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Search Results (395)

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16 pages, 715 KiB  
Review
Public Perceptions and Social Acceptance of Renewable Energy Projects in Epirus, Greece: The Role of Education, Demographics and Visual Exposure
by Evangelos Tsiaras, Stergios Tampekis and Costas Gavrilakis
World 2025, 6(3), 111; https://doi.org/10.3390/world6030111 - 6 Aug 2025
Abstract
The social acceptance of Renewable Energy Sources (RESs) is a decisive factor in the successful implementation of clean energy projects. This study explores the attitudes, demographic profiles, and common misconceptions of citizens in the Region of Epirus, Greece, toward photovoltaic and wind energy [...] Read more.
The social acceptance of Renewable Energy Sources (RESs) is a decisive factor in the successful implementation of clean energy projects. This study explores the attitudes, demographic profiles, and common misconceptions of citizens in the Region of Epirus, Greece, toward photovoltaic and wind energy installations. Special attention is given to the role of education, age, and access to information—as well as spatial factors such as visual exposure—in shaping public perceptions and influencing acceptance of RES deployment. A structured questionnaire was administered to 320 participants across urban and rural areas, with subdivision between regions with and without visual exposure to RES infrastructure. Findings indicate that urban residents exhibit greater acceptance of RES, while rural inhabitants—especially those in proximity to installations—express skepticism, often grounded in esthetic concerns or perceived procedural injustice. Misinformation and lack of knowledge dominate in areas without visual contact. Statistical analysis confirms that younger and more educated participants are more supportive and environmentally aware. The study highlights the importance of targeted educational interventions, transparent consultation, and spatially sensitive communication strategies in fostering constructive engagement with renewable energy projects. The case of Epirus underscores the need for inclusive, place-based policies to bridge the social acceptance gap and support the national energy transition. Full article
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19 pages, 1467 KiB  
Article
Analysis of Labour Market Expectations in the Digital World Based on Job Advertisements
by Zoltán Musinszki, Erika Horváthné Csolák and Katalin Lipták
Adm. Sci. 2025, 15(7), 282; https://doi.org/10.3390/admsci15070282 - 18 Jul 2025
Viewed by 368
Abstract
Job advertisements play a key role in human resource management as they are the first contact between employers and potential employees. A well-written job advertisement communicates not only the requirements and expectations of the position but also the culture, values, and goals of [...] Read more.
Job advertisements play a key role in human resource management as they are the first contact between employers and potential employees. A well-written job advertisement communicates not only the requirements and expectations of the position but also the culture, values, and goals of the organisation. Transparent and attractive advertisements increase the number of applicants and help to select the right candidates, leading to more efficient recruitment and selection processes in the long run. From a human resource management perspective, effective job advertising can give organisations a competitive advantage. Continuous changes in the labour market and technological developments require new competencies. Digitalisation, automation, and data-driven decision-making have brought IT, analytical, and communication skills to the fore. There is a growing emphasis on soft skills such as problem solving, flexibility, and teamwork, which are essential in a fast-changing work environment. Job advertisements should reflect these expectations so that candidates are aware of the competencies and skills required for the position. The aim of the study is to carry out a cross-country comparative analysis for a few pre-selected jobs based on data extracted from the CEDEFOP database as it is assumed that there are differences between countries in the European Union in terms of the expectations of workers for the same jobs. Full article
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11 pages, 4576 KiB  
Case Report
First Confirmed Case of Zoonotic Transmission of RR-TB from a Dog to a Human, a Neglected Mode of Mycobacterium tuberculosis Infection—Case Report and Review of the Literature
by Ljiljana Zmak, Marija Gomercic Palcic, Mihaela Obrovac, Ivana Folnozic, Drazen Strelec, Irena Reil, Ana Miljan, Maja Zdelar-Tuk, Sanja Duvnjak, Diana Mihalac, Danka Jovetic and Silvio Spicic
Pathogens 2025, 14(7), 684; https://doi.org/10.3390/pathogens14070684 - 11 Jul 2025
Viewed by 487
Abstract
Mycobacterium (M.) tuberculosis mostly spreads from active tuberculosis (TB) patients to human contacts, although human-to-animal and animal-to-human transmission has been described. Here, we present a rare case of rifampicin-resistant tuberculosis (RR-TB) transmission from a companion dog to its owner, highlighting the zoonotic potential [...] Read more.
