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Nevin Manimala Statistics

A Tailored mHealth Intervention for Improving Antenatal Care Seeking and Its Determinants Among Pregnant Adolescent Girls and Young Women in South Africa: Pilot Randomized Controlled Trial

JMIR Mhealth Uhealth. 2025 Oct 3;13:e59144. doi: 10.2196/59144.

ABSTRACT

BACKGROUND: Adolescent pregnancy is of public health concern due to high rates of pregnancy-related complications and lower antenatal attendance among adolescent girls and young women. Mobile health (mHealth) interventions have the potential to improve pregnancy health behaviors and thereby birth outcomes.

OBJECTIVE: This pilot randomized controlled trial with pre-post design evaluated user acceptability and preliminary efficacy of an mHealth intervention to improve antenatal appointment attendance and its determinants among pregnant adolescent girls and young women in South Africa.

METHODS: The “Teen MomConnect” intervention entailed both fixed and 2-way tailored SMS text messages about antenatal appointment keeping and pregnancy health behaviors. The intervention content and functionality were adapted from MomConnect, a national mHealth program that sends fixed SMS text messages to pregnant women in South Africa. Pregnant adolescent girls and young women aged 13-20 years were recruited from health facilities and community networks in Cape Town during May-December 2018. Simple 1:1 randomization was used to allocate participants into the control group that received the standard MomConnect maternal health messages or the experimental group that received the Teen MomConnect intervention. A subset of experimental group participants received an in-person motivational interviewing session. Questionnaires were administered at baseline and after the end of the participants’ pregnancies. Appointment attendance data were obtained from clinic records. ANOVA, ANCOVA, and logistic regression models assessed the differences in appointments attended, awareness of HIV status, and the psychosocial determinants of antenatal attendance between the control and experimental groups.

RESULTS: Overall, 412 adolescent girls and young women were enrolled, of which 254 (62%) completed the posttest survey (64% control, 59% intervention). Patient record data were obtained for 222 of the 412 (54%; in both control and intervention) participants. A total of 84% (63/75) and 72% (54/75) rated the intervention messages highly regarding their content value and their motivational nature for behavior change, respectively. Participants responded to an average of 20% of the 2-way messages they received. Mean appointment attendance did not differ significantly between the experimental (4.86, SD 1.76) and control (4.79, SD 1.74; P=.79) groups. Appointment attendance was higher among intervention participants who responded to ≥50% of messages (“high-responders”; 5.08, SD 1.66) than intervention participants who responded to fewer messages (4.82, SD 1.79) and control participants (4.79, SD 1.74; P=.86). The mean increase in knowledge scores was significantly higher among experimental group high-responders (2.1, SD 3.17) than the control group (0.7, SD 2.73; β=1.50; P=.045).

CONCLUSIONS: Engagement with the intervention’s 2-way messaging was low, which could have impacted the outcomes. However, the intervention content was deemed acceptable. Appointment attendance did not vary significantly between the intervention and control groups. More intensive intervention may be needed to impact appointment adherence.

TRIAL REGISTRATION: Pan African Clinical Trial Registry (PACTR) PACTR201912734889796; https://pactr.samrc.ac.za/TrialDisplay.aspx?TrialID=9565.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/43654.

PMID:41043139 | DOI:10.2196/59144

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Nevin Manimala Statistics

National Electronic Health Record Coverage in Pacific Island Countries and Territories: Environmental Scan

J Med Internet Res. 2025 Oct 3;27:e71212. doi: 10.2196/71212.

ABSTRACT

BACKGROUND: Pacific Island countries and territories (PICTs) face unique challenges in delivering health care and sustaining digital health systems. These challenges include geographically dispersed populations and service delivery points, workforce shortages, and poor infrastructure. National electronic health records (EHRs) can strengthen health systems by facilitating continuity of care but are only available in 47% of countries worldwide. The status of national EHRs in PICTs has not been previously described in the published literature.

OBJECTIVE: This study aimed to map national EHR coverage in 14 PICTs of the World Health Organization (WHO) Western Pacific Region classified as Small Island Developing States (SIDS). This included the presence or absence of a national EHR; identification of EHR software used; coverage nationally and across primary, secondary, and tertiary facilities; presence or absence of supporting digital health or health information system strategies and policies; comparison of national EHR coverage in PICTs with national EHR coverage globally; and exploration of a relationship between EHR coverage and country income in PICTs.

