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Nevin Manimala Statistics

Sustainable development in the context of circular economy

J Environ Manage. 2025 Sep 22;394:127366. doi: 10.1016/j.jenvman.2025.127366. Online ahead of print.

ABSTRACT

Negative developments such as excessive resource consumption and accelerated environmental degradation in recent years have prompted European countries and institutions to adopt the circular economy model instead of the linear economy model. This study examines the relationship between circular economy indicators and gross domestic product, and by so doing, analyzes the impact of the circular economy on achieving sustainable development. To holistically demonstrate the direct and indirect benefits of “becoming circular,” the statistical indicators used were those established within the framework developed by the European Commission for monitoring the circular economy. Thus, the core elements of the circular economy could be monitored through these indicators. A total of 25 European countries were analyzed over the period from 2005 to 2023. The analysis employs panel data econometrics, and the model was estimated using Driscoll-Kraay estimators. This method provides robust estimators in the presence of heteroskedasticity, autocorrelation, and cross-sectional dependence. The results of the study show that measures related to the circular economy have a direct impact on economic growth.

PMID:40986959 | DOI:10.1016/j.jenvman.2025.127366

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Nevin Manimala Statistics

The role and efficacy of ECG screening in assessing fitness to dive in military divers: implications of sports medicine standards

Diving Hyperb Med. 2025 Sep 30;55(3):212-219. doi: 10.28920/dhm55.3.212-219.

ABSTRACT

INTRODUCTION: Diving necessitates significant physiological adaptations, particularly within the cardiopulmonary system. Resting electrocardiograms (ECGs) are widely used in fitness to dive assessments, but their effectiveness in healthy young divers remains unclear. This study assessed the impact of applying sports medicine ECG criteria compared to traditional clinical standards, aiming to reduce (unnecessary) referrals to a cardiologist without compromising diver safety.

METHODS: In this retrospective study covering 10 years, ECGs from Royal Netherlands Navy divers were analysed. Abnormal ECGs identified by clinical criteria between 2010 and 2019 were re-evaluated using international sports medicine ECG criteria. A control group of normal ECGs was matched based on demographic factors. Statistical analyses were performed using Pearson’s chi-squared and Fisher’s exact test, with significance set at P < 0.05.

RESULTS: Of a total of 3,020 ECGs, 156 were classified as abnormal by clinical criteria. Reassessment using sports medicine standards reduced the number requiring further investigation by 85.9%. In the control group, 1.0% of previously unremarkable ECGs were identified as requiring further investigation upon reassessment. Conduction disorders and rhythm disturbances were the most common findings.

CONCLUSIONS: The findings of this study suggest that the application of sports medicine ECG interpretation criteria effectively reduces the number of ECGs requiring further investigation, thereby minimising referrals and associated costs. These results advocate for a re-evaluation of routine ECG screening practices in fitness to dive assessments in military divers, promoting a more tailored approach for this specific group.

PMID:40986920 | DOI:10.28920/dhm55.3.212-219

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Nevin Manimala Statistics

Nutritional status-based model for predicting low-lactate shock: A retrospective cohort study

Shock. 2025 Sep 23. doi: 10.1097/SHK.0000000000002710. Online ahead of print.

ABSTRACT

BACKGROUND: Although Sepsis-3.0 defines septic shock as hypotension with serum lactate levels >2.0 mmol/L, this criterion may miss low-lactate shock: a clinically significant phenotype characterized by hypotension but without elevated lactate levels. The epidemiological characteristics and prognostic significance of low-lactate shock remain unclear, highlighting a critical gap in current shock management models.

METHODS: We conducted a retrospective cohort study of 3,134 patients with shock admitted to a tertiary care medical institution from January 2015 to March 2022. We used propensity score matching (1:2 ratio) to control for confounding factors, aiming to determine the prevalence of low-lactate shock (lactate ≤ 2.0 mmol/L), identify risk factors through multivariable logistic regression, and validate the predictive model (NRS-APACHE II-TG-TBIL) using ROC analysis.

RESULTS: The 28-day mortality rate was slightly lower in the low-lactate shock group compared to the high-lactate group (25.4% [94/369] vs. 35.8% [990/2,765], respectively). The age, nutritional risk screening (NRS-2002) score, and venous thromboembolism (VTE) risk score were significantly lower in the low-lactate shock group than in the high-lactate shock group (P < 0.05). No statistically significant differences were observed in gender distribution (P = 0.092). Multivariable analysis identified four independent predictors of low-lactate shock: NRS-2002 (OR=0.570, P<0.001), APACHE II (OR=0.869, P<0.001), TG (OR=0.772, P=0.035), and TBIL (OR=0.993, P=0.002). The composite NRS-APACHE II-TG-TBIL model showed excellent discrimination (AUC=0.800, P<0.001) with balanced sensitivity (72.6%) and specificity (73.5%).

