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Nevin Manimala Statistics

The influence of metalinguistic awareness on cross-contextual communication effectiveness: a perspective on instructional intervention design

Front Psychol. 2026 May 18;17:1843623. doi: 10.3389/fpsyg.2026.1843623. eCollection 2026.

ABSTRACT

INTRODUCTION: In an increasingly interconnected and contextually fluid digital era, this study investigates how Metalinguistic Awareness (MAS) relates to Cross-Contextual Communication Effectiveness (CCC), framed from an instructional intervention design perspective.

METHODS: A quantitative survey was conducted among 709 participants using validated MAS and CCC scales to explore the correlations and predictive power of various language domains.

RESULTS: The analysis revealed a strong positive correlation (r = 0.739, p < 0.001) between the two constructs. Multiple regression analysis further showed that the six dimensions of MAS collectively account for 59.1%of the variance in CCC. Critically, higher-order dimensions emerged as the strongest statistical predictors: pragmatic awareness (β = 0.231), reflective awareness (β = 0.215), and discourse awareness (β = 0.176). Additionally, extensive cross-cultural experience was significantly associated with higher levels of both MAS and CCC.

DISCUSSION: The research empirically suggests that higher-order metalinguistic awareness is a key cognitive correlate of effective communication. To genuinely empower learners, language pedagogy should consider shifting from traditional formalism toward an integrated paradigm centered on fostering pragmatic, discourse, and reflective awareness through authentic, practice-based methods.

PMID:42233082 | PMC:PMC13223158 | DOI:10.3389/fpsyg.2026.1843623

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Nevin Manimala Statistics

Phonotactic structure modulates the role of consonants and vowels in lexical processing: evidence from Spanish

Front Psychol. 2026 May 18;17:1757864. doi: 10.3389/fpsyg.2026.1757864. eCollection 2026.

ABSTRACT

INTRODUCTION: Numerous studies have shown that consonants play a more crucial role than vowels in lexical recognition and learning, a phenomenon known as the C-Bias or C-advantage. While traditionally considered universal, recent findings suggest it may depend on language-specific phonotactic properties. This study examines whether the C-Bias is modulated by phonotactic constraints in Spanish, where vowels may have a discriminative advantage due to their distinctiveness.

METHODS: Seventy-seven native Spanish-speaking university students completed a Cross-Situational Word Learning task with pseudowords in two syllabic structures: monosyllabic (CVC) and disyllabic (CVCV).

RESULTS: The results revealed a vowel bias in monosyllabic pseudowords and a partial consonant bias in disyllabic pseudowords.

DISCUSSION: These findings indicate that phonotactic structure shapes the relative salience of consonants and vowels in lexical processing, challenging the assumption of a universal C-Bias. This study highlights the role of language-specific phonological constraints in word learning and suggests that phonological processing is more flexible than previously assumed.

PMID:42233081 | PMC:PMC13223176 | DOI:10.3389/fpsyg.2026.1757864

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Nevin Manimala Statistics

Social media addiction and psychological outcomes: the mediating roles of affect, authenticity, and self-image

Front Psychol. 2026 May 18;17:1837689. doi: 10.3389/fpsyg.2026.1837689. eCollection 2026.

ABSTRACT

The expansion of social media as a dominant infrastructure of social interaction has raised important questions regarding its impact on cognitive, emotional, and identity-related processes. While prior research has predominantly relied on exposure-based models, increasing attention is directed toward the ways through which digitally mediated environments influence psychological functioning. At the same time, emerging interdisciplinary frameworks in neurolaw and neurorights highlight concerns related to mental integrity, cognitive liberty, and mental privacy, emphasizing the need to understand how algorithmically structured environments interact with internal psychological processes. The present study examines the psychological ways linking social media addiction to academic performance and psychological flourishing, while providing an empirically grounded perspective relevant to digital governance. A cross-sectional sample of 940 participants (aged 18-72 years; M = 31.00, SD = 11.35) completed validated measures of social media addiction, affectivity, authenticity, self-image, academic performance, and flourishing. A path analysis with observed composite scores was used to test a mediation model. Results indicate that social media addiction, distinct from general usage, was associated with higher negative affect, lower positive affect, and lower authenticity. These associations were statistically mediated through self-image in a cross-sectional covariance model, with self-image emerging as the strongest indirect pathway linking compulsive digital engagement to lower academic performance and reduced psychological flourishing. Among the mediating variables, authenticity represented the strongest indirect association, followed by affective processes, whereas non-compulsive use showed no significant associations. These findings support a mechanism-based model in which the impact of social media operates through affective dysregulation and identity-related processes rather than direct exposure. From an interpretative perspective, the results are conceptually consistent with concerns raised in neurorights discourse regarding cognitive autonomy and mental integrity. These findings should be understood as psychological correlates that may be relevant to such debates; they do not constitute direct evidence of rights violations or neuropsychological harm, and no neurocognitive variables were assessed in this study. Overall, the study contributes to a more precise understanding of digital behavior by integrating psychological statistical mediators with broader frameworks of digital governance and provides a foundation for interventions targeting internal processes while preserving fundamental freedoms such as expression and privacy.