Mycobacterium (M.) tuberculosis mostly spreads from active tuberculosis (TB) patients to human contacts, although human-to-animal and animal-to-human transmission has been described. Here, we present a rare case of rifampicin-resistant tuberculosis (RR-TB) transmission from a companion dog to its owner, highlighting the zoonotic potential of the pathogen. Namely, a 37-year-old Croatian man was diagnosed with RR-TB, with whole-genome sequencing analysis revealing a close genetic link to the strain isolated from his dog, which had died of miliary TB six years earlier. This case emphasizes the complexity of TB transmission dynamics, particularly involving companion animals, and underlines the importance of integrated “One Health” approaches for TB control. Awareness of zoonotic TB risks is essential for the early detection and prevention of cross-species transmission, especially in vulnerable populations and households with close human–animal contact. Full article
(This article belongs to the Special Issue Emerging and Neglected Pathogens in the Balkans)
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16 pages, 237 KiB  
Article
Current Status and Issues of the Employment of Persons with Disabilities in Small- and Medium-Sized Enterprises in Rural Areas of Japan: A Survey from Business Owners’ Perspectives
by Kazuaki Maebara, Kanae Yamaguchi, Kazuma Ikeda and Hiroki Takahashi
Disabilities 2025, 5(3), 62; https://doi.org/10.3390/disabilities5030062 - 9 Jul 2025
Viewed by 557
Abstract
This study examines the employment of persons with disabilities in small- and medium-sized enterprises (SMEs) in rural Japan. An online survey of 40 SME owners was conducted to assess their understanding, experiences, and challenges in employing persons with disabilities. The results indicate that [...] Read more.
This study examines the employment of persons with disabilities in small- and medium-sized enterprises (SMEs) in rural Japan. An online survey of 40 SME owners was conducted to assess their understanding, experiences, and challenges in employing persons with disabilities. The results indicate that many SMEs lack awareness of employment systems, but those with prior contact experience demonstrate greater understanding. Key challenges include difficulties in job creation, workplace acceptance, and inadequate environments. To address these issues, it is essential to enhance information on job creation, share successful cases, and establish mentoring systems for knowledge exchange between SMEs. These findings provide insights for policy development and practical strategies to promote the employment of persons with disabilities in SMEs. Full article
16 pages, 470 KiB  
Article
Factors Associated with Acceptance of Vaccination Against Human Papillomavirus in eThekwini District of South Africa
by Phelele Bhengu, Charles S. Wiysonge, Patrick D. M. C. Katoto, Duduzile Ndwandwe, Sara Cooper, Sebenzile Bhengu, Akhona V. Mazingisa, Theresa Saber, Mandisi Sithole, Darian Smith, Lindiwe G. Tembe, Paul Kuodi and Muki S. Shey
Vaccines 2025, 13(7), 732; https://doi.org/10.3390/vaccines13070732 - 6 Jul 2025
Viewed by 600
Abstract
Background: South Africa launched a school-based human papillomavirus (HPV) vaccination programme in 2014 and has achieved a national coverage of more than 80%. However, there is subnational variation in coverage, with eThekwini District in the province of KwaZulu-Natal having the lowest coverage at [...] Read more.