CONCLUSIONS: Low-lactate shock carries substantial mortality risk (25.4%). The validated NRS-APACHE II-TG-TBIL model (AUC=0.800) provides an effective tool for early detection, addressing critical diagnostic gaps in shock management.

PMID:40986916 | DOI:10.1097/SHK.0000000000002710

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Nevin Manimala Statistics

Minimally Invasive Sacroiliac Joint Fusion: Posterior Graft Implant vs. Lateral Arthrodesis with Compression Screw Hardware at a Pain Management Center

Pain Physician. 2025 Sep;28(5):E555-E566.

ABSTRACT

BACKGROUND: The sacroiliac joint (SIJ) is a frequently overlooked source of lower back pain (LBP), contributing to 15-30% of cases. Nonoperative treatments such as NSAIDs, physical therapy, and SIJ injections have limited effectiveness on LBP. When conservative measures fail, SIJ fusion is recommended, with minimally invasive techniques showing better outcomes than traditional open surgery. However, there is no clear agreement on the optimal approach for SIJ fusion.

OBJECTIVES: This study aims to evaluate the outcomes of minimally invasive SIJ fusion performed by a single surgeon, comparing the lateral and posterior approaches to another in terms of pain relief, functional improvement, and procedure durability.

STUDY DESIGN: A retrospective comparative study.

SETTING: A single pain management center at the Interventional Pain Institute, where patients underwent SIJ fusion between April 2020 and May 2024.

METHODS: A total of 115 patients who underwent minimally invasive SIJ fusion and met the inclusion criteria were included in the study. Patients were assessed before and after the procedure for pain using the Visual Analog Scale (VAS), functional outcomes using the Oswestry Disability Index (ODI), opioid consumption, sleep quality, and procedure durability. Statistical comparisons between the lateral and posterior approaches were performed using the chi-square (c²), Fisher’s exact test, and t-test as appropriate, while durability was analyzed with the Kaplan-Meier curve and log-rank test.

RESULTS: The average follow-up duration was 11.3 ± 5.8 months. Lateral SIJ fusion demonstrated longer procedural durability compared to the posterior approach, with greater improvements in VAS pain scores (66.3% vs. 53.8%, P = 0.017), ODI functional outcomes (45.0% vs. 30.7%, P = 0.002), higher rates of sleep improvement (83.9% vs. 61.0%, P = 0.006), and lower recurrence rates (12.5% vs. 28.8%, P = 0.031). At the last follow-up, most patients (79.1%) maintained their improvements.

LIMITATIONS: This study is limited by its retrospective design, its single-center setting, and the lack of randomization between the lateral and posterior approaches.

CONCLUSION: Both the lateral and posterior approaches to minimally invasive SIJ fusion were beneficial. However, the lateral approach used in our study demonstrated superior outcomes in the areas of pain relief, functional improvement, and procedure durability. Further multicenter prospective studies with larger patient populations are recommended to confirm these findings.

PMID:40986910

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Nevin Manimala Statistics

A Two-Year Prospective Study of the Mechanisms and Patterns of Limb Injury in Multiply Injured Patients at UNIOSUN Teaching Hospital, Osogbo, Nigeria

West Afr J Med. 2025 Apr 30;42(4):303-310.

ABSTRACT

BACKGROUND: Multiple injured patients are patients who sustained injury to more than one system in the body, while a polytraumatized patient is the one who sustained injury to two or more regions of a system in the body. Better patient outcomes and effective management depend on an understanding of the patterns and characteristics of limb injuries in the multiply injured individuals. This is especially important in places with little resources, like Southwestern Nigeria, where trauma is common and it’s important to make the best use of the few available medical resources. Therefore, the aim of this research is to determine the common aetiology that led to various limb injuries in the multiple injured patients at UNIOSUN Teaching Hospital, Osogbo, Osun state.

METHODOLOGY: A prospective observational design was employed, involving multiple injured patients admitted to UNIOSUN Teaching Hospital from May 1st, 2022 to April 30th, 2024. Data collection includes demographic information, aetiology of the injury and type of injury sustained. SPSS Version 20 was employed to determine the frequency and distribution of data. Descriptive analysis revealed demographic characteristics, patterns of limb injury, highlighting the common causes, prevalence of different types of limb injuries, distribution of affected limbs and sides in the multiply injured patients.

RESULT: The study found a higher representation of males in road traffic accidents, with a diverse age group. Most participants were passengers or pedestrians, with 71.4% of injuries being closed. Most participants did not use seat belts and were not seated.

