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ChatGPT vs. sleep disorder specialist responses to common sleep queries: Ratings by experts and laypeople ChatGPT 与睡眠障碍专家对常见睡眠问题的回答:专家和普通人的评分。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.08.011
Jiyoung Kim MD, PhD , Seo-Young Lee MD, PhD , Jee Hyun Kim MD, PhD , Dong-Hyeon Shin MD , Eun Hye Oh MD, PhD , Jin A Kim BSc , Jae Wook Cho MD, PhD
{"title":"ChatGPT vs. sleep disorder specialist responses to common sleep queries: Ratings by experts and laypeople","authors":"Jiyoung Kim MD, PhD ,&nbsp;Seo-Young Lee MD, PhD ,&nbsp;Jee Hyun Kim MD, PhD ,&nbsp;Dong-Hyeon Shin MD ,&nbsp;Eun Hye Oh MD, PhD ,&nbsp;Jin A Kim BSc ,&nbsp;Jae Wook Cho MD, PhD","doi":"10.1016/j.sleh.2024.08.011","DOIUrl":"10.1016/j.sleh.2024.08.011","url":null,"abstract":"<div><h3>Background</h3><div>Many individuals use the Internet, including generative artificial intelligence like ChatGPT, for sleep-related information before consulting medical professionals. This study compared responses from sleep disorder specialists and ChatGPT to common sleep queries, with experts and laypersons evaluating the responses' accuracy and clarity.</div></div><div><h3>Methods</h3><div>We assessed responses from sleep medicine specialists and ChatGPT-4 to 140 sleep-related questions from the Korean Sleep Research Society's website. In a blinded study design, sleep disorder experts and laypersons rated the medical helpfulness, emotional supportiveness, and sentence comprehensibility of the responses on a 1-5 scale.</div></div><div><h3>Results</h3><div>Laypersons rated ChatGPT higher for medical helpfulness (3.79 ± 0.90 vs. 3.44 ± 0.99, <em>p</em> &lt; .001), emotional supportiveness (3.48 ± 0.79 vs. 3.12 ± 0.98, <em>p</em> &lt; .001), and sentence comprehensibility (4.24 ± 0.79 vs. 4.14 ± 0.96, <em>p</em> = .028). Experts also rated ChatGPT higher for emotional supportiveness (3.33 ± 0.62 vs. 3.01 ± 0.67, <em>p</em> &lt; .001) but preferred specialists' responses for sentence comprehensibility (4.15 ± 0.74 vs. 3.94 ± 0.90, <em>p</em> &lt; .001). When it comes to medical helpfulness, the experts rated the specialists' answers slightly higher than the laypersons did (3.70 ± 0.84 vs. 3.63 ± 0.87, <em>p</em> = .109). Experts slightly preferred specialist responses overall (56.0%), while laypersons favored ChatGPT (54.3%; <em>p</em> &lt; .001). ChatGPT's responses were significantly longer (186.76 ± 39.04 vs. 113.16 ± 95.77 words, <em>p</em> &lt; .001).</div></div><div><h3>Discussion</h3><div>Generative artificial intelligence like ChatGPT may help disseminate sleep-related medical information online. Laypersons appear to prefer ChatGPT's detailed, emotionally supportive responses over those from sleep disorder specialists.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 665-670"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142298944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perceptions around sleep hygiene practices and beliefs among urban Black adolescents and their caregivers during the COVID-19 pandemic 在 COVID-19 大流行期间,城市黑人青少年及其照顾者对睡眠卫生习惯和信仰的看法。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.07.009
Elizabeth L. Adams PhD , Michelle Estradé DrPH , Emma C. Lewis PhD , Lisa Poirier-Barna MHS , Michael T. Smith PhD , Joel Gittelsohn PhD
{"title":"Perceptions around sleep hygiene practices and beliefs among urban Black adolescents and their caregivers during the COVID-19 pandemic","authors":"Elizabeth L. Adams PhD ,&nbsp;Michelle Estradé DrPH ,&nbsp;Emma C. Lewis PhD ,&nbsp;Lisa Poirier-Barna MHS ,&nbsp;Michael T. Smith PhD ,&nbsp;Joel Gittelsohn PhD","doi":"10.1016/j.sleh.2024.07.009","DOIUrl":"10.1016/j.sleh.2024.07.009","url":null,"abstract":"<div><h3>Objective</h3><div>This study gathered adolescent and caregiver perspectives on sleep hygiene practices and beliefs for Black families living in low-resourced urban communities.