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21 pages, 1059 KB  
Article
When Fear Meets Joy: Cultural Differences in the Impact of Decision Uncertainty on Fear of Better Options and Ditto Consumption
by Haoyue Bai, Junghee Kim and Seolwoo Park
Behav. Sci. 2026, 16(6), 849; https://doi.org/10.3390/bs16060849 (registering DOI) - 26 May 2026
Abstract
This study examines how decision uncertainty shapes consumers’ Fear of Better Options (FOBO), and subsequently is associated with ditto consumption, while assessing FOBO’s mediating role and the moderating effects of emotional state (Fear of Missing Out, FOMO/Joy of Missing Out, JOMO) and cultural [...] Read more.
This study examines how decision uncertainty shapes consumers’ Fear of Better Options (FOBO), and subsequently is associated with ditto consumption, while assessing FOBO’s mediating role and the moderating effects of emotional state (Fear of Missing Out, FOMO/Joy of Missing Out, JOMO) and cultural differences (China/Korea). Using survey data from 682 new energy vehicle consumers in China and Korea, structural equation modeling was applied to test the proposed framework. The results reveal that choice overload and price fluctuation significantly increase both FOBO and ditto consumption, while obsolescence risk does not show a significant direct effect. Notably, time pressure negatively influences FOBO but positively affects ditto consumption, suggesting a dual-path mechanism in decision-making under time constraints. FOBO partially mediates the effects of choice overload and price fluctuation on ditto consumption. Moreover, emotional state and cultural differences moderate these relationships: FOMO amplifies, whereas JOMO mitigates the transmission effect of FOBO. Chinese consumers display stronger overall effects compared with their Korean counterparts. This study expands upon uncertainty avoidance theory by incorporating FOBO into consumer decision-making models, providing insights into how decision uncertainty, along with cultural and emotional factors, can inform marketing strategies. Full article
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19 pages, 526 KB  
Article
Perceived Academic Support and Mental Well-Being Among Vocational Education and Training (TVET) Trainees in Kenya: The Mediating Role of Academic Resilience
by Owuor Naomi Odira and Bettina F. Piko
Eur. J. Investig. Health Psychol. Educ. 2026, 16(6), 74; https://doi.org/10.3390/ejihpe16060074 - 25 May 2026
Abstract
Mental well-being has been considered a fundamental contributor to overall academic success and psychological stability. Based on the Transactional Theory of Stress and Coping, this study examined the mediating role of academic resilience in the relationship between perceived academic support and mental well-being [...] Read more.
Mental well-being has been considered a fundamental contributor to overall academic success and psychological stability. Based on the Transactional Theory of Stress and Coping, this study examined the mediating role of academic resilience in the relationship between perceived academic support and mental well-being of Kenyan TVET trainees. A quantitative cross-sectional design was employed, with a sample of 1933 trainees (Mage = 22.87 years; 57.7% male) from 239 public TVET institutions in Kenya. The following measures were administered: Perceived Academic Support Questionnaire, Academic Resilience Scale, and the Short Warwick–Edinburgh Mental Well-Being Scale. Correlation analysis demonstrated that perceived academic support showed a strong positive association with mental well-being, whereas academic resilience indicated a moderate association. Consistent with the hypothesized model, parallel mediation analysis indicated that academic resilience partially mediated the relationship between academic support and mental well-being. The indirect effects observed across resilience dimensions indicated that emotional response was the dominant mediating pathway, while perseverance showed a small positive indirect effect, and adaptive help-seeking demonstrated a small but significant negative indirect effect. These findings contribute to the growing but limited literature on well-being in vocational training and suggest that while academic resilience serves as a key mediating mechanism, perceived academic support may also function as a direct protective factor, underscoring the importance of embedding structured emotional coping support within TVET academic environments. Full article
31 pages, 452 KB  
Article
Multimodal Biometric Framework for Evaluating Emotional Impact of Chromatic Manipulation in Cinematic Content
by Carolina Del-Valle-Soto, Juan Arturo Nolazco-Flores, Jesus GomezRomero-Borquez, Andres Gonzalez-Gomez, Martin Garcia-Torres, Violeta Corona, Juan-Carlos López-Pimentel and Paolo Visconti
Sensors 2026, 26(11), 3349; https://doi.org/10.3390/s26113349 - 25 May 2026
Abstract
This study investigates how chromatic manipulation of cinematic content modulates emotional engagement, with specific attention to sex-differentiated responses. We used a mixed factorial design with chromatic condition as a within-subject factor and biological sex as a between-subject factor, counterbalanced across scenes through a [...] Read more.
