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Nevin Manimala Statistics

A study on the relationship between role stress and job burnout among community mental health workers: using psychological capital as a mediating variable

BMC Psychol. 2026 Apr 25. doi: 10.1186/s40359-026-04532-3. Online ahead of print.

ABSTRACT

RESEARCH PURPOSE: Mental health care plans and services worldwide are increasingly transitioning toward community-based models (Cochrane Database Syst Rev 1:CD00790, 2017; Innovative care for chronic conditions in building blocks for action, 2002; J Nurs 62:5-11, 2015). In our country, there was a significant burden on and instability in the manpower of personnel in the community mental health care system, as compared to patients. However, there was a lack of research on the role of psychological capital as a mediator between role stress and job burnout among personnel in the community mental health care system. This study aims to explore the interrelationships among role stress, psychological capital, and job burnout among community mental health care personnel. Specifically, we investigate the predictive effect of role stress on job burnout and examine the mediating role of psychological capital within this relationship.

RESEARCH METHOD: The subjects of this study were personnel in the community mental health care system, and an online questionnaire was used. A total of 313 questionnaires were collected, with 262 valid responses. Data analysis and interpretation were conducted using SPSS and SPSS AMOS for descriptive statistics, structural equation modeling, and bootstrapping.

RESEARCH RESULTS: The research results were presented as follows: (1) The level of role stress among community mental health care system personnel was moderate to low (M = 2.78, SD = 0.78); (2) The level of job burnout among community mental health care system personnel was moderate to low (M = 2.91, SD = 0.842); (3) The level of psychological capital among community mental health care system personnel was moderate to high (M = 3.48, SD = 0.737); (4) Role stress significantly positively predicted job burnout (β = .379, t = 4.632, p < .001); (5) Psychological capital among community mental health care system personnel partially mediated the relationship between role stress and job burnout (β = .227, p = .001).

DISCUSSION AND CONCLUSION: Based on these findings, recommendations were proposed for the cultivation and management of community mental health care system personnel, such as organizing meetings to reduce role conflicts, planning and managing manpower to alleviate role overload, and establishing mechanisms for personnel training to enhance psychological capital.

PMID:42035199 | DOI:10.1186/s40359-026-04532-3

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Nevin Manimala Statistics

L-shaped association of skeletal muscle mass with all-cause mortality among US adults: a population-based cohort study

Arch Public Health. 2026 Apr 25. doi: 10.1186/s13690-026-01920-4. Online ahead of print.

ABSTRACT

BACKGROUND: The predicted skeletal muscle mass index (pSMI), derived from the serum creatinine-to-cystatin C ratio (CCR), has emerged as a novel biomarker for predicting the onset of type 2 diabetes mellitus. However, its application remains primarily limited to East Asian populations, and the relationship between pSMI and mortality in general populations remains unclear. Therefore, this study aimed to investigate the association between pSMI and all-cause mortality in a nationally representative US adult population.

METHODS: We analyzed data from three cycles (1999-2004) of the National Health and Nutrition Examination Survey (NHANES). pSMI levels were analyzed both as a continuous variable and categorized into tertiles. To assess the association between pSMI and all-cause mortality, we performed multivariable Cox regression, restricted cubic spline (RCS) analysis, and Kaplan-Meier survival analysis.

RESULTS: During a median follow-up of 193.2 months (2217 deaths), multivariable-adjusted analyses revealed that higher pSMI levels were significantly associated with reduced all-cause mortality (HR 0.76, 95% CI 0.72-0.80; p < 0.001). Compared to the lowest tertile (T1:4.98-7.83), T2 (7.84-9.18) and T3 (9.19-19.24) showed progressively lower mortality risks (T2: HR 0.79, 95% CI 0.67-0.94, p = 0.009; T3: HR 0.66, 95% CI 0.50-0.88, p = 0.004). Restricted cubic spline analysis demonstrated an L-shaped association (p for non-linear = 0.003) with an inflection point at 10.0 (HR 0.632, 95% CI 0.543-0.721; p < 0.001). Sex-stratified analyses revealed inflection points at 10.5 (males) and 7.6 (females). Kaplan-Meier analysis confirmed significantly improved survival with higher pSMI levels (all p < 0.001 for total population, males and females).

CONCLUSIONS: This study identifies pSMI as an independent predictor of lower all-cause mortality, revealing a nonlinear L-shaped association with a distinct threshold effect. The protective relationship remains consistent across both sexes, though with differing inflection points. These findings highlight the clinical importance of assessing skeletal muscle mass for mortality risk stratification.

PMID:42035178 | DOI:10.1186/s13690-026-01920-4

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Nevin Manimala Statistics

Is genicular nerve radio frequency ablation the key to improving patients’ satisfaction after total knee arthroplasty? a randomised controlled trial

J Orthop Surg Res. 2026 Apr 25. doi: 10.1186/s13018-026-06855-8. Online ahead of print.

