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15 pages, 696 KiB  
Article
Perception of Quality of Life, Brain Regions, and Cognitive Performance in Hispanic Adults: A Canonical Correlation Approach
by Juan C. Lopez-Alvarenga, Jesus D. Melgarejo, Jesus Rivera-Sanchez, Lorena Velazquez-Alvarez, Isabel Omaña-Guzmán, Carlos Curtis-Lopez, Rosa V. Pirela, Luis J. Mena, John Blangero, Jose E. Cavazos, Michael C. Mahaney, Joseph D. Terwilliger, Joseph H. Lee and Gladys E. Maestre
Clin. Transl. Neurosci. 2025, 9(3), 33; https://doi.org/10.3390/ctn9030033 - 23 Jul 2025
Abstract
The quality of life (QoL) perception has been studied in neurological diseases; however, there is limited information linking brain morphological characteristics, QoL, and cognition. Human behavior and perception are associated with specific brain areas that interact through diffuse electrochemical networking. We used magnetic [...] Read more.
The quality of life (QoL) perception has been studied in neurological diseases; however, there is limited information linking brain morphological characteristics, QoL, and cognition. Human behavior and perception are associated with specific brain areas that interact through diffuse electrochemical networking. We used magnetic resonance imaging (MRI) to analyze the brain region volume (BRV) correlation with the scores of Rand’s 36-item Short Form Survey (SF-36) and cognitive domains (memory and dementia status). We analyzed data from 420 adult participants in the Maracaibo Aging Study (MAS). Principal component analysis with oblimin axis rotation was used to gather redundant information from brain parcels and SF-36 domains. Canonical correlation was used to analyze the relationships between SF-36 domains and BRV (adjusted for intracranial cavity), as well as sex, age, education, obesity, and hypertension. The average age (±SD) of subjects was 56 ± 11.5 years; 71% were female; 39% were obese; 12% had diabetes, 52% hypertension, and 7% dementia. No sex-related differences were found in memory and orientation scores, but women had lower QoL scores. The 1st and 2nd canonical correlation roots support the association of SF-36 domains (except social functioning and role emotional) and total brain volume, frontal lobe volume, frontal pole, lateral orbital lobe, cerebellar, and entorhinal areas. Other variables, including age, dementia, memory score, and systolic blood pressure, had a significant influence. The results of this study demonstrate significant correlations between BRV and SF-36 components, adjusted for covariates. The frontal lobe and insula were associated with the mental health component; the lateral-orbital frontal lobe and entorhinal area were correlated with the physical component. Full article
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13 pages, 567 KiB  
Article
Correlation Between Dental Health and Aesthetic Components of Malocclusion in Junior High and High School Students: An Epidemiological Study Using Item Response Theory
by Hiromi Sato, Yudai Shimpo, Toshiko Sekiya, Haruna Rikitake, Minami Seki, Satoshi Wada, Yoshiaki Nomura and Hiroshi Tomonari
J. Clin. Med. 2025, 14(13), 4802; https://doi.org/10.3390/jcm14134802 - 7 Jul 2025
Viewed by 337
Abstract
Background: The Index of Orthodontic Treatment Need (IOTN) is widely used to assess the need for orthodontic treatment. IOTN consists of the Dental Health Component (DHC) and the Aesthetic Component (AC), evaluating malocclusion morphologically and aesthetically, respectively. However, the discriminatory power of individual [...] Read more.