</div></div><div><h3>Methods</h3><div>Semistructured interviews were conducted with adolescents (n = 9) and caregivers (n = 9) from January-March 2021, during the COVID-19 pandemic. Interview questions included adolescent’s current sleep habits, barriers, and home and neighborhood influences. Trained researchers coded data using inductive analysis and a constant comparative method to derive themes.</div></div><div><h3>Results</h3><div>Two themes focused on sleep hygiene practices, including items used to facilitate sleep (e.g., melatonin, electronics) and COVID-19 consequences on sleep schedules. Two themes focused on sleep hygiene beliefs, including a common value on the importance of sleep and influences on caregiver’s bedtime rules.</div></div><div><h3>Conclusions</h3><div>Findings provide important insights on sleep hygiene practices and beliefs in a historically marginalized population of Black adolescents and caregivers in urban communities to inform targeted sleep interventions, policies, and programs for optimal sleep and well-being.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 678-682"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142356173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of inadequate sleep with mortality among persons who inject drugs 睡眠不足与注射吸毒者死亡率的关系。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.07.008
Jing Sun MD, MPH, PhD , Hsing-yu Hsu MS , Jill A. Rabinowitz PhD , David W. Sosnowski PhD , Damani A. Piggott MD, PhD , Shruti H. Mehta PhD , Brion S. Maher PhD , Adam P. Spira PhD , Gregory D. Kirk MD, PhD
{"title":"Association of inadequate sleep with mortality among persons who inject drugs","authors":"Jing Sun MD, MPH, PhD ,&nbsp;Hsing-yu Hsu MS ,&nbsp;Jill A. Rabinowitz PhD ,&nbsp;David W. Sosnowski PhD ,&nbsp;Damani A. Piggott MD, PhD ,&nbsp;Shruti H. Mehta PhD ,&nbsp;Brion S. Maher PhD ,&nbsp;Adam P. Spira PhD ,&nbsp;Gregory D. Kirk MD, PhD","doi":"10.1016/j.sleh.2024.07.008","DOIUrl":"10.1016/j.sleh.2024.07.008","url":null,"abstract":"<div><h3>Background</h3><div>Inadequate sleep is associated with all-cause mortality in the general population. Substance use has adverse effects on sleep, and insomnia symptoms are common among people with HIV. Therefore, persons who inject drugs may face a heightened risk of adverse outcomes from inadequate sleep. We evaluated the association of inadequate sleep with mortality among persons who inject drugs in a long-standing community cohort.</div></div><div><h3>Methods</h3><div>Participants were from the AIDS Linked to the IntraVenous Experience (ALIVE) study, a cohort of persons who inject drugs in Baltimore, Maryland, USA. From 2005-2020, perceived sleep adequacy and duration were assessed semiannually using survey. Mortality data were obtained through linkage to the National Death Index-Plus. Cause of death was independently characterized and validated by three physicians. Hazards of all-cause and cause-specific mortality were evaluated using Cox regression accounting for repeated measurements.</div></div><div><h3>Results</h3><div>A total of 2633 participants were included, with a median age at entry of 45.8<!--> <!-->years; 32.5% were female, and 75% were Black. After adjustment for demographics, mental health, and comorbidities, inadequate sleep was associated with a 32% greater hazard of all-cause mortality (hazard ratio: 1.32, 95% confidence interval: 1.12-1.55) and a 67% greater hazard of HIV/infectious disease-related deaths (hazard ratio: 1.67, 95% confidence interval: 1.15-2.42). Short (&lt;6 hours) and long (≥8 hours) duration of sleep were both associated with higher hazard of all-cause and chronic disease-related mortality (all <em>p</em> &lt; .05).</div></div><div><h3>Conclusions</h3><div>Sleep plays a critical role in longevity in persons who inject drugs. Research is needed to determine whether interventions targeting sleep improve health and longevity in persons who inject drugs.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 651-657"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142298943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Profiles of community support and challenges associated with insomnia symptoms: Findings from the pilot Bhutanese Community of Central Ohio Health Study 与失眠症状相关的社区支持和挑战概况:俄亥俄州中部不丹人社区试点健康研究的结果。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.08.006
