Category: Statistics

BMC Nurs. 2025 Jan 9;24(1):29. doi: 10.1186/s12912-024-02667-5.

ABSTRACT

BACKGROUND: Brain drain refers to the migration of qualified professionals to developed countries in search of better living and working conditions, and has become a global concern, particularly in the healthcare sector. Migration of highly skilled nurses results in increased workload for the remaining nursing staff, limited access to quality healthcare services, and contributes to disparities in healthcare. Therefore, nursing students represent a critical demographic group for understanding the drivers of brain drain in the healthcare sector.

PURPOSE: This study aimed to assess the levels of hopelessness experienced by nursing students in Turkey throughout their education and to examine the impact of hopelessness on their decisions to move abroad.

MATERIALS AND METHODS: The study was conducted on 795 students enrolled in the nursing departments of two public universities in Gaziantep. Data were collected using a Demographic Data Form, the Beck Hopelessness Scale, and the Attitudes Towards Brain Drain Scale. The data were analyzed using the SPSS 24.0 statistical software.

RESULTS: 57% of the nursing students considered moving abroad, with 20.2% preferring Germany. The primary reasons for their desire to migrate included poor living conditions (11.1%), economic problems (12.9%), unfavorable working conditions (8.3%), and educational challenges (5.4%). The findings highlight the significant role of future hopelessness in influencing the migration intentions of nursing students.

CONCLUSION: More than half of Turkish nursing students consider moving abroad to seek better working conditions, higher living standards, financial gains and educational opportunities, with Germany being their top destination country. Despite low levels of hopelessness observed among the students, the tendency for migration persisted. A retention policy needs to be developed with strategic actions to prevent nurses from migrating to other countries.

CLINICAL TRIAL NUMBER: not applicable.

PMID:39789566 | DOI:10.1186/s12912-024-02667-5

Int J Behav Nutr Phys Act. 2025 Jan 9;22(1):5. doi: 10.1186/s12966-024-01691-7.

ABSTRACT

BACKGROUND: Although physical activity (PA) has been linked to cognitive health, the nuanced relationships between different dimensions of PA and cognitive impairment remain inconclusive. This study investigated associations between late-life PA levels, midlife-to-late-life activity patterns, and cognitive impairment in Chinese older adults, considering potential moderation by apolipoprotein E (APOE) ε4 genotype.

METHODS: We analyzed baseline data from 6,899 participants (median age 68 years, 55.78% female) in the West China Health and Aging Cohort study, with 6,575 participants having APOE genotyping data. Late-life PA and midlife-to-late-life activity patterns were assessed using the Global Physical Activity Questionnaire and a standardized question, respectively. Cognitive function was evaluated using the Chinese version of Mini-Mental State Examination. Logistic regression models were used to examine associations.

RESULTS: Compared to low PA level, moderate (odds ratio [OR] = 0.74, 95% confidence interval [CI] = 0.55 ~ 0.99) and high PA levels (OR = 0.60, 95%CI = 0.48 ~ 0.75) were associated with lower risk of cognitive impairment. Engaging in work-, transport-, recreation-related, and moderate-intensity PA were each significantly associated with lower cognitive impairment risk. Maintaining activity levels from midlife to late life was associated with lower cognitive impairment risk compared to decreasing levels (OR = 0.75, 95%CI = 0.60 ~ 0.94). These associations were more pronounced in APOE ε4 non-carriers, with an interaction observed between APOE ε4 genotype and recreation-related PA (P-value = 0.04).

CONCLUSIONS: Our findings underscore the multifaceted benefits of PA in mitigating cognitive impairment risk among older Chinese adults. Public health strategies should focus on promoting overall late-life PA levels, especially moderate-intensity PA, and maintaining activity levels comparable to midlife, with potential for personalized interventions based on genetic risk profiles.

PMID:39789564 | DOI:10.1186/s12966-024-01691-7

Patient Saf Surg. 2025 Jan 9;19(1):1. doi: 10.1186/s13037-024-00424-w.