Background: The Index of Orthodontic Treatment Need (IOTN) is widely used to assess the need for orthodontic treatment. IOTN consists of the Dental Health Component (DHC) and the Aesthetic Component (AC), evaluating malocclusion morphologically and aesthetically, respectively. However, the discriminatory power of individual DHC items and their relationship with AC grades remain unclear. Objective: This study aimed to evaluate the effectiveness of individual DHC items in school dental examinations and investigate their contribution to AC grades among junior high and high school students. Methods: A total of 726 students (443 males, 283 females; aged 12–18 years) from Tsurumi University Junior and Senior High School, excluding 168 students undergoing or having completed orthodontic treatment, were included. Nine calibrated orthodontists assessed DHC and AC using IOTN during standardized school examinations. The discriminatory power and information precision of DHC items were evaluated by Item Response Theory (IRT) analysis using three-, two-, or one-parameter logistic models depending on convergence. Correspondence analysis visualized the correlation between DHC and AC grades. Simple linear regression analyzed the contribution of each DHC item to AC grades. Results: Orthodontic treatment need was identified in 21.1% of students. Females showed a higher rate of treatment need than males. Correspondence analysis suggested that aesthetic evaluations were more lenient than morphological evaluations. IRT and regression analysis revealed that crowding (4.d), increased overjet (2.a), and increased overbite (2.f) demonstrated high discriminatory power and significant contributions to AC grades. Conclusions: Among the DHC items, crowding, increased overjet, and increased overbite had higher discriminatory power for malocclusion and contributed more significantly to AC evaluations compared to other items. Full article
(This article belongs to the Section Dentistry, Oral Surgery and Oral Medicine)
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20 pages, 976 KiB  
Article
Disordered Eating Behaviors, Perceived Stress and Insomnia During Academic Exams: A Study Among University Students
by Elena-Gabriela Strete, Mădălina-Gabriela Cincu and Andreea Sălcudean
Medicina 2025, 61(7), 1226; https://doi.org/10.3390/medicina61071226 - 6 Jul 2025
Viewed by 381
Abstract
Background and Objectives: During exam sessions, many students experience high levels of stress caused by the large volume of material to study, tight deadlines, and pressure to achieve top grades. This study aimed to examine the relationship between academic stress, sleep disturbances, and [...] Read more.
Background and Objectives: During exam sessions, many students experience high levels of stress caused by the large volume of material to study, tight deadlines, and pressure to achieve top grades. This study aimed to examine the relationship between academic stress, sleep disturbances, and eating behaviors by using validated questionnaires administered to a student sample. As stress levels increased, the data revealed a higher frequency of insomnia symptoms and disordered eating, including behaviors such as compulsive eating and irregular meal patterns. Materials and Methods: This cross-sectional, correlational study was conducted on a convenience sample of 317 university students from various academic centers across Romania. Participants were recruited via online distribution of a self-administered questionnaire during a four-month period, including exam sessions. The survey included the Perceived Stress Scale (PSS), the Insomnia Severity Index (ISI), and the Eating Disorder Examination Questionnaire (EDE-Q), alongside additional items assessing perceived links between stress, sleep, and eating behaviors, and the use of medication. Data were analyzed using SPSS with Spearman correlations, t-tests, and linear regression. Results: Statistical analyses revealed significant and positive associations between perceived stress levels and insomnia, as indicated by Spearman’s correlation (p < 0.01). A similar significant correlation was identified between perceived stress and disordered eating behaviors among students. Specifically, the feeling of being overwhelmed by academic workload showed a strong positive correlation with a lack of control over eating behaviors (r = 0.568). Furthermore, linear regression analysis confirmed a significant predictive relationship between feeling overwhelmed and the tendency to eat excessively beyond initial intentions, with a standardized regression coefficient B = 0.581 (p < 0.001). A separate regression analysis focusing on exam-related stress and episodes of compulsive eating behavior demonstrated a comparable result (B = 0.573, p < 0.001), indicating a robust positive association. Additionally, independent samples t-tests demonstrated that students experiencing high levels of stress during the exam period reported significantly greater difficulties with sleep initiation and higher levels of disordered eating compared to their peers with lower stress levels. The difference in insomnia scores was highly significant (t = 11.516, p < 0.001), as was the difference in eating behavior scores (t = 10.931, p < 0.001). Conclusions: These findings underscore the need for emotional support services and effective stress management strategies, enabling students to navigate academic demands without compromising their mental or physical well-being. Full article
(This article belongs to the Special Issue Public Mental Health Crisis during SARS-CoV-2 Pandemic—Part 2)
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17 pages, 246 KiB  
Article
The Impact of Information Acquisition on Farmers’ Drought Responses: Evidence from China
by Huiqing Han, Jianqiang Yang and Yingjia Zhang
Information 2025, 16(7), 576; https://doi.org/10.3390/info16070576 - 4 Jul 2025
Viewed by 272
Abstract
Climate change presents major challenges to agriculture, especially in economically underdeveloped regions. In these areas, farmers often lack access to resources and timely information, which limits their ability to respond effectively to drought and threatens agricultural sustainability. This study uses survey data from [...] Read more.
