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14 pages, 700 KB  
Article
Changes in Spatiotemporal Parameters During Gait of Special Forces Operators with Additional External Load
by Wojciech Paśko, Patryk Marszałek, Maciej Śliż, Krzysztof Maćkała, Cíntia França, Izabela Huzarska-Rynasiewicz, Rafał Podgórski, Élvio Rúbio Gouveia, Dominik Skiba and Krzysztof Przednowek
Sensors 2026, 26(6), 1959; https://doi.org/10.3390/s26061959 - 20 Mar 2026
Abstract
Background: Gait with external load is an inherent element of military tasks, and the mass of equipment carried by soldiers has systematically increased over recent decades. Depending on the nature of the operation, soldiers may carry loads ranging from several to several dozen [...] Read more.
Background: Gait with external load is an inherent element of military tasks, and the mass of equipment carried by soldiers has systematically increased over recent decades. Depending on the nature of the operation, soldiers may carry loads ranging from several to several dozen kilograms, which may affect gait biomechanics and increase the risk of overload injuries. The aim of this study was to evaluate changes in the spatiotemporal gait parameters of Special Forces Operators depending on the mass and type of the carried external load. Methods: The study included 34 active Special Forces Operators (age: 36.47 ± 5.63 years; height: 180.39 ± 5.72 cm; body mass: 85.92 ± 8.54 kg). Gait analysis was performed using an h/p/cosmos gaitway 3D + 1D treadmill equipped with an integrated pressure platform enabling ground reaction force (GRF) measurement. Participants performed gait trials at a speed of 5.5 km/h under four load conditions: 0 kg, 7 kg, 20 kg, and 27 kg. For each condition, 30 s measurement series were recorded, enabling analysis of a stable locomotion pattern and detection of gait phase events. Results: Statistically significant differences were demonstrated for the following parameters: stance phase, load response, single support, pre-swing, swing phase, double stance, foot rotation, step time, stride length, step width, cycle time, and cadence. The greatest changes were observed between unloaded gait and the condition with a helmet and vest. External load mainly caused prolongation of phases related to support and shortening of the swing phase and single support. Conclusions: Military load significantly modifies the temporal structure of gait in Special Forces Operators even at a constant, relatively low speed. The use of an instrumented treadmill with an integrated pressure platform and GRF measurement, as well as the registration of a large number of gait cycles, enabled the detection of subtle differences in spatiotemporal parameters and reliable assessment of stability and dynamic asymmetry under controlled laboratory conditions. Full article
(This article belongs to the Special Issue Sensors for Human Motion Analysis and Applications)
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20 pages, 2384 KB  
Article
Preliminary Experimental Verification of the Functionality of a Prototype Device for Suspension Therapy
by Szymon Saternus, Michał Stankiewicz, Kamil Sybilski, Marcin Konarzewski, Jerzy Małachowski, Jerzy Kwaśniewski, Szymon Molski, Michalina Błażkiewicz and Rafał Pluciński
Appl. Sci. 2026, 16(5), 2259; https://doi.org/10.3390/app16052259 - 26 Feb 2026
Viewed by 180
Abstract
The objective of the study was to undertake a preliminary analysis of the operational accuracy of a prototype suspension therapy apparatus. This entailed the establishment of the kinematic relationship between the movements imposed by the actuators and the movements of the participants’ body [...] Read more.