This study investigates how chromatic manipulation of cinematic content modulates emotional engagement, with specific attention to sex-differentiated responses. We used a mixed factorial design with chromatic condition as a within-subject factor and biological sex as a between-subject factor, counterbalanced across scenes through a 3 × 3 Latin square that renders scene identity orthogonal to chromatic condition by construction. Thirty adult viewers were recorded with synchronised facial-expression analysis (AFFDEX 5.1), blink detection, and galvanic skin response (Shimmer GSR). The primary inferential target was the Condition × Sex interaction on automated positive facial valence. This interaction was statistically reliable under three converging tests: a mixed-effects model (βMod×F=4.48, SE=2.16, 95% CI [8.81,0.14], p=0.043), a participant-level cluster bootstrap (2000 resamples; 95% percentile CI [9.78,0.63]; pboot=0.011), and a label-permutation test. The effect was stable under leave-one-subject-out resampling (100% sign-stability) and persisted after introducing scene as a fixed factor. Blink rate and electrodermal activation showed directionally consistent but weaker interaction patterns. A multidimensional engagement framework that separates attentional-autonomic intensity from expressive valence supports interpretation of the finding as specific to expressive affective behavior rather than to overall activation. The results provide empirical evidence that chromatic manipulation in realistic cinematic stimuli modulates expressive affective responses in a sex-dependent manner, and they establish a reproducible multimodal biometric framework for chromatic impact assessment. Full article
(This article belongs to the Section Intelligent Sensors)
24 pages, 2185 KB  
Article
Effectiveness of Low-Level Laser Auriculotherapy in the Treatment of Myogenic Temporomandibular Disorders and Anxiety: A Randomized, Placebo-Controlled Trial
by Hernán Andrés de la Barra Ortiz, Claudio Chamorro Lange and Richard Eloin Liebano
Int. J. Environ. Res. Public Health 2026, 23(6), 697; https://doi.org/10.3390/ijerph23060697 - 25 May 2026
Abstract
Low-level laser auriculotherapy (LLLT-AT) is a non-invasive intervention increasingly explored for the management of musculoskeletal pain and psycho-emotional symptoms, which frequently coexist in myogenic temporomandibular disorders (TMDs). This randomized, assessor-blinded, placebo-controlled clinical trial evaluated the effectiveness of LLLT-AT as an adjunct to manual [...] Read more.
Low-level laser auriculotherapy (LLLT-AT) is a non-invasive intervention increasingly explored for the management of musculoskeletal pain and psycho-emotional symptoms, which frequently coexist in myogenic temporomandibular disorders (TMDs). This randomized, assessor-blinded, placebo-controlled clinical trial evaluated the effectiveness of LLLT-AT as an adjunct to manual therapy in improving pressure pain threshold (PPT) and anxiety in individuals with myogenic TMDs. Forty-four participants with myogenic TMDs and clinically relevant anxiety were randomly allocated to an experimental group receiving LLLT-AT combined with a standardized myofascial release protocol (n =21) or to a control group receiving sham LLLT-AT with the same manual therapy (n =23). Interventions were delivered twice weekly for three weeks. Primary outcomes were PPT, assessed by pressure algometry, and anxiety, measured using the Generalized Anxiety Disorder–7 (GAD-7) scale. Secondary outcomes included maximum mouth opening range of motion (MMOROM) and mandibular functional limitation assessed by the Jaw Functional Limitation Scale–8 (JFLS-8). Outcomes were evaluated at baseline, post-intervention, and at a four-week follow-up. Both groups demonstrated significant within-group improvements in PPT, MMOROM, and JFLS-8 over time (p < 0.05), with no significant between-group differences (p > 0.05). Between-group analyses showed greater reductions in anxiety in the LLLT-AT group at post-intervention (p = 0.02; Hedges’ g = −1.35) and follow-up (p = 0.02; Hedges’ g = −1.68). LLLT-AT did not confer additional mechanical or functional benefits but was associated with greater reductions in anxiety when used as an adjunct to manual therapy. Full article
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16 pages, 303 KB  
Article
Using the COM-B Model and Theoretical Domains Framework to Understand Patients’ Referral Compliance Following a Diabetes Screening in the Dental Setting
by André Priede, Rodrigo Mariño, Ivan Darby and Phyllis Lau
Endocrines 2026, 7(2), 23; https://doi.org/10.3390/endocrines7020023 - 25 May 2026
Abstract
Background/Objectives: The dental setting has been suggested as a location for opportunistic diabetes screenings. Diabetes screening is a pathway consisting of several steps that must be completed to reach a diagnosis. Previous research has found that most patients in the dental setting, when [...] Read more.