Climate change presents major challenges to agriculture, especially in economically underdeveloped regions. In these areas, farmers often lack access to resources and timely information, which limits their ability to respond effectively to drought and threatens agricultural sustainability. This study uses survey data from farmers in underdeveloped regions of China to examine the association between their ability to acquire information and their drought response behaviors. The results indicate that better information acquisition ability is significantly correlated with more effective and scientifically informed decision-making in drought adaptation strategies. To explore the underlying mechanism, we introduce value perception—that is, farmers’ beliefs about the usefulness and benefits of drought adaptation strategies—as a mediating variable. A mechanism model is constructed to test how information acquisition ability relates to behavior indirectly through this perception. We apply a threshold regression model to identify potential nonlinear associations, finding that the relationship between information acquisition ability and drought response behaviors becomes stronger once a certain threshold is surpassed. Additionally, we employ the Item Response Theory (IRT) model to measure the intensity and quality of farmers’ adaptation behaviors more accurately. These findings provide theoretical insights and empirical evidence for enhancing agricultural resilience, while acknowledging that causality cannot be definitively established due to the cross-sectional nature of the data. The study also offers useful guidance for policymakers seeking to strengthen farmers’ access to information, improve value recognition of adaptive actions, and promote sustainable agricultural development in underdeveloped areas. Full article
(This article belongs to the Special Issue Information Technology in Society)
18 pages, 1363 KiB  
Article
The Alpha and Beta Diversities of Dietary Patterns Differed by Age and Sex in Young and Middle-Aged Japanese Participants
by Katsumi Iizuka, Kotone Yanagi, Kanako Deguchi, Chihiro Ushiroda, Risako Yamamoto-Wada, Takuma Ishihara and Hiroyuki Naruse
Nutrients 2025, 17(13), 2205; https://doi.org/10.3390/nu17132205 - 2 Jul 2025
Viewed by 517
Abstract
Background/Objectives: Dietary patterns vary with age and sex. The aim of this study was to clarify the differences in dietary patterns among young and middle-aged Japanese individuals by age group and sex via statistical methods such as alpha diversity and beta diversity [...] Read more.
Background/Objectives: Dietary patterns vary with age and sex. The aim of this study was to clarify the differences in dietary patterns among young and middle-aged Japanese individuals by age group and sex via statistical methods such as alpha diversity and beta diversity analyses. Methods: Using data from a dietary survey of 10 food items during health checkups of 2743 Fujita Health University employees, we examined the effects of age and sex on alpha diversity (Shannon index) and beta diversity (nonmetric multidimensional scaling (NMDS) and RDA). Unlike principal component analysis which assumes linear relationships, redundancy analysis (RDA) incorporates explanatory variables to directly assess how external factors shape multivariate patterns. Results: The Shannon index increased with age and was greater in males across age groups. Type III ANOVA revealed significant main effects of age (p < 0.001) and sex (p < 0.001), and the effect of the interaction between age and sex approached significance (p = 0.08). Visualization of the NMDS data revealed that women aged 20–29 years and women aged 30 years and older and men aged 20–39 years and men aged 50–59 years have different dietary patterns. The RDA model accounted for 2.01% of the variance (adjusted R2 = 1.94%), with age and sex contributing 56.7% and 43.3%, respectively. RDA1 and RDA2 were correlated with age (r = 0.26, −0.14) and sex (r = 0.15, 0.21). The RDA1 values increased with age and were greater in females, whereas the RDA2 values decreased with age and were greater in females. RDA1 (1.41% of the total variance in food group intake, 70.1% of the constrained variance) was positively associated with fruits, milk, and seaweed and negatively associated with meat and eggs. In RDA2 (0.60% of total variance, 29.9% contribution), fruits, potatoes, and vegetables had positive effects, whereas fish had negative effects. Conclusions: Dietary patterns vary by age and sex, with meat, fish, eggs, and fruit as key determinants. Nutritional guidance must account for variations in dietary patterns influenced by age and sex. Full article
(This article belongs to the Section Nutrition Methodology & Assessment)
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17 pages, 261 KiB  
Article
Screen-Related Parenting Practices in Mexican American Families with Toddlers: Development of Culturally- and Contextually-Relevant Scales
by Darcy A. Thompson, Laura K. Kaizer, Sarah J. Schmiege, Natasha J. Cabrera, Lauren Clark, Haley Ringwood, Estefania Miramontes Valdes, Andrea Jimenez-Zambrano and Jeanne M. Tschann
Children 2025, 12(7), 874; https://doi.org/10.3390/children12070874 - 2 Jul 2025
Viewed by 316
Abstract
Background/Objectives: Screen-related parenting practices (e.g., restriction, coviewing) influence the way children use screen devices. Although children start using screen devices (e.g., televisions [TV], tablets) in the first few years of life, rigorously developed measures of screen-related parenting practices for parents of toddlers do [...] Read more.