Rupsha Singh PhD , Kevin Villalobos BS , Jeffrey H. Cohen PhD , Arati Maleku PhD , Sudarshan Pyakurel MA , Taku Suzuki PhD , Shambika Raut MA , Mark Troyer MD, MPH , Chandra L. Jackson PhD, MS , Francisco Alejandro Montiel Ishino PhD, MPH, CPH
{"title":"Profiles of community support and challenges associated with insomnia symptoms: Findings from the pilot Bhutanese Community of Central Ohio Health Study","authors":"Rupsha Singh PhD ,&nbsp;Kevin Villalobos BS ,&nbsp;Jeffrey H. Cohen PhD ,&nbsp;Arati Maleku PhD ,&nbsp;Sudarshan Pyakurel MA ,&nbsp;Taku Suzuki PhD ,&nbsp;Shambika Raut MA ,&nbsp;Mark Troyer MD, MPH ,&nbsp;Chandra L. Jackson PhD, MS ,&nbsp;Francisco Alejandro Montiel Ishino PhD, MPH, CPH","doi":"10.1016/j.sleh.2024.08.006","DOIUrl":"10.1016/j.sleh.2024.08.006","url":null,"abstract":"<div><h3>Study objectives</h3><div>We investigated profiles of community support and challenges in relation to insomnia symptoms among the Bhutanese living in the United States.</div></div><div><h3>Methods</h3><div>Using data from the pilot Bhutanese Community of Central Ohio Health Study (N = 495; 51.5% men, 69.8% aged 18-44<!--> <!-->years), we used latent class analysis to identify distinct profiles of neighborhood social cohesion, social support, and community challenges (e.g., limited access to healthcare services and transportation, crime and safety issues, substance use, intimate partner violence) and their associations with insomnia symptoms. Insomnia symptoms were self-reported as difficulty falling and staying asleep and dichotomized as “not at all” vs. “some to always.” Identified classes/profiles were further differentiated by self-reported sociodemographic, socioeconomic, health, acculturative, and discrimination factors.</div></div><div><h3>Results</h3><div>Latent class analysis revealed four distinct classes/profiles. The <em>High Cohesion</em> (class 1) profile (30.1% of sample) had the lowest likelihood of insomnia symptoms at 6.5%, followed by class 2 or <em>High Support</em> (23.6%) with a 15.3% likelihood. Class 3 or <em>High Challenges</em> profile (11.5%) had a moderate likelihood of insomnia symptoms at 49%. Class 4 or the <em>Low Cohesion/Support</em> profile (34.7%) had a 100% likelihood of reporting insomnia symptoms. Class 4 when compared to class 1 was more likely to report cardiometabolic conditions, experiences of everyday discrimination, limited English linguistic proficiency, and not using telehealth.</div></div><div><h3>Conclusion</h3><div>Community social cohesion and support may play an important role in mitigating insomnia symptoms among Bhutanese refugees. Further investigations are warranted.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 722-730"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11624998/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142298946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Employment, income, and sleep in South Africa: An actor-partner interdependence model approach 南非的就业、收入和睡眠:行动者-合作伙伴相互依存模式方法。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.07.006
Seung Wan Kim PhD , Sangeetha Madhavan PhD
