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Nevin Manimala Statistics

Psychiatric Disorders Among Fathers in Sweden Before, During, and After Partner Pregnancy

JAMA Netw Open. 2026 Mar 2;9(3):e262725. doi: 10.1001/jamanetworkopen.2026.2725.

ABSTRACT

IMPORTANCE: Paternal psychiatric disorders during the perinatal period can affect the health of the entire family; however, these conditions have often been underrecognized, and little is known about their incidence and timing of onset.

OBJECTIVE: To investigate incidence patterns of new-onset diagnosed psychiatric disorders among men in Sweden before, during, and after a partner’s pregnancy.

DESIGN, SETTING, AND PARTICIPANTS: This prospective cohort study used linked national register data for all fathers of children born in Sweden between January 1, 2003, and December 31, 2021, with follow-up from 1 year before to 1 year after pregnancy. Data were analyzed from October 1, 2024, to March 31, 2025.

EXPOSURES: The time during pregnancy and 1 year after childbirth (post partum) were considered the risk periods, while 1 year before pregnancy (before conception) was used as the reference period.

MAIN OUTCOMES AND MEASURES: Annual and weekly incidence rates (IRs) of clinical diagnoses of any psychiatric disorder and 9 type-specific disorders were calculated and standardized by age and calendar year. Adjusted Poisson regression analysis was used to further estimate incidence rate ratios (IRRs) of psychiatric disorders during and after pregnancy compared with before conception.

RESULTS: This study included 1 915 722 births from 1 096 198 fathers (mean [SD] age at childbirth, 33.8 [6.2] years) in Sweden. IRs of any diagnosed psychiatric disorder were lower during pregnancy (eg, pregnancy week 1: IR, 5.50 [95% CI, 4.69-6.31] per 1000 person-years) and the early postpartum period (eg, postpartum week 1: IR, 5.19 [95% CI, 4.41-5.97] per 1000 person-years) than in the corresponding preconception weeks (eg, preconception week 1: IR, 7.00 [95% CI, 5.97-8.04] per 1000 person-years); they returned to comparable rates later post partum. This pattern was also observed for IRRs of anxiety, alcohol use, and drug use (ie, the use of nonalcohol, nontobacco psychoactive drugs) disorders. IRRs of depression (eg, postpartum weeks 45-49: IRR, 1.30 [95% CI, 1.12-1.52]) and stress-related disorders (eg, postpartum weeks 45-49: IRR, 1.36 [95% CI, 1.15-1.61]), however, showed a notable 30% increase toward the end of the first postpartum year. In contrast, IRRs of diagnosis of tobacco use disorder, attention-deficit/hyperactivity disorder, bipolar disorder, or psychosis remained relatively stable before, during, and after pregnancy.

CONCLUSIONS AND RELEVANCE: In this nationwide cohort study, fathers in Sweden were less likely to be diagnosed with a psychiatric disorder during a partner’s pregnancy and early post partum than before conception, but IRs returned to comparable levels thereafter. These incidence patterns may reflect transient protection and delayed detection during the transition to fatherhood and support the need for paternal mental health surveillance, particularly for increased depression and stress-related disorders in the late postpartum period.

PMID:41870430 | DOI:10.1001/jamanetworkopen.2026.2725

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Alignment of Large Language Model Responses With Human Therapists in Motivational Interviewing

JAMA Netw Open. 2026 Mar 2;9(3):e262750. doi: 10.1001/jamanetworkopen.2026.2750.

ABSTRACT

IMPORTANCE: Large language models (LLMs) are increasingly applied to mental health contexts, yet their capacity to generate responses that align with evidence-based psychotherapy remains uncertain. Motivational interviewing (MI), a structured counseling approach, provides an empirically grounded setting for evaluating alignment between LLM-generated and human therapist responses.