METHODS: Given the absence of peer-reviewed literature on EHRs in PICTs, an environmental scan methodology was selected to review gray literature sources. We conducted a 3-stage environmental scan to systematically search publicly available websites across government, bilateral, multilateral, and philanthropic organizations for documents describing the status of national EHR implementations in the aforementioned 14 PICTs.

RESULTS: Of the 14 PICTs assessed, 12 countries (86%) have an EHR implemented at some level of the public health system, and 8 (57%) have a single national system implemented at more than one facility. Although this is higher than national EHR coverage rates globally (57/122, 47%), average coverage across the 12 PICTs using EHRs was only 39% (median 16%). We also identified a positive relationship between EHR coverage and country income status and generally medium to high EHR coverage across tertiary hospitals (19/41, 46%) and secondary care facilities (29/77, 38%) but low implementation at primary care facilities (61/4158, 1.5%). EHR coverage across all facilities in the 14 countries assessed was 2.5% (108/4267). EHR software used includes Tamanu (Nauru, Palau, Samoa, Kiribati, Fiji [Aspen Medical public-private partnership hospitals]), Medtech (Cook Islands, Niue), Vesalius (Tonga), PATIS Plus (Fiji), and custom systems.

CONCLUSIONS: Our findings demonstrate, for the first time, that EHRs are being implemented in PICTs, including at scale in some settings. Despite high apparent coverage in some PICTs, the success of implementation and health worker usage remains unclear. Gray literature indicates that some EHRs currently available are failing or incapable of scaling nationally. To support sustainability of national EHRs in PICTs, governments should prioritize the implementation of fit-for-purpose, open-source, and scalable EHRs, and future studies should assess the success of EHR adoption and impact in the region.

PMID:41043138 | DOI:10.2196/71212

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Nevin Manimala Statistics

Association Between Age and Severity at Disability Onset and All-Cause Mortality: Longitudinal Observational Study From the Health and Retirement Study

JMIR Aging. 2025 Oct 3;8:e73254. doi: 10.2196/73254.

ABSTRACT

BACKGROUND: Disability is a global public health challenge, with its prevalence increasing, particularly among older adults, and it exerts a profound impact on both health outcomes and mortality rates.

OBJECTIVE: This study investigates the associations between age at disability onset, severity at disability onset, and all-cause mortality in community-dwelling adults.

METHODS: We analyzed data from waves 10 to 16 (2010-2023) of the Health and Retirement Study, a nationally representative longitudinal survey of US adults aged ≥51 years. Participants without disabilities in activities of daily living (ADLs) or instrumental activities of daily living (IADLs) from the Health and Retirement Study were followed biennially until December 31, 2023. During the follow-up period, 4500 participants developed ADL disability and 4260 developed IADL disability. For each case participant, a control participant matched for age (+1 to -1 y) and sex was randomly selected. Multivariable Cox proportional hazards models were used to assess hazard ratios (HRs) for all-cause mortality among participants with new-onset disabilities, stratified by age groups and severity at disability onset.

RESULTS: Over a median follow-up duration of 8.58 years, 1709 (37.98%) deaths occurred in the ADL group and 1832 (43%) deaths occurred in the IADL group. Individuals who developed ADL disability before the age of 55 years exhibited the highest all-cause mortality risk compared to matched controls (HR 3.12, 95% CI 1.85-5.26), which further increased with severe disability (HR 4.07, 95% CI 2.03-8.19). The mortality risk was inversely associated with age at onset. A parallel trend was identified in the IADL cohort. Notably, men demonstrated a significantly elevated mortality risk compared to women, emphasizing the need for gender-specific interventions.

CONCLUSIONS: Early and severe disability onset significantly increases mortality risk, with men experiencing a disproportionately higher risk. Preventive strategies aimed at addressing early-onset and severe disability, with consideration of gender differences, are essential for improving long-term outcomes in affected populations.

PMID:41043133 | DOI:10.2196/73254

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Longitudinal Association of a Polygenic Risk Score for Plasma T-Tau With Incident Alzheimer Dementia and Mild Cognitive Impairment

Neurology. 2025 Nov 11;105(9):e213904. doi: 10.1212/WNL.0000000000213904. Epub 2025 Oct 3.

