Categories
Nevin Manimala Statistics

Quality of human resources staff ethnicity data in health in Aotearoa New Zealand: an audit of “not stated” staff ethnicity and a data linkage assessment

N Z Med J. 2026 Mar 27;139(1632):24-43. doi: 10.26635/6965.7013.

ABSTRACT

AIM: Our aim was to assess the quality of ethnicity data in the Health New Zealand – Te Whatu Ora human resources (HR) databases.

METHODS: This project involved two components. 1) Staff with “not stated” or missing ethnicity in their HR records were identified from Auckland and Waitematā district HR databases on 30 April 2018 and 2 August 2018. They were asked their ethnicity using the Standard questions via an online survey. 2) Staff data were extracted in June 2017 and linked to the National Health Index (NHI) ethnicity data. The concordance of ethnicity data between the two datasets was assessed in three categories: exact match, partial match or total mismatch.

RESULTS: 1) Of the 17,539 staff, the proportions with “not stated” ethnicity were 15.1% at Auckland district and 6.4% at Waitematā district. Among those, 727 Auckland staff and 122 Waitematā staff responded to the survey to update their ethnicity. These respondents most identified as European (64%), followed by Asian (15%) and Pacific and Māori (5% each). 2) Of the 17,539 staff, 86% had matched ethnicity between the HR dataset and the NHI dataset (kappa 0.77, p<0.0001), with the highest agreement level being Asian (93%), followed by European (86%), Pacific (84%) and Māori (83%).

CONCLUSIONS: This project assessed the extent of “not stated” staff ethnicity data and misclassification in two large health districts. Staff with “not stated” on their records were willing to provide their ethnicity data when asked the Standard question. This project suggests the need for quality improvement activities in recording HR ethnicity data to support planning and monitoring workforce diversity.

PMID:41886684 | DOI:10.26635/6965.7013

Categories
Nevin Manimala Statistics

Internet Addiction Among School Children: Cross-Sectional Analytical Study

JMIR Form Res. 2026 Mar 26;10:e68318. doi: 10.2196/68318.

ABSTRACT

BACKGROUND: Internet use is rapidly increasing in Sri Lanka. Excessive use can lead to addiction with significant consequences, particularly among adolescents. While internet addiction has been documented worldwide, data from Sri Lanka remain limited. A validated local tool is required to assess the prevalence and associated factors in this population.

OBJECTIVE: This study aimed to translate and validate the Young Internet Addiction Test (IAT) into Sinhala, assess the prevalence of internet addiction among school-going adolescents aged 15 to 19 years in the Western Province of Sri Lanka, and identify demographic and behavioral characteristics associated with internet addiction.

METHODS: We conducted a 2-phase cross-sectional analytical study in Colombo and Gampaha districts. Phase 1 involved translation and validation of the Sinhala IAT using confirmatory factor analysis (n=200) and test-retest reliability assessment (n=40). Phase 2 involved multistage stratified cluster sampling to recruit 2835 students. Participants completed self-administered questionnaires assessing demographics, internet use patterns, and internet addiction.

RESULTS: The Sinhala IAT demonstrated excellent internal consistency (Cronbach α=0.98) and strong test-retest reliability (r=0.95; P<.001). Among 2835 students with complete data, 1803 (63.6%) were current internet users. The overall prevalence of internet addiction among internet users was 12.6% (227/1803; 95% CI 11.2%-14.0%), including mild addiction at 8.2% (147/1803; 95% CI 6.9%-9.5%), moderate addiction at 3.5% (64/1803; 95% CI 2.7%-4.5%), and severe addiction at 0.9% (16/1803; 95% CI 0.4%-1.4%). No significant associations were found with sex (male and female; odds ratio 1.13, 95% CI 0.86-1.49; P=.14), age group (P=.23), or parental education (P=.34). The most common online activities were entertainment (1522/1803, 84.4%), gaming (1251/1803, 69.4%), and social media use (1127/1803, 62.5%). Mean daily use was 2.1 (SD 1.8) hours, with 10.0% (180/1803) reporting single sessions of ≥6 hours.

CONCLUSIONS: This study provides the first systematic evidence of internet addiction in adolescents in Sri Lanka. The predominance of mild to moderate severity suggests an opportunity for early intervention.

PMID:41886680 | DOI:10.2196/68318

Categories
Nevin Manimala Statistics

Oral nutritional interventions in hospitalised older people at nutritional risk: a network meta-analysis of individual participant data

Cochrane Database Syst Rev. 2026 Mar 26;3:CD015468. doi: 10.1002/14651858.CD015468.pub2.