Background/Objectives: The dental setting has been suggested as a location for opportunistic diabetes screenings. Diabetes screening is a pathway consisting of several steps that must be completed to reach a diagnosis. Previous research has found that most patients in the dental setting, when offered the opportunity to screen for diabetes, are willing to do so; however, amongst those who are referred for medical follow-up, there is low compliance. If diabetes screening in the dental setting is to be effective, strategies are required to maximise uptake and ensure completion of the screening pathway. Methods: This qualitative study examined participants in a diabetes screening trial held at dental clinics in Victoria, Australia. Semi-structured interviews were conducted by telephone, transcribed and analysed thematically. The themes identified were then deductively mapped onto the Capability, Opportunity, Motivation, Behaviour (COM-B) model and Theoretical Domains Framework (TDF). Results: Ten individuals who were screened for diabetes and referred to their general medical practitioner (GP) for a diabetes diagnosis were interviewed. The themes identified from the interviews were mapped to five COM-B domains: reflective motivation and automatic motivation, social and physical opportunity and psychological capability. These were linked to eight TDF domains associated with issues related to knowledge, environmental context and resources, memory, attention and decision processes, social influences, beliefs about consequences, emotions, and beliefs about capability. Conclusions: This study investigated the determinants influencing individuals’ decision to participate in diabetes screening and comply with referral advice. The results demonstrate the need to increase community knowledge around diabetes and screening for the condition, facilitate risk interpretation, and streamline the referral pathway between oral health professionals (OHP) and GPs. The study provides evidence that can be utilised for the development of future interventions that promote diabetes screening participation and maximise medical follow-up of referred individuals. Full article
(This article belongs to the Special Issue Feature Papers in Endocrines 2026)
28 pages, 1302 KB  
Article
Sustaining Workplace Mindfulness in the Hospitality Industry: The Roles of Job Crafting, Meaningful Work, and Growth Mindset
by Fathullah Ghoumah, Amir Khadem, Hasan Yousef Aljuhmani and Ahmad Bassam Alzubi
Sustainability 2026, 18(11), 5282; https://doi.org/10.3390/su18115282 (registering DOI) - 25 May 2026
Abstract
Employee well-being in hospitality settings depends on how individuals shape their daily work experience under continuous service demands. This study examines whether job crafting is associated with workplace mindfulness, whether this association is statistically linked with meaningful work, and whether the strength of [...] Read more.
