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Search Results (314)

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15 pages, 3139 KiB  
Review
From Agro-Industrial Waste to Natural Hydrogels: A Sustainable Alternative to Reduce Water Use in Agriculture
by César F. Alonso-Cuevas, Nathiely Ramírez-Guzmán, Liliana Serna-Cock, Marcelo Guancha-Chalapud, Jorge A. Aguirre-Joya, David R. Aguillón-Gutiérrez, Alejandro Claudio-Rizo and Cristian Torres-León
Gels 2025, 11(8), 616; https://doi.org/10.3390/gels11080616 - 7 Aug 2025
Abstract
The increasing demand for food necessitates that agri-food systems adopt innovative techniques to enhance food production while optimizing the use of limited resources, such as water. In agriculture, hydrogels are being increasingly used to enhance water retention and reduce irrigation requirements. However, most [...] Read more.
The increasing demand for food necessitates that agri-food systems adopt innovative techniques to enhance food production while optimizing the use of limited resources, such as water. In agriculture, hydrogels are being increasingly used to enhance water retention and reduce irrigation requirements. However, most of these materials are based on synthetic polymers that are not biodegradable. This raises serious environmental and health concerns, highlighting the urgent need for sustainable, biodegradable alternatives. Biomass-derived from agro-industrial waste presents a substantial potential for producing hydrogels, which can effectively function as water collectors and suppliers for crops. This review article provides a comprehensive overview of recent advancements in the application of agro-industrial waste for the formulation of hydrogels. Additionally, it offers a critical analysis of the development of hydrogels utilizing natural and compostable materials. Agro-industrial and food waste, which are rich in hemicellulose and cellulose, have been utilized to enhance the mechanical properties and water absorption capacity of hydrogels. These biomaterials hold significant potential for the development of effective hydrogels in agricultural applications; they can be either hybrid or natural materials that exhibit efficacy in enhancing seed germination, improving water retention capabilities, and facilitating the controlled release of fertilizers. Natural hydrogels derived from agro-industrial waste present a sustainable technological alternative that is environmentally benign. Full article
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15 pages, 425 KiB  
Article
Game-Optimization Modeling of Shadow Carbon Pricing and Low-Carbon Transition in the Power Sector
by Guangzeng Sun, Bo Yuan, Han Zhang, Peng Xia, Cong Wu and Yichun Gong
Energies 2025, 18(15), 4173; https://doi.org/10.3390/en18154173 - 6 Aug 2025
Abstract
Under China’s ‘Dual Carbon’ strategy, the power sector plays a central role in achieving carbon neutrality. This study develops a bi-level game-optimization model involving the government, power producers, and technology suppliers to explore the dynamic coordination between shadow carbon pricing and emission trajectories. [...] Read more.
Under China’s ‘Dual Carbon’ strategy, the power sector plays a central role in achieving carbon neutrality. This study develops a bi-level game-optimization model involving the government, power producers, and technology suppliers to explore the dynamic coordination between shadow carbon pricing and emission trajectories. The upper-level model, guided by the government, focuses on minimizing total costs, including emission reduction costs, technological investments, and operational costs, by dynamically adjusting emission targets and shadow carbon prices. The lower-level model employs evolutionary game theory to simulate the adaptive behaviors and strategic interactions among power producers, regulatory authorities, and technology suppliers. Three representative uncertainty scenarios, disruptive technological breakthroughs, major policy interventions, and international geopolitical shifts, are incorporated to evaluate system robustness. Simulation results indicate that an optimistic scenario is characterized by rapid technological advancement and strong policy incentives. Conversely, under a pessimistic scenario with sluggish technology development and weak regulatory frameworks, there are substantially higher transition costs. This research uniquely contributes by explicitly modeling dynamic feedback between policy and stakeholder behavior under multiple uncertainties, highlighting the critical roles of innovation-driven strategies and proactive policy interventions in shaping effective, resilient, and cost-efficient carbon pricing and low-carbon transition pathways in the power sector. Full article
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15 pages, 1337 KiB  
Article
Application of Prefabricated Public Buildings in Rural Areas with Extreme Hot–Humid Climate: A Case Study of the Yongtai County Digital Industrial Park, Fuzhou, China
by Xin Wu, Jiaying Wang, Ruitao Zhang, Qianru Bi and Jinghan Pan
Buildings 2025, 15(15), 2767; https://doi.org/10.3390/buildings15152767 - 6 Aug 2025
Abstract
Accomplishing China’s national targets of carbon peaking and carbon neutrality necessitates proactive solutions, hinging critically on fundamentally transforming rural construction models. Current construction practices in rural areas are characterized by inefficiency, high resource consumption, and reliance on imported materials. These shortcomings not only [...] Read more.