ABSTRACT

RATIONALE: Malnutrition affects 35% to 64% of hospitalised older people, and is associated with adverse health outcomes such as disease complications and hospital readmission. Identifying effective nutritional interventions is essential to improve clinical outcomes and reduce healthcare costs in this population.

OBJECTIVES: To evaluate the effects of various nutritional interventions, compared with either a control group (standard care or placebo) or each other, on patient-relevant outcomes in hospitalised older people at risk of or with established malnutrition, and to rank the effects of these different interventions using network meta-analysis (NMA) based on individual participant data (IPD).

SEARCH METHODS: We searched CENTRAL, MEDLINE, five other databases, and two trial registries to 2 July 2024, and checked the reference lists of included studies and relevant systematic reviews.

ELIGIBILITY CRITERIA: We included older people (≥ 65 years) hospitalised for different acute conditions at risk of or with malnutrition enrolled in randomised controlled trials (RCTs) comparing oral nutritional interventions with control or each other. For RCTs that met our inclusion criteria, either fully or partially, we requested IPD from the study authors. If we did not receive a response or IPD were unavailable, we used published aggregated data. We excluded RCTs that only partially met the eligibility criteria if neither IPD nor sufficient aggregated data were obtainable.

OUTCOMES: Critical outcomes were all-cause mortality, serious adverse events (SAEs), and functional status (e.g. activities of daily living). Important outcomes were health-related quality of life (HRQoL), length of hospital stay (LOS), body weight, and fat-free mass. The main outcome assessment time point was at hospital discharge or 30 days after randomisation.

RISK OF BIAS: We used the Cochrane risk of bias 2 (RoB 2) tool.

SYNTHESIS METHODS: For each outcome, we first analysed IPD within each study. Second, we pooled results in an NMA which also included the aggregated data from RCTs without available IPD. We performed random-effects NMAs based on the frequentist approach and ranked treatments by P-scores. We rated the certainty of evidence using the GRADE approach.

INCLUDED STUDIES: We included 21 RCTs (72 reports; 12 RCTs with IPD) with 3309 older participants (mean age ranged from 75 to 85 years; 1863 participants with IPD) with different acute conditions. Interventions included the provision of additional protein (three studies), energy supplements (two studies), oral nutritional supplements (ONS; eight studies), individualised feeding support (two studies), and comprehensive individualised nutritional care (eight studies). In all but two RCTs, interventions were compared to control (standard care with or without a placebo). We judged 16.1% of outcome assessments to be at low risk of bias and 16.8% at high risk.

SYNTHESIS OF RESULTS: ONS may reduce all-cause mortality (risk ratio (RR) 0.46, 95% confidence interval (CI) 0.25 to 0.84; absolute risk difference 57 fewer deaths per 1000 people, 95% CI 79 fewer to 17 fewer; low-certainty evidence) compared to control, while comprehensive individualised nutritional care may show little to no effect (RR 0.98, 95% CI 0.55 to 1.73; 1 fewer per 1000 people, 95% CI 26 fewer to 46 more; low-certainty evidence). For all other treatment comparisons, the evidence is very uncertain (NMA with 13 RCTs, 2728 participants; Q between designs: not applicable (NA)). ONS may reduce SAEs compared to control (RR 0.56, 95% CI 0.32 to 0.95; 84 fewer SAEs per 1000 people, 95% CI 131 fewer to 10 fewer; Q between designs: Q 1.95, df 2, P = 0.3772; low-certainty evidence). For all other treatment comparisons, the evidence is very uncertain (NMA with 14 RCTs, 2184 participants). Comprehensive individualised nutritional care may make little to no difference in activities of daily living compared to control (standardised mean difference (SMD) 0.06, 95% CI -0.08 to 0.20; low-certainty evidence) and ONS compared to energy supplements (SMD -0.15, 95% CI -0.53 to 0.23; low-certainty evidence). For all other treatment comparisons, the evidence is very uncertain (NMA with 5 RCTs, 1128 participants; Q between designs: NA). Energy supplements probably make little to no difference in HRQoL compared with ONS (mean difference (MD) 0.01, 95% CI -0.06 to 0.08; Q between designs: NA; moderate-certainty evidence). All other comparisons of different nutritional interventions may make little to no difference to HRQoL (NMA with 3 RCTs, 1513 participants). The provision of additional protein, energy supplements, ONS, and comprehensive individualised nutritional care may make little to no difference in LOS compared to control (18 RCTs, 3013 participants; Q between designs: Q 2.86, df 3, P = 0.4145). Body weight (16 RCTs, 2114 participants; Q between designs: Q 2.03, df 3, P = 0.5655) may increase with ONS when compared to control (MD 0.9 kg, 95% CI 0.37 to 1.42) or comprehensive individualised nutritional care (MD 1.00 kg, 95% CI 0.12 to 1.87), but the evidence is very uncertain. Energy supplements and ONS probably have similar effects on body weight (MD 0.11 kg, 95% CI -0.85 to 0.63; moderate-certainty evidence). For fat-free mass, no meta-analysis was possible. One RCT (102 participants) compared ONS with energy supplements and found little or no difference between groups (MD 0.13 kg, 95% CI -0.63 to 0.90; low-certainty evidence), while evidence regarding the effects of additional protein compared with control was very uncertain (1 RCT, 19 participants). Rankings of treatments by P-scores were not consistent across outcomes.