Employee well-being in hospitality settings depends on how individuals shape their daily work experience under continuous service demands. This study examines whether job crafting is associated with workplace mindfulness, whether this association is statistically linked with meaningful work, and whether the strength of these relationships varies across levels of growth mindset. Data were collected from 553 frontline employees in five-star hotels in Antalya, Turkey, and analyzed using partial least squares structural equation modeling with bootstrapped conditional effects. The results indicate that job crafting was positively associated with workplace mindfulness, and that meaningful work accounted for part of this association. The findings also indicate that growth mindset strengthened the association between job crafting and workplace mindfulness and the indirect association through meaningful work. Rather than positioning the model as a radical theoretical departure, this study offers a contextual and mechanism-based refinement by showing how meaningful work and growth mindset jointly qualify the association between job crafting and workplace mindfulness in a highly standardized service setting. In this study, workplace mindfulness is treated as a distinct work state reflecting present-moment attentional focus, awareness, and emotional regulation during service delivery, which makes it especially relevant in frontline hospitality roles where service consistency depends on employees’ psychological presence during each guest encounter. The findings provide practical insight into how bounded work adjustments and development-oriented support may be linked with employee psychological functioning in luxury hospitality contexts. Full article
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17 pages, 1195 KB  
Article
Effects of Commercial Exergames vs. Traditional Indoor Exercise on Mood in Older Adults: A Randomized Controlled Trial
by Yingying Zhu, Xuanjia Ren, Jinho Yim and Yunxue Guan
Healthcare 2026, 14(11), 1450; https://doi.org/10.3390/healthcare14111450 - 24 May 2026
Abstract
Background/Objectives: With the development of the silver economy, older adults have shown increasing interest in digital technologies, such as electronic fitness games (Exergames). This study explores the impact of commercial exergames on the emotional experience of older adults in order to provide novel [...] Read more.
Background/Objectives: With the development of the silver economy, older adults have shown increasing interest in digital technologies, such as electronic fitness games (Exergames). This study explores the impact of commercial exergames on the emotional experience of older adults in order to provide novel ideas and applications for healthy aging. Methods: This was a prospective, single-center, unblinded, repeated-measures randomized controlled trial comparing an exergame intervention with traditional indoor exercise. This study included 30 older adults (aged 60–89 years) who were able to move independently. The intervention group performed exergame training using Ring Fit Adventure, whereas the comparison group performed traditional indoor exercise. The intervention lasted four weeks, with two sessions per week (eight sessions). Mood states were assessed using the Brunel Mood Scale, and data were analyzed using a linear mixed-effects model to examine group, time, and interaction effects. Results: Significant group × time interaction effects were observed for confusion, depression, fatigue, tension, and vigor (p < 0.05). No significant interaction effect was found for anger (p = 0.942). Conclusions: This study examined commercial exergames from the perspectives of emotional experience and mental health. Both commercial exergames and traditional indoor exercise were associated with improvements in immediate mood states. The exergame-based training approach was associated with lower levels of confusion, depression, and fatigue, as well as higher vigor scores. The results provide preliminary evidence regarding the role of digital exercise in mood regulation among older adults. Full article
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16 pages, 902 KB  
Article
Burnout and Insomnia Among Greek Physicians Affiliated with the Athens Medical Association After the Acute Phase of the COVID-19 Pandemic: Prevalence and Contributing Factors
by Dimosthenis Akrivakis, Dimitrios Lamprinos, Maria Patatoukou, Stavroula Alevizou, Georgios Zoumpoulis, Theodoros Pouletidis, Paraskevi Deligiorgi, Panagiotis Georgakopoulos, Evangelos Oikonomou, Gerasimos Siasos, Kostas A. Papavassiliou, Christos Damaskos, Georgios Rachiotis, Dimitrios Schizas and Georgios Marinos
Epidemiologia 2026, 7(3), 73; https://doi.org/10.3390/epidemiologia7030073 - 24 May 2026
Viewed by 63
Abstract
Background: The COVID-19 pandemic has been a global crisis, affecting healthcare systems and professionals worldwide. This study investigates the prevalence and factors associated with burnout and insomnia among Greek physicians affiliated with the Athens Medical Association after the acute phase of the COVID-19 [...] Read more.