Accomplishing China’s national targets of carbon peaking and carbon neutrality necessitates proactive solutions, hinging critically on fundamentally transforming rural construction models. Current construction practices in rural areas are characterized by inefficiency, high resource consumption, and reliance on imported materials. These shortcomings not only jeopardize the attainment of climate objectives, but also hinder equitable development between urban and rural regions. Using the Digital Industrial Park in Yongtai County, Fuzhou City, as a case study, this study focuses on prefabricated public buildings in regions with extreme hot–humid climate, and innovatively integrates BIM (Building Information Modeling)-driven carbon modeling with the Gaussian Two-Step Floating Catchment Area (G2SFCA) method for spatial accessibility assessment to investigate the carbon emissions and economic benefits of prefabricated buildings during the embodied stage, and analyzes the spatial accessibility of prefabricated building material suppliers in Fuzhou City and identifies associated bottlenecks, seeking pathways to promote sustainable rural revitalization. Compared with traditional cast-in-situ buildings, embodied carbon emissions of prefabricated during their materialization phase significantly reduced. This dual-perspective approach ensures that the proposed solutions possess both technical rigor and logistical feasibility. Promoting this model across rural areas sharing similar climatic conditions would advance the construction industry’s progress towards the dual carbon goals. Full article
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20 pages, 3027 KiB  
Article
Evolutionary Game Analysis of Multi-Agent Synergistic Incentives Driving Green Energy Market Expansion
by Yanping Yang, Xuan Yu and Bojun Wang
Sustainability 2025, 17(15), 7002; https://doi.org/10.3390/su17157002 - 1 Aug 2025
Viewed by 249
Abstract
Achieving the construction sector’s dual carbon objectives necessitates scaling green energy adoption in new residential buildings. The current literature critically overlooks four unresolved problems: oversimplified penalty mechanisms, ignoring escalating regulatory costs; static subsidies misaligned with market maturity evolution; systematic exclusion of innovation feedback [...] Read more.
Achieving the construction sector’s dual carbon objectives necessitates scaling green energy adoption in new residential buildings. The current literature critically overlooks four unresolved problems: oversimplified penalty mechanisms, ignoring escalating regulatory costs; static subsidies misaligned with market maturity evolution; systematic exclusion of innovation feedback from energy suppliers; and underexplored behavioral evolution of building owners. This study establishes a government–suppliers–owners evolutionary game framework with dynamically calibrated policies, simulated using MATLAB multi-scenario analysis. Novel findings demonstrate: (1) A dual-threshold penalty effect where excessive fines diminish policy returns due to regulatory costs, requiring dynamic calibration distinct from fixed-penalty approaches; (2) Market-maturity-phased subsidies increasing owner adoption probability by 30% through staged progression; (3) Energy suppliers’ cost-reducing innovations as pivotal feedback drivers resolving coordination failures, overlooked in prior tripartite models; (4) Owners’ adoption motivation shifts from short-term economic incentives to environmentally driven decisions under policy guidance. The framework resolves these gaps through integrated dynamic mechanisms, providing policymakers with evidence-based regulatory thresholds, energy suppliers with cost-reduction targets, and academia with replicable modeling tools. Full article
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24 pages, 1012 KiB  
Article
Advancing Circular Supplier Selection: Multi-Criteria Perspectives on Risk and Sustainability
by Claudemir Tramarico, Antonella Petrillo, Herlandí Andrade and Valério Salomon
Sustainability 2025, 17(15), 6814; https://doi.org/10.3390/su17156814 - 27 Jul 2025
Viewed by 333
Abstract
Supplier selection is a crucial factor for ensuring compliance with the circular economy’s principles. Existing approaches often overlook the integration of circularity and risk assessment in supplier evaluation, limiting their effectiveness in achieving sustainability goals. This paper addresses this gap by applying suitable [...] Read more.