ABSTRACT

BACKGROUND: While existing risk calculators focus on mortality and complications, elderly patients are concerned with how operations will affect their quality of life, especially their independence. We sought to develop a novel clinically relevant and easy-to-use score to predict elderly patients’ loss of independence after gastrointestinal surgery.

METHODS: This retrospective cohort study included patients age ≥ 65 years enrolled in the American College of Surgeons National Surgical Quality Improvement Program database and Geriatric Pilot Project who underwent pancreatic, colorectal, or hepatic surgery (January 1, 2014- December 31, 2018). Primary outcome was loss of independence – discharge to facility other than home and decline in functional status. Patients from 2014 to 2017 comprised the training data set. A logistic regression (LR) model was generated using variables with p < 0.2 from the univariable analysis. The six factors most predictive of the outcome composed the short LR model and scoring system. The scoring system was validated with data from 2018.

RESULTS: Of 6,510 operations, 841 patients (13%) lost independence. Training and validation datasets had 5,232 (80%) and 1,278 (20%) patients, respectively. The six most impactful factors in predicting loss of independence were age, preoperative mobility aid use, American Society of Anesthesiologists classification, preoperative albumin, non-elective surgery, and race (all OR > 1.83; p < 0.001). The odds ratio of each of these factors were used to create a sixteen-point scoring system. The scoring system demonstrated satisfactory discrimination and calibration across the training and validation datasets, with Receiver Operating Characteristic Area Under the Curve 0.78 in both and Hosmer-Lemeshow statistic of 0.16 and 0.34, respectively.

CONCLUSIONS: This novel scoring system predicts loss of independence for geriatric patients after gastrointestinal operations. Using readily available variables, this tool can be applied in the urgent setting and can contribute to elderly patients and their family discussions related to loss of independence prior to high-risk gastrointestinal operations. The applicability of this scoring tool to additional surgical sub-specialties and external validation should be explored in future studies.

PMID:39789560 | DOI:10.1186/s13037-024-00424-w

BMC Nurs. 2025 Jan 9;24(1):32. doi: 10.1186/s12912-024-02647-9.

ABSTRACT

BACKGROUND: In Egypt, approximately 10% of preterm deliveries occur between 32 and fewer than 37 weeks, leading to high neonatal intensive care unit (NICU) admissions. Preterm infants often face oral feeding difficulties due to immature development, which can lead to extended hospital stays and increased health risks.

AIM: To assess neonatal nurses’ performance in terms of the transition to oral feeding in preterm infants, focusing on knowledge, practices, and attitudes.

METHODS: A descriptive, quantitative, multicenter, cross-sectional study was conducted across 16 hospitals in five governorates in Egypt from November 2023 to March 2024 involving 553 neonatal nurses. The data were collected through a self-administered questionnaire assessing knowledge and attitudes and through an observed checklist for nurses’ practices. The study used statistical methods, including binary logistic regression, to analyze the data.

RESULTS: The findings revealed significant knowledge gaps among nurses, particularly in terms of oro-motor function, suck-swallow-breathe patterns, and nonnutritive sucking. A total of 64.6% of the nurses had unsatisfactory knowledge, 58.6% had unsatisfactory practices, and 45% had a negative attitude toward the oral feeding transition. Key predictors of satisfactory practices included higher education levels, full-time employment, and positive attitudes.

CONCLUSION: This study highlights critical gaps in neonatal nurses’ knowledge and practices regarding the transition to oral feeding in preterm infants. Addressing these gaps through targeted educational interventions and ongoing support is essential for improving care quality and outcomes for infants. The findings revealed that a substantial proportion of nurses lacked adequate knowledge of critical areas, such as oro-motor function, the suck-swallow-breathe pattern, and nonnutritive sucking. These knowledge deficits could hinder the ability of nurses to provide optimal care during this crucial transition.

PMID:39789548 | DOI:10.1186/s12912-024-02647-9

BMC Med Inform Decis Mak. 2025 Jan 9;25(1):15. doi: 10.1186/s12911-025-02857-4.