Background/Objectives: Screen-related parenting practices (e.g., restriction, coviewing) influence the way children use screen devices. Although children start using screen devices (e.g., televisions [TV], tablets) in the first few years of life, rigorously developed measures of screen-related parenting practices for parents of toddlers do not exist. The objective of this study was to develop culturally and contextually relevant survey measures of screen-related parenting practices for use in Mexican American families with toddlers. Methods: Measures were developed using an exploratory sequential mixed methods (qualitative → quantitative) approach. Mexican American mothers of toddlers (15–26 months of age) participated in semi-structured interviews. Using the interview findings, domains of parenting practices across screen device types were identified, and survey items were developed. Items were administered by phone to 384 Mexican American mothers. Analyses included evaluation of the factor structure and psychometric properties of nine domains of parenting practices and evaluations of correlations between each scale and demographic characteristics. Results: Factor analyses supported a one-factor solution for each parenting practice as follows: Restrict TV Time (8 items), Coview TV (10 items), Behavioral Regulation with TV (12 items), Restrict Mobile Device Time (8 items); Coview Mobile Devices (10 items); Behavioral Regulation with Mobile Devices (16 items), Restrict Screen Content (8 items), Allow Screen Use Around Sleep (6 items), and Allow Screen Use While Eating (6 items). The reliabilities were acceptable (Cronbach’s alphas > 0.80). Hispanic acculturation, maternal age, and child age were correlated with many of the scales of parenting practices. Conclusions: The measures developed in this study offer a way to evaluate the use and impact of screen-related parenting practices in Mexican American families with toddlers. The use of these measures will enable investigators to identify relationships among parenting practices, screen use, and child well-being, which could inform the design of early childhood interventions promoting healthy screen use in this population. Full article
(This article belongs to the Section Pediatric Mental Health)
17 pages, 1164 KiB  
Systematic Review
What Is the Link Between Migraine and Hypothyroidism? A Systematic Literature Review
by Martyna Michalik, Justyna Łapicka, Marcin Sota, Julia Zawieska, Olga Grodzka and Katarzyna Kępczyńska
J. Clin. Med. 2025, 14(13), 4645; https://doi.org/10.3390/jcm14134645 - 1 Jul 2025
Viewed by 527
Abstract
Background: Hypothyroidism is defined as a deficiency of thyroid hormones and is further classified into primary, secondary, and tertiary types, based on the root cause of the deficiency. Migraine is a primary headache disorder, characterized by unilateral, pulsating pain, lasting from 4 [...] Read more.
Background: Hypothyroidism is defined as a deficiency of thyroid hormones and is further classified into primary, secondary, and tertiary types, based on the root cause of the deficiency. Migraine is a primary headache disorder, characterized by unilateral, pulsating pain, lasting from 4 to 72 h, accompanied by symptoms such as photophobia, phonophobia, nausea, and emesis and sometimes preceded by specific aura phenomena. Both diseases are more prevalent in women than in men. While the primary focus of this systematic review was on the relationship between hypothyroidism and migraine, we also included relevant data on headaches in general when they provided valuable context or mechanistic insight. Methods: This systematic review aimed to summarize the current knowledge about the relationship between migraine and hypothyroidism. The Preferred Reporting Items for Systematic Reviews (PRISMA) guidelines were applied. Screening of two databases led to including 29 relevant studies in the review. Results: Studies demonstrated that migraine and disturbed thyroid function may influence one another. The positive correlation between migraine and hypothyroidism, mainly Hashimoto’s disease, was presented in several studies. Moreover, some research identified this correlation in pediatric populations. Finally, the effects of levothyroxine use, a treatment applied in hypothyroidism, on migraine course were presented. Conclusions: A better understanding of the correlation between migraine and hypothyroidism may lead to an increase in the understanding of the pathogenesis of both disorders and positively impact clinical practice. Full article
(This article belongs to the Special Issue Headache: Updates on the Assessment, Diagnosis and Treatment)
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13 pages, 223 KiB  
Article
Factor Structure and Validity of the Japanese Version of the Emotional Availability Self-Report
by Nozomi Kanehira, Young Ae Kang, Eriko Suwa, Sugako Asaeda, Toshihiko Tsutsumi, Keiko Tsuji, Koudai Fukudome, Mina Nakano and Masamichi Yuzawa
Children 2025, 12(7), 867; https://doi.org/10.3390/children12070867 - 30 Jun 2025
Viewed by 215
Abstract
Background/Objectives: Emotional interactions between mothers and children are essential for later developmental outcomes such as children’s health, social competence, and language skills. However, an observational assessment of such interactions cannot reveal how mothers perceive their relationships with their children. Therefore, in this study, [...] Read more.