Supplier selection is a crucial factor for ensuring compliance with the circular economy’s principles. Existing approaches often overlook the integration of circularity and risk assessment in supplier evaluation, limiting their effectiveness in achieving sustainability goals. This paper addresses this gap by applying suitable criteria and proposing a structured decision-making model for circular supplier selection. The model innovatively integrates Multi-Criteria Decision Analysis (MCDA) techniques with risk evaluation, providing a comprehensive framework for assessing suppliers in circular supply chains. By advancing the theoretical understanding of circular supplier selection, this research contributes to both academia and practice, reinforcing the alignment between supply chain decision-making and the Sustainable Development Goal (SDG), particularly Target 12.5. Full article
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36 pages, 1973 KiB  
Article
A Comparative Life Cycle Assessment of an Electric and a Conventional Mid-Segment Car: Evaluating the Role of Critical Raw Materials in Potential Abiotic Resource Depletion
by Andrea Cappelli, Nicola Stefano Trimarchi, Simone Marzeddu, Riccardo Paoli and Francesco Romagnoli
Energies 2025, 18(14), 3698; https://doi.org/10.3390/en18143698 - 13 Jul 2025
Viewed by 613
Abstract
Electric passenger vehicles are set to dominate the European car market, driven by EU climate policies and the 2035 ban on internal combustion engine production. This study assesses the sustainability of this transition, focusing on global warming potential and Critical Raw Material (CRM) [...] Read more.
Electric passenger vehicles are set to dominate the European car market, driven by EU climate policies and the 2035 ban on internal combustion engine production. This study assesses the sustainability of this transition, focusing on global warming potential and Critical Raw Material (CRM) extraction throughout its life cycle. The intensive use of CRMs raises environmental, economic, social, and geopolitical concerns. These materials are scarce and are concentrated in a few politically sensitive regions, leaving the EU highly dependent on external suppliers. The extraction, transport, and refining of CRMs and battery production are high-emission processes that contribute to climate change and pose risks to ecosystems and human health. A Life Cycle Assessment (LCA) was conducted, using OpenLCA software and the Ecoinvent 3.10 database, comparing a Peugeot 308 in its diesel and electric versions. This study adopts a cradle-to-grave approach, analyzing three phases: production, utilization, and end-of-life treatment. Key indicators included Global Warming Potential (GWP100) and Abiotic Resource Depletion Potential (ADP) to assess CO2 emissions and mineral resource consumption. Technological advancements could mitigate mineral depletion concerns. Li-ion battery recycling is still underdeveloped, but has high recovery potential, with the sector expected to expand significantly. Moreover, repurposing used Li-ion batteries for stationary energy storage in renewable energy systems can extend their lifespan by over a decade, decreasing the demand for new batteries. Such innovations underscore the potential for a more sustainable electric vehicle industry. Full article
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17 pages, 3867 KiB  
Article
A Case-Study-Based Comparative Analysis of Using Prefabricated Structures in Industrial Buildings
by Abdelhadi Salih, Cynthia Changxin Wang, Rui Tian and Mohammad Mojtahedi
Buildings 2025, 15(14), 2416; https://doi.org/10.3390/buildings15142416 - 10 Jul 2025
Viewed by 398
Abstract
Construction costs have increased significantly since the COVID-19 pandemic due to supply chain disruption, labour shortages, and construction material price hikes. The market is increasingly demanding innovative construction methods that can save construction costs, reduce construction time, and minimise waste and carbon emission. [...] Read more.