Background: The COVID-19 pandemic has been a global crisis, affecting healthcare systems and professionals worldwide. This study investigates the prevalence and factors associated with burnout and insomnia among Greek physicians affiliated with the Athens Medical Association after the acute phase of the COVID-19 pandemic. Methods: Data were collected through an anonymous online survey distributed to active physician members of the Athens Medical Association between 15 June 2023 and 15 July 2023. Burnout was assessed using the Maslach Burnout Inventory (MBI), and insomnia was assessed using the Athens Insomnia Scale (AIS). Descriptive, unadjusted, and multivariable analyses were performed. Results: A total of 1023 physicians participated. Insomnia (AIS ≥ 6) affected 83.0% of the participants. Based on standard MBI cut-offs, 52.4% had high emotional exhaustion, 35.9% had high depersonalization, and 39.2% had low personal accomplishment. In multivariable logistic regression, older age was significantly associated with lower odds of insomnia, while public-sector employment and high concern about future career consequences were associated with higher odds. In multiple linear regression models, a higher AIS total score was significantly associated with higher emotional exhaustion and depersonalization and with lower personal accomplishment. Conclusions: These findings suggest high rates of insomnia and burnout in this physician sample. Greater insomnia was significantly associated with less favorable scores across all three burnout dimensions. Younger age, public-sector employment, and higher concern about future career consequences were associated with insomnia. These findings should be interpreted as associations, rather than causal effects. Full article
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15 pages, 334 KB  
Article
Perceptions of Home Concept Among British Homeowners in Primary and Secondary Homes: The Case of Ortaca
by Onur Akbulut, Yakin Ekin and Tunahan Celik
Sustainability 2026, 18(11), 5266; https://doi.org/10.3390/su18115266 - 24 May 2026
Viewed by 180
Abstract
This study addresses second-home ownership not merely as a form of tourism accommodation or real estate investment, but as a home-building process intersecting with local life, belonging, daily practices, and sustainable destination governance. While the economic, environmental, and community impacts of second-homes have [...] Read more.
This study addresses second-home ownership not merely as a form of tourism accommodation or real estate investment, but as a home-building process intersecting with local life, belonging, daily practices, and sustainable destination governance. While the economic, environmental, and community impacts of second-homes have been extensively discussed in the literature, how individuals perceive their primary and secondary homes differently in terms of the bodily, material, vibrant, imaginary, and emotional dimensions of home has been examined in a limited number of studies. This research analyzes paired data obtained through a two-stage online questionnaire from 223 British participants who own a secondary home in the Mugla–Ortaca region and a primary home in the United Kingdom. The 18-item Home Scale was used as the measurement tool. Confirmatory factor analysis, reliability–validity analyses, measurement invariance, and paired-samples t-tests were applied. The findings show that the bodily home difference was not statistically significant at the conventional 0.05 threshold, whereas primary-home scores were significantly higher in the material, vibrant, imaginary, and emotional home dimensions. The small to small-medium effect sizes suggest that the results should be interpreted cautiously as an asymmetrical home-building process rather than as evidence of a hierarchical superiority of the primary home. The study proposes a planning approach that does not view second home owners as merely transient consumers in sustainable coastal–rural destinations, but rather considers social sustainability, service planning, seasonality management, and local community engagement channels together. Full article
15 pages, 594 KB  
Article
WRQoL, Mental Health, and Female Sexual Well-Being Among Nurses
by Panagiota Valetta, Ioanna Dimitriadou, Krystalia Gkouletsa, Aikaterini Toska, Maria Saridi, Anna Mavroforou and Evangelos C. Fradelos
Healthcare 2026, 14(11), 1444; https://doi.org/10.3390/healthcare14111444 - 23 May 2026
Viewed by 69
Abstract
Introduction: The work-related quality of life affects employee satisfaction and organizational effectiveness, with a direct impact on the quality of healthcare. This study aims to investigate the work-related quality of life (WRQoL) among nurses in tertiary healthcare, as perceived by the nurses themselves, [...] Read more.