Background/Objectives: Emotional interactions between mothers and children are essential for later developmental outcomes such as children’s health, social competence, and language skills. However, an observational assessment of such interactions cannot reveal how mothers perceive their relationships with their children. Therefore, in this study, we translated and validated the Japanese version of the Emotional Availability Self-Report (EA-SR-J) and examined its factor structure, reliability, and validity. Methods: The participants were 739 Japanese mothers with children aged from 1 month to 5 years and 11 months. Results: Exploratory factor analysis revealed 19 items and four factors (Affect Quality, Hostility, Mutual Attunement, and Child Involvement with Parent) for the EA-SR-J. However, Intrusiveness was removed, and some items were assigned to different factors compared with the original scale. Cronbach’s alpha of each subscale ranged from 0.81 to 0.88, indicating sufficient internal consistency. The convergent validity of the scale was confirmed with expected correlations with variables related to attachment and child-rearing style. Discriminant validity was confirmed by group differences in variables related to children’s autism spectrum disorder symptoms and mothers’ depression symptoms. Conclusions: Although the EA-SR-J contains fewer items than the original scale, with the Intrusiveness item removed, it remains a reliable and valid tool. Further studies using the Emotional Availability Scale based on observation are needed in the future. Full article
(This article belongs to the Section Pediatric Mental Health)
16 pages, 2068 KiB  
Article
Changes in Quality of Life, Depression, and Menopausal Symptoms After Surgical Menopause and the Efficacy of Hormone Replacement Therapy in Gynecological Cancer Survivors: A One-Year Prospective Longitudinal Study
by Noriko Karakida, Shintaro Yanazume, Natsuko Uchida, Mika Sakihama, Tsutomu Douchi and Hiroaki Kobayashi
Medicina 2025, 61(7), 1191; https://doi.org/10.3390/medicina61071191 - 30 Jun 2025
Viewed by 358
Abstract
Background and Objectives: This study investigated changes in quality of life (QOL), depression, and menopausal symptoms after surgical menopause, and the efficacy of hormone replacement therapy (HRT) in gynecological cancer survivors (GCS). Materials and Methods: Participants undergoing gynecologic cancer surgery (N [...] Read more.
Background and Objectives: This study investigated changes in quality of life (QOL), depression, and menopausal symptoms after surgical menopause, and the efficacy of hormone replacement therapy (HRT) in gynecological cancer survivors (GCS). Materials and Methods: Participants undergoing gynecologic cancer surgery (N = 155) were divided into those who received HRT after surgical menopause (SH, N = 47), those after surgical menopause (SM, N = 54), and those after natural menopause (NM, N = 54). QOL, depression, and menopausal symptoms were assessed using the Functional Assessment of Cancer Therapy-General (FACT-G), Center for Epidemiologic Studies Depression Scale (CES-D), and Endocrine Symptoms Subscale-19 (ESS-19), respectively. Assessments were conducted before and at 6 and 12 months after surgery. Results: In SH and SM, FACT-G and CES-D were worst before surgery, gradually improved by 6 months, and remained stable for the following 6 months. FACT-G and CES-D showed an inverse relationship. ESS-19 did not change in SH and SM for 12 months. Among the items on the ESS-19, worsened vasomotor symptoms (VMSs), assessed with ES1, showed more improvement in SH than in SM, while worsened arthralgia assessed with BRM1 was maintained in SM. Multivariate analysis showed that HRT was not independently correlated with changes in QOL and depression status. Conclusions: In GCS, the prevalence of depression was highest at cancer disclosure along with declining QOL. QOL gradually improved by 6 months after surgery in SH and SM, but not in NM. Although menopausal HRT is known to alleviate VMS, anxiety, and depression, its efficacy for cancer-related emotional distress and the associated decline in QOL seems limited. Full article
(This article belongs to the Section Obstetrics and Gynecology)
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16 pages, 239 KiB  
Article
The Correspondence Between Executive Functioning and Academic Achievement Among Children with Prenatal Alcohol Exposure
by Kristene Cheung, Susan Doyle, Kylee Clayton, Ana Hanlon-Dearman, Jo Ann Unger, Caelan Budhoo and Alyssa Romaniuk
Children 2025, 12(7), 842; https://doi.org/10.3390/children12070842 - 26 Jun 2025
Viewed by 212
Abstract
Background/Objectives: Canadian guidelines for diagnosing fetal alcohol spectrum disorder (FASD) strongly recommend using direct measures to assess brain domains whenever possible. Executive functioning, one of the brain domains assessed, can be measured using direct and indirect measures; however, research has found discrepancies [...] Read more.