Background: South Africa launched a school-based human papillomavirus (HPV) vaccination programme in 2014 and has achieved a national coverage of more than 80%. However, there is subnational variation in coverage, with eThekwini District in the province of KwaZulu-Natal having the lowest coverage at 40%. Knowledge of the factors associated with vaccine acceptance in this district would inform tailored strategies to improve coverage, which could be extrapolated to similar settings. We conducted this cross-sectional study to assess the factors associated with HPV vaccine acceptance in eThekwini District. Methods: We used stratified random sampling to select caregivers of children aged 9–14 years in the district. We interviewed participants in April–May 2023 and employed bivariate and multivariate logistic regression models to assess the factors associated with HPV vaccine acceptance. Results: Of 793 individuals contacted, 713 (89.9%) participated. Most were women (86.1%) and had a mean age of 42.6 ± 11.6 years and secondary or lower education (83.8%). Most participants knew about the HPV vaccination programme (86.0%) and accepted HPV vaccination (93.5%). The latter includes 42.9% who had already vaccinated their daughters and 50.6% who were willing to allow their daughters to be vaccinated. A negligible proportion was either undecided (2.1%) or unwilling (4.4%) to accept HPV vaccination. Awareness of the programme (adjusted odds ratio [aOR] 5.22; 95% confidence interval [95%CI] 2.01–13.56), confidence in vaccine safety (aOR 19.69; 95%CI 5.86–66.15), and endorsement by religious leaders (aOR 5.06; 95%CI 1.56–16.45) were independent predictors of vaccine acceptance. Conclusions: Our findings highlight the critical role of the provision of information and education about the benefits and safety of HPV vaccination. Full article
(This article belongs to the Special Issue Vaccination Strategies and Population Immunity)
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14 pages, 448 KiB  
Article
Risk Factors for Dengue Virus Infection Among Hospitalized Patients in Bangladesh
by Shirajum Monira, K. A. N. K. Karunarathna, Mohammad Ezazul Hoque Iqubal, Md Abu Sayeed, Tazrina Rahman, Md Kaisar Rahman, Shahneaz Ali Khan, Philip P. Mshelbwala, John I. Alawneh and Mohammad Mahmudul Hassan
Acta Microbiol. Hell. 2025, 70(3), 27; https://doi.org/10.3390/amh70030027 - 3 Jul 2025
Viewed by 734
Abstract
Dengue virus infection (DVI), a mosquito-borne arboviral infection, is prevalent in tropical and subtropical regions, including Bangladesh, where incidence has surged over the past three decades—particularly in urban and peri-urban areas. This study investigates the factors influencing DVI seropositivity among clinically suspected patients [...] Read more.
Dengue virus infection (DVI), a mosquito-borne arboviral infection, is prevalent in tropical and subtropical regions, including Bangladesh, where incidence has surged over the past three decades—particularly in urban and peri-urban areas. This study investigates the factors influencing DVI seropositivity among clinically suspected patients admitted to the selected hospitals of Savar, Dhaka, and Chattogram. Data were collected from 850 clinically suspected patients admitted to two hospitals in Savar, Dhaka, and two in Chattogram during 2019. Questionnaire responses and laboratory test results (NS1, IgM, and IgG) were analyzed using descriptive statistics, chi-square tests, and logistic regression. Out of 450 admissions in Savar, 330 tested positive, while Chattogram reported 145 positives from 400 cases. No significant differences were observed between regions in relation to hospital type, season, gender, or household preventive measures. In Savar, DVI status was significantly associated with season, mosquito net use, and patient contact. In Chattogram, household repellent use and patient contact were key factors. Diagnostic tests varied in detection capability. These findings can inform targeted intervention strategies and public health messaging, such as promoting personal protection measures and community awareness campaigns, particularly in high-incidence urban settings. However, further research across diverse geographic and socio-ecological contexts is needed to enhance the generalizability and policy relevance of these results. Full article
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11 pages, 363 KiB  
Article
The Role of Centralized Sexual Assault Care Centers in HIV Post-Exposure Prophylaxis Treatment Adherence: A Retrospective Single Center Analysis
by Stefano Malinverni, Shirine Kargar Samani, Christine Gilles, Agnès Libois and Floriane Bédoret
Infect. Dis. Rep. 2025, 17(4), 77; https://doi.org/10.3390/idr17040077 - 3 Jul 2025
Viewed by 339
Abstract
Background: Sexual assault victims involving penetration are at risk of contracting human immunodeficiency virus (HIV). Post-exposure prophylaxis (PEP) can effectively prevent HIV infection if initiated promptly within 72 h following exposure and adhered to for 28 days. Nonetheless, therapeutic adherence amongst sexual assault [...] Read more.