Introduction: The work-related quality of life affects employee satisfaction and organizational effectiveness, with a direct impact on the quality of healthcare. This study aims to investigate the work-related quality of life (WRQoL) among nurses in tertiary healthcare, as perceived by the nurses themselves, in relation to their demographic and professional characteristics. At the same time, it seeks to highlight the way in which the individual dimensions of WRQoL influence their sexual and mental health. Materials and Methods: A descriptive cross-sectional study was conducted in 2023 in a General Hospital in Greece. Data were collected using structured questionnaires assessing sociodemo-graphic and occupational characteristics, WRQoL, mental health (Depression, Anxiety and Stress Scale—DASS-21), and female sexual function (Female Sexual Function Index—FSFI-19). Pearson correlation analysis and multiple linear regression analysis were performed. The regression model was adjusted for age, marital status, number of children, and work experience. Results: The results demonstrated a significant negative association between depression and sexual function (β = −0.388, p = 0.029), while stress was positively associated with sexual function (β = 0.371, p = 0.038). The overall regression model was statistically significant (p = 0.001), explaining 18.6% of the variance in sexual function. Conclusions: The findings highlight the close interrelationship between work-related quality of life, mental health, and sexual function among nurses. Poorer psychological well-being was associated with reduced sexual function, emphasizing the impact of occupational and emotional burden on nurses’ overall health. These results underline the importance of supportive workplace environments and targeted interventions to promote mental and sexual well-being among healthcare professionals. Full article
(This article belongs to the Special Issue Gender, Sexuality and Mental Health)
27 pages, 651 KB  
Review
From Developmental Timing to Clinical Visibility: An Integrative Narrative Review of Sex-Related Neurocognitive Development
by Han Gao, Sergey Kiselev and Ningkun Xiao
Children 2026, 13(6), 725; https://doi.org/10.3390/children13060725 - 23 May 2026
Viewed by 57
Abstract
Research on sex-related differences in child and adolescent neurocognitive development has often been framed around whether boys and girls differ and which group performs better. This framing is increasingly inadequate because it treats developmental timing, observable phenotypes, and clinical recognition as interchangeable forms [...] Read more.
Research on sex-related differences in child and adolescent neurocognitive development has often been framed around whether boys and girls differ and which group performs better. This framing is increasingly inadequate because it treats developmental timing, observable phenotypes, and clinical recognition as interchangeable forms of evidence. Drawing on developmental neuroscience, cognitive development, research on gendered experience, and clinical studies of autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD), this integrative narrative review proposes a developmental-visibility framework. The framework interprets sex-related differences across three analytically distinct layers: developmental timing, phenotypic expression, and clinical recognition. Developmental timing refers to age-related trajectories, pubertal coupling, maturation tempo, and variability. Phenotypic expression refers to how developmental differences may appear in language, executive function, emotion, and social cognition under specific task and measurement conditions. Clinical recognition refers to how informants, referral thresholds, compensatory or camouflaging behavior, and diagnostic tools influence which difficulties are identified. ASD and ADHD illustrate the clinical-recognition layer because less externally disruptive or more compensated presentations may remain underrecognized despite meaningful developmental burden. The framework helps explain why modest average effects, inconsistent behavioral findings, and unequal clinical recognition can coexist. It shifts the field from asking whether sex-related differences exist to asking when, how, and under what social and clinical conditions they become visible. Full article
(This article belongs to the Section Pediatric Neurology & Neurodevelopmental Disorders)
19 pages, 4110 KB  
Article
Empowerment, Self-Management and Illness Perception of Users of an Online Self-Help Platform for Tinnitus: A Cross-Sectional Study
by Jorge Piano Simões, Milena Engelke, Hazel Goedhart, Markku Vesala, Winfried Schlee and Steven Marcrum
J. Clin. Med. 2026, 15(11), 4043; https://doi.org/10.3390/jcm15114043 - 23 May 2026
Viewed by 136
Abstract
Background: Tinnitus is a common and potentially distressing phenomenon for which no broadly effective curative treatment exists. Self-management skills and empowerment are crucial for coping with chronic conditions, but empirical studies investigating the association of these on individuals burdened by tinnitus are scarce. [...] Read more.