AUTHORS’ CONCLUSIONS: In older hospitalised people at risk of or with malnutrition, oral nutritional supplements may reduce mortality and SAEs compared to control 30 days after randomisation. For other outcomes, there may be little or no differences in results. Overall, the evidence was of low to very low certainty, primarily due to a limited number of studies and participants per comparison. The comparison of treatment effects across outcomes was constrained by variations in network structure. When interpreting the results, the heterogeneity of the population in terms of acute and chronic conditions needs to be considered. To improve certainty, adequately powered studies with robust methodologies should compare interventions with controls as well as against each other.

FUNDING: The German Federal Ministry of Education and Research funded this work (grant number: 01KG2102).

REGISTRATION: Protocol (2022) doi.org/10.1002/14651858.CD015468.

PMID:41886673 | DOI:10.1002/14651858.CD015468.pub2

Categories
Nevin Manimala Statistics

Cohort Profile: SARS-CoV-2 Immunity and Reinfection EvaluatioN (SIREN)

Int J Epidemiol. 2026 Feb 18;55(2):dyag032. doi: 10.1093/ije/dyag032.

NO ABSTRACT

PMID:41886063 | DOI:10.1093/ije/dyag032

Categories
Nevin Manimala Statistics

Selecting Raman spectra filtering based on an exhaustive statistical approach for inline bioprocesses monitoring using Sf9 insect cells

Bioprocess Biosyst Eng. 2026 Mar 26. doi: 10.1007/s00449-026-03301-1. Online ahead of print.

NO ABSTRACT

PMID:41886061 | DOI:10.1007/s00449-026-03301-1

Categories
Nevin Manimala Statistics

Genomic characterization and infectivity assessment of Monkeypox virus from the 2022 Croatian outbreak

Eur J Clin Microbiol Infect Dis. 2026 Mar 26. doi: 10.1007/s10096-026-05472-x. Online ahead of print.

NO ABSTRACT

PMID:41886045 | DOI:10.1007/s10096-026-05472-x

Categories
Nevin Manimala Statistics

Impact of COVID-19 vaccination on radiation-induced lung injury in breast cancer patients: a retrospective cohort study

Discov Oncol. 2026 Mar 26. doi: 10.1007/s12672-026-04899-0. Online ahead of print.

ABSTRACT

BACKGROUND: The safety of COVID-19 vaccination during radiotherapy remains a concern among oncologists. This study investigates whether vaccination increases the risk of radiation-induced lung injury (RILI) in breast cancer patients.

METHODS: We retrospectively analyzed 157 breast cancer patients treated with radiotherapy between April 2021 and October 2022. Lung injury was assessed through post-treatment imaging and correlated with COVID-19 vaccination status.

RESULTS: Of 157 patients, 70 (44%) developed radiologic signs of radiation induced lung injury. Most patients (85%) were vaccinated. Statistical analysis revealed no significant association between vaccination status and injury risk (Chi-square p = 0.3569; logistic regression p = 0.646, OR = 1.063, 95% CI: 0.821-1.383). A non-significant trend toward reduced injury was noted in the two-dose subgroup.

CONCLUSION: The findings of this study indicate that the administration of the COVID-19 vaccine prior to the commencement of radiation therapy is not associated with an increased likelihood of pulmonary toxicity. Although a slight protective effect was observed with two vaccine doses, it was not statistically significant. The retrospective nature of the study and the limited sample size necessitate the execution of larger, prospective, long-term follow-up studies to elucidate the underlying immunological mechanisms.

PMID:41886012 | DOI:10.1007/s12672-026-04899-0

Categories
Nevin Manimala Statistics

The evolving management of adrenal metastases

Eur Radiol. 2026 Mar 26. doi: 10.1007/s00330-026-12486-8. Online ahead of print.