The objective of the study was to undertake a preliminary analysis of the operational accuracy of a prototype suspension therapy apparatus. This entailed the establishment of the kinematic relationship between the movements imposed by the actuators and the movements of the participants’ body segments. The experimental procedure involved the taking of measurements on six participants (average age 32 ± 8 years, weight 67 ± 7 kg, height 178 ± 7 cm). Five movement sequences were observed, including rotation of the head, shoulders, and pelvis, and alternating movement of the shoulders, relative to the pelvis, and the head, relative to the shoulders. The movement of body segments and actuators was recorded using a Vicon optoelectronic system, based on passive markers. A virtual kinematic model was prepared for each of the measurements. It was found that the relationship between the actuator-imposed rotations and the resulting segmental rotations depended on the movement sequence and the body segment involved. The mean head rotation was 46.4° ± 1.2° (27.8% greater than the actuator setting) and the mean shoulder rotation was 23.8° ± 2.4° (11.1% greater), whereas the mean pelvic rotation (20.1° ± 0.9°) showed near agreement with the actuator-imposed value. In alternating movement sequences, distinct directional patterns were observed: head rotation remained greater than the actuator setting, shoulder rotation showed near-agreement or moderate increases, and pelvic rotation in the shoulder–pelvis sequence was markedly lower than the actuator-imposed rotation. The device demonstrates a high level of efficacy in mapping movements, particularly with regard to pelvic rotation. Differences in head rotation indicate the need for further optimisation of movement sequences. The results suggest mapping stability for the majority of participants, with isolated deviations requiring further investigation. Full article
(This article belongs to the Section Biomedical Engineering)
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18 pages, 966 KB  
Article
Love, Compassion, and Personality as Predictors of Burnout in Nurses: A Path Analysis Study
by Agapi L. Batiridou, Elena Dragioti, Zoe Konstanti, Stefanos Mantzoukas and Mary Gouva
Healthcare 2026, 14(3), 404; https://doi.org/10.3390/healthcare14030404 - 5 Feb 2026
Viewed by 871
Abstract
Background/Objectives: This study examined how personality traits, compassion, and love are associated with the three dimensions of burnout among nurses, while accounting for demographic factors such as gender, age, and work shift. Methods: A total of 403 nurses participated in this [...] Read more.
Background/Objectives: This study examined how personality traits, compassion, and love are associated with the three dimensions of burnout among nurses, while accounting for demographic factors such as gender, age, and work shift. Methods: A total of 403 nurses participated in this cross-sectional study and completed validated self-report measures of personality, compassionate love, and burnout, as well as an in-house, exploratory Love Instrument. Path analysis was used to examine patterns of direct and indirect associations among the study variables while controlling demographic covariates. Results: Men reported higher psychoticism and depersonalization, whereas women scored higher in compassion. Neuroticism was associated with greater emotional exhaustion and depersonalization and with lower personal accomplishment. Compassion showed indirect association patterns linking extraversion and the Lie scale with personal accomplishment and linking psychoticism with depersonalization. Extraversion was positively associated with accomplishment both directly and indirectly, while psychoticism was associated with higher depersonalization. Love-related variables showed mixed findings. Specifically, love experience was not associated with burnout, whereas love intensity was positively associated with both depersonalization and accomplishment. Older nurses reported more exhaustion but also greater accomplishment; male gender and rotating shifts were associated with higher depersonalization and exhaustion. Conclusions: The findings support neuroticism as a key dispositional vulnerability correlated with burnout and suggest that compassion and extraversion are linked to more favorable burnout-related profiles, particularly higher accomplishment and lower depersonalization. Love-related emotion intensity showed small, mixed associations and should be interpreted cautiously given the exploratory measurement approach. These results highlight the emotional complexity of nursing and may inform future research and workplace initiatives aimed at supporting occupational well-being. Full article
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21 pages, 1492 KB  
Article
Soil Organic Carbon Dynamics in Contrasting Soil Types Under Short-Rotation Woody Crop Production
by Aistė Masevičienė and Lina Žičkienė
Agriculture 2026, 16(2), 281; https://doi.org/10.3390/agriculture16020281 - 22 Jan 2026
Viewed by 257
Abstract
Intensive agriculture, ecosystem degradation, and declining soil quality highlight the urgent need for sustainable land use strategies. The cultivation of short-rotation woody crops (SRC), combined with fertilization using sewage sludge digestate (SSD), offers a promising approach to recycle nutrient-rich waste and promote soil [...] Read more.