Background: Sexual assault victims involving penetration are at risk of contracting human immunodeficiency virus (HIV). Post-exposure prophylaxis (PEP) can effectively prevent HIV infection if initiated promptly within 72 h following exposure and adhered to for 28 days. Nonetheless, therapeutic adherence amongst sexual assault victims is low. Victim-centered care, provided by specially trained forensic nurses and midwives, may increase adherence. Methods: We conducted a retrospective case–control study to evaluate the impact of sexual assault center (SAC)—centered care on adherence to PEP compared to care received in the emergency department (ED). Data from January 2011 to February 2022 were reviewed. Multivariable logistic regression analysis was employed to determine the association between centralized specific care for sexual assault victims and completion of the 28-day PEP regimen. The secondary outcome assessed was provision of psychological support within 5 days following the assault. Results: We analyzed 856 patients of whom 403 (47.1%) received care at a specialized center for sexual assault victims. Attendance at the SAC, relative to the ED, was not associated with greater probability of PEP completion both in the unadjusted (52% vs. 50.6%; odds ratio [OR]: 1.06, 95% CI: 0.81 to 1.39; p = 0.666) and adjusted (OR: 0.81, 95%CI 0.58–1.11; p = 0.193) analysis. The care provided at the SAC was associated with improved early (42.7% vs. 21.5%; p < 0.001) and delayed (67.3% vs. 33.7%; p < 0.001) psychological support. Conclusions: SAC-centered care is not associated with an increase in PEP completion rates in sexual assault victims beyond the increase associated with improved access to early and delayed psychological support. Other measures to improve PEP completion rates should be developed. What is already known on this topic—Completion rates for HIV post-exposure prophylaxis (PEP) among victims of sexual assault are low. Specialized sexual assault centers, which provide comprehensive care and are distinct from emergency departments, have been suggested as a potential means of improving treatment adherence and completion rates. However, their actual impact on treatment completion remains unclear. What this study adds—This study found that HIV PEP completion rates in sexual assault victims were not significantly improved by centralized care in a specialized sexual assault center when compared to care initiated in the emergency department and continued within a sexually transmitted infection clinic. However, linkage to urgent psychological and psychiatric care was better in the specialized sexual assault center. How this study might affect research, practice or policy—Healthcare providers in sexual assault centers should be more aware of their critical role in promoting PEP adherence and improving completion rates. Policymakers should ensure that measures aimed at improving HIV PEP outcomes are implemented at all points of patient contact in these centers. Further research is needed to assess the cost-effectiveness of specialized sexual assault centers. Full article
(This article belongs to the Section Sexually Transmitted Diseases)
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15 pages, 785 KiB  
Review
Health Care and Access to Quality Social-Health Services of the Roma and Sinti: A Scoping Review
by Danilo Buonsenso, Davide Pata, Francesca Raffaelli, Giorgio Malorni, Francesca Colaiaco and Walter Malorni
Int. J. Environ. Res. Public Health 2025, 22(7), 1063; https://doi.org/10.3390/ijerph22071063 - 2 Jul 2025
Viewed by 386
Abstract
Background: The aim of this scoping review is to analyze the health status of Roma and Sinti in Europe, highlighting the issues faced by children and women. In addition, we want to examine the access of these groups to health care services and [...] Read more.
