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Nevin Manimala Statistics

How the innovative advertising language style for nutrition products affects consumers’ purchase intentions

Front Nutr. 2025 Jul 3;12:1576478. doi: 10.3389/fnut.2025.1576478. eCollection 2025.

ABSTRACT

OBJECTIVE: In the competitive market for nutrition products, advertising strategies play a pivotal role in shaping consumer behavior. This study investigated how advertising language styles (disruptive vs. sustaining) influence consumer purchase intentions for nutrition products, examining information processing fluency as a mediator and information credibility as a moderator.

METHODS: A multi-group experiment was conducted with 852 participants, recruited via a professional survey platform, in a controlled simulated environment. Data on participants’ gender, exposure to advertising language styles (disruptive vs. sustaining), purchase intentions, information processing fluency, and information credibility (high vs. low) were collected using an online questionnaire. PROCESS models (Model 4 for mediation, Model 1 for moderation) and ANOVA (for main effects) were used for statistical analysis.

RESULTS: Disruptive advertising language, compared to sustaining styles, significantly enhanced consumers’ attention, interest in product innovations, and purchase intentions. Information processing fluency mediated the positive relationship between advertising language style and purchase intention, highlighting the importance of clarity and ease of understanding.

CONCLUSIONS: Disruptive advertising language, fluent information processing, and high information credibility are key factors in enhancing consumers’ purchase intentions for nutrition products.

PMID:40678774 | PMC:PMC12269493 | DOI:10.3389/fnut.2025.1576478

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Nevin Manimala Statistics

Group-based trajectory modeling for supportive care needs in Chinese cancer survivors: A systematic review

Asia Pac J Oncol Nurs. 2025 Jun 6;12:100738. doi: 10.1016/j.apjon.2025.100738. eCollection 2025 Dec.

ABSTRACT

OBJECTIVES: This study aims to systematically synthesize studies that applied group-based trajectory modeling to examine the trajectories of supportive care needs (SCNs) among cancer survivors and to identify associated influencing factors.

METHODS: A comprehensive literature search was conducted in the following databases: CINAHL, Cochrane Library, Embase, PubMed, Web of Science, CNKI, SinoMed, VIP, and Wanfang. Studies were screened and assessed independently by two reviewers using the Joanna Briggs Institute (JBI) Critical Appraisal Checklist for Cohort Studies and the Guidelines for Reporting on Latent Trajectory Studies (GRoLTS) checklist. Key study characteristics and findings were extracted and synthesized narratively.

RESULTS: Ten studies met the inclusion criteria. Five distinct SCNs trajectories were identified across studies, including high-stable, moderate-stable, low-stable, decreasing, and increasing patterns. A total of 18 statistically significant influencing factors were identified and categorized according to the five domains of the Social-Ecological Model (SEM). Most factors were related to demographic characteristics, clinical variables, and individual symptoms.

CONCLUSIONS: SCNs trajectories among cancer survivors exhibit substantial heterogeneity. While individual- and disease-level factors are commonly reported, limited evidence exists regarding the role of social support, healthcare system factors, and community-level influences. Future research should incorporate broader socio-environmental determinants to enhance understanding of SCNs patterns and inform tailored survivorship care.

SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42024586557.

PMID:40678771 | PMC:PMC12269420 | DOI:10.1016/j.apjon.2025.100738

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Nevin Manimala Statistics

Inferring Dynamic Regulatory Interaction Graphs from Time Series Data with Perturbations

Proc Mach Learn Res. 2024;231:22.

ABSTRACT

Complex systems are characterized by intricate interactions between entities that evolve dynamically over time. Accurate inference of these dynamic relationships is crucial for understanding and predicting system behavior. In this paper, we propose Regulatory Temporal Interaction Network Inference (RiTINI) for inferring time-varying interaction graphs in complex systems using a novel combination of space-and-time graph attentions and graph neural ordinary differential equations (ODEs). RiTINI leverages time-lapse signals on a graph prior, as well as perturbations of signals at various nodes in order to effectively capture the dynamics of the underlying system. This approach is distinct from traditional causal inference networks, which are limited to inferring acyclic and static graphs. In contrast, RiTINI can infer cyclic, directed, and time-varying graphs, providing a more comprehensive and accurate representation of complex systems. The graph attention mechanism in RiTINI allows the model to adaptively focus on the most relevant interactions in time and space, while the graph neural ODEs enable continuous-time modeling of the system’s dynamics. We evaluate RiTINI’s performance on simulations of dynamical systems, neuronal networks, and gene regulatory networks, demonstrating its state-of-the-art capability in inferring interaction graphs compared to previous methods.

PMID:40678737 | PMC:PMC12269789

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Nevin Manimala Statistics

A systematic review and meta-analysis on how different dexamethasone administration regimes impact total joint arthroplasty outcomes

Front Pharmacol. 2025 Jul 3;16:1548126. doi: 10.3389/fphar.2025.1548126. eCollection 2025.