Construction costs have increased significantly since the COVID-19 pandemic due to supply chain disruption, labour shortages, and construction material price hikes. The market is increasingly demanding innovative construction methods that can save construction costs, reduce construction time, and minimise waste and carbon emission. The prefabrication system has been used for years in industrial construction, resulting in better performance in regard to structure stability, the control of wastage, and the optimisation of construction time and cost. In addition, prefabrication has had a positive contribution on resource utilisation in the construction industry. There are various types of prefabricated wall systems. However, the majority of comparative studies have focused on comparing each prefabrication wall system against the conventional construction system, while limited research has been conducted to compare different prefabrication structures. This study examined four prominent prefabricated wall systems, i.e., precast walls, tilt-up walls, prefabricated steel-frame walls, and on-site-cut steel-frame walls, to determine which one is more suitable for the construction of industrial buildings to minimise cost, time delay, and labourer utilisation on construction sites, as well as to enhance structure durability, construction efficiency, and sustainability. One primary case project and five additional projects were included in this study. For the primary case project, data were collected and analysed; for example, a subcontractor cost comparison for supply and installation was conducted, and shop drawings, construction procedures, timelines, and site photos were collected. For the additional five projects, the overall cost data were compared. The main research finding of this study is that factory-made precast walls and tilt-up wall panels require similar construction time. However, on average, tilt-up prefabrication construction can reduce the cost by around 23.55%. It was also found that prefabricated frame walls provide cost and time savings of around 39% and 10.5%, respectively. These findings can provide architects, developers, builders, suppliers, regulators, and other stakeholders with a comprehensive insight into selecting a method of wall construction that can achieve greater efficiency, cost savings, and environmental sustainability in the construction of industrial and commercial buildings. Full article
(This article belongs to the Collection Buildings for the 21st Century)
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20 pages, 1242 KiB  
Article
Risk Assessment of Supplier R&D Investment Based on Improved BP Neural Network
by Yinghua Song, Xiaoyan Sang, Zhe Wang and Hongqian Xu
Mathematics 2025, 13(13), 2094; https://doi.org/10.3390/math13132094 - 26 Jun 2025
Viewed by 301
Abstract
As market competition intensifies, the survival and development of suppliers increasingly rely on research and development (R&D) investment and innovation. Due to the uncertainty of factors affecting supplier R&D investment, the risks faced by supplier R&D investment are also uncertain. Therefore, identifying and [...] Read more.
As market competition intensifies, the survival and development of suppliers increasingly rely on research and development (R&D) investment and innovation. Due to the uncertainty of factors affecting supplier R&D investment, the risks faced by supplier R&D investment are also uncertain. Therefore, identifying and assessing risks in advance and controlling risks can provide effective support for suppliers to carry out risk management of R&D investment. This paper selects key factors through literature review and factor analysis, and establishes a risk index evaluation system for R&D investment of medical material suppliers. Seventeen indicators that affect and constrain project investment factors were identified as input variables of the back propagation (BP) neural network, the comprehensive score of the R&D investment risk assessment was used as the output variable of medical supplies suppliers, and a risk assessment model for the R&D investment of medical material suppliers was established. By leveraging the ability of particle swarm optimization (PSO), whale optimization algorithm (WOA), and genetic algorithm (GA) to search for global optimal solutions, the BP neural network is improved to avoid becoming trapped in local optimal solutions and enhance the model’s generalization ability. The improvement in accuracy and convergence speed of these three methods is compared and analyzed. The results show that the BP neural network improved by the genetic algorithm has better accuracy and faster convergence speed in predicting and assessing risks. This indicates that the BP neural network model improved by genetic algorithm is effective and feasible for predicting the risk assessment of the R&D investment of medical supplies suppliers. Full article
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27 pages, 426 KiB  
Article
The Influence of Customer ESG Performance on Supplier Green Innovation Efficiency: A Supply Chain Perspective
by Shengen Huang, Yalian Zhang, Tianji Cheng and Xin Guo
Sustainability 2025, 17(12), 5519; https://doi.org/10.3390/su17125519 - 16 Jun 2025
Viewed by 643
Abstract
The present study examines the impact of customer firms’ environmental, social, and governance (ESG) performance on suppliers’ green innovation efficiency, grounded in stakeholder theory and innovation diffusion theory. The DEA-SBM model is employed to measure green innovation efficiency and analyze transmission mechanisms through [...] Read more.