Background: The aim of this scoping review is to analyze the health status of Roma and Sinti in Europe, highlighting the issues faced by children and women. In addition, we want to examine the access of these groups to health care services and to identify possible interventions to increase their use. Methods: Our research was conducted on Pubmed, Google Scholar, and the Trip Database. We selected articles written in English, Spanish, and Italian published since 2015. Results: Studies have shown that the health status of Roma and Sinti populations is generally worse than that of the rest of the population. Limited access to care is due to several specific factors, such as beliefs, traditions, and the lack of awareness of widespread direct and indirect discrimination against these groups by healthcare professionals. The studies reviewed have shown how mistrust can be broken down through multi-centered interventions linked to information, education, and communication through mediators able to interact with these populations, as well as through appropriate training of the health workers in charge. Conclusions: The health of the Roma and Sinti populations is commonly worse than that of the rest of the population. This is particularly true for the large proportion of people confined to suburban camps. However, the available evidence signals the low quality of life they experience and the need for interventions involving the communities and the establishment of ad hoc orientation or initial care contact points in the segregated areas. This could lead to an improvement in the integration of this population into the National Health Systems’ activities. Full article
(This article belongs to the Special Issue Advances in Primary Health Care and Community Health)
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22 pages, 6123 KiB  
Article
Real-Time Proprioceptive Sensing Enhanced Switching Model Predictive Control for Quadruped Robot Under Uncertain Environment
by Sanket Lokhande, Yajie Bao, Peng Cheng, Dan Shen, Genshe Chen and Hao Xu
Electronics 2025, 14(13), 2681; https://doi.org/10.3390/electronics14132681 - 2 Jul 2025
Viewed by 517
Abstract
Quadruped robots have shown significant potential in disaster relief applications, where they have to navigate complex terrains for search and rescue or reconnaissance operations. However, their deployment is hindered by limited adaptability in highly uncertain environments, especially when relying solely on vision-based sensors [...] Read more.
Quadruped robots have shown significant potential in disaster relief applications, where they have to navigate complex terrains for search and rescue or reconnaissance operations. However, their deployment is hindered by limited adaptability in highly uncertain environments, especially when relying solely on vision-based sensors like cameras or LiDAR, which are susceptible to occlusions, poor lighting, and environmental interference. To address these limitations, this paper proposes a novel sensor-enhanced hierarchical switching model predictive control (MPC) framework that integrates proprioceptive sensing with a bi-level hybrid dynamic model. Unlike existing methods that either rely on handcrafted controllers or deep learning-based control pipelines, our approach introduces three core innovations: (1) a situation-aware, bi-level hybrid dynamic modeling strategy that hierarchically combines single-body rigid dynamics with distributed multi-body dynamics for modeling agility and scalability; (2) a three-layer hybrid control framework, including a terrain-aware switching MPC layer, a distributed torque controller, and a fast PD control loop for enhanced robustness during contact transitions; and (3) a multi-IMU-based proprioceptive feedback mechanism for terrain classification and adaptive gait control under sensor-occluded or GPS-denied environments. Together, these components form a unified and computationally efficient control scheme that addresses practical challenges such as limited onboard processing, unstructured terrain, and environmental uncertainty. A series of experimental results demonstrate that the proposed method outperforms existing vision- and learning-based controllers in terms of stability, adaptability, and control efficiency during high-speed locomotion over irregular terrain. Full article
(This article belongs to the Special Issue Smart Robotics and Autonomous Systems)
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32 pages, 2664 KiB  
Article
Bifurcation and Optimal Control Analysis of an HIV/AIDS Model with Saturated Incidence Rate
by Marsudi Marsudi, Trisilowati Trisilowati and Raqqasyi R. Musafir
Mathematics 2025, 13(13), 2149; https://doi.org/10.3390/math13132149 - 30 Jun 2025
Viewed by 255
Abstract
In this paper, we develop an HIV/AIDS epidemic model that incorporates a saturated incidence rate to reflect the limited transmission capacity and the impact of behavioral saturation in contact patterns. The model is formulated as a system of seven non-linear ordinary differential equations [...] Read more.