PMID:42233075 | PMC:PMC13223112 | DOI:10.3389/fpsyg.2026.1837689

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Nevin Manimala Statistics

Spontaneous and oxytocin-induced contractility of gravid human myometrium with exposure to intravenous anesthetic agents: an ex vivo laboratory study

Can J Anaesth. 2026 Jun 2. doi: 10.1007/s12630-026-03124-4. Online ahead of print.

ABSTRACT

PURPOSE: The objective of this study was to investigate the ex vivo effects of various intravenous anesthetic drugs on the contractility of gravid human myometrium. We hypothesized that these drugs would cause a concentration-dependent decrease in spontaneous uterine contractility and oxytocin coadministration would modify their contractile response.

METHODS: We conducted an ex vivo laboratory study with individual myometrial strips obtained from patients undergoing elective Cesarean delivery. We subjected the myometrial strips to concentration-response testing in organ bath chambers with intravenous agents-propofol, etomidate, and ketamine, with or without oxytocin-in a pattern of 0.5 log molar increase from 10-7 M to 10-4 M. The control group received oxytocin alone without any study drug. We recorded contractility parameters, and the primary outcome was the motility index (amplitude × frequency).

RESULTS: The motility index with each study drug decreased with increasing concentrations. The overall motility index (estimated mean difference [95% confidence interval]) with etomidate (-6% [-77 to -13]; n = 29; P = 0.007) and ketamine (-66% [-82 to -35]; n = 29; P < 0.001) was significantly lower than that of the oxytocin control group, while the difference between propofol and oxytocin was not statistically significant (-38% [-70 to 29]; n = 25; P = 0.47). The addition of oxytocin reversed contractility decreases induced by all anesthetic drugs, with no significant differences observed between the study drug + oxytocin and oxytocin control groups. Nevertheless, when compared with a study drug alone, the addition of oxytocin significantly increased the strength of contraction (area under the curve) of etomidate (207% [30 to 624]; n = 27; P = 0.002) and ketamine (234% [95 to 471]; n = 27; P < 0.001) but not of propofol.

CONCLUSIONS: All the studied intravenous anesthetic drugs produced a concentration-dependent decrease in uterine contractility; nevertheless, the addition of oxytocin reversed this effect and increased contractility. Coadministration with oxytocin of etomidate and ketamine, but not propofol, resulted in a significant increase in myometrial contractility.

PMID:42231013 | DOI:10.1007/s12630-026-03124-4

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Nevin Manimala Statistics

Device-related malfunctions and associated patient harm in robotic-assisted hysterectomy: a 17-year review of the FDA MAUDE database

J Robot Surg. 2026 Jun 3;20(1):575. doi: 10.1007/s11701-026-03537-9.

ABSTRACT

Robotic-assisted hysterectomy is widely performed, yet device-related malfunctions and their impact on patient safety remain incompletely characterized. This study evaluates device-specific malfunctions and associated patient harm across Da Vinci system generations using the FDA MAUDE database. A retrospective descriptive analysis of adverse event reports submitted to the MAUDE database from system approval dates through March 19, 2026, was conducted. Reports involving robotic-assisted hysterectomy using Da Vinci Si, Xi, SP, and 5 systems were included. Device and patient problems were summarized using frequencies and percentages. Co-occurrence network analysis identified commonly associated device problems. A major limitation of the MAUDE database is the lack of data on the total number of surgeries. Each system, including Xi, SP, and Si, had different deployment periods and operational volumes. Direct comparisons of malfunction numbers and rates between systems lack statistical validity. Such comparisons should be avoided or, if possible, adjusted using the number of operational units and the time they have been on the market. Among 11,190 retrieved reports, 1,278 involved hysterectomy. After excluding 28 reports with “Insufficient Information,” 1,250 reports were analyzed. The Xi system (n = 370 device problems) most frequently reported “Visual Prompts will not Clear” (29.2%), with hemorrhage (20.5%) as the leading patient problem; no deaths were reported in the revised Xi dataset. The SP system (n = 12 device problems) most frequently reported “Visual Prompts will not Clear” (33.3%), with unspecified tissue injury (37.5%) as the leading patient problem. The Si system (n = 71 device problems) most frequently reported “Device Displays Incorrect Message” (32.4%), with strong co-occurrence between incorrect messaging and unexpected device behavior (weight = 11); bowel perforation and fistula each accounted for 16.7% of patient problems, and one death (8.3%) was documented. The Da Vinci 5 system (n = 2 reports) reported a pressure problem with no associated patient adverse events. Because the MAUDE database does not provide the total number of hysterectomies performed with each system, the number of active systems per year, or system-specific procedure volumes, raw malfunction frequencies cannot be used to compare failure rates across the Xi, SP, Si, or 5 platforms. Accordingly, the following results are presented as descriptive summaries only, without cross-system rate comparisons. Device malfunctions in robotic hysterectomy vary by Da Vinci model, predominantly involve software-interface issues such as persistent visual prompts and incorrect messaging, and are associated with serious patient harm including hemorrhage, bowel perforation, fistula, and death. The absence of mortality in the revised Xi dataset and the limited data from the Da Vinci 5 system highlight the need for continued postmarket surveillance. These findings underscore the importance of improved system design, standardized reporting, and enhanced adverse event documentation to better characterize device-related risks in robotic-assisted hysterectomy.

