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20 pages, 2243 KiB  
Article
Increasing Access and Availability of Nutrient-Dense Foods at United States Marine Corps Food Venues Is Feasible and Profitable
by Katie M. Kirkpatrick, Zina N. Abourjeily, Melissa A. Rittenhouse, Maureen W. Purcell, Rory G. McCarthy and Jonathan M. Scott
Nutrients 2025, 17(15), 2556; https://doi.org/10.3390/nu17152556 - 5 Aug 2025
Abstract
Background/Objectives: Military Service Members (SMs) require optimal nutrition to support health, readiness, and job performance. However, they often fall short of meeting nutrition guidelines. This study aimed to determine the impact and feasibility of implementing the U.S. Marine Corps (USMC) “Fueled to [...] Read more.
Background/Objectives: Military Service Members (SMs) require optimal nutrition to support health, readiness, and job performance. However, they often fall short of meeting nutrition guidelines. This study aimed to determine the impact and feasibility of implementing the U.S. Marine Corps (USMC) “Fueled to Fight®” (F2F) nutrition program in non-appropriated fund (NAF) food venues. Objectives included evaluating changes in Military Nutrition Environment Assessment Tool (mNEAT) scores, feasibility of implementing and maintaining F2F strategies, and influence on customer purchasing patterns. Methods: Researchers conducted a pre-post interventional study from January to December 2024 at three NAF food venues across two USMC bases. F2F strategies, including identifying items using a stoplight color coding system (Green = healthy, Yellow = less healthy, Red = least healthy), menu revisions, food placement, promotion, and marketing, were implemented. Data included mNEAT assessments, sales reports, and stakeholder focus groups. Generalized Estimating Equations models were used to analyze sales data. Results: mNEAT scores increased across all venues post-intervention. Availability and sales of Green items increased, while sales of Red items decreased in some venues. Profit increased at all three food venues. Focus groups revealed feasibility and provided insights for future interventions. Conclusions: F2F interventions in NAF food venues are feasible and can positively impact the food environment and customer purchasing patterns without negatively affecting profit. This study highlights the importance of integrating nutrition programs into all military food venues, not just government-funded dining facilities, to support the nutritional fitness and readiness of SMs. Full article
(This article belongs to the Section Nutrition and Public Health)
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14 pages, 1058 KiB  
Article
Sex- and Age-Specific Utilization Patterns of Nuclear Medicine Procedures at a Public Tertiary Hospital in Jamaica
by Tracia-Gay Kennedy-Dixon, Mellanie Didier, Fedrica Paul, Andre Gordon, Marvin Reid and Maxine Gossell-Williams
Hospitals 2025, 2(3), 21; https://doi.org/10.3390/hospitals2030021 - 5 Aug 2025
Viewed by 34
Abstract
Understanding the utilization patterns of nuclear medicine (NM) services is essential for optimizing resource allocation and service provision. This study aimed to address the regional evidence gap by reporting the demand for NM services by sex and age at a public hospital in [...] Read more.