ABSTRACT

BACKGROUND: Postoperative pain following total joint arthroplasty is a critical factor influencing patient recovery. This meta-analysis evaluated the efficacy and safety of single-dose, repeated-dose, and split-dose perioperative dexamethasone regimens for managing postoperative pain in patients undergoing total joint arthroplasty.

METHODS: Randomized controlled studies (RCTs) comparing repeated or split-dexamethasone to single intravenous dexamethasone in patients having total knee/hip arthroplasty were retrieved from Pubmed, the Cochrane Library, Web of Science and Embase databases from inception to October 2024. Using RevMan 5.2, a meta-analysis was performed to evaluate primary outcomes including pain scores, length of stay, and incidence of postoperative rescue analgesia, as well as secondary outcomes such as the incidence of adverse events. Heterogeneity was assessed via I2 statistics, and study bias was evaluated using the Cochrane Risk of Bias Assessment Tool.

RESULTS: Twelve trials were included. The results showed that repeated-dose dexamethasone did not differ from single-dose dexamethasone in rest or movement pain scores at 24 h, but significantly reduced both rest (mean difference [MD] = -0.45, 95% confidence interval [CI]: -0.62 to -0.29, P < 0.00001, I 2 = 41%) and movement (MD = -0.69, CI: -0.83 to -0.55, P < 0.00001, I 2 = 36%) pain scores at 48 h. They also had shorter stays (MD = -0.28, 95% CI: -0.47 to -0.09, P = 0.004, I 2 = 71%), lower rates of needing postoperative rescue analgesia (relative risk [RR] = 0.26, 95% CI: 0.11 to 0.63, P = 0.003, I 2 = 72%) and postoperative nausea and vomiting [PONV] (RR = 0.47, 95% CI: 0.24 to 0.95, P = 0.04, I 2 = 60%). Moreover, patients receiving a single dose of dexamethasone had lower movement scores 24 h postoperatively (MD = 0.26, 95% CI: 0.03 to 0.48, P = 0.02, I 2 = 61%) compared to patients with a split-dose of dexamethasone. No significant differences in adverse event rates were observed between single-dose and split-dose dexamethasone.

CONCLUSION: Compared to patients receiving a single-dose or split-dose of dexamethasone, the administration of repeated doses of dexamethasone can mitigate postoperative pain, reduce the requirement for supplementary opioids, shorten the duration of hospitalization, and decrease the incidence of PONV following arthroplasty.

SYSTEMATIC REVIEW REGISTRATION: https://inplasy.com/inplasy-2023-10-0023/.

PMID:40678724 | PMC:PMC12267163 | DOI:10.3389/fphar.2025.1548126

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Nevin Manimala Statistics

The Attractive and Deterring Factors for Medical Students Towards Pathology as a Specialty in Saudi Arabia

Adv Med Educ Pract. 2025 Jul 12;16:1217-1227. doi: 10.2147/AMEP.S528051. eCollection 2025.

ABSTRACT

PURPOSE: This study aims to assess the level of interest in pathology among medical students in Saudi Arabia and identify factors influencing their decision to pursue pathology as a career.

PATIENTS AND METHODS: This cross-sectional study was conducted across multiple universities in Saudi Arabia, including Umm Al Qura University, King Faisal University, King Saud bin Abdulaziz University for Health Sciences, Imam Abdulrahman bin Faisal University, Jazan University, and King Khalid University. Data was collected from medical students at different academic levels, including first-year students through interns using an online questionnaire via Google Forms. Responses were cleaned in Microsoft Excel and analyzed using SPSS version 23. Descriptive statistics and Chi-square tests were used, with significance set at p < 0.05.

RESULTS: A total of 612 valid responses were received, with an almost equal distribution of male (49.8%) and female (50.2%) participants. Overall, 45.3% of students expressed interest in pathology, while 54.7% were not interested. Female students (52.1%) showed a greater interest compared to males (38.4%). The most influential factors attracting students to pathology included lifestyle (37.4%), research opportunities (35.9%), and fewer on-call duties (33.2%). The most common deterring factors reported by those interested in pathology was the perceived challenge of the discipline (56.9%), other career interests (41.5%), and limited job opportunities (35.3%).

CONCLUSION: Several factors influence medical students’ decisions regarding pathology as a career choice. Notably, female students demonstrated a higher level of interest in pathology than their male counterparts. Future studies should explore strategies to enhance the visibility and appeal of pathology, such as increasing early exposure to the field within the medical curriculum.