ABSTRACT

BACKGROUND AND OBJECTIVES: Elevated levels of total tau (t-tau) are a key biomarker of neurodegeneration, often seen in Alzheimer disease (AD). Identifying individuals at increased risk of AD using minimally invasive biomarkers can enable early intervention. We developed a polygenic risk score (PRS) for plasma t-tau and examined its association with the risk for developing clinical endophenotypes of AD pathology.

METHODS: This longitudinal cohort study used data from the Hellenic Longitudinal Investigation of Aging and Diet (HELIAD) study, involving individuals aged 65 years or older, free of AD, or amnestic mild cognitive impairment (aMCI-an AD prodrome) at baseline. Our primary exposure was PRStau, a PRS based on common genetic variants linked to plasma tau levels. The primary outcome was aMCI or AD incidence. We assessed the association between PRStau levels and aMCI/AD risk using Cox regression models adjusted for age, sex, education, APOE ε4 allele carriership, and population structure. We sought replication in a sample of UK Biobank (UKB) participants aged 60 years or older without prevalent dementia.

RESULTS: In the HELIAD sample, among 618 cognitively healthy participants (mean age 73.37 years, 58.4% female), followed for 2.92 ± 0.80 years, 73 developed AD/aMCI. A 1 SD increase in PRStau was linked to a 29% higher AD/aMCI risk (hazard ratio [HR] 1.290, 95% CI 1.006-1.654). Stratified analyses revealed greater effect estimates in women (HR 1.451, 95% CI 1.023-2.058) and younger participants (HR 1.866, 95% CI 1.175-2.962), whereas results in men and older participants did not reach statistical significance. In the UKB sample (n = 142,637, mean age 64.2 years, 52% female), 2,737 participants developed AD over 12.9 ± 2.4 years of follow-up. Higher PRStau was also linked to increased AD risk (HR 1.046, 95% CI 1.007-1.086).

DISCUSSION: These results support the potential utility of PRS for plasma t-tau in predicting AD/aMCI incidence. The relationship between genetic predisposition for elevated plasma t-tau levels and AD pathology might be influenced by sex and age, suggesting that these factors should be considered in AD genetic risk modeling. PRS could serve as an early indicator of genetic propensity for tau pathology, enhancing existing AD diagnostic and risk stratification algorithms.

PMID:41043097 | DOI:10.1212/WNL.0000000000213904

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Nevin Manimala Statistics

Hidden assumptions of integer ratio analyses in bioacoustics and music

Ann N Y Acad Sci. 2025 Oct 3. doi: 10.1111/nyas.70037. Online ahead of print.

ABSTRACT

Rhythm is ubiquitous in human culture and in nature, but hard to capture in all its complexity. A key dimension of rhythm, integer ratio categories occur when the relationship between temporal intervals can be expressed as small-integer ratios. Recent work has found integer ratio categories in most human musical cultures and some animal species’ vocalizations or behavioral displays. But biological systems are noisy, and empirically measured intervals rarely form an exact small-integer ratio. Here, we mathematically assess whether a leading integer ratio analysis method makes valid statistical and biological assumptions. In particular, we (1) make the temporal properties of empirical ratios explicit, both in general and for the typical use in the literature; (2) show how the choice of ratio formula affects the probability distribution of rhythm ratios and ensuing statistical results; (3) guide the reader to carefully consider the assumptions and null hypotheses of the statistical analysis; and (4) present a comprehensive methodology to statistically test integer ratios for any null hypothesis of choice. Our observations have implications for both past and future research in music cognition and animal behavior: They suggest how to interpret past findings and provide tools to choose the correct null hypotheses in future empirical work.

PMID:41043082 | DOI:10.1111/nyas.70037

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Nevin Manimala Statistics

Evaluation of Resident Participation on Specimen Margin Status in Patients Undergoing Lumpectomy

Am Surg. 2025 Oct 3:31348251385106. doi: 10.1177/00031348251385106. Online ahead of print.