Understanding the utilization patterns of nuclear medicine (NM) services is essential for optimizing resource allocation and service provision. This study aimed to address the regional evidence gap by reporting the demand for NM services by sex and age at a public hospital in Jamaica. This was a non-experimental, retrospective study of NM scans that were completed at the University Hospital of the West Indies from 1 June 2022 to 31 May 2024. While all scans were reported in the descriptive totals, for patients with multiple scans during the study period, only the data from the first visit was used in the inferential statistical analysis. This was performed with the IBM SPSS (version 29.0) software and involved the use of chi-square goodness of fit and multinomial logistic regression. A total of 1135 NM scans for 1098 patients were completed (37 patients had more than one scan); 596 (54.3%) were female and 502 (45.7%) were male, with the ages ranging from 3 days to 94 years old. Among the female patients, there was a greater demand in the ≥60 years age group for cardiac amyloid scans (χ2 = 6.40, p < 0.05), while females 18–59 years had a greater demand for thyroid scans (χ2 = 7.714, p < 0.05) and bone scans (χ2 = 3.904, p < 0.05). On the other hand, significantly more males in the ≥60 age group presented for cardiac amyloid (χ2 = 4.167; p < 0.05) and bone scans (χ2 = 145.79, p < 0.01). Males were significantly less likely to undergo a thyroid scan than females (p < 0.01, OR = 0.072, 95% CI: 0.021, 0.243) while individuals aged 18–59 years were more likely to undergo this scan than patients aged 60 or older (p = 0.02, OR = 3.565, 95% CI: 1.258, 10.104). Males were more likely to do a cardiac amyloid scan (p < 0.05, OR = 2.237, 95% CI: 1.023, 4.891) but less likely to undergo a cardiac rest/stress test than females (p = 0.02, OR = 0.307, 95% CI: 0.114, 0.828). Prolonged life expectancy and an aging population have the potential to impact NM utilization, thus requiring planning for infrastructure, equipment, work force, and supplies. Cancer-related and cardiovascular indications are a top priority at this facility; hence, age- and sex-specific analysis are useful in establishing models for policy makers with regard to the allocation of economic and human resources for the sustainability of this specialized service. Full article
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16 pages, 2048 KiB  
Article
Quantitative Determination of Nitrogen Content in Cucumber Leaves Using Raman Spectroscopy and Multidimensional Feature Selection
by Zhaolong Hou, Feng Tan, Manshu Li, Jiaxin Gao, Chunjie Su, Feng Jiao, Yaxuan Wang and Xin Zheng
Agronomy 2025, 15(8), 1884; https://doi.org/10.3390/agronomy15081884 - 4 Aug 2025
Viewed by 201
Abstract
Cucumber, a high-yielding crop commonly grown in facility environments, is particularly susceptible to nitrogen (N) deficiency due to its rapid growth and high nutrient demand. This study used cucumber as its experimental subject and established a spectral dataset of leaves under four nutritional [...] Read more.
Cucumber, a high-yielding crop commonly grown in facility environments, is particularly susceptible to nitrogen (N) deficiency due to its rapid growth and high nutrient demand. This study used cucumber as its experimental subject and established a spectral dataset of leaves under four nutritional conditions, normal supply, nitrogen deficiency, phosphorus deficiency, and potassium deficiency, aiming to develop an efficient and robust method for quantifying N in cucumber leaves using Raman spectroscopy (RS). Spectral data were preprocessed using three baseline correction methods—BaselineWavelet (BW), Iteratively Improve the Moving Average (IIMA), and Iterative Polynomial Fitting (IPF)—and key spectral variables were selected using 4-Dimensional Feature Extraction (4DFE) and Competitive Adaptive Reweighted Sampling (CARS). These selected features were then used to develop a N content prediction model based on Partial Least Squares Regression (PLSR). The results indicated that baseline correction significantly enhanced model performance, with three methods outperforming unprocessed spectra. A further analysis showed that the combination of IPF, 4DFE, and CARS achieved optimal PLSR model performance, achieving determination coefficients (R2) of 0.947 and 0.847 for the calibration and prediction sets, respectively. The corresponding root mean square errors (RMSEC and RMSEP) were 0.250 and 0.368, while the residual predictive deviation (RPDC and RPDP) values reached 4.335 and 2.555. These findings confirm the feasibility of integrating RS with advanced data processing for rapid, non-destructive nitrogen assessment in cucumber leaves, offering a valuable tool for nutrient monitoring in precision agriculture. Full article
(This article belongs to the Section Precision and Digital Agriculture)
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16 pages, 1044 KiB  
Systematic Review
Table Tennis as a Tool for Physical Education and Health Promotion in Primary Schools: A Systematic Review
by M. A. Ortega-Zayas, A. J. Cardona-Linares, M. Lecina, N. Ochiana, A. García-Giménez and F. Pradas
Sports 2025, 13(8), 251; https://doi.org/10.3390/sports13080251 - 31 Jul 2025
Viewed by 197
Abstract
Racket sports are very popular not only in professional sports but also among recreational players. As a result, their impact on the field of education has grown significantly in recent years. Table tennis (TT) offers significant advantages in terms of skill acquisition and [...] Read more.