Background: Tinnitus is a common and potentially distressing phenomenon for which no broadly effective curative treatment exists. Self-management skills and empowerment are crucial for coping with chronic conditions, but empirical studies investigating the association of these on individuals burdened by tinnitus are scarce. The primary aim of this cross-sectional study was to investigate the association between the use of an online self-help platform for people with tinnitus and self-perceptions of empowerment, self-management skills, and the cognitive and emotional representations of tinnitus. Methods: One hundred and fifty-two adult participants were recruited from an online self-help platform for people with tinnitus, resulting in a self-selected convenience sample. Self-management skills were assessed using the Patient Assessment of Chronic Illness Care (PACIC) and the Partners in Health Questionnaire. The cognitive and emotional representations of tinnitus were measured with the Illness Perception Questionnaire. Finally, the Empowering Processes and Outcomes Questionnaire was used to evaluate empowerment associated with engagement in the self-help platform. The type and frequency of user activity on the self-help platform were used to explore the relationship between the nature of contributions to the platform and the measured outcomes. Results: The key findings include: (1) The representations of tinnitus were negatively related to their ability to self-manage the condition. (2) The duration of tinnitus did not correlate with improved self-management skills. (3) Comparing those who visited a healthcare provider for their tinnitus with those who did not, we found that treatment adherence was higher among participants with clinical visits. (4) Participants in this study scored lower on all aspects of self-management skills (as measured by the PACIC) compared to patients using primary healthcare services. (5) Participants who actively contributed to the self-help platform by posting scored higher in two empowering processes: helping others and sharing experiences. Conclusions: The present findings suggest that tinnitus self-management skills are independent of tinnitus duration, whereas those skills correlate negatively with illness perception. Further, clinical visits are associated with higher treatment adherence, and active self-help platform use increases feelings related to helping others and shared experiences. Taken together, these results highlight the need for fostering self-management skills and structured peer-to-peer support programs. Because this was a self-selected convenience sample of users of an online tinnitus self-help platform, the findings should be interpreted in light of this recruitment context and not generalized to the broader tinnitus population. Full article
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24 pages, 1776 KB  
Article
Which Model Feels Better? A Comparison of Computational Approaches to Emotion Detection in Social Media with Imbalanced Data
by Anastasia Vishnevskaya, Vasileios Pavlopoulos, Jerry Stott and Porismita Borah
Informatics 2026, 13(6), 77; https://doi.org/10.3390/informatics13060077 - 22 May 2026
Viewed by 212
Abstract
Emotion detection in social media remains challenging, particularly in polarized public debates where emotional expression is often imbalanced across categories. Addressing this challenge, this study compares the performance of multiple computational approaches using a gold-standard dataset of tweets about an ongoing geopolitical conflict. [...] Read more.
Emotion detection in social media remains challenging, particularly in polarized public debates where emotional expression is often imbalanced across categories. Addressing this challenge, this study compares the performance of multiple computational approaches using a gold-standard dataset of tweets about an ongoing geopolitical conflict. The dataset reflects the authentic, skewed distribution of emotions observed in real-world online discourse. We evaluated lexicon-based methods, classical machine-learning classifiers, deep-learning architectures, transformer models in both fine-tuned and zero-shot configurations, and a zero-shot large language model to assess their effectiveness in capturing both frequent and less frequently expressed emotions. Across approaches, transformer models, especially those fine-tuned for contextual emotion recognition, demonstrated the strongest overall performance, with emotion-specific fine-tuning offering a particular advantage for detecting rare emotion categories. These findings emphasize the importance of evaluating emotion detection methods under realistic class imbalance and highlight both the comparative strengths and limitations of widely used modeling strategies in applied social media research. This study advances emotion analysis and computational social science by offering practical guidance for selecting appropriate emotion detection methods in complex, imbalanced social media contexts. Full article
(This article belongs to the Special Issue Practical Applications of Sentiment Analysis)
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17 pages, 1011 KB  
Systematic Review
The Multidimensional Impact of Gluten-Free Diet Adherence on Quality of Life in Pediatric and Adolescent Celiac Disease: A Systematic Review
by Lucía Cascobelo-Águeda, Miguel Garrido-Bueno, María Rodríguez-García, Pastora Tirado-Hernández, Elena Andrade-Gómez, Javier Fagundo-Rivera and Pablo Fernández-León
Children 2026, 13(6), 722; https://doi.org/10.3390/children13060722 - 22 May 2026
Viewed by 142
Abstract
Background/Objectives: Celiac disease is a chronic autoimmune disorder triggered by gluten ingestion in genetically predisposed individuals. In children and adolescents, it presents heterogeneously and may negatively affect physical, psychological, and social well-being. Although a strict gluten-free diet is the only effective treatment, it [...] Read more.