ABSTRACT

BACKGROUND: Reference intervals (RIs) are crucial for distinguishing healthy from sick individuals and vary across age groups. Hemoglobinopathies are common in Pakistan, making the quantification of hemoglobin variants essential for screening. Direct RIs are established by measuring values from a healthy reference population, whereas indirect RIs, use statistical analysis of routine lab data to estimate values, making it feasible in settings where direct data is unavailable. Since Pakistan lacks locally established Hemoglobin A2 RIs for infants, this study aims to fill that gap using an indirect data mining method to improve diagnostic accuracy for hemoglobinopathies.

METHODS: It was a retrospective observational study. Hemoglobin A2 measurements from all patients aged birth to 1 year between January 2015 and December 2022 were retrieved from the laboratory management system at Aga Khan University Hospital. The study population represented the entire geographical distribution of the country. Hemoglobin A2 was measured using the Bio-Rad Variant™ II analyzer. RIs were computed using an indirect KOSMIC algorithm, which assumes non-pathologic samples follow a Gaussian distribution after Box-Cox transformation.

RESULTS: A total of 88,690 specimens were analyzed for HbA2. After excluding patients with multiple specimens, RIs were calculated for 22,713 infants, stratified into five age sub-groups. The 2.5th and 97.5th percentile results showed good agreement with RIs from Mayo Clinic Laboratories.

CONCLUSIONS: This study supports data mining as an alternative method for establishing HbA2 RIs, especially in resource-limited settings. The results are specific to the studied population, instrument, and reagent, and they elucidate the fluctuations in HbA2 synthesis with age. These intervals will enhance clinical decision-making based on HbA2 results.

PMID:39789547 | DOI:10.1186/s12911-025-02857-4

BMC Oral Health. 2025 Jan 9;25(1):50. doi: 10.1186/s12903-024-05378-0.

ABSTRACT

OBJECTIVES: This randomized prospective controlled trial investigated the effectiveness of different strategies of regenerative endodontic therapy on necrotic mature anterior teeth with chronic periapical periodontitis with 18 months follow up.

METHODS: A total analyzed 51 adult participant with mature single rooted teeth having necrotic pulp with chronic periapical periodontitis (PAI ≥ 3) were selected. Patients had been randomly categorized into three distinct groups (n = 17 each group). All groups received the same treatment on the first visit. After 2 weeks, regenerative treatment was performed using either blood clot technique, Standard-PRF and Advanced-PRF approach. A standardized radiograph was taken, and the patients instructed for 6, 12 and 18 months follow up periods. Fisher’s exact test was applied to compare the frequency of PAI scores at different follow-up intervals between the three groups.

RESULTS: The results showed radiographic success at 18 months (58.8% in blood group, 94.1% in S-PRF group and 76.5% in A-PRF group). There was no statistically significant difference between the three groups according to incidence of healing at 6, 12 and 18 months. Clinical success was 82.4% in blood group and 88.2% in both S-PRF and A-PRF groups. There was no significant difference between the three groups (p = 1). The overall success (clinical and radigraphic) was 76.5%. Incidence of the gaining sensitivity after 12 and 18 months was 29.4% with A-PRF group and 41.2% within the S-PRF group, 17.6% with BC group.

CONCLUSION: PRF based regenerative technique may outperform the blood clot technique in treatment of non-vital mature teeth with chronic periapical periodontitis. There is a need for future randomized clinical studies to consolidate procedures in this field with more prolonged evaluation periods.

CLINICAL TRIAL REGISTRATION: The study was retrospectively registered with ClinicalTrials.gov (ID: NCT04606719 ) in 28/10/2020.

PMID:39789544 | DOI:10.1186/s12903-024-05378-0

J Transl Med. 2025 Jan 9;23(1):34. doi: 10.1186/s12967-024-06012-x.

ABSTRACT

BACKGROUND: Recent research indicates a role of gut microbiota in development and progression of life-threatening diseases such as cancer. Carcinomas of the biliary ducts, the so-called cholangiocarcinomas, are known for their aggressive tumor biology, implying poor prognosis of affected patients. An impact of the gut microbiota on cholangiocarcinoma development and progression is plausible due to the enterohepatic circulation and is therefore the subject of scientific debate, however evidence is still lacking. This review aimed to discuss the suitability of complex cell culture models to investigate the role of gut microbiota in cholangiocarcinoma progression.