Racket sports are very popular not only in professional sports but also among recreational players. As a result, their impact on the field of education has grown significantly in recent years. Table tennis (TT) offers significant advantages in terms of skill acquisition and health improvement. Nevertheless, its application within physical education (PE) curricula remains undetermined. The aim of this systematic review was to analyze the use of TT as educational content in the subject of PE in primary school. The PRISMA 2020 methodology was used to conduct the systematic review. Six databases (ERIC, Pubmed, ScienceDirect, Scopus, Sport Discus, and Web of Science) were used during the search process. The search cutoff date was December 31, 2024. After applying the eligibility criteria, 3595 articles were found. Only seven studies were selected for the final analysis and the data included 1526 students from primary school. The results indicate that TT is rarely used in primary education during PE classes. Research indicates interest among teachers and students in playing it during PE. Furthermore, due to the benefits, motivation, and interest this sport generates, educational experiences have been developed, such as roundtable discussions, table top tennis, balloon TT, and TT triathlon. A lack of materials, facilities, and teacher training for teaching this sport is notable. The teaching experiences analyzed in this review confirm that TT is a highly versatile and interesting sport as a subject matter in school PE. The use of TT allows for innovative, comprehensive, and inclusive PE, thanks to the sport’s multiple possibilities. Given its adaptability and low entry barrier, TT could serve as an effective tool for increasing children’s physical activity levels, improving motor skills, and fostering social–emotional development. However further research is needed to quantify its impact on health outcomes such as cardiovascular fitness or obesity prevention. Full article
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18 pages, 2688 KiB  
Article
Acid-Modified Biochar Derived from Agricultural Waste for Efficiently Capturing Low-Concentration Nitrous Oxide (N2O): Mechanisms and Environmental Implications
by Mingming Fu, Yingdi Ma, Fengrui Yang, Ziyu Xiao, Mei Wang, Shaoyuan Bai, Qin Zhang, Huili Liu, Dandan Xu and Yanan Zhang
Toxics 2025, 13(8), 623; https://doi.org/10.3390/toxics13080623 - 25 Jul 2025
Viewed by 387
Abstract
Low-concentration N2O (≤5%) emissions from agricultural fields and waste treatment facilities in China reach 7.333 × 105 t annually, making them a significant but inadequately controlled contributor to global warming. Agricultural wastes were selected as precursors to prepare biochar, including [...] Read more.
Low-concentration N2O (≤5%) emissions from agricultural fields and waste treatment facilities in China reach 7.333 × 105 t annually, making them a significant but inadequately controlled contributor to global warming. Agricultural wastes were selected as precursors to prepare biochar, including pecan shell (SH), poplar sawdust (JM), wheat straw (XM), and corn straw (YM), which were subsequently acid-modified with 0.1 mol L−1 HCl. The objectives were (i) to quantify the enhancement in N2O capture achievable by acid treatment, (ii) to elucidate the underlying chemisorption mechanism, and (iii) to identify the most efficient feedstock for practical deployment. Acid modification increased the oxygen content, specific surface area, and the number of hydroxyl and carboxyl groups on the biochar surface. Both modified and unmodified biochar followed the pseudo-second-order kinetic model (R2 ≥ 0.960), indicating chemisorption-dominated processes. The adsorption performance ranked as XM > JM > SH > YM, with XM exhibiting the highest adsorption capacity (26.000 mol/kg unmodified, 43.088 mol/kg modified, 65.72% increase). The Langmuir model provided a better fit for N2O adsorption, suggesting dynamic multilayer heterogeneous adsorption. The findings demonstrate that acid-modified biochar derived from agricultural waste is a scalable, economical, and environmentally friendly adsorbent for mitigating low-concentration N2O emissions. Full article
(This article belongs to the Section Toxicity Reduction and Environmental Remediation)
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18 pages, 8928 KiB  
Article
Demand-Responsive Evaluation and Optimization of Fitness Facilities in Urban Park Green Spaces
by Xiaohui Lv, Kangxing Li, Jiyu Cheng and Ziru Ren
Buildings 2025, 15(14), 2500; https://doi.org/10.3390/buildings15142500 - 16 Jul 2025
Viewed by 266
Abstract
(1) Background: The provision of monofunctional or inadequately distributed services in urban park green spaces often constrains residents’ opportunities and diversity for outdoor activities, particularly limiting access and participation for specific age groups or activity preferences. However, functional nodes with temporal and spatial [...] Read more.