In this paper, we develop an HIV/AIDS epidemic model that incorporates a saturated incidence rate to reflect the limited transmission capacity and the impact of behavioral saturation in contact patterns. The model is formulated as a system of seven non-linear ordinary differential equations representing key population compartments. In addition to model formulation, we introduce an optimal control problem involving three control measures: educational campaigns, screening of unaware infected individuals, and antiretroviral treatment for aware infected individuals. We begin by establishing the positivity and boundedness of the model solutions under constant control inputs. The existence and local and global stability of both the disease-free and endemic equilibrium points are analyzed, depending on the effective reproduction number (Re). Bifurcation analysis reveals that the model undergoes a forward bifurcation at Re=1. A local sensitivity analysis of Re identifies the disease transmission rate as the most sensitive parameter. The optimal control problem is then formulated by incorporating the dynamics of infected subpopulations, control costs, and time-dependent controls. The existence of optimal control solutions is proven, and the necessary conditions for optimality are derived using Pontryagin’s Maximum Principle. Numerical simulations support the theoretical analysis and confirm the stability of the equilibrium points. The optimal control strategies, evaluated using the Incremental Cost-Effectiveness Ratio (ICER), indicate that implementing both screening and treatment (Strategy D) is the most cost-effective intervention. These results provide important insights for designing effective and economically sustainable HIV/AIDS intervention policies. Full article
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15 pages, 389 KiB  
Article
Increasing Positive Perception of Disability Through Depictions of Animals with Disabilities
by Cameron T. Whitley, Marta Burnet, Em Sherwood, Denny Dulaney, Alexander Jones, Courtney Cordova, Emma Hindes, Katya Ankoudinova, Brooklyn Wehr, Corin Yates, Brooke Tucker, Tut Fuentevilla, Caitlin Allessi, Tess Busch, Kevin Kollar, Michelle Hanenburg and Natalie Stier
Animals 2025, 15(13), 1861; https://doi.org/10.3390/ani15131861 - 24 Jun 2025
Viewed by 666
Abstract
Across the globe, many animals with disabilities live in zoos and aquariums, yet these institutions often face difficult questions about how to share those stories with the public in a way that raises awareness and minimizes concern about the animals’ well-being. This study [...] Read more.
Across the globe, many animals with disabilities live in zoos and aquariums, yet these institutions often face difficult questions about how to share those stories with the public in a way that raises awareness and minimizes concern about the animals’ well-being. This study explored whether anthropomorphic narrative signage could help visitors form meaningful emotional connections with these animals and, in doing so, encourage greater understanding and support for people with disabilities. Drawing on ideas from contact and transfer theories, we conducted observational research in zoo settings, comparing visitor reactions to no signage, detailed signage, and simple signage. We found that simple signage resulted in fewer negative comments, fewer questions about the animal’s health, and less frustration directed at the organization. In a related survey experiment, participants who saw a photo and brief story about an animal with a disability were more likely to express empathy and hold more positive views toward both animals and people with disabilities. These findings highlight the power of accessible messaging in informal learning spaces to reduce stigma and promote inclusion. The project was led by a diverse, interdisciplinary team of zoo professionals and disability scholars, most of whom bring personal experience with physical or cognitive disabilities to the work. Full article
(This article belongs to the Section Zoo Animals)
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18 pages, 272 KiB  
Review
Livestock Antibiotics Use and Antimicrobial Resistance
by Elliot Enshaie, Sankalp Nigam, Shaan Patel and Vikrant Rai
Antibiotics 2025, 14(6), 621; https://doi.org/10.3390/antibiotics14060621 - 19 Jun 2025
Viewed by 1536
Abstract
Background/Objectives: Antibiotic resistance or antimicrobial resistance (AMR) in livestock is a growing global concern that threatens both human and animal health. The overuse and misuse of antibiotics in livestock production have led to an increased propensity for the development of AMR bacterial [...] Read more.