OBJECTIVE: To evaluate how closely an LLM’s responses align with therapist responses in MI sessions, using automated similarity metrics.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used high-fidelity therapist-client transcripts annotated with the Motivational Interviewing Treatment Integrity system. Transcripts were sourced from publicly available counseling videos. For each therapist turn, the GPT-4o LLM generated a response using a standardized, MI-informed prompt based on the preceding conversation context. Analyses were conducted between March and May 2025.

MAIN OUTCOMES AND MEASURES: Alignment between LLM-generated and therapist responses was assessed using (1) cosine similarity based on sentence embeddings to capture semantic overlap and (2) DeepEval, a contextual deep-learning-based metric assessing coherence and contextual appropriateness. A therapist topic-consistency index quantified within-session thematic coherence and was examined as a moderator of alignment.

RESULTS: A total of 3706 therapist turns from 154 MI sessions were evaluated. Mean (SD) DeepEval scores were higher than mean (SD) cosine similarity scores (0.72 [0.31] vs 0.29 [0.20]; P < .001), suggesting limited semantic overlap despite greater contextual appropriateness. Therapist topic consistency significantly moderated similarity, where cosine similarity was higher in high-consistency than low-consistency sessions (mean [SD] difference, 0.027 [0.007]; t3706 = 3.987; P < .001), as was DeepEval score (mean [SD] difference, 0.038 [0.010]; t3706 = 3.747; P < .001). Correlation between metrics was negligible (Spearman ρ, -0.01), indicating that they captured distinct aspects of response alignment. LLM performance declined slightly across longer conversations (mean [SD] slope reduction for cosine similarity, -0.0005 [0.0016], and for DeepEval, -0.0005 [0.0022]), with increased verbosity and signs of reduced contextual grounding.

CONCLUSIONS AND RELEVANCE: In this cross-sectional study of 154 MI sessions, prompted LLMs showed general alignment with therapist responses in MI-oriented conversations, as judged by automated similarity metrics. However, limitations in long-range coherence, stylistic alignment, and the use of indirect proxies for therapeutic quality highlight the need for improved prompt design, MI-specific evaluation methods, and clinical validation before integration into mental health care.

PMID:41870428 | DOI:10.1001/jamanetworkopen.2026.2750

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Knowledge, Attitudes, and Behaviors Toward Human Papillomavirus Vaccination Among Adults in Switzerland

JAMA Netw Open. 2026 Mar 2;9(3):e262780. doi: 10.1001/jamanetworkopen.2026.2780.

ABSTRACT

IMPORTANCE: Human papillomavirus (HPV) vaccination prevents several cancers and genital warts, yet adult uptake in Switzerland remains poorly characterized. In addition to demographic factors, understanding how individuals’ knowledge, attitudes, and behaviors (KAB) are associated with vaccine uptake may support strategies to address coverage gaps.

OBJECTIVE: To estimate adult HPV vaccination uptake in Switzerland and evaluate how population-level KAB profiles are associated with vaccination uptake.

DESIGN, SETTING, AND PARTICIPANTS: This nationwide, cross-sectional, population-based survey of adults throughout Switzerland was conducted between September 2023 and September 2024. Adults aged 18 to 45 years were randomly selected from a national residential registry using disproportionate stratified sampling by age, gender, and region. Participants completed a questionnaire on HPV-related KAB, and corresponding HPV immunization data were verified from individuals’ personal vaccination records.

EXPOSURE: Individual KAB responses regarding HPV disease and vaccination, assessed through standardized questionnaires.

MAIN OUTCOMES AND MEASURES: The primary outcome was documented receipt of 1 or more HPV vaccine dose according to vaccination records. Latent class analysis was used to define KAB profiles, and multivariable logistic regression used to assess associations with HPV vaccination.