(1) Background: The provision of monofunctional or inadequately distributed services in urban park green spaces often constrains residents’ opportunities and diversity for outdoor activities, particularly limiting access and participation for specific age groups or activity preferences. However, functional nodes with temporal and spatial flexibility demonstrate high-quality characteristics of resilient and shared services through integrated development. Accurately identifying user demand provides a solid basis for optimizing the functional configuration of urban parks. (2) Methods: This study took the old city area of Zhengzhou, Henan Province, China, as a case study. By collecting and integrating various types of data, such as geographic spatial data, field investigation data, and behavioral observations, we developed a population demand quantification method and a modular analysis approach for park service functions. This framework enabled correlation analysis between diverse user needs and park services. The study further classified and combined park functions into modular units, quantifying their elastic and shared service capabilities—namely, the adaptive flexibility and shared utilization capacity of park services. Additionally, we established a demand-responsive evaluation system for identifying and diagnosing problem areas in park services based on multi-source data. (3) Results: The demand response index and diagnostic results indicate that the supply of fitness facilities—particularly equipment-based installations—is insufficient within the old urban district of Zhengzhou. Among the three user groups—children, young and middle-aged adults, and the elderly—the elderly population exhibited the lowest demand response index, revealing a significant gap in meeting their specific needs. (4) Conclusions: Based on the research findings, a three-tier optimization strategy is proposed: A. improve green space connectivity to expand the service coverage of parks; B. implement multifunctional overlay and coordinated integration in spatial design based on site characteristics and demand diagnostics; and C. increase the total supply of facilities to enhance spatial efficiency in parks. By integrating the demand assessment data and diagnostic results, this approach enabled a data-driven reorganization of service types and targeted allocation of resources within existing park infrastructure, offering a practical tool and reference for the planning of urban outdoor activity spaces. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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21 pages, 1899 KiB  
Article
Revisiting the Push–Pull Tourist Motivation Model: A Theoretical and Empirical Justification for a Reflective–Formative Structure
by Joshin Joseph and Jiju Gillariose
Tour. Hosp. 2025, 6(3), 139; https://doi.org/10.3390/tourhosp6030139 - 14 Jul 2025
Viewed by 562
Abstract
This study introduces a novel reflective–formative hierarchical model specification for the classic push–pull tourist motivation construct, aligning its measurement with the theoretical distinction between intrinsic “push” drives and external “pull” attributes. Unlike the traditional reflective-reflective structuring of tourist motivation we defied the higher [...] Read more.
This study introduces a novel reflective–formative hierarchical model specification for the classic push–pull tourist motivation construct, aligning its measurement with the theoretical distinction between intrinsic “push” drives and external “pull” attributes. Unlike the traditional reflective-reflective structuring of tourist motivation we defied the higher order factors (novelty, knowledge and facilities as formative. Using partial least squares structural equation modeling (PLS-SEM) on a purposive sample of 319 international tourists, we empirically validate the reflective–formative (reflective first-order, formative second-order) model. The reflective–formative model showed a superior fit and predictive power: it explained substantially more variance in key outcome constructs (social motives (R2 = 53.60) and self-actualization (R2 = 23.10)) than the traditional reflective–reflective specification (social motives (R2 = 49.30) and self-actualization (R2 = 21.70)), which is consistent with best-practice guidelines for theoretically grounded models. In contrast, the incorrectly specified reflective–reflective model showed stronger effects between unrelated constructs, supporting concerns that choosing the wrong type of measurement model can lead to incorrect conclusions. By reconciling the push–pull theory with measurement design, this work’s main contributions are a theoretically justified reflective–formative model for tourist motivation, and evidence of its empirical benefits. These findings highlight a methodological innovation in motivation modeling and underscore that modeling push–pull motives formatively yields more accurate insights for theory and practice. Full article
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19 pages, 5353 KiB  
Article
Adaptive Symmetry Self-Matching for 3D Point Cloud Completion of Occluded Tomato Fruits in Complex Canopy Environments
by Wenqin Wang, Chengda Lin, Haiyu Shui, Ke Zhang and Ruifang Zhai
Plants 2025, 14(13), 2080; https://doi.org/10.3390/plants14132080 - 7 Jul 2025
Viewed by 401
Abstract
As a globally important cash crop, the optimization of tomato yield and quality is strategically significant for food security and sustainable agricultural development. In order to address the problem of missing point cloud data on fruits in a facility agriculture environment due to [...] Read more.