ABSTRACT

In the practice of breast surgery, positive margins are a troublesome pathologic finding associated with an increased risk of local recurrence and the recommendation of re-excision. For this reason, there is an emphasis placed on negative margins for breast surgeries. In this study, we analyze surgical resident involvement in breast cancer operations and associations with margin status.MethodsA retrospective study was completed of adult female patients who underwent a lumpectomy by a single surgeon. The surgeries were categorized by resident involvement in the surgical procedure. Other variables assessed were cancer type, grade, size, neoadjuvant chemotherapy use, and oncoplastic surgery. Variables were evaluated to determine what associated with a positive margin.ResultsWhen comparing cases with and without resident involvement, no statistically significant differences were noted in patient age (65.46 ± 1.76 years vs. 66.14 ± 9.31 years, P = .560), neoadjuvant therapy (11.8% vs. 8.0%, P =.273), and tumor size (12 mm vs. 13 mm, P =.871). The number of positive margins did not differ statistically whether a resident was involved or not (20.3% vs. 16.7%, P =.420). The only variable associated with increased positive margins was adenocarcinoma mixed with ductal carcinoma in situ (DCIS) and pure DCIS, which was associated with the greatest proportions of positive margins.DiscussionUnlike some previous studies, our data reinforces it is safe to involve residents in breast conservation surgery. Specifically, program year did not significantly impact margin status. Thus, surgical training should continue to involve residents in breast surgery without fear of providing suboptimal care.

PMID:41043064 | DOI:10.1177/00031348251385106

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Nevin Manimala Statistics

Relation between demographic status and clinical characteristics of Kaposi sarcoma: a single centre study

Cutan Ocul Toxicol. 2025 Oct 3:1-8. doi: 10.1080/15569527.2025.2564432. Online ahead of print.

ABSTRACT

Kaposi sarcoma (KS) is a vascular tumour with four main clinical types-classic, endemic, iatrogenic, and epidemic-all linked to infection by human herpesvirus 8 (HHV-8). This retrospective cohort study assessed the relationship between demographic factors and clinical characteristics in 73 patients with biopsy-proven KS treated at a single dermatology centre between 2009 and 2023. Demographic and clinical data, including age, gender, birthplace, blood type, smoking, alcohol use, HIV status, tumour site, and disease stage, were collected and statistically analysed. Most patients were male (77%), with a mean age of 61 years, and the classic KS subtype predominated (86%). The majority (75%) had tumours localised to the extremities. HIV-positive status was diagnosed in 14% of cases and was strongly associated with non-extremity tumour location and increased visceral involvement. Notably, blood type showed a significant association with tumour localisation: 0Rh- and ARh- blood groups were less common in KS patients with extremity tumours. This is the first study to demonstrate a significant relationship between blood group and KS tumour site, introducing a novel epidemiological association. Smoking and alcohol consumption were each significantly linked to higher HIV positivity rates. Patients from the Mediterranean region had a higher frequency of HIV-positive KS, although birthplace did not correlate with disease stage. No associations were observed between gender and disease type. The study is limited by its retrospective design and missing data for certain variables, but it identifies potentially novel patterns-including a possible link between blood group and tumour location-and confirms known associations, such as HIV status with advanced disease. These findings underscore the complexity of KS presentation and suggest that demographic, clinical, and lifestyle factors may shape disease patterns. Prospective, multicentre studies are needed to validate these findings and guide personalised approaches to KS management.

PMID:41043032 | DOI:10.1080/15569527.2025.2564432

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Nevin Manimala Statistics

Comparison of a new virtual reality-based visual field device (oculera) with humphrey field analyzer: A single-center study

Eur J Ophthalmol. 2025 Oct 3:11206721251383750. doi: 10.1177/11206721251383750. Online ahead of print.

ABSTRACT

BackgroundTo examine the correlation between Humphrey visual field analyzer and an automated virtual reality perimetry test (Oculera visual field analyzer) in glaucoma patients and healthy individuals.MethodsThis prospective, single-center study was conducted on 93 eyes of 93 patients, 55 of whom were glaucoma patients (glaucoma group) and 38 healthy subjects (normal group). HFA II (24-2, Swedish Interactive Threshold Algorithm) and Oculera (24-2, Oculera Interactive) tests were applied to all participants. Mean deviation (MD), pattern standard deviation (PSD), and visual field index (VFI) values of both devices were obtained. The correlation between the two devices was evaluated by statistical analyses of MD, PSD, and VFI.ResultsThe MD values were -6.36 dB (-31.8 to 2.27) for HFA II and -5.80 dB (-29.1 to 2.2) for Oculera. The difference between MDs of Oculera and HFA II was -0.56 dB. Wilcoxon signed-rank test showed a statistically significant difference in MD values between Oculera and HFA II (p < 0.001). However, there was a strong correlation between MDs (r = 0.932 and p < 0.001). With this, the results of the Bland-Altman analysis evaluating the agreement between the two tests showed that the differences between the MD measurements were not within the acceptable error range and that the results of the devices could not be used interchangeably. A strong correlation was found between the two devices in terms of PSD and VFI values (r = 0.752, r = 0.910, respectively).ConclusionsThe current findings are promising for the future use of Oculera in the diagnosis and follow-up of glaucoma patients.