Intensive agriculture, ecosystem degradation, and declining soil quality highlight the urgent need for sustainable land use strategies. The cultivation of short-rotation woody crops (SRC), combined with fertilization using sewage sludge digestate (SSD), offers a promising approach to recycle nutrient-rich waste and promote soil organic carbon (SOC) accumulation. This study evaluated SOC concentrations, stocks and their spatial distribution in the 0–20 cm soil layer under SRC cultivation, with and without SSD fertilization, across contrasting soil types in Eastern Lithuania. The investigated soils included mineral (Luvisols (LV), Retisols (RT), Planosols (PL), Arenosols (AR)), organo-mineral (Gleysols (GL)), and organic soils (Histosols (HS)), representing textures from sand to peat and classified according to the World Reference Base for Soil Resources (WRB). Part I assessed baseline SOC variability in unproductive areas planted with hybrid poplars (Populus spp.) and hybrid aspen (Populus tremula × P. tremuloides) up to 20 years old. Part II examined SOC changes in three SRC fields of different ages (3–10 years), including unfertilized and SSD-fertilized stands. SOC concentrations increased consistently from mineral (1.14–1.80%) to organo-mineral (2.13–3.20%) and organic soils (6.37–17.53%). Heavier-textured soils accumulated more SOC than lighter soils, showing a strong positive correlation between SOC and soil texture (r = 0.82, p ≤ 0.01). SRC cultivation increased SOC across all soil types, while SSD fertilization further enhanced accumulation, with fertilized fields showing SOC increases of 0.50–1.07 percentage points and carbon stocks by 18.8–41.7 t ha−1, compared with smaller increases in unfertilized fields. Spatial visualization of SOC further highlighted long-term accumulation patterns across soil types, confirming the trends observed under SRC cultivation and SSD fertilization. Full article
(This article belongs to the Section Agricultural Soils)
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15 pages, 1029 KB  
Article
Evaluation of an Elastodontic Bioactivator Versus High-Pull Headgear for the Treatment of Skeletal Class II Hyperdivergent Pediatric Patients: A Retrospective Study
by Maria Francesca Sfondrini, Maurizio Pascadopoli, Maria Gloria Nardi, Filippo Cardarelli, Paolo Zampetti, Annalisa Viola, Suzanna Labadze and Andrea Scribante
J. Clin. Med. 2026, 15(2), 804; https://doi.org/10.3390/jcm15020804 - 19 Jan 2026
Viewed by 289
Abstract
Background/Objectives: This retrospective study evaluated and compared the cephalometric effects of an elastodontic bioactivator and conventional high-pull headgear in growing patients with hyperdivergent Class II malocclusion. Methods: Patients aged 7–11 years were divided into two groups according to the appliance used [...] Read more.
Background/Objectives: This retrospective study evaluated and compared the cephalometric effects of an elastodontic bioactivator and conventional high-pull headgear in growing patients with hyperdivergent Class II malocclusion. Methods: Patients aged 7–11 years were divided into two groups according to the appliance used for the orthodontic treatment performed: elastodontic device (ED) and high-pull headgear (HPHD). Cephalometric measurements were recorded at baseline (T0) and after 18 months of treatment (T1). The data were subjected to statistical analysis, descriptive statistics were calculated, and an ANOVA test and post hoc Tukey test were performed (repeated measures correction was applied for intragroup comparisons). Linear regressions were conducted. Significance was predetermined as p < 0.05 for all the tests performed. Results: 40 patients were included, 20 belonging to the ED group and 20 to the HPHD group. Both groups showed a significant increase in SNB (p < 0.05), suggesting favorable mandibular positional changes. SNA and ANB did not show significant intra- or intergroup variations (p > 0.05). Regarding vertical skeletal parameters, no significant intra- or intergroup changes were observed at T0 and T1, indicating that both devices preserved vertical stability without worsening the hyperdivergent pattern. Dentoalveolar and soft-tissue effects were limited. Conclusions: Both ED and HPHD are effective in managing hyperdivergent Class II growing patients. The two appliances provide comparable improvements in mandibular positioning. Both devices seem to preserve vertical skeletal dimensions, avoiding further mandibular clockwise rotation. Both appliances are associated with minimal undesirable effects on the soft tissues. Full article
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11 pages, 259 KB  
Article
Morphological Asymmetries and Their Relationship to Judo-Specific Performance in Youth Judokas
by Jožef Šimenko and Primož Pori
Appl. Sci. 2026, 16(2), 894; https://doi.org/10.3390/app16020894 - 15 Jan 2026
Viewed by 325
Abstract
The purpose of this study was to examine morphological asymmetries in male youth judokas using an integrated assessment combining three-dimensional (3D) body scanning and bioelectrical impedance analysis (BIA), and to determine how these asymmetries relate to judo-specific performance. Twenty-seven competitive male youth judokas [...] Read more.