RESULTS: Of 41 645 valid addresses, 3847 individuals (9.2%) submitted both a questionnaire and a vaccination record and were included in the analysis. Among 3847 participants (2433 women [weighted 49.1%]; 1997 individuals aged 18-26 years [weighted 26.1%]), 27.2% (95% CI, 25.9%-28.6%) had received 1 or more HPV vaccine dose, with uptake varying by age (58.6% [95% CI, 56.2%-60.9%] for those aged 18-26 years vs 16.1% [95% CI, 14.6%-17.8%] for those aged 27-45 years), gender (42.8% [95% CI, 40.6%-45.0%] of women vs 12.2% [95% CI, 10.8%-13.8%] of men), and region. Three KAB profiles were identified: cluster 1 (2280 participants [52.9%]) showed high HPV awareness and perceived importance, cluster 2 (1099 participants [30.9%]) showed moderate knowledge and low perceived risk, and cluster 3 (468 participants [16.2%]) showed high uncertainty. Vaccination uptake was 41.1% (95% CI, 40.9%-41.2%) in cluster 1, 13.6% (95% CI, 13.4%-13.7%) in cluster 2, and 8.1% (95% CI, 7.9%-8.2%) in cluster 3. Lack of practitioner recommendation was the most common barrier to vaccination across profiles.

CONCLUSIONS AND RELEVANCE: In this cross-sectional study of Swiss adults, in addition to demographic factors, distinct KAB profiles were associated with HPV vaccine uptake. Tailored communication strategies that (1) reinforce practitioner engagement, (2) address risk perception and skepticism, and (3) improve informational outreach may help to address remaining coverage gaps.

PMID:41870427 | DOI:10.1001/jamanetworkopen.2026.2780

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Mode of Birth and Stroke Risk After Childbirth Among Women With Moyamoya Disease

JAMA Netw Open. 2026 Mar 2;9(3):e263112. doi: 10.1001/jamanetworkopen.2026.3112.

ABSTRACT

IMPORTANCE: There is limited large-scale evidence to guide the optimal mode of birth for patients with moyamoya disease (MMD).

OBJECTIVE: To evaluate whether the mode of birth (cesarean vs vaginal) is associated with stroke risk after childbirth for women with MMD.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study evaluated stroke outcomes up to 3 years after childbirth. A nationwide, population-based analysis was performed using data from the Health Insurance Review and Assessment Service of South Korea. Individuals with MMD from January 1, 2002, to December 31, 2023 were identified. Among 31 750 patients, those with birth-related procedure codes were selected. The study population was restricted to women aged 19 to 49 years, and those with a diagnosis of malignant neoplasm within 3 years before the index date (date of childbirth) were excluded. Data were analyzed from June 11 to September 8, 2025.

EXPOSURE: Mode of birth.

MAIN OUTCOMES AND MEASURES: The primary outcome was any stroke, defined as a composite of ischemic or hemorrhagic stroke. Secondary outcomes included ischemic stroke, hemorrhagic stroke, and transient ischemic attack.

RESULTS: Of 1683 women analyzed (mean [SD] age, 33.6 [7.8] years), 1077 (64.0%) had cesarean births, and 606 (36.0%) had vaginal births. Post partum (3 months), any stroke incidence was 63.49 and 33.33 per 1000 person-years for cesarean and vaginal births, respectively. Multivariable analyses showed no significant risk differences for any stroke by birth mode at 3 months (adjusted hazard ratio [aHR], 0.71 [95% CI, 0.26-1.97]; P = .52) or 3 years (aHR, 0.90 [95% CI, 0.55-1.47]; P = .67). A significant interaction was observed between the mode of birth and the clinical onset type of MMD for the risk of any stroke (interaction P = .04 after Bonferroni correction); the adjusted HR for vaginal vs cesarean birth was 0.10 (95% CI, 0.01-0.79) in the asymptomatic or nonvascular onset subgroup, 1.49 (95% CI, 0.73-3.03) in the ischemic onset subgroup, and 0.94 (95% CI, 0.50-1.77) in the hemorrhagic onset subgroup. Notably, stroke incidence peaked in the early postpartum period (≤6 months: 35.7 per 1000 person-years), decreased at 1 year, and thereafter remained at a similar level.