CONCLUSION: This study demonstrated that limb injuries from road traffic accidents predominantly affected young adult males, with motorcycle crashes being the leading cause. Fractures, especially of the lower limbs, were the most common injury types, and surgical intervention was frequently required. These findings show the significant burden of limb trauma managed at UNIOSUN Teaching Hospital and emphasize the demographic and clinical patterns associated with such injuries.

PMID:40986889

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Nevin Manimala Statistics

Informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills in nurses

Health Informatics J. 2025 Jul-Sep;31(3):14604582251381145. doi: 10.1177/14604582251381145. Epub 2025 Sep 23.

ABSTRACT

Background: Nurses’ clinical decision-making skills are vital for ensuring safe care and achieving optimal patient outcomes. Similarly, evidence-based practice improves quality of care and standardizes nursing services. Research is needed to examine factors affecting these skills. Objective: This study examined the relationship between informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills among nurses. Method: This descriptive correlational study was conducted in 2024 with 300 nurses from hospitals affiliated with Birjand University of Medical Sciences, Birjand, Iran. Data were collected using questionnaires on demographic information, informatics competency, attitudes toward evidence-based practice, and clinical decision-making skills. Data were analyzed using SPSS-25 software at a significance level of p < 0.05. Results: A significant positive correlation was found between informatics competency (and its components), clinical decision-making skills, and evidence-based practice in the studied nurses. Informatics competency predicted about 26% of the variance in clinical decision-making skills and 20% of the variance in attitudes toward evidence-based practice. Conclusion: Nurse managers should implement targeted interventions to enhance informatics competency and improve attitudes toward evidence-based practice and decision-making skills.

PMID:40986884 | DOI:10.1177/14604582251381145

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Nevin Manimala Statistics

The Effect of Fear of Falling and Kinesiophobia on Older Patients’ Readiness for Discharge After Total Joint Arthroplasty

Orthop Nurs. 2025 Sep-Oct 01;44(5):286-295. doi: 10.1097/NOR.0000000000001151. Epub 2025 Sep 23.

ABSTRACT

This study was conducted to determine the relationship between older patients’ readiness for discharge after total arthroplasty and fear of falling, kinesiophobia, and other variables. This correlational and cross-sectional study was conducted with 250 older people who had undergone total knee and hip arthroplasty. Data were collected using a Patient Descriptive and Clinical Information Form, the Fear of Falling Scale, the Visual Analog Scale, the Tampa Kinesiophobia Scale, and the Readiness for Hospital Discharge Scale-Short Form. The mean Readiness for Hospital Discharge Scale (RHDS) score was 4.70 ± 1.23, and 84.4% of the participants were found to be not ready for discharge. This is low in comparison to the findings from other studies. The model created for readiness for discharge explained 30% of the total variance (p < .005). The independent variables included in the model, namely fear of falling, pain, age, and number of mobilizations, were determined to be statistically significant predictors of readiness for discharge. It is necessary to support mobilization and manage the fear of falling and pain to increase older patients’ readiness for discharge following surgery.

PMID:40986878 | DOI:10.1097/NOR.0000000000001151

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Nevin Manimala Statistics

Measuring the Effect of a Pre-operative High-Carbohydrate Drink on Unilateral Primary Total Hip and Knee Arthroplasty Patients

Orthop Nurs. 2025 Sep-Oct 01;44(5):278-285. doi: 10.1097/NOR.0000000000001150. Epub 2025 Sep 23.

ABSTRACT

The article aims to examine the effect of a pre-operative high-carbohydrate drink (HCD) on unilateral, primary total hip arthroplasty and total knee arthroplasty patients by measuring post-operative antiemetic medication use and length of stay in the post-anesthesia care unit (PACU). The study used a quasi-experimental cohort design using a historical control group. We compared the intervention group who consumed the pre-operative HCD, to a historical control group, 1 year prior, who did not. The intervention group had more females (62%), was more likely to have spinal anesthesia, and was less likely to receive preoperative antiemetic medications (odds ratio (OR) = 0.41; confidence interval (95% CI): 0.21, 0.79) and postoperative antiemetics (OR = 0.48; 95% CI: 0.29, 0.81). The intervention group’s PACU stay was 10.1 min shorter (p < .0001) than the control group. Patients who consumed HCDs exhibited decreased PACU stay and decreased antiemetic medication use. These findings were used to change institutional preoperative policies for orthopedic patients to enhance outcomes.

PMID:40986877 | DOI:10.1097/NOR.0000000000001150

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Nevin Manimala Statistics

Evaluating Serum Cystatin C as A Marker of Reduced Glomerular Filtration Rate in Pregnant Women: A Better Alternative to Creatinine?

West Afr J Med. 2025 Apr 30;42(4):298-302.