The purpose of this study was to examine morphological asymmetries in male youth judokas using an integrated assessment combining three-dimensional (3D) body scanning and bioelectrical impedance analysis (BIA), and to determine how these asymmetries relate to judo-specific performance. Twenty-seven competitive male youth judokas were evaluated for bilateral girth, segmental length, and lean mass asymmetries across upper- and lower-limb segments. The Absolute Asymmetry index, expressed as a percentage for individual body segments, and the average body symmetry across all variables were calculated, and associations with performance were assessed using the Special Judo Fitness Test (SJFT). Significant right-dominant asymmetries were found in elbow girth p < 0.001, forearm girth p < 0.001, thigh girth p = 0.028, and leg muscle mass p = 0.008. Upper-limb asymmetries were the primary contributors to total-body asymmetry, reflecting the unilateral gripping and rotational demands typical in judo. Only calf girth asymmetry was significantly associated with SJFT performance, with greater asymmetry linked to poorer outcomes, indicating a specific rather than general asymmetry–performance relationship (r = 0.405; p = 0.037). These findings underscore the importance of early detection of segment-specific asymmetries and suggest that rapid digital anthropometry is a practical tool for monitoring morphological development in youth judokas. Early targeted interventions may support balanced technical execution, enhance performance, and reduce the risk of uneven loading patterns as athletes progress to higher age categories and competition levels. Full article
23 pages, 303 KB  
Article
Beyond Dairy: Consumer Perceptions and Beliefs About Dairy Alternatives—Insights from a Segmentation Study
by Sylwia Żakowska-Biemans
Foods 2026, 15(1), 77; https://doi.org/10.3390/foods15010077 - 26 Dec 2025
Viewed by 628
Abstract
Increasing consumption of plant-based alternatives is promoted to reduce the environmental impact of food systems, yet adoption remains limited. The aim of this study was to identify distinct consumer segments and examine differences in their perceptions, consumption habits, and trial intentions concerning plant-based [...] Read more.
Increasing consumption of plant-based alternatives is promoted to reduce the environmental impact of food systems, yet adoption remains limited. The aim of this study was to identify distinct consumer segments and examine differences in their perceptions, consumption habits, and trial intentions concerning plant-based dairy alternatives (PBDAs). Conceptually, it advances PBDAs segmentation by jointly incorporating pro-dairy justifications, avoidance of animal-origin considerations, and self-reported PBDAs familiarity, capturing psychological defence mechanisms alongside knowledge-related influences on adoption. Data were collected in a nationwide cross-sectional CAWI survey of 1220 Polish adults responsible for household food purchasing, stratified and quota-matched by gender, age, region, and settlement size. Factor analysis of the segmenting variables was conducted using principal component analysis with varimax rotation, followed by two-step cluster analysis. Alternative cluster solutions were compared using the Bayesian Information Criterion based on the log-likelihood (BIC-LL). The selected five-cluster solution showed acceptable to good clustering quality, as indicated by silhouette-based measures of cohesion and separation. Given the cross-sectional CAWI design and reliance on self-reported measures, the findings do not allow causal inference and should be interpreted as context-specific to the Polish, dairy-centric food culture. Cluster analysis identified five segments that differed in PBDA-related beliefs, product image evaluations, consumption patterns, and trial intentions. PBDA-oriented segments, comprising a dairy-critical segment and a dual-consumption segment, exhibited higher perceived familiarity and stronger ethical and environmental concerns and showed greater PBDA use and willingness to try new products. The dual-consumption segment reported the highest use and trial readiness. In contrast, resistant segments showed stronger dairy attachment, lower perceived familiarity, and more sceptical evaluations of PBDAs’ healthfulness, naturalness, and sensory appeal, and rarely consumed plant-based alternatives. The findings highlight substantial heterogeneity in how Polish dairy consumers perceive PBDAs, emphasising the importance of segment-specific approaches for communication and product development. Tailored strategies can help address the diverse motivations and barriers of consumers, supporting a dietary shift toward more plant-based options. Full article
(This article belongs to the Special Issue Consumer Behavior and Food Choice—4th Edition)
24 pages, 922 KB  
Article
Development and Psychometric Validation of the Brain Rot Scale: Measuring Digital Content Overconsumption Among Generation Alpha and Generation Z
by Mamdouh Mahmoud Mostafa, Ashraf Ragab Ibrahim, Mohamed Ali Nemt-allah, Safaa Zaki Arafa, Amina Ahmed Hassan and Mamdouh Mosaad Helali
Eur. J. Investig. Health Psychol. Educ. 2025, 15(12), 262; https://doi.org/10.3390/ejihpe15120262 - 18 Dec 2025
Viewed by 2945
Abstract
Brain rot refers to the cognitive decline and mental exhaustion resulting from excessive consumption of low-quality, short-form digital content, particularly affecting Generation Alpha and Generation Z. This study developed and validated the Brain Rot Scale (BRS) to assess digital content overconsumption among digital [...] Read more.