As a globally important cash crop, the optimization of tomato yield and quality is strategically significant for food security and sustainable agricultural development. In order to address the problem of missing point cloud data on fruits in a facility agriculture environment due to complex canopy structure, leaf shading and limited collection viewpoints, the traditional geometric fitting method makes it difficult to restore the real morphology of fruits due to the dependence on data integrity. This study proposes an adaptive symmetry self-matching (ASSM) algorithm. It dynamically adjusts symmetry planes by detecting defect region characteristics in real time, implements point cloud completion under multi-symmetry constraints and constructs a triple-orthogonal symmetry plane system to adapt to multi-directional heterogeneous structures under complex occlusion. Experiments conducted on 150 tomato fruits with 5–70% occlusion rates demonstrate that ASSM achieved coefficient of determination (R2) values of 0.9914 (length), 0.9880 (width) and 0.9349 (height) under high occlusion, reducing the root mean square error (RMSE) by 23.51–56.10% compared with traditional ellipsoid fitting. Further validation on eggplant fruits confirmed the cross-crop adaptability of the method. The proposed ASSM method overcomes conventional techniques’ data integrity dependency, providing high-precision three-dimensional (3D) data for monitoring plant growth and enabling accurate phenotyping in smart agricultural systems. Full article
(This article belongs to the Special Issue Modeling of Plants Phenotyping and Biomass)
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14 pages, 237 KiB  
Article
Active Minds, Healthy Bodies: Investigating Physical Activity, Barriers, and Health Outcomes in Saudi Adolescent Females
by Wafaa Saleh and Ghada Alturif
Children 2025, 12(7), 846; https://doi.org/10.3390/children12070846 - 27 Jun 2025
Viewed by 310
Abstract
Background: Physical inactivity among adolescents, particularly females in conservative societies like Saudi Arabia, poses significant risks to both physical and psychological health. Cultural norms, environmental constraints, and limited access to gender-appropriate sports facilities further exacerbate the problem. Understanding these factors is essential for [...] Read more.
Background: Physical inactivity among adolescents, particularly females in conservative societies like Saudi Arabia, poses significant risks to both physical and psychological health. Cultural norms, environmental constraints, and limited access to gender-appropriate sports facilities further exacerbate the problem. Understanding these factors is essential for developing effective, context-sensitive interventions. Aim: This study aimed to examine the relationship between daily physical activity behaviours and health outcomes, both physical and psychological, among adolescent females in Saudi Arabia. This paper also explores the impact of socio-environmental variables such as income, household size, and urban/rural residence on activity levels and wellbeing. Methods: A cross-sectional survey of 636 adolescent females aged 13–21 was conducted using validated instruments. The Physical Activity Questionnaire for Adolescents (PAQ-A) measured physical activity levels, and the Self-Rated Health (SRH) assessed psychological wellbeing and health-related quality of life. The analysis employed an Ordinal Logistic Model (OLM) guided by the Social Ecological Model (SEM) to assess predictors of physical activity participation. Results: The OLM results indicated that higher income levels, smaller household size, urban residence, and older age categories were significantly associated with higher levels of physical activity (p < 0.05). Participants with higher PAQ-A scores reported better psychological health and quality of life. The model showed a good fit, with a pseudo-R2 of 0.36. Cultural and environmental barriers, particularly in rural areas, were identified as significant deterrents to participation. Conclusions: The findings highlight the urgent need for culturally adapted, gender-sensitive health promotion programs that target both individual and structural barriers to physical activity among adolescent girls in Saudi Arabia. Enhanced societal support and accessible sports infrastructure could significantly improve health outcomes and quality of life. Full article
32 pages, 5267 KiB  
Article
Shifting Landscapes, Escalating Risks: How Land Use Conversion Shapes Long-Term Road Crash Outcomes in Melbourne
by Ali Soltani, Mohsen RoohaniQadikolaei and Amir Sobhani
Future Transp. 2025, 5(2), 75; https://doi.org/10.3390/futuretransp5020075 - 17 Jun 2025
Viewed by 1619
Abstract
Road crashes impose significant societal costs, and while links between static land use and safety are established, the long-term impacts of dynamic land use conversions remain under-explored. This study addresses this gap by investigating and quantifying how specific land use transitions over a [...] Read more.