ABSTRACT

BACKGROUND: Monitoring kidney function during pregnancy is vital, especially in women with hypertensive disorders like preeclampsia. Serum creatinine, although widely used, is limited in sensitivity due to physiological changes in pregnancy. Cystatin C, a novel biomarker, has emerged as a potentially superior and early indicator of glomerular filtration rate (GFR). The aim of this study was to evaluate the diagnostic performance of cystatin C compared to creatinine in pregnant women.

METHODS: A cross-sectional comparative study was conducted among 180 pregnant women at a tertiary centre in Nigeria. Participants included 90 women with preeclampsia and 90 normotensive controls. The respondents were interviewed using a pre-tested, interviewer -administered, semi-structured questionnaire. Serum creatinine and cystatin C levels were measured, and estimated GFR was calculated using the CKD-EPI equation. Group comparisons and correlation analyses were performed.

RESULTS: Mean serum cystatin C levels were significantly higher in preeclamptic women (1.09 ± 0.62 mg/L) compared to controls (0.80 ± 0.22 mg/L, p < 0.001). Although mean serum creatinine levels were slightly higher in the preeclamptic group (89.4 ± 52.5 µmol/L) than in the control group (86.9 ± 47.5 µmol/L), the difference was not statistically significant (p = 0.168). Cystatin C demonstrated a stronger inverse correlation with eGFR (r = -0.68) than creatinine (r = -0.49). Kidney dysfunction (eGFR < 60 mL/min) was detected in 11.1% of preeclamptic women using cystatin C-based threshold and absent in normotensive controls (p < 0.001).

CONCLUSION: Cystatin C outperforms serum creatinine in detecting early kidney dysfunction in pregnancy and may be a more reliable tool for antenatal screening, especially in high-risk populations. Its adoption could improve early diagnosis and clinical outcomes in resource-limited settings.

PMID:40986868

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Nevin Manimala Statistics

Clinical Utility of Early Intervention Including the 5-Step Precision Medicine Method in First-Episode Psychosis: Protocol for a Cohort Study With Nested Economic and Process Evaluations

JMIR Res Protoc. 2025 Sep 23;14:e74408. doi: 10.2196/74408.

ABSTRACT

BACKGROUND: Psychotic disorders such as schizophrenia present a significant challenge to health care systems due to their high disability rates and treatment costs. With discontinuation rates for antipsychotics reaching over 40% in the first year and 80% after 3 years, it is crucial to tailor antipsychotic selection and dosing early in treatment. Personalized precision psychiatry, underpinned by pharmacogenetics, holds considerable potential in individualizing antipsychotic treatment for patients with first-episode psychosis. An internationally pioneering method called 5-step precision medicine (5SPM) focuses on the application of pharmacogenetics to clinical practice. The recently launched Prevention and Early Intervention in Mental Health (PRINT) program in Salamanca, Spain, integrates this method to enhance early intervention for adolescents and young people with first-episode psychosis.

OBJECTIVE: The Clinical Utility of Early Intervention Including the 5SPM Method in First-Episode Psychosis (CLUMP) project aims to explore whether an early intervention model of personalized precision psychiatry including pharmacogenetics improves adherence to antipsychotic medicines and, therefore, clinical and functional outcomes in young people experiencing the first episode of a psychotic illness.

METHODS: To achieve our objectives, we shall compare adherence to the first prescribed antipsychotic medication and clinical and functional outcomes between patients with first-episode psychosis. We shall compare 2 cohorts: cohort 1 will receive the recently introduced PRINT program including the 5SPM method, and cohort 2 will have received standard care provided by mental health services before the PRINT program implementation. The primary outcome to measure treatment adherence will be all-cause discontinuation proportions during the 1-year follow-up. Secondary outcome measures will include pragmatic efficacy, tolerability, and functional outcome measures. For additional comparative purposes, we shall analyze the environmental, clinical, and pharmacogenetic information of patients with psychotic disorders of more than 5 years of evolution and with other mental disorders whose data are currently stored and have been ethically approved for research use. A total of 300 patients will be included in the study. Analyses will include descriptive statistics, comparison tests, Kaplan-Meier survival curves, multivariate log rank tests, qualitative analysis, and cost-benefit evaluation.

RESULTS: Ethics approval was obtained in June 2023. Recruitment for the CLUMP project began in January 2025, and enrollment for cohort 1 will continue until May 2026. All data collection is expected to be completed by June 2027. Data analyses are estimated to take approximately 6 months. The project is scheduled to conclude in December 2027.

CONCLUSIONS: The CLUMP project is set to provide the first clear blueprint for implementing and evaluating the impact of personalized precision psychiatry based on pharmacogenetics in the context of early intervention programs for the benefit of young people experiencing the first episode of a severe mental illness such as schizophrenia.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/74408.

PMID:40986864 | DOI:10.2196/74408