{"title":"Employment, income, and sleep in South Africa: An actor-partner interdependence model approach","authors":"Seung Wan Kim PhD ,&nbsp;Sangeetha Madhavan PhD","doi":"10.1016/j.sleh.2024.07.006","DOIUrl":"10.1016/j.sleh.2024.07.006","url":null,"abstract":"<div><h3>Objective</h3><div>We analyze the relationship between employment status, income, and sleep in South Africa to address two research questions: (1) How does employment status influence the sleep quantity of the individual and their partner? (2) How does income impact the sleep quantity of the individual and their partner?</div></div><div><h3>Method</h3><div>Using data from 1600 Black African couples in the South African Time Use Study, we employ the Actor-Partner Interdependence Model to investigate the relationship between employment status, income, and sleep in couples. We categorize nighttime sleep into three categories: recommended sleep (7-9 hours), short sleep (&lt;7 hours), and long sleep (&gt;9 hours).</div></div><div><h3>Results</h3><div>Employed individuals were more likely to get the recommended amount of sleep and less likely to experience long sleep. However, men whose wives are employed are almost twice as likely as men whose wives are unemployed to experience short sleep, and they experience 47% lower risk of long sleep. Men with a medium level of income have a higher risk of short sleep than those with low income, while those in the highest income category are more likely to get the recommended amount of sleep.</div></div><div><h3>Conclusion</h3><div>These results highlight the intricate dynamics between managing employment demands and securing economic stability for both men and women in the context of high unemployment and shifting gender norms.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 643-650"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142356171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intrafamilial associations of sleep multitrajectory groups between ages of 3 and 60 months in the SEPAGES cohort SEPAGES 队列中 3 至 60 个月大儿童睡眠多轨迹组的颅内关联。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.07.011
Mihyeon Kim MPH , Sarah Lyon-Caen MSc , Sam Bayat MD, PhD , Claire Philippat PhD , Sabine Plancoulaine MD, PhD
{"title":"Intrafamilial associations of sleep multitrajectory groups between ages of 3 and 60 months in the SEPAGES cohort","authors":"Mihyeon Kim MPH ,&nbsp;Sarah Lyon-Caen MSc ,&nbsp;Sam Bayat MD, PhD ,&nbsp;Claire Philippat PhD ,&nbsp;Sabine Plancoulaine MD, PhD","doi":"10.1016/j.sleh.2024.07.011","DOIUrl":"10.1016/j.sleh.2024.07.011","url":null,"abstract":"<div><h3>Objectives</h3><div>We investigated intrafamilial sleep evolution by identifying children’s sleep multitrajectory groups between 3- and 60-month of age and their association with parental sleep multitrajectory groups.</div></div><div><h3>Methods</h3><div>We included 180 children from the SEPAGES cohort (Grenoble, France) whose parents belonged to previously identified sleep multitrajectory groups, through group-based multitrajectory modeling, between 3 and 36<!--> <!-->months postpartum, using nighttime (NSD) and weekend daytime (DSD) sleep durations and subjective sleep loss, comprising “No,” “Subjective,” and “Global” sleep problems groups. Child sleep information (NSD, DSD, subjective sleep loss, night waking, and sleep onset difficulties) was collected by parental questionnaires at 3-, 12-, 36-, and 60-month. We identified sleep multitrajectory groups using group-based multitrajectory modeling in children and examined their associations with parental sleep multitrajectory groups using multinomial logistic regressions.</div></div><div><h3>Results</h3><div>We identified three sleep multitrajectory groups in children: the “No/few” group (29.4%) had moderate NSD, long DSD, low subjective sleep loss/night waking/sleep onset difficulties prevalence, the “Moderate” group (60.0%) had long NSD and moderate DSD, and medium subjective sleep loss/night waking/sleep onset difficulties prevalence, and the “Global” group (10.6%) had the shortest NSD and DSD, and the highest subjective sleep loss/night waking/sleep onset difficulties prevalence. After adjusting for covariates, mothers in the “Global” group were more likely to have children in the same group, and mothers in “Subjective” and “Global” groups were less likely to have children in the “Moderate” group than in the “No/few” group. No association was identified with paternal or couple sleep multitrajectory groups.