Road crashes impose significant societal costs, and while links between static land use and safety are established, the long-term impacts of dynamic land use conversions remain under-explored. This study addresses this gap by investigating and quantifying how specific land use transitions over a decade influence subsequent road crash frequency in Metropolitan Melbourne. Our objective was to understand which conversion pathways pose the greatest risks or offer safety benefits, informing urban planning and policy. Utilizing extensive observational data covering numerous land use conversions, we employed Negative Binomial models (selected as the best fit over Poisson and quasi-Poisson alternatives) to analyze the association between various transition types and crash occurrences in surrounding areas. The analysis revealed distinct and statistically significant safety outcomes. Major findings indicate that transitions introducing intensified activity and vulnerable road users, such as converting agricultural land or parks to educational facilities (e.g., Agri → Edu, coefficient ≈ +0.10; Park → Edu, ≈+0.12), or intensifying land use in previously less active zones (e.g., Park → Com, ≈+0.07; Trans → Park, ≈+0.10), significantly elevate long-term crash risk, particularly when infrastructure is inadequate. Conversely, conversions creating low-traffic, nature-focused environments (e.g., Water → Park, ≈–0.16) or channeling activity onto well-suited infrastructure (e.g., Trans → Com, ≈–0.12) demonstrated substantial reductions in crash frequency. The critical role of context-specific infrastructure adaptation, highlighted by increased risks in some park conversions (e.g., Com → Park, ≈+0.06), emerged as a key mediator of safety outcomes. These findings underscore the necessity of integrating dynamic, long-term road safety considerations into land use planning, mandating appropriate infrastructure redesign during conversions, and prioritizing interventions for identified high-risk transition scenarios to foster safer and more sustainable urban development. Full article
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27 pages, 4397 KiB  
Article
Designing Age-Friendly Paved Open Spaces: Key Green Infrastructure Features for Promoting Seniors’ Physical Activity
by Wei Dong, Shuangyu Zhang, Jiayi Lin, Yue Wang, Xingyue Xue and Guangkui Wang
Land 2025, 14(6), 1271; https://doi.org/10.3390/land14061271 - 13 Jun 2025
Viewed by 508
Abstract
Urban parks, key components of green infrastructure (GI), offer paved open spaces that significantly impact physical activity (PA) among older adults. However, the environmental features of these spaces and their effects on PA remain underexplored. Existing studies often overlook factors like spatial configuration, [...] Read more.
Urban parks, key components of green infrastructure (GI), offer paved open spaces that significantly impact physical activity (PA) among older adults. However, the environmental features of these spaces and their effects on PA remain underexplored. Existing studies often overlook factors like spatial configuration, planar morphology, and bag storage facilities, and lack a systematic analytical framework. Many also rely on simplistic PA measurements and struggle with multicollinearity in data analysis. This study addresses these gaps by proposing a comprehensive framework examining four environmental dimensions: spatial configuration, planar morphology, facility provision, and visual greenery. Using GPS-tracked mobility data, behavioral audits, and multicollinearity-robust Partial Least Squares (PLS) regression, we analyze the impact of these features on PA. Results show that functional elements—higher spatial integration (VIP = 1.04), larger activity areas (VIP = 1.82), sufficient bag storage (VIP = 1.64), outdoor fitness equipment (VIP = 1.30), and diverse greenery (VIP = 1.23)—significantly enhance PA. In contrast, factors like floral diversity (VIP = 0.67), water visibility (VIP = 0.48), and shape complexity (VIP = 0.16) have minimal effects. This study provides theoretical insights and practical strategies for retrofitting paved park spaces, contributing to age-friendly urban GI. Full article
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18 pages, 778 KiB  
Article
Assessing Postnatal Immunisation Services in a Low-Resource Setting: A Cross-Sectional Survey
by Alhassan Sibdow Abukari, Rejoice Gaddah, Emmanuella Vincentia Ayivor, Ibrahim Sadik Haruna and Emmanuel Kwame Korsah
Healthcare 2025, 13(12), 1389; https://doi.org/10.3390/healthcare13121389 - 11 Jun 2025
Viewed by 398
Abstract
Background/Objectives: Postnatal immunisation is critical for maternal and child health, particularly in low-income countries. Despite international efforts, maternal awareness and access to care remain limited. Understanding the drivers behind postnatal immunisation services is critical for improving neonatal and maternal healthcare interventions. Methods: A [...] Read more.