Brain rot refers to the cognitive decline and mental exhaustion resulting from excessive consumption of low-quality, short-form digital content, particularly affecting Generation Alpha and Generation Z. This study developed and validated the Brain Rot Scale (BRS) to assess digital content overconsumption among digital natives aged 8–24 years. A two-phase design employed separate Egyptian samples for exploratory factor analysis (EFA; n = 403) and confirmatory factor analysis (CFA; n = 897). The initial 21-item Arabic scale underwent principal axis factoring with promax rotation, guided by parallel analysis. Following iterative item deletion, a 14-item scale (BRS-14) emerged with three factors: Attention Dysregulation (6 items), Digital Compulsivity (5 items), and Cognitive Dependency (3 items), accounting for 35.114% of common variance. Confirmatory factor analysis demonstrated excellent fit (CFI = 0.988; TLI = 0.985; RMSEA = 0.031 [0.023, 0.039]; SRMR = 0.040), with standardized loadings ranging from 0.667 to 0.758 (p < 0.001). The scale showed excellent reliability (ω = 0.900, α = 0.899), with subscale reliabilities from 0.759 to 0.857. Convergent validity was established (CR > 0.70, AVE > 0.50). Factor intercorrelations (0.636–0.671) supported a hierarchical model where a general Brain Rot factor explained 62.9–69.9% of first-order variance. The BRS-14 provides a psychometrically sound instrument for assessing problematic digital consumption patterns among contemporary youth populations. Full article
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27 pages, 964 KB  
Article
Prematurity and Multidimensional Risk Patterns in Adolescent and Adult Pregnancies: A Principal Component Analysis in an Eastern European Cohort
by Florin Tovirnac, Alina Mihaela Calin, Catalin Plesea-Condratovici, Monica-Laura Zlati and Nicoleta Andreea Tovirnac
Children 2025, 12(12), 1673; https://doi.org/10.3390/children12121673 - 9 Dec 2025
Viewed by 406
Abstract
Background: Preterm birth remains a major cause of neonatal morbidity and mortality, with risk shaped by interacting maternal, fetal, placental and behavioural factors. This study examined latent multidimensional risk patterns in adolescent and adult pregnancies in an Eastern European cohort. Methods: We conducted [...] Read more.
Background: Preterm birth remains a major cause of neonatal morbidity and mortality, with risk shaped by interacting maternal, fetal, placental and behavioural factors. This study examined latent multidimensional risk patterns in adolescent and adult pregnancies in an Eastern European cohort. Methods: We conducted a retrospective observational study including all non-COVID pregnant women who delivered at the County Emergency Clinical Hospital of Brăila, Romania, between 2020 and 2021. Three cohorts were analyzed: adolescent preterm mothers (Lot E; n = 54), adult preterm mothers (Lot P; n = 231) and adult term mothers (Lot M; n = 3354). Maternal, fetal, placental and behavioural indicators were coded as ordered clinical risk categories, and separate principal component analyses (PCA) with Varimax rotation were performed within each cohort. Results: Across all three groups, PCA identified three latent dimensions that together explained approximately 66–72% of the total variance. The composition of these components differed by cohort: in adolescents, maternal complications, exogenous behaviours and obstetric–placental indicators tended to cluster; in adult preterm pregnancies, placental–obstetric and behavioural indicators formed distinct but interrelated dimensions; and in adult term pregnancies, behavioural and socio-environmental indicators were the most prominent contributors to the latent structure, with fetal outcomes forming a separate dimension. Conclusions: Prematurity-related risk profiles were multidimensional and varied meaningfully by age and pregnancy outcome. These exploratory PCA-derived dimensions provide a data-driven framework for understanding how risk clusters across different maternal populations and may help generate hypotheses for age-specific preventive and clinical strategies. Confirmation and further validation in prospective, multicentre studies are required before clinical application. Full article
(This article belongs to the Section Pediatric Neonatology)
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19 pages, 1142 KB  
Article
Cognitive Reserve as a Protective Factor for Visuospatial Ability in Healthy Aging
by Marika Mauti, Elena Allegretti and Raffaella I. Rumiati
Healthcare 2025, 13(23), 3162; https://doi.org/10.3390/healthcare13233162 - 3 Dec 2025
Viewed by 637
Abstract
Background: Cognitive Reserve (CR) is a theoretical construct developed to explain individual differences in resilience to age-related cognitive decline. Empirical evidence supports its positive role across multiple cognitive domains. However, behavioral research has primarily focused on areas either vulnerable to aging, such [...] Read more.
