital inclusion. Building on this perspective, the study proposes the Relational Technology Appropriation Model (RELTAM) as a general multi-level architecture integrating individual determinants, relational mediation processes, and network-level support configurations within a dynamic framework of appropriation. The Relational (Older Adult) Technology Appropriation Model (REL(OA)TAM) is introduced as a context-specific instantiation of this broader framework, calibrated to the distinctive conditions of later life. By incorporating temporal instability and mediation ecologies as structural components, REL(OA)TAM offers a socially grounded account of digital inclusion as an ongoing process of adaptive negotiation within the fluid and uncertain conditions of liquid modernity. Full article
(This article belongs to the Special Issue Challenges for Social Inclusion of Older Adults in Liquid Modernity)
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29 pages, 612 KB  
Systematic Review
From Cash to Digital Wallets: A PRISMA-Based Systematic Review of Microentrepreneur Adoption in Asia and Latin America
by Luz Maribel Vásquez-Vásquez, Elena Jesús Alvarado-Cáceres, Jose Antonio Caicedo-Mendoza and Víctor Hugo Fernández-Bedoya
J. Risk Financial Manag. 2026, 19(3), 232; https://doi.org/10.3390/jrfm19030232 - 20 Mar 2026
Viewed by 924
Abstract
The transition from cash-based transactions to digital wallet usage represents a structural change in the business practices of micro and small enterprises (MSEs) in emerging economies. This study aims to synthesize scientific evidence on digital wallet adoption among microentrepreneurs, analyze the geographical distribution [...] Read more.
The transition from cash-based transactions to digital wallet usage represents a structural change in the business practices of micro and small enterprises (MSEs) in emerging economies. This study aims to synthesize scientific evidence on digital wallet adoption among microentrepreneurs, analyze the geographical distribution of research, and consolidate key empirical findings, with a specific focus on Asia and Latin America. These regions are of particular interest because they share high levels of economic informality, strong reliance on cash-based transactions, and rapid expansion of digital financial technologies, while also facing institutional, regulatory, and infrastructural constraints that shape technology adoption among microentrepreneurs. A systematic review was conducted following the PRISMA 2020 guidelines. Searches were performed in the Scopus and Web of Science databases, including open access empirical studies published between 2021 and 2025 in English or Spanish. After applying predefined eligibility criteria and removing duplicates, 39 studies were included in the final analysis. The results indicate that most publications originate from Asian countries, particularly India, Indonesia, Malaysia, and Vietnam, whereas Latin America is mainly represented by Colombia and Peru. Across both regions, digital wallet adoption is consistently influenced by trust, perceived security, perceived usefulness, and ease of use, while perceived risk and institutional weaknesses emerge as contextual barriers. Although several primary studies adopt a consumer-level analytical perspective, their findings are extrapolated to microentrepreneur contexts by emphasizing transaction-related behaviors directly linked to business operations. This review acknowledges that the predominance of consumer-focused evidence represents a limitation when interpreting firm-level outcomes. Overall, the findings suggest that digital wallet adoption among microentrepreneurs is a socio-technical process shaped by behavioral, institutional, and regulatory factors rather than technology alone. Full article
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