</div></div><div><h3>Conclusions</h3><div>The observed associations between parent-child sleep multitrajectory groups suggest greater maternal sensitivity to or involvement in the child’s sleep than the fathers. Early preventive sleep actions could improve sleep in children and mothers.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 738-748"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142298945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discrimination and sleep disturbance among older Black Americans: A longitudinal analysis of the Health and Retirement Study 美国黑人老年人的歧视和睡眠障碍:对健康与退休研究的纵向分析。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.08.004
Ann W. Nguyen PhD , Weidi Qin PhD , Elliane Irani PhD , Uchechi A. Mitchell PhD , Karen D. Lincoln PhD
{"title":"Discrimination and sleep disturbance among older Black Americans: A longitudinal analysis of the Health and Retirement Study","authors":"Ann W. Nguyen PhD ,&nbsp;Weidi Qin PhD ,&nbsp;Elliane Irani PhD ,&nbsp;Uchechi A. Mitchell PhD ,&nbsp;Karen D. Lincoln PhD","doi":"10.1016/j.sleh.2024.08.004","DOIUrl":"10.1016/j.sleh.2024.08.004","url":null,"abstract":"<div><h3>Objectives</h3><div>Black and older adults have higher risk for sleep problems than their White and younger counterparts. Yet, our understanding of the determinants of sleep problems specifically among older Black adults is severely limited. The aim of this study was to determine whether everyday and major discrimination are longitudinally associated with sleep disturbance in a nationally representative sample of older Black adults.</div></div><div><h3>Methods</h3><div>Non-Latinx Black respondents aged 51+ were selected from waves 8 (2006) through 15 (2020) of the Health and Retirement Study (baseline N = 1397). Sleep disturbance was measured with the 4-item Jenkins Sleep Questionnaire. The 6-item Everyday Discrimination Scale was used to measure everyday discrimination, and the Major Experiences of Discrimination Scale was used to measure major discrimination. Analyses controlled for sociodemographics, health behaviors, and health conditions. Lagged mixed-effects linear regression models were performed to test the longitudinal associations between baseline discrimination and sleep disturbance over 12<!--> <!-->years.</div></div><div><h3>Results</h3><div>Higher baseline everyday discrimination was longitudinally associated with more severe sleep disturbance. Compared to respondents who reported no major discrimination at baseline, those who reported two or more major discrimination experiences had more severe sleep disturbance over time.</div></div><div><h3>Conclusions</h3><div>This study provides critical information on the possible longitudinal drivers of sleep disparities at the population level. This information has implications for better understanding the mechanisms of health disparities and for attaining health equity.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 691-696"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142401648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic sleep staging based on 24/7 EEG SubQ (UNEEG medical) data displays strong agreement with polysomnography in healthy adults 基于全天候 EEG SubQ(UNEEG 医疗)数据的自动睡眠分期与健康成年人的多导睡眠图显示出很强的一致性。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.08.007
Esben Ahrens PhD , Poul Jennum DMSc , Jonas Duun-Henriksen PhD , Bjarki Djurhuus PhD , Preben Homøe DMSc , Troels W. Kjær PhD , Martin Christian Hemmsen PhD