PMID:40678713 | PMC:PMC12267822 | DOI:10.2147/AMEP.S528051

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Nevin Manimala Statistics

An analysis of Hawaiian identity and life satisfaction through cultural reclamation: implications for Hawaiian well-being

AlterNative (Nga Pae Maramatanga (Organ)). 2024 Mar;20(1):167-177. doi: 10.1177/11771801241235206. Epub 2024 Mar 11.

ABSTRACT

Today, the Hawaiian community faces high rates of health disparities, as well as loss of land, language, and culture due to colonization. However, Hawaiians continue to keep their culture alive, and cultural reclamation theory argues that Indigenous Peoples are healthier when they have opportunities to engage with their cultural practices. This theory points to culture as a possible intervention. We analyze data from the 2019 Native Hawaiian Survey, which examines Hawaiian identity through a sample of over 1,000 participants across Hawai’i who are 18 years or older and have Hawaiian ancestry. Drawing upon what it means to identify as Hawaiian, we expect a positive relationship between activities that increase connection to Hawaiian culture and life satisfaction. We find statistical significance in consideration of sacred spaces, pride in being Hawaiian, and sense of belonging to America and discuss implications for Hawaiian well-being based on these findings.

PMID:40678700 | PMC:PMC12269521 | DOI:10.1177/11771801241235206

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Nevin Manimala Statistics

The effects of orphanhood and lack of parental care on child vaccination: analyses of 189 cross-sectional UNICEF Multiple Indicator Cluster Surveys from 82 countries, 2005-2022

EClinicalMedicine. 2025 Jun 27;85:103314. doi: 10.1016/j.eclinm.2025.103314. eCollection 2025 Jul.

ABSTRACT

BACKGROUND: Children lacking parental protection may tend to miss out on essential services. We investigated whether orphans and children without parental care were at risk of sub-optimal vaccination.

METHODS: Cross-sectional analyses of 189 UNICEF Multiple Indicator Cluster Surveys from 82 predominantly low- and middle-income countries, conducted from January 1, 2005 to December 31, 2022. We used two-level logistic fixed-effects models with individual community-dwelling children aged 12-59 months nested within MICS sampling cluster to estimate the effects of orphanhood (one or both parents deceased) and lack of parental care (children residing with no biological parents) on missed vaccinations. We report the adjusted odds of being a “zero-dose” child (failure to receive any diphtheria-tetanus-pertussis-containing (DTP) vaccine doses), an under-immunised child (failure to receive three DTP doses), failure to receive any measles-containing vaccine (MCV), and failure to receive all eight basic vaccine doses.

FINDINGS: The analysis included 739,506 children of which 20.6% (n = 152,314) were zero-dose, 50.4% (n = 372,568) were under-immunised, 50.3% (n = 372,089) had not received any MCV, and 57.8% (n = 427,558) had not received all 8 basic vaccine doses. Orphans had a consistently higher risk of sub-optimal vaccination. Adjusted odds ratios were similar for all binary outcomes (zero-dose (ORadj 1.59; 95% CI: 1.48-1.71, p < 0.001), no DPT3 (ORadj 1.46; 95% CI: 1.38-1.54, p < 0.001), and no MCV and basic incomplete (ORadj 1.42; 95% CI: 1.34-1.50, p < 0.001 for both)). Children lacking parental care experienced similarly elevated risks of sub-optimal vaccination (p < 0.001 for all outcomes).

INTERPRETATION: To better support children at risk and uphold their rights, vaccination programmes should prioritise service delivery to orphans and children lacking parental care.

FUNDING: Eunice Kennedy Shriver National Institute of Child Health and Human Development and the Canadian Institutes for Health Research.

PMID:40678695 | PMC:PMC12269469 | DOI:10.1016/j.eclinm.2025.103314

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Nevin Manimala Statistics

Building primary care providers’ confidence in deprescribing opioids and benzodiazepines in older adults

Explor Res Clin Soc Pharm. 2025 Jun 24;19:100627. doi: 10.1016/j.rcsop.2025.100627. eCollection 2025 Sep.

ABSTRACT

BACKGROUND: Opioids and benzodiazepines (BZDs) are among the most prescribed medications that contribute to falls in older adults; however, little guidance exists on their safe prescribing and deprescribing. Although some resources are available to assist providers with opioid and BZD deprescribing, many report lack of confidence as a barrier. The objective of this study was to assess PCPs’ confidence in their ability to deprescribe opioids and BZDs before and after an intervention.

METHODS: We modified a validated deprescribing self-efficacy survey to assess primary care provider (PCP) confidence in deprescribing opioids and BZDs in older adults before and after a consultant pharmacist educational intervention. The survey consisted of 35 questions divided into three sections: deprescribing opioids (10 questions), deprescribing BZDs (10 questions), and deprescribing under potentially impeding circumstances [UPIC] (15 questions). The survey was sent to 88 PCPs using a modified Dillman method. We evaluated providers’ confidence on a 100-point scale pre- and post-intervention, comparing the difference-in- differences (DID) in scores between the intervention and control groups.