MAIN BODY: Clinical research in this area is challenging due to poor comparability of patients and feasibility reasons, which is why translational models are needed to understand the basis of tumor progression in cholangiocarcinoma. A promising approach to investigate the influence of gut microbiota could be an organoid model. Organoids are 3D cell models cultivated in a modifiable and controlled condition, which can be grown from tumor tissue. 3D cell models are able to imitate physiological and pathological processes in the human body and thus contribute to a better understanding of health and disease.

CONCLUSION: The use of complex cell cultures such as organoids and organoid co-cultures might be powerful and valuable tools to study not only the growth behavior and growth of cholangiocarcinoma cells, but also the interaction with the tumor microenvironment and with components of the gut microbiota.

PMID:39789543 | DOI:10.1186/s12967-024-06012-x

Sci Total Environ. 2025 Jan 8;961:178401. doi: 10.1016/j.scitotenv.2025.178401. Online ahead of print.

ABSTRACT

Poor water, sanitation, and hygiene (WASH) are the primary risks of exposure to enteric viral infection. Our study aimed to describe the role of WASH conditions and practices as risk factors for enteric viral infections in children under 5. Literature on the risk factors associated with all-cause diarrhea masks the taxa-specific drivers of diarrhea from specific pathogens, limiting the application of relevant control strategies. We analyzed data from children enrolled in the Global Enteric Multicenter Study (GEMS) across seven study sites between December 2007 and March 2011 as cases (moderate-to-severe diarrhea: MSD) and asymptomatic controls. MSD was defined as new and acute diarrhea, with at least one of the following criteria for MSD: dehydration based on the study clinician’s assessment, dysentery, or hospitalization with diarrhea or dysentery. Multiple logistic regression was used to examine the role of water quality, sanitation access, and hygiene facilities on the enteric viral pathogens adjusted for potential covariates. Among MSD symptomatic children (cases), longer water retrieval time (≥15 vs <15 min) was associated with increased Norovirus (aOR 1.33, 95 % CI 1.08-1.64) and Astrovirus (aOR 1.43, 95 % CI 1.01-2.02); scooping as drinking water retrieval method was associated with lower Rotavirus (aOR 0.77, 95 % CI 0.62-0.96), but higher Adenovirus (aOR 2.3, 95 % CI 1.32-4.11) infection compared to non-users. Among asymptomatic children (controls), consumption of non-tube well drinking water was associated with higher Norovirus infection (aOR 1.38, 95 % CI 1.01-1.89). Longer drinking water retrieval time (≥15 vs <15 min) increased Norovirus (aOR 1.47, 95 % CI 1.21-1.78) and Rotavirus (aOR 1.51, 95 % CI 1.20-1.89) infections. Pouring (aOR 0.51, 95 % CI 0.32-0.83) or scooping drinking water with a cup (aOR: 0.52; 95 % CI: 0.32, 0.86) lower Astrovirus infection; restricted water access (aOR 1.57, 95 % CI 1.21-2.02) higher Rotavirus infection. Handwashing before cooking was associated with lower Astrovirus (aOR 0.64, 95 % CI 0.47-0.88) infection in asymptomatic children. Our analysis did not find a significant effect of poor sanitation on different enteric viral pathogens examined. Norovirus and Astrovirus were detected more commonly in sub-Saharan Africa while Rotavirus was less prevalent than South Asia. Though we found statistically significant associations, we did not observe any overall pattern between WASH and enteric viral pathogens. Our findings provide insights to guide further research on targeted interventions for enteric viral pathogens, responsible for a major burden of pediatric diarrhea globally.

PMID:39787644 | DOI:10.1016/j.scitotenv.2025.178401

Lung Cancer. 2025 Jan 4;199:108080. doi: 10.1016/j.lungcan.2025.108080. Online ahead of print.