Background/Objectives: Celiac disease is a chronic autoimmune disorder triggered by gluten ingestion in genetically predisposed individuals. In children and adolescents, it presents heterogeneously and may negatively affect physical, psychological, and social well-being. Although a strict gluten-free diet is the only effective treatment, it may also impose important dietary, social, and economic burdens. This systematic review aimed to evaluate the impact of celiac disease on the quality of life of affected children and adolescents and their families. Methods: This systematic review was conducted according to PRISMA, AMSTAR 2, and Cochrane Handbook recommendations. Searches were performed in PubMed, Scopus, CINAHL, Web of Science, and PsycINFO for studies published between 2019 and 2026 in English or Spanish. Quantitative, qualitative, and mixed-methods studies on pediatric celiac disease and quality of life were included. Two reviewers independently conducted study selection, data extraction, and risk-of-bias assessment. Due to study heterogeneity, a narrative synthesis was performed. Results: Thirteen studies were included. Children and adolescents with celiac disease generally reported lower quality of life, particularly in emotional, social, and school-related domains. Adherence to a gluten-free diet was an important factor associated with quality of life. Although it improved symptoms, it was also linked to social restrictions, nutritional imbalances, and financial burden. Families also reported stress, lifestyle changes, and reduced well-being. Findings should be interpreted cautiously due to heterogeneity and variability in methodological quality across studies. Conclusions: Current evidence suggests that celiac disease may have a multidimensional impact on the quality of life of pediatric patients and their families. These findings support the need for a comprehensive multidisciplinary approach addressing dietary, psychosocial, and family-related factors. Full article
(This article belongs to the Special Issue Advances in Pediatric Gastroenterology (2nd Edition))
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12 pages, 1596 KB  
Article
Impact of Education, Sex, and Residence on Tinnitus Distress, Depression, and Anxiety
by András Molnár, Panayiota Mavrogeni and Stefani Maihoub
Audiol. Res. 2026, 16(3), 78; https://doi.org/10.3390/audiolres16030078 - 22 May 2026
Viewed by 86
Abstract
Objectives: This study aimed to analyse the effects of educational levels, sex, and residence on tinnitus-related distress, as well as the severity of depression and anxiety. Material and methods: A total of 235 patients with primary subjective tinnitus participated in the study. These [...] Read more.
Objectives: This study aimed to analyse the effects of educational levels, sex, and residence on tinnitus-related distress, as well as the severity of depression and anxiety. Material and methods: A total of 235 patients with primary subjective tinnitus participated in the study. These patients underwent thorough evaluations in otorhinolaryngology and audiology. Additionally, all patients completed the Tinnitus Handicap Inventory (THI), Beck Depression Inventory (BDI), and the Generalised Anxiety Disorder-7 (GAD-7) questionnaires. Results: Patients with a primary school education scored significantly higher on the functional (F) subscale of the THI. When examining depression and anxiety levels, it was observed that patients with a primary school education exhibited the highest levels of anxiety, whereas those with a university education displayed the highest levels of depression. When analysing the effects of residency, slightly lower total THI scores were observed in individuals living in metropolitan areas. When comparing the subscale results of the THI, patients residing in metropolitan areas exhibited significantly lower scores on the F subscale. In terms of the total BDI and GAD-7 scores, there were no statistically significant differences observed. Women had slightly higher scores on the BDI and GAD-7, without statistical differences. However, women had significantly higher total THI scores. Additionally, women exhibited statistically significantly higher scores on the catastrophic (C) subscale. However, the results for the F and emotional (E) subscales did not show any statistically significant differences. There was no correlation between age and the THI, BDI, or GAD-7 scores. Conclusions: The results of this study reveal significant differences in tinnitus distress based on sex, educational levels, and residence locations, along with the presence of psychiatric symptoms, which should also be considered in tinnitus management. Full article
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