Background: Cognitive Reserve (CR) is a theoretical construct developed to explain individual differences in resilience to age-related cognitive decline. Empirical evidence supports its positive role across multiple cognitive domains. However, behavioral research has primarily focused on areas either vulnerable to aging, such as memory, or relatively preserved, such as language. In contrast, the relationship between CR and task-specific performance in domains like visuospatial processing—a domain critical for everyday functioning—remains underexplored. This study investigates whether CR, as measured by the Cognitive Reserve Index Questionnaire (CRIq), predicts performance in mental rotation tasks in healthy older adults. Methods: Participants (age 55–85) completed two tasks: (1) a hand laterality task, requiring judgments about whether a rotated hand image (palm or back view) was left or right; and (2) a letter-congruency task, in which participants determined whether simultaneously presented rotated letters were identical or mirror-reversed. Results: Generalized and linear mixed-effects models revealed a protective effect of cognitive reserve, with higher CRIq scores significantly predicting greater accuracy in both tasks. Efficiency benefits (i.e., shorter reaction times) were evident mainly in the easiest conditions, suggesting that CR supports processing resources more effectively under moderate rather than maximal task demands. This pattern indicates that cognitive reserve does not uniformly enhance performance but instead modulates the allocation of cognitive resources in a context-dependent manner. Conclusions: To our knowledge, this is the first study to demonstrate a modulatory role of CR on visuospatial abilities in healthy older adults. These findings open new avenues for investigating how CR may differentially affect performance across a broader spectrum of cognitive functions, including attention, executive control, and spatial processing. A better understanding of these mechanisms could inform targeted cognitive interventions to strengthen resilience and promote successful aging. Full article
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12 pages, 519 KB  
Article
Psychometric Properties of Templer’s Death Anxiety Scale in Two University Cohorts in Spain
by Pilar Quiroga-Méndez, Raúl Juárez-Vela, Michal Czapla, Federico Castillo-Alvarez, Noelia Navas-Echazarreta, Ana Cobos-Rincón, Eva García-Carpintero Blas, Pablo del Pozo-Herce, Eva María Andrés-Esteban and Rubén Pérez-Elvira
J. Clin. Med. 2025, 14(22), 7961; https://doi.org/10.3390/jcm14227961 - 10 Nov 2025
Viewed by 1091
Abstract
Introduction: Death anxiety is a salient psychological construct across the adult lifespan; however, few studies have examined the psychometric properties of the Spanish version of the Death Anxiety Scale (DAS) in university populations spanning diverse age ranges. Objectives: To evaluate the factorial structure, [...] Read more.
Introduction: Death anxiety is a salient psychological construct across the adult lifespan; however, few studies have examined the psychometric properties of the Spanish version of the Death Anxiety Scale (DAS) in university populations spanning diverse age ranges. Objectives: To evaluate the factorial structure, model fit, and reliability of the Spanish DAS in a heterogeneous academic cohort comprising traditional (younger) and non-traditional (older) adult learners. Methods: A total of 928 participants (aged 18–93 years) from a Spanish university completed the DAS. We conducted an exploratory factor analysis (EFA; principal axis factoring with oblique rotation) to identify latent dimensions, followed by a confirmatory factor analysis (CFA) to evaluate model fit. Internal consistency was assessed using Cronbach’s alpha and McDonald’s omega, and associations with sociodemographic variables (age, religious belief) were explored. Results: EFA supported a two-factor solution comprising Fear of Death and Peacefulness/Serenity towards Death. Factor reliability was acceptable (α = 0.818 and 0.734; total α = 0.789; ω_total ≈ 0.81). CFA indicated good fit to the two-factor model (χ2(89) = 401.19, RMSEA = 0.064, 90% CI [0.058–0.071], CFI = 0.940, TLI = 0.912, SRMR = 0.063), with information criteria (AIC = 17,018.33; BIC = 17,236.77) supporting model parsimony. Age and religious belief showed small-to-moderate associations with response patterns. Conclusions: The Spanish DAS demonstrates adequate factorial validity and reliability in a university sample spanning a wide age range. The identification of a Peacefulness/Serenity dimension may enrich interpretation, although its distinctiveness should be considered provisional and warrants replication. Future research should examine measurement invariance across age groups and assess applicability in clinical and longitudinal contexts. Full article
(This article belongs to the Section Mental Health)
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15 pages, 270 KB  
Article
Sleep and Psychosocial Risk Factors Associated with Social Jet Lag and Sleep Duration Among Colombian University Students
by Andrés Camargo, Leandro P. Casiraghi, Diego A. Golombek, Edith Villalobos, Viviana González, Carlos Orozco, Elena Jiménez, Danny Sanjuanelo, Oscar Pianeta and Rafael Vargas
Clocks & Sleep 2025, 7(4), 64; https://doi.org/10.3390/clockssleep7040064 - 7 Nov 2025
Viewed by 2346
Abstract
Undergraduate students and healthcare professionals often experience irregular sleep patterns, social jet lag (SJL), and rotating shifts that affect their performance. This study examined the association between SJL, sleep duration, and psychosocial factors among 1409 Colombian undergraduate students (mean age 24.4 ± 6.7 [...] Read more.