{"title":"Automatic sleep staging based on 24/7 EEG SubQ (UNEEG medical) data displays strong agreement with polysomnography in healthy adults","authors":"Esben Ahrens PhD ,&nbsp;Poul Jennum DMSc ,&nbsp;Jonas Duun-Henriksen PhD ,&nbsp;Bjarki Djurhuus PhD ,&nbsp;Preben Homøe DMSc ,&nbsp;Troels W. Kjær PhD ,&nbsp;Martin Christian Hemmsen PhD","doi":"10.1016/j.sleh.2024.08.007","DOIUrl":"10.1016/j.sleh.2024.08.007","url":null,"abstract":"<div><h3>Goal and aims</h3><div>Performance evaluation of automatic sleep staging on two-channel subcutaneous electroencephalography.</div></div><div><h3>Focus technology</h3><div>UNEEG medical’s 24/7 electroencephalography SubQ (the SubQ device) with deep learning model U-SleepSQ.</div></div><div><h3>Reference method/technology</h3><div>Manually scored hypnograms from polysomnographic recordings.</div></div><div><h3>Sample</h3><div>Twenty-two healthy adults with 1-6 recordings per participant. The clinical study was registered at ClinicalTrials.gov with the identifier NCT04513743.</div></div><div><h3>Design</h3><div>Fine-tuning of U-Sleep in 11-fold cross-participant validation on 22 healthy adults. The resultant model was called U-SleepSQ.</div></div><div><h3>Core analytics</h3><div>Bland-Altman analysis of sleep parameters. Advanced multiclass model performance metrics: stage-specific accuracy, specificity, sensitivity, kappa (<em>κ</em>), and F1 score. Additionally, Cohen’s <em>κ</em> coefficient and macro F1 score. Longitudinal and participant-level performance evaluation.</div></div><div><h3>Additional analytics and exploratory analyses</h3><div>Exploration of model confidence quantification. Performance vs. age, sex, body mass index, SubQ implantation hemisphere, normalized entropy, transition index, and scores from the following three questionnaires: Morningness-Eveningness Questionnaire, World Health Organization’s 5-item Well-being Index, and Major Depression Inventory.</div></div><div><h3>Core outcomes</h3><div>There was a strong agreement between the focus and reference method/technology.</div></div><div><h3>Important supplemental outcomes</h3><div>The confidence score was a promising metric for estimating the reliability of each hypnogram classified by the system.</div></div><div><h3>Core conclusion</h3><div>The U-SleepSQ model classified hypnograms for healthy participants soon after implantation and longitudinally with a strong agreement with the gold standard of manually scored polysomnographics, exhibiting negligible temporal variation.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 612-620"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142478095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diversity, equity, and inclusion: Findings from the Sleep Research Society 多样性、公平性和包容性:睡眠研究学会的研究结果。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.08.010
Dayna A. Johnson PhD, MPH , Darlynn M. Rojo-Wissar PhD, MPH , Selena T. Nguyen-Rodriguez PhD, MPH , Ada Eban-Rothschild PhD , Rosemary Estevez Burns PhD , Carleara Weiss PhD , Michel A. Cramer Bornemann MD , Morenikeji Komolafe MD , Namni Goel PhD
{"title":"Diversity, equity, and inclusion: Findings from the Sleep Research Society","authors":"Dayna A. Johnson PhD, MPH ,&nbsp;Darlynn M. Rojo-Wissar PhD, MPH ,&nbsp;Selena T. Nguyen-Rodriguez PhD, MPH ,&nbsp;Ada Eban-Rothschild PhD ,&nbsp;Rosemary Estevez Burns PhD ,&nbsp;Carleara Weiss PhD ,&nbsp;Michel A. Cramer Bornemann MD ,&nbsp;Morenikeji Komolafe MD ,&nbsp;Namni Goel PhD","doi":"10.1016/j.sleh.2024.08.010","DOIUrl":"10.1016/j.sleh.2024.08.010","url":null,"abstract":"<div><h3>Objectives</h3><div>To characterize representation and inclusion among Sleep Research Society members and examine associations between sociodemographic features and Sleep Research Society experiences.</div></div><div><h3>Methods</h3><div>The Sleep Research Society Taskforce for Diversity and Inclusion developed a web-based questionnaire in 2021, assessing membership data and Sleep Research Society experiences (self-initiated and society-initiated participation, feeling very welcomed, perceptions of inclusiveness, and diversity of viewpoints represented). Frequencies were calculated and adjusted Poisson regression models with robust variance were fit to estimate associations.