PMID:42231012 | DOI:10.1007/s11701-026-03537-9

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Nevin Manimala Statistics

Dietary intake of polybrominated diphenyl ethers (PBDEs) and the risk of obesity in the French E3N cohort

Int J Obes (Lond). 2026 Jun 2. doi: 10.1038/s41366-026-02109-z. Online ahead of print.

ABSTRACT

BACKGROUND: Polybrominated diphenyl ethers (PBDEs) are persistent organic pollutants, with the primary exposure pathway for the general population being the consumption of contaminated food. Human exposure to PBDEs is suspected to increase the risk of obesity.

OBJECTIVES: This study aims to investigate the association between intake of PBDEs and the risk of obesity/overweight or weight gain in the French Etude Epidémiologique auprès des femmes de l’Education Nationale (E3N) cohort.

METHODS: This study included 66 467 women with a mean age of 52.47 years over a 20-years follow-up. Cox proportional hazard regression models estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for the associations between PBDEs intake and risk of obesity, overweight and gain more than 10 kg.

RESULTS: Higher PBDEs intakes were related to increased risk of overweight (HR (1-SD increment) = 1.07 (1.05-1.09), HR (Q4 vs. Q1) = 1.13 (1.07-1.19), P-trend <0.001) and weight gain (HR (1-SD increment) = 1.12 (1.09-1.14), HR (Q4vsQ1) = 1.28 (1.21-1.37), P-trend <0.001). A non-linear association (P-non-linearity = 0.0014, P-overall <0.001) between the intake of PBDEs and obesity risk (HR (Q4 vs. Q1) = 1.25 (1.15-1.37), P-trend <0.001) was identified. The associations remained consistent when adjusting in addition separately for total fat, polyunsaturated fatty acids (PUFA), n-3 PUFA, the main food sources of PBDEs intake as well as when running stratified analyses based on the follow-up duration.

CONCLUSIONS: This study identified a positive association between intake of PBDEs and the risk of overweight, obesity and weight gain. Further efforts are needed to reduce PBDEs contamination in food and lower exposure levels in the general population.

PMID:42230986 | DOI:10.1038/s41366-026-02109-z

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Nevin Manimala Statistics

Correction: Visual information modulates brain network characteristics during static balance following ACL reconstruction – A graph theoretical analysis

Sci Rep. 2026 Jun 2;16(1):16980. doi: 10.1038/s41598-026-56238-6.

NO ABSTRACT

PMID:42230952 | DOI:10.1038/s41598-026-56238-6

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Nevin Manimala Statistics

Diagnostic performance of kinetic parameters of ultrafast breast MRI and their associations with immunohistopathological findings of breast carcinoma

Sci Rep. 2026 Jun 2. doi: 10.1038/s41598-026-55998-5. Online ahead of print.