RESULTS: A total of 41 PCPs (46.6 %) completed the survey both pre-and post-intervention. The intervention group (n = 21) showed an improvement in their knowledge and self-efficacy skills by an average of 19.7 out of 100 points, while the control group (n = 20) improved by an average of 5.2 points. The DID in self-efficacy improvement between the two groups was +14.5 points (p = 0.003) overall. For each of the opioid-, BZD-, and UPIC-specific scores, the intervention group had a statistically significant DID compared to the control group (+15.8, p = 0.004; +14.2, p = 0.017; +13.9, p = 0.016, respectively).

CONCLUSION: This consultant pharmacist educational intervention improved PCPs’ confidence in deprescribing opioids and BZDs in older adults.

PMID:40678679 | PMC:PMC12269610 | DOI:10.1016/j.rcsop.2025.100627

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Effects of web-based interventions on cancer caregivers’ burden and quality of life: A systematic review and meta-analysis

Palliat Support Care. 2025 Jul 18;23:e134. doi: 10.1017/S1478951525100370.

ABSTRACT

OBJECTIVES: As cancer incidence and survival rates rise, caregivers responsible for providing diverse support face increased burden and reduced quality of life (QoL). Although research on web-based interventions for this group is expanding, the impact of these interventions on caregiver burden and QoL remains unclear. This study aims to investigate the effects of web-based interventions on the caregiver burden and QoL of caregivers of patients with cancer.

METHODS: Searches were conducted in PubMed, Web of Science, Cochrane Library, CINAHL, Embase, and PsycINFO from database inception to 10 June 2024. Two reviewers independently assessed each study and extracted data. The risk-of-bias in the studies was evaluated using Cochrane’s Risk-of-Bias tool for randomized controlled trials. The intervention effects were calculated using R package Meta version 4.0.3, utilizing standardized mean differences (SMD; Hedge’s ĝ) to calculate pooled effect sizes with 95% confidence intervals (CI). Publication bias assessment and sensitivity analysis were conducted to ensure the robustness of the results.

RESULTS: We reviewed 13 randomized controlled trials; our analysis indicated a small effect size of web-based interventions on caregiver burden (SMD = -0.19, 95% CI: -0.36 to -0.01). However, sensitivity analysis concluded that the effect was very small or nearly absent. Additionally, there was no statistically significant effect on QoL (SMD = 0.15, 95% CI: -0.05 to 0.36).

SIGNIFICANCE OF RESULTS: Web-based interventions did not significantly reduce caregiver burden or improve caregivers’ QoL. To improve caregiver burden and QoL in the future, comprehensive and tailored web-based interventions for this population are needed.

PMID:40676719 | DOI:10.1017/S1478951525100370

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Effects of sandplay group therapy on children at risk of suicidal ideation

BMC Psychol. 2025 Jul 17;13(1):800. doi: 10.1186/s40359-025-03150-9.

ABSTRACT

BACKGROUND: The recent surge in suicide rates of children and adolescents in Korea has become a social problem. Suicide and suicide attempts begin in children and adolescents and continue to progress, leading to serious suicide and suicide attempts, so early intervention is essential. This study investigated the effects of group sandplay therapy on depression, anxiety, and self-esteem in children at a risk of suicidal ideation.

METHODS: This was a non-randomized, controlled trial. After recruiting 63 subjects at risk for suicidal ideation through convenience sampling based on a preliminary survey, the subjects were divided into a sandplay group therapy (SGT) group and a control group. The control group did not receive interventional therapy, whereas the SGT group received 10 sessions of sandplay therapy once a week, 40 min each. The clinical assessment instruments used were the Suicidal Ideation Questionnaire-Junior (SIQ-JR), Center for Epidemiologic Studies Depression Scale for Children (CES-DC), Revised Children’s Manifest Anxiety Scale (RCMAS), and Rosenberg’s Self-Esteem Scale (RSES). Statistical analysis was performed using IBM SPSS version 25.0, and multivariate analysis of variance (MANOVA) was used.

RESULTS: Sandplay group therapy significantly reduced depression and anxiety in the SGT group at risk of suicidal thoughts compared to the control group, and also significantly improved self-esteem.

CONCLUSION: 10-week sandplay group therapy was effective in reducing depression and anxiety in children and improving self-esteem in children at risk of suicidal thoughts. The results of these interventions, first attempted in Korea, suggest that sandplay group therapy in schools can be an effective intervention for children and adolescents at risk of suicide. (Clinical Research Information Service (CRiS) of Republic of Korea, Registration Number: KCT0010738, Registration Date: 2025.07.09.).

PMID:40676714 | DOI:10.1186/s40359-025-03150-9