ABSTRACT

BACKGROUND: Manual extraction of real-world clinical data for research can be time-consuming and prone to error. We assessed the feasibility of using natural language processing (NLP), an AI technique, to automate data extraction for patients with advanced lung cancer (aLC). We assessed the external validity of our NLP-extracted data by comparing our findings to those reported in the literature.

METHODS: Patients diagnosed with stage IIIB or IV lung cancer between January 2015 to December 2017 at Princess Margaret Cancer Centre who received at least one dose of systemic therapy were included. Their electronic health records were provided to Pentavere’s NLP platform, DARWEN^TM, in March 2019. Descriptive statistics summarized baseline patient and cancer characteristics, molecular biomarkers, and first-line systemic therapies. Cox multivariate models were used to evaluate prognostic factors for advanced non-small cell lung cancer (NSCLC) and small-cell lung cancer (SCLC) cohort.

RESULT: NLP extracted clinical information (n = 333 patients) in a total of 8 hours, with only a few missing data for smoking status (n = 2), and Eastern Cooperative Oncology Group (ECOG) status (n = 5). Baseline patient and cancer characteristics summarized from NLP-extracted data were comparable to those in previous studies and population reports. For NSCLC patients, being male (HR 1.44, 95 % CI [1.04, 2.00]), having worse ECOG (1.48 [1.22, 1.81]), and having liver (2.24 [1.45, 3.46]), bone (2.09 [1.48, 2.96]), or lung metastases (2.54 [1.05, 2.26]) were associated with worse survival outcomes. For SCLC patients, having older age (HR 1.70 per 10 years, 95 % CI [1.10, 2.63]) and liver metastases (3.81 [1.61, 9.01]) were associated with worse survival outcomes.

CONCLUSION: Our study demonstrated that automated data extraction using NLP is feasible and time efficient. Additionally, the NLP-extracted data can be used to identify valid and useful clinical endpoints for research. NLP holds significant potential to accelerate the extraction of real-world data for future observational studies.

PMID:39787636 | DOI:10.1016/j.lungcan.2025.108080

J Geriatr Oncol. 2025 Jan 8;16(2):102184. doi: 10.1016/j.jgo.2024.102184. Online ahead of print.

ABSTRACT

INTRODUCTION: The use of taxanes in the adjuvant setting of early breast cancer (BC) confers survival benefits, however, their role in older patients merits further study. This retrospective pooled analysis of randomized controlled trials conducted by the Hellenic Oncology Research Group (HORG) aims to assess the efficacy and safety of taxane-based adjuvant chemotherapy in older women with BC.

MATERIALS AND METHODS: Five phase III trials containing a taxane, conducted by HORG between 1995 and 2013, were included in a patient-data pooled analysis. The primary endpoint was disease-free survival (DFS) at three years, whereas secondary outcomes included overall survival (OS) at five years and toxicity.

RESULTS: A total of 3,026 randomized patients, of whom 701 (23 %) were ≥ 65 years old (median age 69 years; range 65-80), were included in the analysis. No statistically significant heterogeneity in survival was observed between older and younger patients. Within the cohort of older patients, taxane-based regimens were superior to 5-fluorouracil, epirubicin, and cyclophosphamide (FE₇₅C) regimen in terms of three-year DFS (92.02 % vs 77.17 %; p < 0.001) and five-year OS (94.38 % vs 72.64 %; p < 0.001), respectively. A higher number of older patients discontinued treatment compared to younger patients (5.7 % vs 2.9 %; p < 0.001), mainly due to toxicity (3.4 % vs 1.8 %; p = 0.01). The incidence of grade 3-4 neutropenia (35.4 % vs 29.8 %; p = 0.006) and thrombocytopenia (0.8 % vs 0.3 %; p = 0.049) was higher for patients aged ≥65 years compared to those aged <65 years; however, there was no difference in terms of febrile neutropenia and non-hematologic toxicity.

DISCUSSION: Taxane-based adjuvant chemotherapy offers significant survival benefits in older patients with BC, similar to younger patients, yet with increased toxicity.

PMID:39787634 | DOI:10.1016/j.jgo.2024.102184