ABSTRACT

This study aimed to assess diagnostic values of kinetic parameters in ultrafast dynamic contrast magnetic resonance imaging. The diagnostic performance of ultrafast kinetic parameters (time to enhancement [TTE], maximum slope [MS], time to peak, peak enhancement [PE], and wash-in slope [WIS]), and their correlations with the immunohistopathological findings of breast cancer were evaluated for 101 histologically proven breast lesions. We found that the areas under the curves of five ultrafast kinetic parameters in masses (0.69-0.81) and for MS, PE, and WIS in non-mass enhancement (NME) (0.91-0.94) were comparable to those of Breast Imaging Reporting and Data System (BI-RADS) categorizations (mass: 0.85, NME: 0.83) without statistically significant differences. Values of ultrafast kinetic parameters differed significantly according to invasiveness (invasive vs. non-invasive: TTE, p = 0.029; MS, p = 0.040; PE, p = 0.032; and WIS, p = 0.009), immunohistopathological findings (high vs. low Ki-67: TTE, p = 0.020; MS, p = 0.004; PE, p = 0.003; and WIS, p < 0.001), hormone receptor (negative vs. positive: MS, p = 0.033; and WIS, p = 0.042), and triple-negative status (triple-negative vs. non-triple-negative: MS, p = 0.028; and WIS, p = 0.011) in breast cancer. In conclusion, ultrafast kinetic parameters demonstrate diagnostic performance comparable to that of BI-RADS categories for both mass and NME and may be associated with the immunohistopathological findings of breast cancer.

PMID:42230942 | DOI:10.1038/s41598-026-55998-5

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Nevin Manimala Statistics

Uncertainty-aware spatio-temporal contrastive graph neural networks for cyber financial fraud detection and risk management

Sci Rep. 2026 Jun 2. doi: 10.1038/s41598-026-55651-1. Online ahead of print.

ABSTRACT

Financial fraud detection requires screening massive transaction networks where evolving topologies, extreme label sparsity, and asymmetric misclassification costs make traditional classification paradigms ineffective. We propose ST-CGNN, a spatio-temporal contrastive graph neural network that frames operational screening as a multi-task learning problem in which a shared encoder is supervised by a contrastive regularizer and an evidential triage head. Concretely, ST-CGNN combines a continuous-time heterogeneous encoder with a hard-negative contrastive regularizer and an evidential output head, so that structural representations and uncertainty-aware prioritization are trained from a common backbone with summed losses rather than as a sequential, modular pipeline. Evaluated under strict chronological constraints on large-scale public and controlled benchmarks, ST-CGNN consistently outperforms state-of-the-art GNNs and post-hoc calibration methods. Specifically, on the DGraph-Fin benchmark, the proposed evidential triage score improves Precision@100 to 0.884 and achieves a calibrated ECE of 0.034. On Elliptic, the difference between ST-CGNN and the best competitor (MTP-GAT) lies within seed variance and is not statistically distinguishable; gains concentrate on benchmarks where heterogeneity and bursty timing dominate. Paired bootstrap tests and selective-prediction analysis confirm that this shared-encoder design significantly enhances the reliability of fixed-budget analyst reviews, providing a robust foundation for high-stakes risk management in dynamic transaction environments.

PMID:42230938 | DOI:10.1038/s41598-026-55651-1

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Nevin Manimala Statistics

Influence of temperature and inoculum composition on standardized biodegradation tests of bioplastics in freshwater under aerobic conditions

Sci Rep. 2026 Jun 2. doi: 10.1038/s41598-026-55468-y. Online ahead of print.

ABSTRACT

During the last decades, the production of bioplastics has emerged as a promising alternative to mitigate the environmental impact generated by the accumulation of unmanaged plastic waste on natural ecosystems. Biodegradable bioplastics are expected to be less persistent than conventional oil-based polymers; however, the conditions under which biodegradation tests are conducted may lead to discrepancies between laboratory results and the real environmental conditions. For freshwater ecosystems, previous studies have highlighted important gaps, such as the variability caused by the inoculum. To assess if the use of commercial lyophilized bacteria as inoculum reduces the test variability, the biodegradation of three microplastics (MPs) with distinct polymer origins, poly-3-hydroxybutyrate-co-3-hydroxyvalerate (PHBV), polylactic acid (PLA), and polypropylene (PP), was studied in closed respirometers. Subsequently, following the reduction of the variability, the impact of the incubation temperature was evaluated at 10, 20 and 30 °C. Finally, the potential differences in the biodegradation process caused using different inocula were assessed with three different inoculum sources: the commercial freeze-dried bacteria, an activated sludge and digestate from biowaste. The results showed that freeze-dried bacteria could be used as an alternative inoculum to reduce inter-laboratory differences in the standardized test. Although no statistical differences were observed for PHB under identical incubation conditions with the freeze-dried inoculum, the results showed that the biodegradation of PHBV is highly influenced by temperature with higher values obtained at 35 °C than at 20 °C and 10 °C. Finally, the diversity and relative abundance of the inocula may significantly influence biodegradation outcomes, highlighting the inoculum source as a critical factor contributing to variability in this type of assay.

PMID:42230919 | DOI:10.1038/s41598-026-55468-y