The present study examines the impact of customer firms’ environmental, social, and governance (ESG) performance on suppliers’ green innovation efficiency, grounded in stakeholder theory and innovation diffusion theory. The DEA-SBM model is employed to measure green innovation efficiency and analyze transmission mechanisms through knowledge spillovers, financing constraints, and the moderating roles of executives’ green cognition and digitization. This analysis is based on panel data from 3134 customer–supplier pairs of China’s A-share listed firms from 2014 to 2023. The findings indicate that high ESG performance by customer firms has a substantial impact on suppliers’ green innovation efficiency, with a 1% increase in customer ESG score resulting in a 1.38% improvement in supplier efficiency. The phenomenon under scrutiny is hypothesized to be precipitated by knowledge spillovers and mitigated by reduced financing constraints. The hypothesis further posits that supplier firm executives’ green cognition and customer digitization will amplify the effect. A heterogeneity analysis reveals stronger effects in technology-intensive firms and regions with higher governmental environmental oversight. These findings underscore the pivotal function of ESG-driven supply chain collaboration in propelling sustainable industrialization. It is imperative that policymakers prioritize cross-regional ESG benchmarking and digital infrastructure to amplify green spillovers. Conversely, firms must integrate ESG metrics into supplier evaluation systems and foster executive training on sustainability. This research provides empirical evidence for the optimization of green innovation policies and the achievement of China’s dual carbon goals through the coordination of supply chain governance. Full article
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8 pages, 727 KiB  
Proceeding Paper
Strategic Analysis of IoT Integration in 3PL Competition: A Simulation-Based Study
by Kenza Izikki, Hlyal Mustapha and Jamila El Alami
Eng. Proc. 2025, 97(1), 20; https://doi.org/10.3390/engproc2025097020 - 11 Jun 2025
Viewed by 204
Abstract
Digital transformation is crucial for businesses to thrive in today’s rapidly evolving marketplace. It is a strategic choice that enables organizations to improve customer service, strengthen supplier relationships, and boost sales and business growth, ultimately enhancing their competitive stance. The Internet of Things [...] Read more.
Digital transformation is crucial for businesses to thrive in today’s rapidly evolving marketplace. It is a strategic choice that enables organizations to improve customer service, strengthen supplier relationships, and boost sales and business growth, ultimately enhancing their competitive stance. The Internet of Things (IoT) has become a transformative force across various domains, leveraging interconnected devices and sensors to gather and analyse data, thus enhancing decision making, efficiency, and innovation. This paper analyses the strategic competition between two 3PL firms integrating IoT technologies. Based on a game-theoretic model, the study uses Monte Carlo simulation and K-means clustering to identify distinct strategic groups and optimal adoption ranges. The findings highlight risks of over- or under-investments as well as asymmetric outcomes. Also, a set of recommendations and managerial insights are provided for better decision making in a tech-competitive setting. Full article
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33 pages, 1737 KiB  
Article
Interactive Map of Stakeholders’ Journey in Construction: Focus on Waste Management and Circular Economy
by Maurício de Oliveira Gondak, Guilherme Francisco do Prado, Cleiton Hluszko, Jovani Taveira de Souza and Antonio Carlos de Francisco
Sustainability 2025, 17(11), 5195; https://doi.org/10.3390/su17115195 - 5 Jun 2025
Viewed by 745
Abstract
The transition toward sustainability in the construction industry requires integrated tools that align with circular economy principles. This study introduces the Interactive Stakeholder Journey Map in Construction (ISJMC), an innovative visual and systemic tool that supports waste management and circularity throughout the life [...] Read more.