Background/Objectives: Antibiotic resistance or antimicrobial resistance (AMR) in livestock is a growing global concern that threatens both human and animal health. The overuse and misuse of antibiotics in livestock production have led to an increased propensity for the development of AMR bacterial strains in animals, which can be spread to humans through the consumption of contaminated animal products, direct contact, or environmental exposure. This review aims to summarize the development and transmission of AMR in livestock, explore its underlying mechanisms and impact on human and animal health, and discuss current practices and potential strategies for mitigation and prevention. Methods: For this narrative review, we searched articles on PubMed and Google Scholar using the terms antibiotic resistance, livestock, and environment, alone or in combination. Results: The history of antibiotic use in livestock and its link to increased AMR, along with the involved mechanisms, including the enzymatic breakdown of antibiotics, alterations in bacterial targets, horizontal gene transfer, and efflux pumps, are important. Antibiotics in livestock are used for growth promotion, disease prevention and control, and metaphylactic use. The role of livestock and the environment as reservoirs for resistant pathogens, their impact on human health, chronic infections, allergic reactions, toxicity, and the development of untreatable diseases is important to understand AMR. Conclusions: Given the widespread use of antibiotics and the potential consequences of AMR, collaborative global efforts, increased public awareness, coordinated regulations, and advancements in biological technology are required to mitigate the threat AMR poses to human and animal health. Regulatory solutions and the development of new therapeutic alternatives like antimicrobial peptides and bacteriophage therapy, and preventive measures such as DNA and mRNA vaccines, are future perspectives. Full article
(This article belongs to the Special Issue Livestock Antibiotic Use and Resistance)
27 pages, 3417 KiB  
Article
GaitCSF: Multi-Modal Gait Recognition Network Based on Channel Shuffle Regulation and Spatial-Frequency Joint Learning
by Siwei Wei, Xiangyuan Xu, Dewen Liu, Chunzhi Wang, Lingyu Yan and Wangyu Wu
Sensors 2025, 25(12), 3759; https://doi.org/10.3390/s25123759 - 16 Jun 2025
Viewed by 542
Abstract
Gait recognition, as a non-contact biometric technology, offers unique advantages in scenarios requiring long-distance identification without active cooperation from subjects. However, existing gait recognition methods predominantly rely on single-modal data, which demonstrates insufficient feature expression capabilities when confronted with complex factors in real-world [...] Read more.
Gait recognition, as a non-contact biometric technology, offers unique advantages in scenarios requiring long-distance identification without active cooperation from subjects. However, existing gait recognition methods predominantly rely on single-modal data, which demonstrates insufficient feature expression capabilities when confronted with complex factors in real-world environments, including viewpoint variations, clothing differences, occlusion problems, and illumination changes. This paper addresses these challenges by introducing a multi-modal gait recognition network based on channel shuffle regulation and spatial-frequency joint learning, which integrates two complementary modalities (silhouette data and heatmap data) to construct a more comprehensive gait representation. The channel shuffle-based feature selective regulation module achieves cross-channel information interaction and feature enhancement through channel grouping and feature shuffling strategies. This module divides input features along the channel dimension into multiple subspaces, which undergo channel-aware and spatial-aware processing to capture dependency relationships across different dimensions. Subsequently, channel shuffling operations facilitate information exchange between different semantic groups, achieving adaptive enhancement and optimization of features with relatively low parameter overhead. The spatial-frequency joint learning module maps spatiotemporal features to the spectral domain through fast Fourier transform, effectively capturing inherent periodic patterns and long-range dependencies in gait sequences. The global receptive field advantage of frequency domain processing enables the model to transcend local spatiotemporal constraints and capture global motion patterns. Concurrently, the spatial domain processing branch balances the contributions of frequency and spatial domain information through an adaptive weighting mechanism, maintaining computational efficiency while enhancing features. Experimental results demonstrate that the proposed GaitCSF model achieves significant performance improvements on mainstream datasets including GREW, Gait3D, and SUSTech1k, breaking through the performance bottlenecks of traditional methods. The implications of this research are significant for improving the performance and robustness of gait recognition systems when implemented in practical application scenarios. Full article
(This article belongs to the Collection Sensors for Gait, Human Movement Analysis, and Health Monitoring)
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22 pages, 495 KiB  
Article
Building a Sustainable Youth Support System: Insights from Service Providers Working with Out-of-School Youth in South Korea
by Ahram Lee, Soo Jeung Lee and Eunju Jung
Sustainability 2025, 17(12), 5493; https://doi.org/10.3390/su17125493 - 14 Jun 2025
Viewed by 682
Abstract
This study aims to explore the experiences and perceptions of service providers working in direct contact with out-of-school youth to identify ways to build a more sustainable and responsive support system within the community. Individual and group interviews were conducted with eight service [...] Read more.