CONCLUSIONS AND RELEVANCE: In this cohort study of women with MMD, MMD itself was not found to be an absolute indication for cesarean birth; birth planning should be individualized based on obstetric factors and clinical onset type rather than routine preference for cesarean birth. In addition, vigilant monitoring and preventive strategies during the early postpartum period are warranted.

PMID:41870425 | DOI:10.1001/jamanetworkopen.2026.3112

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Reflections on FDA Draft Guidance on Bayesian Methods in Trials-Protecting Scientific Integrity and Evidentiary Standards

JAMA. 2026 Mar 23. doi: 10.1001/jama.2026.4175. Online ahead of print.

NO ABSTRACT

PMID:41870422 | DOI:10.1001/jama.2026.4175

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Nevin Manimala Statistics

Effects of Exercise and Intensive Vascular Risk Reduction on Cognitive Function in Older Adults: A Randomized Clinical Trial

JAMA Neurol. 2026 Mar 23. doi: 10.1001/jamaneurol.2026.0359. Online ahead of print.

ABSTRACT

IMPORTANCE: Physical inactivity, hypertension, and hyperlipidemia are modifiable cardiovascular risk factors for age-related cognitive decline and dementia. It remains unknown whether exercise training combined with intensive pharmacological reduction of cardiovascular risk factors (IRVR) would have greater benefits on cognitive function than those of exercise or IRVR alone.

OBJECTIVE: To determine the effects of exercise, IRVR, and exercise combined with IRVR on cognitive function in older adults.

DESIGN, SETTING, AND PARTICIPANTS: This single-blind, multicenter randomized clinical trial with a 2 × 2 factorial design and duration of 24 months was conducted at 4 clinical sites in the US. Enrollment began on February 2, 2017; the final study visit was on January 31, 2022. After screening, older adults without dementia and with hypertension, family history of dementia, and/or self-reported subjective cognitive decline were randomized. Data were analyzed from December 2022 through October 2024.

INTERVENTIONS: Participants were randomized with a 1:1:1:1 ratio to aerobic exercise training, IRVR (lowering of systolic blood pressure to <130 mm Hg and serum low-density lipoprotein cholesterol with atorvastatin), IRVR + exercise, and usual care.

MAIN OUTCOMES AND MEASURES: The primary outcome was change in global cognitive function at 24 months from baseline, assessed with the Preclinical Alzheimer Cognitive Composite (PACC) score. Secondary outcomes were changes in the National Institutes of Health Toolbox Cognition Battery (NIHTB-CB) fluid composite score and individual test scores.

RESULTS: A total of 3290 individuals were screened, and 513 older adults (aged 60-85 years) without dementia and with hypertension, family history of dementia, and/or self-reported subjective cognitive decline were randomized. Among 513 randomized participants (mean [SD] age, 68.7 [6.0] years; 323 female participants [63.0%]), 443 completed 24-month visits, and 480 were included in the primary data analysis. For the primary outcome, there were no statistically significant interactions between intervention groups and time of visits (P = .13). At 24 months, PACC scores increased by 0.2 units in the no-exercise group (95% CI, 0.1-0.3) and by 0.3 units in the exercise group (95% CI, 0.2-0.4), with no significant group differences (0.1 units; 95% CI, -0.1 to 0.2; P = .37). PACC scores also increased by 0.3 units in the no-IRVR group (95% CI, 0.2-0.4) and by 0.2 units in the IRVR group (95% CI, 0.1-0.3), with no significant group differences (0.1 units; 95% CI, -0.3 to 0.03; P = .12). Increases in the NIHTB-CB composite score and individual test scores with exercise or IRVR showed similar results.