Background/Objectives: Canadian guidelines for diagnosing fetal alcohol spectrum disorder (FASD) strongly recommend using direct measures to assess brain domains whenever possible. Executive functioning, one of the brain domains assessed, can be measured using direct and indirect measures; however, research has found discrepancies between these two forms of assessment and has not examined this relationship using ratings from the newest version of one of the most commonly used indirect measure of executive functioning, the second version of the Behavior Rating Inventory of Executive Functioning (BRIEF2). Academic achievement may also help explain discrepancies between these forms of assessment, especially in indirect executive functioning skills at school, because many of the items on the BRIEF2 Teacher Form are related to school skills. This study aimed to examine the relationship between direct measures of executive functioning, indirect measures of executive functioning, and academic achievement. Methods: Charts of 74 children who completed an FASD diagnostic assessment in Canada were included in this study (61% males; 58% with FASD; Mage = 11.77). Direct and indirect measures of executive functioning across settings and academic achievement were assessed. Results: Few correlations between corresponding BRIEF2 and direct measures of executive functioning were significantly associated. There were several significant correlations between academic achievement and (a) educator ratings on the BRIEF2 and (b) direct measures of executive functioning. None of the caregiver ratings on the BRIEF2 were significantly associated with academic achievement. Conclusions: The results suggest that academic performance is related to BRIEF2 ratings of executive functioning skills at school and direct measures of executive functioning. Aside from a few exceptions, direct and indirect measures of the same executive functioning skill were not correlated. Full article
(This article belongs to the Section Pediatric Neurology & Neurodevelopmental Disorders)
17 pages, 606 KiB  
Article
Concurrent Validity of Digital Measures of Psychological Dimensions Associated with Suicidality Using AuxiliApp
by Miguel Zacarías Pérez Sosa, Diego de-la-Vega-Sánchez, Sergio Sanz-Gómez, Adrián Alacreu-Crespo, Pedro Moreno-Gea, Pilar A. Saiz, Julio Seoane Rey, José Giner and Lucas Giner
Behav. Sci. 2025, 15(7), 868; https://doi.org/10.3390/bs15070868 - 26 Jun 2025
Viewed by 345
Abstract
Suicide is a major public health concern, and accurate risk assessment is essential for prevention. Slider-format questions offer a quick, intuitive, and accessible method to evaluate suicide-related dimensions. This study examines the reliability of slider-based items compared to standardized psychometric instruments when delivered [...] Read more.
Suicide is a major public health concern, and accurate risk assessment is essential for prevention. Slider-format questions offer a quick, intuitive, and accessible method to evaluate suicide-related dimensions. This study examines the reliability of slider-based items compared to standardized psychometric instruments when delivered via a mobile app. A total of 299 university students completed a digital self-report questionnaire using the AuxiliApp mobile platform. Participants answered validated scales assessing depression, psychological pain, suicidal ideation, anger, impulsivity, loneliness, and reasons for living, each presented in both traditional Likert and novel slider formats. Pearson correlations were used to evaluate the relationship between traditional and slider-based scores. All correlations were statistically significant (p < 0.001). Moderate correlations were found in most domains, including depression, psychological pain, suicidal ideation, loneliness, and key aspects of impulsivity and anger. Lower correlations appeared in subscales related to anger control and protective beliefs against suicide. Slider-based items demonstrated acceptable psychometric equivalence and concurrent validity compared to traditional scales. Their brevity and compatibility with mobile devices support their use in telehealth and digital mental health screening. While not a replacement for clinical evaluation, they may facilitate early detection and ongoing monitoring in at-risk populations. Full article
(This article belongs to the Special Issue Suicidal Behaviors: Prevention, Intervention and Postvention)
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14 pages, 804 KiB  
Article
Using Large Language Models to Infer Problematic Instagram Use from User Engagement Metrics: Agreement Across Models and Validation with Self-Reports
by Davide Marengo and Michele Settanni
Electronics 2025, 14(13), 2548; https://doi.org/10.3390/electronics14132548 - 24 Jun 2025
Viewed by 517
Abstract
This study investigated the feasibility of using large language models (LLMs) to infer problematic Instagram use, which refers to excessive or compulsive engagement with the platform that negatively impacts users’ daily functioning, productivity, or well-being, from a limited set of metrics of user [...] Read more.