NO ABSTRACT

PMID:41885926 | DOI:10.1007/s00330-026-12486-8

Categories
Nevin Manimala Statistics

The safety and effectiveness of ethanol embolosclerotherapy in the treatment of arterio-venous malformations: a systematic review and meta-analysis

Eur Radiol. 2026 Mar 26. doi: 10.1007/s00330-026-12401-1. Online ahead of print.

ABSTRACT

This systematic review and meta-analysis evaluates the safety and effectiveness of ethanol embolosclerotherapy for musculoskeletal and soft tissue arteriovenous malformations. Thirty-three studies comprising 920 patients were included. Symptom resolution or improvement was achieved in 96% (95% CI: 92-98%) of patients after multiple treatments and in 25% (95% CI: 16-37%) following a single treatment. Outcomes were more favourable in younger patients (SMD = 0.35, 95% CI: 0.02-0.68, p = 0.04) and varied by anatomical site, with lower success rates in hand/foot lesions. Major adverse events occurred in 2% (95% CI: 1-3%) of treatments. Clinical (Schöbinger type II vs III lesions) and angiographic (Cho-Do type II vs III lesions) classifications did not significantly predict outcomes. These findings support ethanol embolosclerotherapy as an effective treatment for arteriovenous malformations, particularly in younger patients. KEY POINTS: Question What is the overall effectiveness and safety of ethanol embolosclerotherapy in treating high-flow arteriovenous malformations? Findings Ethanol embolosclerotherapy improved or resolved symptoms in 96% of patients, with major adverse events occurring in only 2% of treatments. Clinical relevance The results provide strong evidence for the continued use of ethanol embolosclerotherapy in the treatment of arteriovenous malformations and support earlier intervention when possible. This review offers clinicians a summary reference of treatment practices used across multiple centres.

PMID:41885924 | DOI:10.1007/s00330-026-12401-1

Categories
Nevin Manimala Statistics

Development of a Line of Care for the Health of People Who Engage in Chemsex: Protocol for a Multimethod Study

JMIR Res Protoc. 2026 Mar 26;15:e84068. doi: 10.2196/84068.

ABSTRACT

BACKGROUND: Chemsex, defined as the intentional use of psychoactive substances to enhance sexual experiences, is associated with increased risk of sexually transmitted infections (STIs), mental health harms, and disruptions in continuity of care, particularly among men who have sex with men. In Brazil, health services lack an integrated, stigma-sensitive care pathway (CP) for prevention, clinical management, and harm reduction. Embedding a CP within the Health Care Network (HCN) is essential to organize access, continuity, and quality of care.

OBJECTIVE: This study aims to develop an evidence-informed CP for people who engage in chemsex, grounded in the needs of users, managers, and health professionals within the HCN, and supported by educational tools and implementation strategies.

METHODS: This sequential multimethod study is guided by the Knowledge-to-Action framework. Phase 1 (predevelopment) focuses on establishing partnerships and mapping the local context. Phase 2 (Knowledge Creation) includes (1) cross-sectional surveys with adults from the general population (target n≈1600) to estimate chemsex prevalence and associated factors, and with managers (n≈54) and health professionals (n≈135) to assess knowledge, attitudes, practices, barriers, and stigma; (2) a scoping review following established methodological guidelines; and (3) triangulation and concept mapping to integrate quantitative and qualitative findings. Data will be collected via REDCap (Research Electronic Data Capture), online and in person, during testing events. Quantitative analyses will involve descriptive statistics and regression models. Interviews and focus groups will undergo thematic analysis supported by Nvivo software. Educational products will be developed and evaluated for appearance, content, and usability by experts using a content validity index ≥0.78 as a cutoff. Phase 3 (Action Cycle) includes adapting knowledge to the local context, co-designing and validating the CP with stakeholders, piloting implementation in priority municipalities, and establishing monitoring processes. Process indicators (eg, number of trained professionals, educational activities, rapid tests performed, and app engagement) and outcome indicators (eg, STI testing and linkage to care, service use across the HCN) will be monitored through official information systems.

RESULTS: Ethical approval was obtained in April 2025. Recruitment and data collection began in June 2025 through online and in-person strategies. By December 2025, 3061 individuals had been screened online, and 1723 participants had undergone rapid testing for STIs. Data collection is expected to conclude by June 2026, followed by data cleaning and preliminary analyses between April and June 2026, inferential and qualitative analyses between July and September 2026, and CP development and validation between October and December 2026.

CONCLUSIONS: This protocol will generate a CP tailored to chemsex and validated educational resources to support harm reduction, mental health, and STI prevention within the HCN. Findings are expected to inform inclusive policies, reduce stigma, and strengthen care coordination within Brazil’s Unified Health System.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/84068.

PMID:41885921 | DOI:10.2196/84068