CONCLUSIONS AND RELEVANCE: In this multicenter randomized clinical trial among older adults with family history of dementia and/or self-reported subjective cognitive decline, exercise, IRVR, or both did not result in statistically significant differences in improvements in cognitive function over 24 months.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02913664.

PMID:41870419 | DOI:10.1001/jamaneurol.2026.0359

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Delays in Sexual Assault Nurse Examiner Response Times: A Gap Analysis

J Emerg Nurs. 2026 Mar 23:S0099-1767(26)00046-2. doi: 10.1016/j.jen.2026.02.002. Online ahead of print.

ABSTRACT

INTRODUCTION: Emergency visits for sexual assault have surged 1533.0% since 2006. Sexual assault is linked to worsened health outcomes; outcomes worsen without timely care. Sexual assault nurse examiners are specially trained to improve health care services, enhance forensic evidence collection, and amplify rates of prosecution. National standards recommend 24/7 crisis care to preserve forensic evidence and timely treatment of sexual assault patients. A southeastern teaching hospital’s part-time sexual assault nurse examiner program was audited for sexual assault nurse examiner delay length to establish recommendations.

METHODS: This gap analysis used a retrospective chart review of 150 sexual assault nurse examiner cases from 2022 to 2024 to assess care delays. The 150 patients were selected using a random number generator. Data were gathered from Epic, SharePoint, and manual chart review. Sexual assault nurse examiner delays and patients with disruptions in care were identified. Quantitative data were analyzed using descriptive statistics, whereas reasons for delays were categorized and counted. The evaluation project adhered to national protocols and received an institutional review board exemption.

RESULTS: Results showed average delays of 4.54 hours for sexual assault nurse examiner response times, with waits ranging from 0 to 30.7 hours; 6.37% of all 361 sexual assault nurse examiner cases either left or left and returned owing to sexual assault nurse examiner delays.

DISCUSSION: Prolonged wait times risk negative medical, forensic, and psychological outcomes. To improve care, recommendations include expanding staffing, implementing a full-time program, streamlining processes, and achieving 24/7 sexual assault nurse examiner coverage. Delays in sexual assault nurse examiner response are 4 to 5 times standard recommendations, with only 23.33% of cases meeting the 60-minute goal.

PMID:41870417 | DOI:10.1016/j.jen.2026.02.002

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Major Missing Source of Alkylated Polycyclic Aromatic Hydrocarbon Emissions from Oil Spill Volatilization

Environ Sci Technol. 2026 Mar 23. doi: 10.1021/acs.est.6c01728. Online ahead of print.

ABSTRACT

Alkylated polycyclic aromatic hydrocarbons (APAHs) often possess higher toxicity than their parent compounds, yet global inventories largely overlook their direct volatilization from crude oil spills. To quantify this missing pathway, we developed a Monte Carlo framework that estimates this non-combustion source by coupling empirical spill statistics, APAH composition from 18 crude oils, and marine/terrestrial volatilization efficiencies. Across eight validated volatile species (C1-C4 naphthalenes, C1 phenanthrenes, C1-C3 fluorenes), global emissions span 3.4-73.4 kt/year (95% confidence interval), with a median of ∼17.5 kt/year. Notably, methylnaphthalenes (MeNAPs) alone account for ∼5.9% of their known global atmospheric emissions. Although global inventories for other homologues are unavailable, absolute fluxes of C2-C4 naphthalenes are comparable to or exceed MeNAPs, underscoring oil spills as a substantial, previously unquantified source of light APAHs. Sensitivity analyses highlight key uncertainties in spill volumes, crude compositions, and volatilization ratios; assumptions of parameter independence may understate extreme events. It is important to note that, due to the exclusion of dynamic meteorological suppression factors (e.g., low temperature and calm winds), these estimates represent a potential source strength. Incorporating this non-combustion pathway into inventories is therefore critical for accurate environmental risk assessments and regulatory policies.