This study investigated the feasibility of using large language models (LLMs) to infer problematic Instagram use, which refers to excessive or compulsive engagement with the platform that negatively impacts users’ daily functioning, productivity, or well-being, from a limited set of metrics of user engagement in the platform. Specifically, we explored whether OpenAI’s GPT-4o and Google’s Gemini 1.5 Pro could accurately predict self-reported problematic use tendencies based solely on readily available user engagement metrics like daily time spent on the platform, weekly posts and stories, and follower/following counts. Our sample comprised 775 Italian Instagram users (61.6% female; aged 18–63), who were recruited through a snowball sampling method. Item-level and total scores derived by querying the LLMs’ application programming interfaces were correlated with self-report items and the total score measured via an adapted Bergen Social Media Addiction Scale. LLM-inferred scores showed positive correlations with both item-level and total scores for problematic Instagram use. The strongest correlations were observed for the total scores, with GPT-4o achieving a correlation of r = 0.414 and Gemini 1.5 Pro achieving a correlation of r = 0.319. In cross-validated regression analyses, adding LLM-generated scores, especially from GPT-4o, significantly improved the prediction of problematic Instagram use compared to using usage metrics alone. GPT-4o’s performance in random forest models was comparable to models trained directly on Instagram metrics, demonstrating its ability to capture complex, non-linear relationships indicative of addiction without needing extensive model training. This study provides compelling preliminary evidence for the use of LLMs in inferring problematic Instagram use from limited data points, opening exciting new avenues for research and intervention. Full article
(This article belongs to the Special Issue Application of Data Mining in Social Media)
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11 pages, 398 KiB  
Article
Preoperative Health Status and Clinical Predictors of Health-Related Quality of Life Improvement After Lumbar Spinal Stenosis Surgery: A Longitudinal Study
by Irene Ciancarelli, Alex Martino Cinnera, Alessandro Ricci, Marco Iosa, Antonio Cerasa, Rocco Salvatore Calabrò and Giovanni Morone
J. Clin. Med. 2025, 14(13), 4391; https://doi.org/10.3390/jcm14134391 - 20 Jun 2025
Viewed by 265
Abstract
Background/Objectives: Limited research has examined the relationship between preoperative health status and health-related quality of life (HRQoL) in patients with lumbar spinal stenosis (LSS) undergoing surgery. This study aims to assess the role of clinical, preoperative health and demographic factors on short-term HRQoL [...] Read more.
Background/Objectives: Limited research has examined the relationship between preoperative health status and health-related quality of life (HRQoL) in patients with lumbar spinal stenosis (LSS) undergoing surgery. This study aims to assess the role of clinical, preoperative health and demographic factors on short-term HRQoL and functional outcomes following LSS surgery. Methods: A longitudinal study was conducted on 61 LSS patients (mean age 72.2 ± 8.8 years) undergoing surgery, assessing HRQoL and clinical outcomes before and 30 days post-surgery. Demographic and preoperative health status data were collected at baseline. HRQoL was measured using the Short Form Health Survey 36 (SF-36); clinical evaluations included assessments of disability, pain, and psychological status. Changes in HRQoL and clinical scores were analyzed with repeated measures ANOVA. HRQoL improvement was correlated with demographic and clinical variables, using Pearson’s correlation. Results: Spinal surgery for LSS led to significant improvements in HRQoL, with notable gains in both physical and mental health components (both p < 0.001), and in particular, in the body pain (+34%) and physical functioning, role physical, and social functioning (+20%) subscales of SF-36. Clinical scores also showed significant post-surgery improvements, strongly correlating with HRQoL. Correlations between ΔSF-36 subscale scores and preoperative factors revealed negative associations with BMI, smoking, comorbidities, and psychological distress. Conversely, physical activity was positively correlated with HRQoL improvements, especially in items showing the greatest score increases. Conclusions: Surgical treatment for LSS determines a significant improvement in HRQoL and functional outcome, which are however influenced by preoperative factors such as psychological distress, high BMI, smoking, and comorbidities. Conversely, regular physical activity is associated with better daily functioning, work performance, and social engagement. A comprehensive preoperative assessment may be a useful and appropriate tool to identify patients who are most likely to benefit and optimize quality of life after LSS surgery. Full article
(This article belongs to the Section Orthopedics)
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23 pages, 1947 KiB  
Systematic Review
Oral Findings Linked to Chronic Kidney Disease: A Comprehensive Systematic Review
by Paula García-Rios, Francisco Javier Rodríguez-Lozano and Nuria Pérez-Guzmán
J. Clin. Med. 2025, 14(12), 4380; https://doi.org/10.3390/jcm14124380 - 19 Jun 2025
Viewed by 518
Abstract
Background\Objectives: Chronic kidney disease (CKD) is defined as a clinical syndrome secondary to a permanent change in kidney function or structure, making it irreversible. Most patients at the onset of the disease are asymptomatic or present nonspecific symptoms, including signs and symptoms at [...] Read more.