The transition toward sustainability in the construction industry requires integrated tools that align with circular economy principles. This study introduces the Interactive Stakeholder Journey Map in Construction (ISJMC), an innovative visual and systemic tool that supports waste management and circularity throughout the life cycle of construction assets. Although the sector is economically significant, it remains one of the main contributors to environmental degradation due to high resource consumption and low waste recovery rates. Developed according to EN 15643-3:2012, a European standard that provides a framework for assessing the social sustainability of construction works, focusing on aspects such as accessibility, health, and comfort and grounded in the Design Thinking methodology, ISJMC enables mapping stakeholder interactions, touchpoints, and responsibilities across all life cycle stages, including initiative, design, procurement, construction, use, and end of life. A systematic literature review and collaborative workshops guided the tool’s development and validation. The application in a real case involving a medium-sized Brazilian construction company helped identify significant pain points and opportunities for implementing circular practices. The results demonstrate that ISJMC (i) facilitates a systemic and visual understanding of material and information flows, (ii) promotes transparent mapping of resource value to support better decision-making, and (iii) encourages the identification of circularity opportunities while fostering collaboration among stakeholders. The tool revealed critical challenges related to waste generation and management. It supported co-creating sustainable strategies, including improved material selection, lean construction practices, and stronger supplier engagement. By translating complex standards into accessible visual formats, ISJMC contributes to the academic field, supports practical applications, and offers a foundation for expanding circular approaches in construction projects. Full article
(This article belongs to the Special Issue Sustainability: Resources and Waste Management)
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22 pages, 1122 KiB  
Article
Diagnosis of Socio-Economic Prospects and Constraints for Household Biogas Adoption: A Case of Lizulu Market in Ntcheu District of Malawi
by Admore Samuel Chiumia, Betchani Tchereni, Hope Baxter Chamdimba, Benjamin L. Robinson and Mike Clifford
Energies 2025, 18(10), 2636; https://doi.org/10.3390/en18102636 - 20 May 2025
Viewed by 557
Abstract
Biogas is once again emerging as a potential household cooking option that can help developing countries achieve energy targets. However, the adoption of biogas remains relatively slow, necessitating a diagnosis of the problem the review of literature identified. The review identified key factors [...] Read more.
Biogas is once again emerging as a potential household cooking option that can help developing countries achieve energy targets. However, the adoption of biogas remains relatively slow, necessitating a diagnosis of the problem the review of literature identified. The review identified key factors influencing the adoption of household biogas technology, including policy and regulatory frameworks, financing mechanisms, public awareness, and socio-economic factors. Therefore, this study involved undertaking a survey where heads of 385 households were interviewed. The study found that low income of households, averaging USD 67/month, is a major constraint to biogas adoption, especially when dirty fuels cost little or nothing. In addition, a lack of awareness of the benefits of biogas over the available dirty fuels has the potential to limit its adoption. This explains why 99% of the households interviewed indicated firewood and charcoal were their first option, and 52% believed that these dirty fuels were dependable. Regardless of these bottlenecks, the study found that households are ready to try better cooking options. About 99% of households were interested in using biogas, and 94% wanted to learn more about biogas. Therefore, there is a need for increased awareness, and suppliers must adopt innovations that make biogas more accessible and competitive against traditional cooking fuels. Full article
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22 pages, 849 KiB  
Article
Sustainable Practices in Hospitality: A Case Study of a Slovenian Michelin Green Star Restaurant
by Roberto Biloslavo and Nikolina Janković
Sustainability 2025, 17(10), 4271; https://doi.org/10.3390/su17104271 - 8 May 2025
Viewed by 1220
Abstract
As a major source of food and plastic waste and a large consumer of water and energy, the hospitality sector is key to combating climate change. Sustainable practices in the hospitality sector optimize food production and use, introduce innovative solutions and increase employee [...] Read more.