This study aims to explore the experiences and perceptions of service providers working in direct contact with out-of-school youth to identify ways to build a more sustainable and responsive support system within the community. Individual and group interviews were conducted with eight service providers, including a team leader and five directors from public out-of-school support institutions, as well as two schoolteachers from the Board of Education, who were experienced in assisting dropout students. Reflexive thematic analysis of the interview data revealed four key themes: connecting youth to the community system, diversifying programs, minimizing disparities, and increasing societal awareness of out-of-school youth. These findings highlight how various needs and access to opportunities can be provided to all youths, regardless of their school enrollment. The study underscores the importance of shared responsibility in building an inclusive, community-based approach. It also emphasizes the necessity of cross-sector and inter-ministerial collaboration to reduce structural barriers and promote equitable learning opportunities. By centering the voices of practitioners, this study contributes to the broader discourse on building a sustainable community in which out-of-school youth can receive opportunities and resources to thrive as healthy contributing members of the community. Full article
(This article belongs to the Special Issue Sustainable Quality Education: Innovations, Challenges, and Practices)
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15 pages, 234 KiB  
Article
Perception and Adoption of Food Safety Standards: A Case of VietGAP Sheep Farmers in the Ninh Thuan Province of Vietnam
by Van Loi Bui, Xuan Ba Nguyen, Gia Hung Hoang, Thi Mui Nguyen, Ngoc Phong Van, Ngoc Long Tran, Mau Dung Ngo and Huu Van Nguyen
Sustainability 2025, 17(11), 5071; https://doi.org/10.3390/su17115071 - 1 Jun 2025
Viewed by 613
Abstract
To facilitate the adoption of a food safety standard by producers, it is essential to understand their perception of it. However, few empirical studies have examined how livestock farmers perceive food safety standards in Vietnam. This research examines sheep farmers’ attitudes towards Vietnamese [...] Read more.
To facilitate the adoption of a food safety standard by producers, it is essential to understand their perception of it. However, few empirical studies have examined how livestock farmers perceive food safety standards in Vietnam. This research examines sheep farmers’ attitudes towards Vietnamese Good Agricultural Practices (VietGAP), a type of a food safety standard in Vietnam. A sample size of 109 farmers was selected for interviews and a structured questionnaire was generated to collect data. Descriptive and bivariate analyses were employed. The study results show that sheep farmers were well aware of most VietGAP requirements. They perceived that adopting VietGAP requires practical changes in sheep farming systems, including: selecting breeding stock from clear sources to ensure sheep product traceability, collecting and treating wastes daily to protect the environment, and frequent sterilization of sheep cages. The farmers were changing several practices to comply with VietGAP. Key changed practices identified included: bought breeding stock from clear and reliable sources, frequent collecting and treating of sheep wastes, and used veterinary medicine according to instructions of veterinary medicine producers. Statistically significant relationships existing between the sheep farmers’ perceptions and their education level (Pearson = 0.229, p = 0.017), farm size (Pearson = −0.193; p = 0.049), gender (Eta = 0.173, p = 0.060), practice of using labours (Eta = 0.202, p = 0.028), training participation (Eta = 0.211, p = 0.022), credit participation (Eta = 0.177, p = 0.050), community-based organisations (Eta = 0.153, p = 0.087), and veterinary/extension contacts (Eta = 0.217, p = 0.019) were found. This means that a male sheep farmer who had a higher education level, possessed a smaller farm, practiced hired labours, participated in training/credit programs, was a member of community-based organisation, and had contacts with veterinary/extension workers likely perceived VietGAP better than their counterparts. Based on the findings of this study, it is recommended that the promotion of VietGAP for livestock farmers should be developed and carried out as joint attempts along the value chain actors. New food marketing practices and legal framework and policy for using safe food certifications are required to address to promote farmers’ adoption of VietGAP and facilitate transition towards a sustainable agri-food system in Vietnam. This study provides significant insights into safety food standard adoption by livestock farmers and highlights aspects that require to be considered when developing policies to improve the adoption of safety food standards in developing countries. Full article
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