Background/Objectives: Postnatal immunisation is critical for maternal and child health, particularly in low-income countries. Despite international efforts, maternal awareness and access to care remain limited. Understanding the drivers behind postnatal immunisation services is critical for improving neonatal and maternal healthcare interventions. Methods: A tertiary healthcare facility’s postpartum mothers who were seeking immunisation services participated in a prospective cross-sectional electronic survey. Convenience sampling was used to select respondents, who then answered a structured electronic questionnaire intended to obtain information on immunisation practices. To evaluate important trends and correlations, data was analysed using both descriptive and inferential statistics. A factor analysis was performed using the principal component analysis method, eigenvalue criteria, communalities, and confirmatory factor analysis. The study adhered to the STROBE guidelines. Results: We found that postnatal mothers’ good immunisation practices were influenced by their adherence to immunisation schedules (% variance: 56.407; Eigenvalue: 7.33), and significant satisfaction with communication (% variance: 8.338; Eigenvalue: 1.084); giving a cumulative variance explained of 64.745% of the total variance of variables under study. However, suboptimal practices include limited resource availability, poor record maintenance, insufficient support for side effects, a lack of support from healthcare providers, and a decline in immunisation recommendations, all of which had Eigenvalue <1 and insignificant percentage of variance contribution to the total variance explained. We developed a two-factor model of postnatal immunisation practices, focusing on adherence and effective communication. The model showed high loadings and adequate fit indices (χ2(34) = 91.333, p < 0.001; CFI = 0.945; TLI = 0.927; RMSEA = 0.071; SRMR = 0.042), good evidence of internal consistency (α = 0.823–0.877), and composite reliability (ω = 0.832–0.877). Conclusions: The study recommends a comprehensive approach to increasing newborn vaccine coverage, which includes health education, improved service delivery, and culturally sensitive communication strategies. Future research should focus on digital health interventions, community-based initiatives, and policy-driven postnatal care. Full article
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25 pages, 5613 KiB  
Article
Exploring Nonlinear Threshold Effects and Interactions Between Built Environment and Urban Vitality at the Block Level Using Machine Learning
by Cong Li, Yajuan Zhou, Manfei Wu, Jiayue Xu and Xin Fu
Land 2025, 14(6), 1232; https://doi.org/10.3390/land14061232 - 7 Jun 2025
Viewed by 706
Abstract
Urban vitality is a critical indicator of both urban sustainability and quality of life. However, comprehensive studies examining the threshold effects and interaction mechanisms of built environment factors on urban vitality at the block level remain limited. This study proposed to develop a [...] Read more.