As a major source of food and plastic waste and a large consumer of water and energy, the hospitality sector is key to combating climate change. Sustainable practices in the hospitality sector optimize food production and use, introduce innovative solutions and increase employee satisfaction in running environmentally friendly restaurants. This study examines the changes required for a restaurant to make a sustainable transition and the role of key stakeholders (i.e., chefs, head sommeliers, owners and main suppliers) in this process. It focuses on a prestigious Slovenian restaurant that has been awarded a Michelin Green Star and is 80% self-sufficient. The single case study uses semi-structured interviews, the critical incident method and participant observation to collect data. The results showed that in the case of the analyzed restaurant, the lifestyle of the owner/chef decisively shapes the culture of the restaurant, laying the foundation for its sustainable transformation. The success of the transformation itself, however, depends significantly on the employees’ ability to learn and innovate and their active involvement in the change process itself, which impacts both day-to-day business processes and relationships between stakeholders. The latter is reflected in the role the restaurant plays in the local environment as a driver for sustainable community and sustainable entrepreneurship development. Full article
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30 pages, 2746 KiB  
Article
Does the Adoption of Industrial Internet Platforms Expand or Reduce Geographical Distance to Customers? Evidence from China’s New Energy Vehicle Industry
by Jiange Lin, Weisheng Mao and Xuehan Lin
Systems 2025, 13(5), 357; https://doi.org/10.3390/systems13050357 - 7 May 2025
Viewed by 889
Abstract
Industrial Internet Platforms (IIPs) provide critical value for supply chain management. The motivation for value creation and capture by supplier firms increasingly depends on acquiring and processing customer-oriented information, with geographical distance to customers being a key factor in assessing costs and benefits. [...] Read more.
Industrial Internet Platforms (IIPs) provide critical value for supply chain management. The motivation for value creation and capture by supplier firms increasingly depends on acquiring and processing customer-oriented information, with geographical distance to customers being a key factor in assessing costs and benefits. This study investigates whether firms’ IIP adoption increases or decreases the geographical distance to their customers, utilizing supply chain data and digital transformation metrics from China’s A-share listed firms in the new energy vehicle industry. The study finds that an increased adoption level of IIPs by focal firms leads to a greater average geographical distance to their customers. This conclusion remains valid after addressing endogeneity concerns and performing several robustness checks. Moreover, the effect of IIP adoption on expanding the geographic scope of sales is significant when the focal firm is more specialized in the supply chain, more socially embedded, located in China’s eastern region, or acts as an upstream/downstream complement to complete vehicle manufacturers. No significant difference in the impact of IIP adoption is observed between private and state-owned enterprises. This study combines platform innovation and transaction cost theories, offering new insights and policy implications regarding the spatial impact of digital technology adoption in advanced manufacturing and related service industries. Full article
(This article belongs to the Special Issue New Trends in Sustainable Operations and Supply Chain Management)
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18 pages, 708 KiB  
Article
Agility in the Digital Era: Bridging Transformation and Innovation in Supply Chains
by Soufiane Elmouhib and Zineb Youbi Idrissi
Sustainability 2025, 17(8), 3462; https://doi.org/10.3390/su17083462 - 13 Apr 2025
Cited by 2 | Viewed by 1504
Abstract
This study aims to examine how digital supply chain (DSC) dimensions—including digital performance measurement, information technology, digital suppliers, manufacturing, logistics and inventory, and digital client management—influence supply chain agility, and how agility subsequently impacts innovation performance within Moroccan industries. A cross-sectional quantitative research [...] Read more.
This study aims to examine how digital supply chain (DSC) dimensions—including digital performance measurement, information technology, digital suppliers, manufacturing, logistics and inventory, and digital client management—influence supply chain agility, and how agility subsequently impacts innovation performance within Moroccan industries. A cross-sectional quantitative research design was employed, collecting data via structured questionnaires from 634 supply chain professionals across sectors such as agri-food, textile, automotive, and aerospace in Morocco. Data were analyzed using structural equation modeling (SEM) with SmartPLS 4, evaluating direct and mediating relationships among variables. Results reveal that digital performance measurement, information technology, and logistics significantly enhance supply chain agility, which in turn strongly boosts innovation performance. Surprisingly, digital manufacturing negatively impacted agility, while digital suppliers and digital clients showed no significant direct effect. Theoretically, the study provides empirical evidence linking DSC dimensions to agility-mediated innovation performance, enriching dynamic capabilities and resource-based views. Practically, it advises managers to prioritize digital performance monitoring and IT integration to foster agility-driven innovation. This paper disaggregates digital supply chain dimensions, clarifying their distinct impacts on agility and innovation, thus addressing a research gap in digital transformation literature. Full article
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