ABSTRACT

BACKGROUND: Some studies regarding patients complaining of residual pain after total knee arthroplasty (TKA) showed pain scores improvement using genicular nerve radiofrequency ablation (GNRFA). This prompted the hypothesis that combining GNRFA with TKA intraoperatively might improve early postoperative pain control and functional outcomes.

METHODS: Seventy patients were randomly assigned into two groups, one group underwent total knee arthroplasty combined with genicular nerve radiofrequency ablation (TKA-GNRFA), and the other group underwent total knee arthroplasty (TKA) alone. A parallel-group trial with 1:1 allocation using a superiority framework, Visual Analog Scale (VAS), and functional outcome using the Oxford Knee Score (OKS) were evaluated. Assessments were conducted during the first six months following surgery.

RESULTS: There were no significant differences in pain score or functional outcome between the two groups in the first six months postoperative follow-up period.

CONCLUSION: At Six months postoperatively, Combining Genicular Nerve radiofrequency ablation with total knee arthroplasty (TKA-GNRFA) showed no significant advantage regarding pain scores and functional outcome over performing TKA alone. Further randomized controlled trials with larger sample sizes are recommended to provide higher-level evidence and validate these findings. Trial Registration Retrospectively registered under Trial Registration Number NCT07381062 on 24-01-2026.

PMID:42035153 | DOI:10.1186/s13018-026-06855-8

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Nevin Manimala Statistics

Genomic and spatial analysis of local recurrences following risk-adapted breast radiotherapy in the IMPORT trials

Breast Cancer Res. 2026 Apr 25. doi: 10.1186/s13058-026-02232-9. Online ahead of print.

NO ABSTRACT

PMID:42035136 | DOI:10.1186/s13058-026-02232-9

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Nevin Manimala Statistics

Ovicidal and larvicidal activity of the Impatiens rothii and Salvia officinalis extracts against Anopheles stephensi (Culicidae: Diptera) in laboratory conditions

Malar J. 2026 Apr 25. doi: 10.1186/s12936-026-05916-x. Online ahead of print.

ABSTRACT

BACKGROUND: Malaria vector control with synthetic insecticides can cause resistance, environmental toxicity, and harm to non-target animal species. To address these issues, it is critical to investigate safe and environmentally friendly botanical extraction methods for mosquito control. This study investigates the effects of crude root solvent extracts from Impatiens rothii and Salvia officinalis on Anopheles stephensi eggs and larvae under controlled environments.

METHODS: Fresh roots of S. officinalis and I. rothii were collected separately, allowed to air dry, ground into a powder, and then sieved. The test plant powders were soaked in ethanol and chloroform solvent, and the extracted product was concentrated, forming a desired concentration solution for testing. Aquatain (AMF) was used as the standard control, while 3% of 20 Tween was used as the negative control. Larval mortality was measured after a 24 hours recovery period in each treatment group, and the hatchability of eggs was monitored after 48 hours. Statistical analyses were conducted using R Studio to check normality and identify significant differences between groups, then followed by SPSS, ANOVA to compare extract to standard group and probit regressions for LC50 and LC90 calculations.

RESULTS: There were significant differences (P < 0.05) in ovicidal and larvicidal activities between the treatment, negative, and standard control groups. Both the chloroform extract of S. officinalis (LC50 and LC90 values of 83.8 and 305.4 ppm, respectively) and the ethanol extract of I. rothii (LC50 and LC90 values of 64.7 and 214.28 ppm, respectively) demonstrated low LC50 and LC90 values when tested against eggs. Additionally, the larvae treated with the ethanol extracts of I. rothii and S. officinalis presented the lowest larval mortality values, with LC50 and LC90 values of 124.6 ppm and 350.0 ppm, respectively. Aquatain AMF reached 100%, whereas 3% of 20 Tween did not result in egg or larval mortality.

CONCLUSION: The study suggests that root extracts of I. rothii and S. officinalis can be a safe and effective alternative to synthetic mosquitocidal for controlling An. stephensi, suggesting early-stage mosquito control is more efficient than adult control. Further research is required to understand the essential ingredients, their mechanisms of action, efficacy, and safety in larger-scale applications.

PMID:42035133 | DOI:10.1186/s12936-026-05916-x

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Nevin Manimala Statistics

The status, barriers and associated facilitators of pharmaceutical care provision in public tertiary healthcare settings: a cross-sectional perspective from a low-middle-income country

BMC Health Serv Res. 2026 Apr 25. doi: 10.1186/s12913-026-14335-2. Online ahead of print.

NO ABSTRACT

PMID:42035101 | DOI:10.1186/s12913-026-14335-2

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Nevin Manimala Statistics

Awareness, acceptability and determinants of the new malaria vaccine among caregivers of under-five children in Asaba, Nigeria: a multi-centre cross-sectional study

Malar J. 2026 Apr 25. doi: 10.1186/s12936-026-05919-8. Online ahead of print.