Undergraduate students and healthcare professionals often experience irregular sleep patterns, social jet lag (SJL), and rotating shifts that affect their performance. This study examined the association between SJL, sleep duration, and psychosocial factors among 1409 Colombian undergraduate students (mean age 24.4 ± 6.7 years) using data from the Ultra-Short Version of the Munich ChronoType Questionnaire collected between June and September 2023. Multivariable linear regression analysis identified factors associated with SJL. The prevalence of SJL exceeding two hours was high (84.6%), with an average magnitude of 4.4 h. Chronotype (MSFsc) was negatively correlated with SJL, indicating that students with later chronotypes tended to experience greater misalignment between biological and social time. Younger age and a higher number of working days were significantly associated with increased SJL, whereas substance use and mental health history showed no significant effects. These findings highlight that work-related demands, particularly frequent working days, play a key role in exacerbating social jet lag. The results underscore the need for institutional strategies to promote sleep health among Colombian university students and health professionals. Full article
(This article belongs to the Special Issue The Circadian Rhythm Research in Infants and Young Children)
37 pages, 12368 KB  
Article
Machine Learning-Based Analysis of Optical Coherence Tomography Angiography Images for Age-Related Macular Degeneration
by Abdullah Alfahaid, Tim Morris, Tim Cootes, Pearse A. Keane, Hagar Khalid, Nikolas Pontikos, Fatemah Alharbi, Easa Alalwany, Abdulqader M. Almars, Amjad Aldweesh, Abdullah G. M. ALMansour, Panagiotis I. Sergouniotis and Konstantinos Balaskas
Biomedicines 2025, 13(9), 2152; https://doi.org/10.3390/biomedicines13092152 - 5 Sep 2025
Viewed by 1141
Abstract
Background/Objectives: Age-related macular degeneration (AMD) is the leading cause of visual impairment among the elderly. Optical coherence tomography angiography (OCTA) is a non-invasive imaging modality that enables detailed visualisation of retinal vascular layers. However, clinical assessment of OCTA images is often challenging due [...] Read more.
Background/Objectives: Age-related macular degeneration (AMD) is the leading cause of visual impairment among the elderly. Optical coherence tomography angiography (OCTA) is a non-invasive imaging modality that enables detailed visualisation of retinal vascular layers. However, clinical assessment of OCTA images is often challenging due to high data volume, pattern variability, and subtle abnormalities. This study aimed to develop automated algorithms to detect and quantify AMD in OCTA images, thereby reducing ophthalmologists’ workload and enhancing diagnostic accuracy. Methods: Two texture-based algorithms were developed to classify OCTA images without relying on segmentation. The first algorithm used whole local texture features, while the second applied principal component analysis (PCA) to decorrelate and reduce texture features. Local texture descriptors, including rotation-invariant uniform local binary patterns (LBP2riu), local binary patterns (LBP), and binary robust independent elementary features (BRIEF), were combined with machine learning classifiers such as support vector machine (SVM) and K-nearest neighbour (KNN). OCTA datasets from Manchester Royal Eye Hospital and Moorfields Eye Hospital, covering healthy, dry AMD, and wet AMD eyes, were used for evaluation. Results: The first algorithm achieved a mean area under the receiver operating characteristic curve (AUC) of 1.00±0.00 for distinguishing healthy eyes from wet AMD. The second algorithm showed superior performance in differentiating dry AMD from wet AMD (AUC 0.85±0.02). Conclusions: The proposed algorithms demonstrate strong potential for rapid and accurate AMD diagnosis in OCTA workflows. By reducing manual image evaluation and associated variability, they may support improved clinical decision-making and patient care. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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24 pages, 5525 KB  
Article
Spine Kinematic Alterations in Nordic Walking Under Two Different Speeds of 3 and 5 km/h—A Pilot Study
by Ivan Ivanov, Assen Tchorbadjieff, Oleg Hristov, Petar Peev, Grigor Gutev and Stela Ivanova
J. Funct. Morphol. Kinesiol. 2025, 10(3), 330; https://doi.org/10.3390/jfmk10030330 - 28 Aug 2025
Cited by 1 | Viewed by 1303
Abstract
Objectives. The present study aimed to quantify changes in spinal kinematics during Nordic walking compared to regular walking (RW) for 60 s on a training path among physically fit young males (n = 20, aged 19–22 years). Methods. Two walking speeds were analyzed: [...] Read more.