PMID:41870409 | DOI:10.1021/acs.est.6c01728

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Network Analysis of Burnout and Safety Competence Among Oncology Nurses: A Secondary Study to Identify Bridge Targets for Precision Interventions

J Nurs Manag. 2026;2026(1):e5604987. doi: 10.1155/jonm/5604987.

ABSTRACT

BACKGROUND: Occupational burnout poses a persistent threat to nurses’ mental health and the quality of patient care. Emerging evidence indicates that burnout is not a uniform phenomenon but manifests in distinct psychological patterns. Yet, how these diverse burnout experiences interact with safety-related factors is insufficiently understood. Network analysis offers a systems-level perspective to uncover interconnections among psychological and safety variables and to pinpoint potential bridge nodes for targeted interventions.

AIM: This study sought to map the network architecture linking psychological and safety-related factors among nurses across different burnout profiles, to identify profile-specific central and bridge nodes, and to examine their associations with safety behaviors.

METHODS: A total of 2092 nurses were included. This study was a secondary analysis based on a previously established dataset in which three distinct burnout profiles were identified using latent profile analysis: the High Achievement Stable Group (Class 1, 70.3%), the High Efficiency Contradictory Group (Class 2, 6.6%), and the High Pressure Adaptive Group (Class 3, 23.1%). Psychological-safety networks were estimated for both the overall sample and each subgroup using the EBICglasso model. Centrality and bridging indices were computed via expected influence and bridge expected influence, followed by network comparison tests to evaluate structural variations across profiles.

RESULTS: In the overall network, “skills” (B4) exhibited the greatest centrality, whereas “personal accomplishment” (A3) and “knowledge” (B1) consistently functioned as pivotal bridge nodes across profiles. Although bridge configurations differed slightly among classes, A3 and B1 remained the principal connectors integrating psychological and safety communities. Significant structural differences were detected between Classes 2 and 1 (M test, p < 0.001) and between Classes 3 and 1 (M test, p < 0.001; S test, p = 0.002), with pronounced discrepancies in the edge patterns surrounding A3 and B1.

CONCLUSIONS: The burnout-safety networks revealed distinct structural configurations across nurse subgroups. Identifying profile-specific bridge nodes offers practical guidance for precision interventions that enhance safety behaviors and foster occupational resilience.

PMID:41870377 | DOI:10.1155/jonm/5604987

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Effects of adaptation to altered color statistics provide evidence for calibration of color perception to the color statistics of natural scenes

J Exp Psychol Gen. 2026 Mar 23. doi: 10.1037/xge0001911. Online ahead of print.

ABSTRACT

According to the theory of efficient coding, sensory processing is optimized for representing the information content of natural scenes. This implies that perceptual systems are adapted to the statistical regularities of the environments they are immersed in. In color vision, relatively low sensitivity for discriminating color along blue and yellow axes has been linked to the dominance of blue-yellow color variation in natural scenes. It has been suggested that higher order visual processes, such as aesthetic preferences, could also be adapted to natural environments. Here, we manipulate the chromatic contrast of natural scenes to test whether low-, medium-, and high-level aspects of color perception can be calibrated to the color statistics of visual environments. In three experiments, we measured color discrimination, chromatic balance perception, and aesthetic judgments of colorful Mondrian patterns after adaptation to scenes with natural colors or scenes with manipulated colors. After viewing naturally colored scenes, color discrimination, perception of chromatic balance, and color preferences are biased along the blue-yellow color axis, along which there is most chromatic variance in natural scenes. Blue-yellow biases were reduced or partially inverted following adaptation to color-manipulated scenes, though the extent of the reversal in bias we observed following short-term adaptation appears to have been limited by long-term adaptation to the color statistics of natural environments. Our findings support the efficient coding theory and provide experimental support for the hypothesis that multiple attributes of human color perception adapt to the color statistics of visual environments. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

PMID:41870374 | DOI:10.1037/xge0001911