Urban vitality is a critical indicator of both urban sustainability and quality of life. However, comprehensive studies examining the threshold effects and interaction mechanisms of built environment factors on urban vitality at the block level remain limited. This study proposed to develop a comprehensive framework for urban vitality by incorporating multi-source data, and the central urban area of Xi’an, China, was selected as the study area. Four machine learning models, LightGBM, XGBoost, GBDT, and random forest, were employed to identify the most fitted model for analyzing threshold effects and interactions among built environment factors on shaping urban vitality. The results showed the following: (1) Xi’an’s urban vitality exhibited a distinct gradient, with the highest vitality concentrated in the Yanta District; (2) life service facility density was the most significant determinant of vitality (19.91%), followed by air quality (9.01%) and functional diversity (6.49%); and (3) significant interactions among built environment factors were observed. In particular, streets characterized by both high POI diversity (greater than 0.8) and low PM2.5 concentrations (below 48.5 μg/m3) exhibited notably enhanced vitality scores. The findings of this study provide key insights into strategies for boosting urban vitality, offering actionable insights for improving land use allocations and enhancing quality of life. Full article
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15 pages, 479 KiB  
Article
“We Just Improvise”: Exploring Teachers’ Perspectives on Sport Participation for Learners with Intellectual Disabilities in Rural South Africa
by Avhasei Dorothy Meregi, Phumudzo Khangwelo Mulibana and Gudani Goodman Mukoma
Int. J. Environ. Res. Public Health 2025, 22(6), 893; https://doi.org/10.3390/ijerph22060893 - 3 Jun 2025
Viewed by 621
Abstract
Background: Participation in sports offers children with intellectual disabilities (IDs) crucial opportunities for development. However, they often face barriers to inclusion in school-based sports, especially in under-resourced areas. This study aimed to (1) assess the level of participation in school sports among learners [...] Read more.
Background: Participation in sports offers children with intellectual disabilities (IDs) crucial opportunities for development. However, they often face barriers to inclusion in school-based sports, especially in under-resourced areas. This study aimed to (1) assess the level of participation in school sports among learners with IDs, and (2) explore teachers’ perceptions of the benefits and barriers to such participation in special schools within the Vhembe District of South Africa. Methods: A qualitative, descriptive research design was employed. Face-to-face semi-structured interviews were conducted with 20 teachers from four special schools. Thematic analysis helped identify key themes and interpret responses. Results: All schools offered weekly sports activities, as required by the Department of Education. Teachers viewed sports as vital for social interaction, physical fitness, and psychological well-being. However, barriers such as insufficient adapted equipment, inadequate facilities, and limited family support hindered meaningful participation, particularly for learners with profound disabilities. Conclusions: School sports have the potential to transform the lives of learners with IDs, but systemic barriers restrict access. Increased investment in inclusive infrastructure, adaptive equipment, teacher training, and community awareness is essential to align policy with practice in special education. Full article
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21 pages, 3047 KiB  
Review
Microgeneration of Electricity in Gyms—A Review and Conceptual Study
by Waldemar Moska and Andrzej Łebkowski
Energies 2025, 18(11), 2912; https://doi.org/10.3390/en18112912 - 2 Jun 2025
Viewed by 640
Abstract
This article presents a comprehensive analysis of the potential for microgeneration of electrical energy from human physical activity and reviews current commercial and research solutions, including stationary bicycles, treadmills, rowing ergometers, strength equipment, and kinetic floor systems. The physiological foundations of human energy [...] Read more.
This article presents a comprehensive analysis of the potential for microgeneration of electrical energy from human physical activity and reviews current commercial and research solutions, including stationary bicycles, treadmills, rowing ergometers, strength equipment, and kinetic floor systems. The physiological foundations of human energy generation are examined, with attention to key factors such as age, gender, fitness level, maximum oxygen uptake, heart rate, and hydration. The study includes mathematical models of energy conversion from metabolic to electrical output, incorporating fatigue as a limiting factor in long-duration performance. Available energy storage technologies (e.g., lithium-ion batteries, supercapacitors, and flywheels) and intelligent energy management systems (EMS) for use in sports facilities and net-zero energy buildings are also reviewed. As part of the study, a conceptual design of a multifunctional training and diagnostic device is proposed to illustrate potential technological directions. This device integrates microgeneration with dynamic physiological monitoring and adaptive load control through power electronic conversion. The paper highlights both the opportunities and limitations of harvesting human-generated energy and outlines future directions for sustainable energy applications in fitness environments. A preliminary economic analysis is also included, showing that while the energy payback alone is limited, the device offers commercial potential when combined with diagnostic and smart fitness services and may contribute to broader building energy efficiency strategies through integration with intelligent energy systems. Full article
(This article belongs to the Special Issue Advanced Technologies for Energy-Efficient Buildings)
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