PMID:41043010 | DOI:10.1177/11206721251383750

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Performance of DOAC and HAS-BLED scores in predicting major bleeding in Asian patients with non-valvular atrial fibrillation receiving direct oral anticoagulants

Europace. 2025 Oct 3:euaf251. doi: 10.1093/europace/euaf251. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: The direct oral anticoagulant (DOAC) score was recently developed to predict bleeding risk in patients with atrial fibrillation (AF) receiving oral anticoagulants. However, limited data show inconsistent results comparing its performance to the conventional HAS-BLED score in Asian populations with non-valvular AF receiving DOACs.

METHODS: We enrolled 21,142 patients with non-valvular AF receiving DOACs from a multicenter database in Taiwan (June 2012-December 2021). The primary endpoint was major bleeding events. Major bleeding events were defined according to the ISTH criteria. Areas under receiver operating characteristic curves (AUCs) were calculated for each score, with differences assessed using DeLong test.

RESULTS: A total of 21,142 AF patients (mean age 75.9±11.0 years; 41% female) treated with DOAC were included in the analysis. Major bleeding events occurred in 681 patients in one-year follow-up (3.66%/year). There were 82(0.43%/year) intracranial hemorrhage event occurred. Both the DOAC and HAS-BLED scores are associated with a significant risk of major bleeding event, with only modest predictive performance (AUC <0.7). The DOAC score showed a slightly but statistically significantly higher AUC compared with the HAS-BLED score (AUC:0.670, [95 %CI:0.650-0.689]) vs. 0.642, [0.623-0.663]; P<.001). Results from several reclassification analyses favored the DOAC score. Both the two scores showed a good calibration for the low to intermediate risk categories, while the two bleeding risk scores both overestimate the risk of major bleeding risk for the high risk categories. Subgroup analyses indicated that the superiority of DOAC score over HAS-BLED score is primarily driven by elderly patients (≥75 years) and prediction in risk of gastrointestinal bleeding.

CONCLUSIONS: The DOAC score, which employs a more granular scoring system compared to the HAS-BLED score, may enable finer bleeding risk discrimination among Asian patients with non-valvular AF receiving DOAC therapy.

PMID:41043006 | DOI:10.1093/europace/euaf251

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Nevin Manimala Statistics

Variation in outcomes after metabolic bariatric surgery: multilevel analysis to assess the contribution of patient, surgeon, and hospital factors

Br J Surg. 2025 Oct 3;112(10):znaf186. doi: 10.1093/bjs/znaf186.

ABSTRACT

BACKGROUND: Metabolic bariatric surgery (MBS) quality registries monitor various outcomes, enabling the assessment of hospital performance in comparison with national benchmarks. However, if there is considerable between-surgeon outcome variation, surgeon-level feedback may be better suited. The aim of this study was to assess the extent to which patient-, surgeon-, and hospital-level factors contribute to the variation in outcomes after MBS.

METHODS: All primary procedures registered in the Dutch MBS quality registry between 1 January 2020 and 31 December 2023 were included. Outcomes included severe postoperative complications, reoperation, prolonged length of stay (LOS), readmission, textbook outcome, and achieving ≥25% total weight loss within 1 year. Multilevel logistic regression models were built for each outcome, including all available patient characteristics, operating surgeon, and hospital, to determine the variance explained by patient-, surgeon-, and hospital-level factors.

RESULTS: In total, 30 610 patients were included, operated on by 144 surgeons in 19 hospitals. Hospital-level factors contributed most to the explained variance for all outcomes, ranging from 59.6% for reoperation to 90.3% for prolonged LOS. Surgeon-level factors explained less variance, ranging from 3.2% for prolonged LOS to 28.2% for reoperation. Patient characteristics explained the least, ranging from 4.4% for textbook outcome to 13.1% for severe postoperative complications.

CONCLUSION: Variation in outcomes is mostly explained by hospital factors, rather than surgeon factors, supporting hospital-based performance feedback. The results suggest that the pre- and postoperative trajectory and perioperative care may affect MBS outcomes more than patient characteristics or surgical team performance.

PMID:41042995 | DOI:10.1093/bjs/znaf186