Objectives. The present study aimed to quantify changes in spinal kinematics during Nordic walking compared to regular walking (RW) for 60 s on a training path among physically fit young males (n = 20, aged 19–22 years). Methods. Two walking speeds were analyzed: 3 km/h and 5 km/h. The experimental setup was designed to assess spinal angular rotations using five kinematic parameters: upper spine, lower spine, thoracic region, lumbar region, and pelvis. Results. The data were acquired from 9 compact inertial sensors and the following motion analysis is carried out using 3D MioMotion IMU sensor’s analysis system. The differences in the obtained cyclic biomechanical parameters were detected using functional data analysis (FDA) statistical tests. Conclusions. The key finding of the study is that Nordic walking significantly alters the angular kinematic pattern of spinal movement as it revealed significant differences in all five measured parameters when compared to normal walking. Notably, the most pronounced changes were observed in the upper spine and pelvis motion. Additionally, Nordic walking increased stance phase duration and velocity: (i) significantly increased the duration of the stance phase in all three planes of motion; (ii) significantly increased the velocity during the stance phase across all three planes. These reported findings highlight the biomechanical, preventive, therapeutic, and rehabilitative potential of Nordic walking. Full article
(This article belongs to the Section Kinesiology and Biomechanics)
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19 pages, 2498 KB  
Article
Evaluation of Motor Control Through Functional Movement Patterns of the Lumbar Spine Among Elite Special Forces Operators: A Pilot Study
by Rita Hansdorfer Korzon, Jolanta Szamotulska, Piotr Wąż, Maciej Śliwiński, Jakub Ławnicki and Rafał Studnicki
Healthcare 2025, 13(16), 2050; https://doi.org/10.3390/healthcare13162050 - 19 Aug 2025
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Abstract
Background: A comprehensive physical therapy process includes prevention against musculoskeletal overload syndromes. Monitoring the occurrence of motor control disorders is one of the tools for preventing overload syndromes of the musculoskeletal system and consequent injuries. Assessing motor control and preventive actions can [...] Read more.
Background: A comprehensive physical therapy process includes prevention against musculoskeletal overload syndromes. Monitoring the occurrence of motor control disorders is one of the tools for preventing overload syndromes of the musculoskeletal system and consequent injuries. Assessing motor control and preventive actions can contribute to minimizing the risk of a soldier being removed from duty, reducing the likelihood of injury and thus preventing job loss. The aim of the study was to evaluate directional control of the lumbar spine using the dissociation tests included in the Kinetic Control physiotherapy method. This physiotherapeutic method is used to identify and assess the occurrence and therapy of motor control disorders, including uncontrolled movement in the locomotor system. Methods: Twenty-three soldiers (40.26 ± 4.5 age) from special units of the Polish Armed Forces were qualified for a one-time assessment. The research methods included the evaluation of motor control using dissociation tests based on the physiological method of kinetic control. The control of the lumbar spine in the directions of flexion, extension, and rotation during hip joint movements was evaluated. Uncontrolled movement was understood as the inability to maintain a stationary lumbar spine in a neutral position during specific directions of hip joint movement included in the tests. Results: The survey showed that the area of pain reported by the operators was the lumbar spine in the last three months. 69.57% of the respondents indicated that this area was the site of their complaints. The results of the motor examination showed statistically significant test results (p-value < 0.0001) indicating the presence of motor control disorders in the form of uncontrolled movement of the lumbar spine in control tests for flexion, rotation, and extension. Conclusions: The main results of the present study showed the appearance of interference with the functional movement patterns of the lumbar spine in a group of special unit operators. Impaired control of movement was observed in the direction of flexion, rotation, and lumbar extension, which may be potentially associated with the generation of lumbar spine pain syndromes. Full article
(This article belongs to the Special Issue Advances in Manual Therapy: Diagnostics, Prevention and Treatment)
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