ABSTRACT

BACKGROUND: Malaria infection continues to cause significant morbidity and mortality in Nigeria despite the integration of the R21/Matrix-M malaria vaccine into the National Programme on immunization. Understanding how caregivers of young children perceive this new vaccine is important for successful implementation.

AIM: To assess the awareness, acceptability and factors affecting uptake of the new R21/Matrix-M malaria vaccine among caregivers of under-fives in Asaba, Southern Nigeria.

MATERIALS AND METHODS: A cross-sectional study was conducted between January and June 2025, among 358 consenting caregivers of under-5 children who presented at the children’s outpatient and immunization clinic in three health facilities in Asaba, Delta State, Nigeria. The study utilized pretested semi-structured, self-administered questionnaires containing information on vaccine awareness, hesitancy and adverse reactions. Data was analyzed using SPSS 26, with a p-value < 0.05 considered significant.

RESULTS: Only 36.3% of respondents were aware of the vaccine. However, most (85.8%) were willing to vaccinate their children. Reasons for reluctance to accept the vaccine were fear of adverse reactions (45.1%), lack of interest (19.6%), and spousal disagreement (13.7%). There was a statistically significant association between the type of health facility and knowledge of malaria vaccines (p = 0.038). Occupation (p = 0.018) and gender of caregivers (p = 0.006) were significant factors, female caregivers and civil servants were more willing to accept malaria vaccination for their wards.

CONCLUSION: Despite a strong willingness among caregivers to vaccinate their children, awareness of the malaria vaccine was inadequate. Targeted awareness campaigns, especially addressing safety concerns and spousal engagement, are urgently needed to translate high willingness into actual uptake.

PMID:42035050 | DOI:10.1186/s12936-026-05919-8

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Nevin Manimala Statistics

Psychometric properties of the Mandarin Chinese self-reported Pediatric Quality of Life Inventory™ Version 4.0 Generic Core Scales in school adolescents: based on the Rasch and bifactor measurement methods

BMC Pediatr. 2026 Apr 25. doi: 10.1186/s12887-026-06703-y. Online ahead of print.

NO ABSTRACT

PMID:42035047 | DOI:10.1186/s12887-026-06703-y

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Nevin Manimala Statistics

The impact of early statin use on the risk of acute kidney injury in septic patients in the ICU: analysis of the MIMIC-IV database

BMC Nephrol. 2026 Apr 25. doi: 10.1186/s12882-026-04983-1. Online ahead of print.

ABSTRACT

AIM: To investigate the association between early statin use and acute kidney injury (AKI) risk in septic patients admitted to the intensive care unit (ICU).

METHODS: This study analyzed septic patients from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Patients were divided into AKI and non-AKI groups based on whether they developed AKI during ICU stay. AKI was defined according to Kidney Disease: Improving Global Outcomes (KDIGO) criteria. The primary exposure variable was early statin use, defined as administration within the first 24 h of ICU admission. Multivariable logistic regression models were constructed to assess the association between early statin use and AKI risk, adjusting for demographic characteristics, clinical parameters, laboratory values, disease severity scores, and treatment-related factors. Subgroup analyses were performed across clinically relevant patient characteristics. Sensitivity analyses were conducted to assess the robustness of the primary findings.

RESULTS: A total of 5102 septic patients were analyzed, with 2424 (47.51%) developing AKI during their ICU stay. Early statin therapy was administered to 1934 (37.91%) patients. The crude AKI incidence was 49.7% in the statin group and 46.1% in the non-statin group. After full adjustment for covariates, early statin use was associated with significantly lower odds of AKI (OR = 0.87, 95% CI: 0.76-0.99, P = 0.045). Among individual statins, simvastatin demonstrated the most consistent association (OR = 0.77, 95% CI: 0.62-0.95, P = 0.014). Subgroup analyses revealed that the association was observed in patients aged ≥ 60 years (OR = 0.85, 95% CI: 0.72-0.99, P = 0.042) and male patients (OR = 0.81, 95% CI: 0.68-0.96, P = 0.016), although no formal interaction tests reached statistical significance.

CONCLUSION: Early statin use within 24 h of ICU admission may be associated with modestly lower odds of AKI in septic patients, with simvastatin showing the most consistent association across subgroups. Given the modest effect size, borderline statistical significance, and observational study design, these findings should be considered hypothesis-generating and require confirmation in prospective studies.

PMID:42035000 | DOI:10.1186/s12882-026-04983-1

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Nevin Manimala Statistics

Machine learning-enabled diagnosis of viral respiratory infections from exhaled volatile organic compound analysis

BMC Pulm Med. 2026 Apr 25. doi: 10.1186/s12890-026-04269-0. Online ahead of print.

NO ABSTRACT

PMID:42034990 | DOI:10.1186/s12890-026-04269-0