Background\Objectives: Chronic kidney disease (CKD) is defined as a clinical syndrome secondary to a permanent change in kidney function or structure, making it irreversible. Most patients at the onset of the disease are asymptomatic or present nonspecific symptoms, including signs and symptoms at the oral level. These manifestations, such as hyposalivation, increased calculus index, enamel defects, or changes in saliva composition, contribute to the diagnosis of this pathology and can also significantly affect the patient’s quality of life. The aim is to systematically assess the presence and relevance of oral manifestations in patients with CKD, and to identify correlations between these symptoms and clinical parameters such as glomerular filtration rate or concomitant conditions of the patient. Materials and Methods: A systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. A search was carried out in the PubMed, Scopus, Scielo, and The Cochrane Library databases on 7 April 2025, using terms related to “chronic kidney disease” and “oral manifestations”. Inclusion criteria referred to observational studies published in the last ten years that reported oral symptoms in patients with CKD. The quality of cohort and case-control studies was assessed using the Newcastle–Ottawa Scale (NOS), while for cross-sectional studies, the Joanna Briggs Institute (JBI) critical appraisal checklist was used. Results: A total of 27 studies met the inclusion criteria, primarily cross-sectional in design. The most frequently reported oral manifestations included hyposalivation, increased calculus and plaque indices, enamel defects, periodontal disease, and oral candidiasis. Significant associations were identified between the duration of dialysis and severity of periodontal disease, as well as between CKD stage and taste dysfunction. Findings varied by age group and CKD stage, with children showing distinct salivary profiles and adults presenting more pronounced periodontal and mucosal conditions. Conclusions: This review highlights a clear relationship between CKD and various oral health disturbances, although more studies are needed to better understand oral–systemic interactions in CKD. What is necessary is the establishment of multidisciplinary care approaches. Full article
(This article belongs to the Special Issue Interaction Between Systemic Diseases and Oral Diseases)
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Review
Is Atopic Dermatitis Associated with Systemic Metabolic Disturbances? A Systematic Review
by Mateusz Matwiejuk, Hanna Myśliwiec, Agnieszka Mikłosz, Adrian Chabowski and Iwona Flisiak
Int. J. Mol. Sci. 2025, 26(12), 5884; https://doi.org/10.3390/ijms26125884 - 19 Jun 2025
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Abstract
Atopic dermatitis (AD) is a chronic, complex, and immunologically mediated skin disease. Its exact cause remains complex, multifaceted and yet to be discovered but is likely related to a combination of immunological, genetic and environmental factors. A medical literature search of PubMed (1992–present), [...] Read more.
Atopic dermatitis (AD) is a chronic, complex, and immunologically mediated skin disease. Its exact cause remains complex, multifaceted and yet to be discovered but is likely related to a combination of immunological, genetic and environmental factors. A medical literature search of PubMed (1992–present), Google Schoolar and Embase was performed using appropriate terms without date limitations in accordance with the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Nevertheless, chronic inflammation is believed to be a major player in the development of AD and a causative element in the development of metabolic syndrome (MetS). Metabolic syndrome is a cluster of common metabolic abnormalities including hypertension, insulin resistance, abdominal obesity, reduced high-density lipoprotein (HDL)–cholesterol levels and elevated triglyceride levels. High waist circumference is positively correlated with the risk of atopic dermatitis, but there is no significant correlation between adult-onset atopic dermatitis and hypertension. Some evidence suggests an association between AD and hypertension but only in patients with severe AD. On the other hand, the relationship between AD and hyperglycemia or AD and cholesterol levels seems inconclusive. The aim of this review is to present current knowledge on the association between atopic dermatitis and metabolic syndrome, including each of the components of metabolic syndrome. Full article
(This article belongs to the Special Issue Advanced Research of Skin Inflammation and Related Diseases)
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