</div></div><div><h3>Results</h3><div>Most participants (n = 388; 35.7% of members) were aged 18-49 (61%), non-Hispanic White (65%), and women (59%). Regarding inclusion, 41% participated in ≥2 Sleep Research Society self-initiated activities (abstract submission), 56% in Sleep Research Society-initiated activities (appointed position), 51% felt welcomed, whereas 52% perceived a lack of inclusivity and 65% a lack of diverse viewpoints. Historically minoritized groups and women felt less welcomed compared to non-Hispanic White members and men. Older, biracial, women, gender-divergent, and U.S.-born individuals, were less likely to perceive that there was a diversity of viewpoints represented in the Sleep Research Society. Members of ≥10<!--> <!-->years and those with a doctoral degree were more likely to participate in Sleep Research Society activities, while sexual and gender minoritized individuals were less likely to do so. Sexual and gender minoritized individuals were more likely to report Sleep Research Society was noninclusive.</div></div><div><h3>Conclusions</h3><div>Historically minoritized individuals are under-represented in Sleep Research Society and a majority of respondents report not feeling welcomed. These results serve as a baseline benchmark and example for assessing the impact of ongoing and future diversity and inclusion initiatives and provide targets for expanding opportunities for underrepresented individuals in sleep/circadian societies.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 731-737"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142478096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sleep patterns in adolescents and associations with substance use 青少年的睡眠模式及其与药物使用的关系。
IF 3.4 2区 医学
Sleep Health Pub Date : 2024-12-01 DOI: 10.1016/j.sleh.2024.09.002
Clara Sancho-Domingo PhD , José Luis Carballo PhD
{"title":"Sleep patterns in adolescents and associations with substance use","authors":"Clara Sancho-Domingo PhD ,&nbsp;José Luis Carballo PhD","doi":"10.1016/j.sleh.2024.09.002","DOIUrl":"10.1016/j.sleh.2024.09.002","url":null,"abstract":"<div><h3>Objectives</h3><div>Good sleep during adolescence is crucial for maintaining physical and psychological health; however, sleep disturbance during this period may contribute to health risks, such as substance use. This study aimed to identify the latent sleep patterns across male and female adolescents, and their association with drug use.</div></div><div><h3>Method</h3><div>A cross-sectional study was conducted involving 1391 high school students (aged 15-17; 56.4% female). Participants completed the brief Pittsburgh Sleep Quality Index alongside other sleep measures, and the Timeline Follow-Back and Drug Use History Questionnaire to measure substance use. A multiple-group latent class analysis was used to identify sleep patterns across sexes, and pairwise Logistic Regression models to compare their association with substance use.</div></div><div><h3>Results</h3><div>Four sleep patterns were identified with varying degrees of sleep difficulties: \"Good Sleep\" (43.3%), \"Night Awakenings\" (31.8%), \"Poor Efficiency and Sleep Onset\" (9.4%), and \"Poor Sleep\" (15.5%). Female adolescents were more likely to belong to Poor Sleep and Poor Efficiency and Sleep Onset patterns, and male adolescents to Good Sleep. Likewise, binge drinking and using alcohol for a longer period were associated with experiencing Poor Efficiency and Sleep Onset (OR<!--> <!-->=<!--> <!-->1.03 and 2.3, respectively); smoking tobacco within the past month was linked to Night Awakenings (OR<!--> <!-->=<!--> <!-->2.2); and using cannabis or illegal drugs to the Poor Sleep pattern (OR<!--> <!-->=<!--> <!-->2.4 and 2.6, respectively).</div></div><div><h3>Conclusions</h3><div>Varied sleep difficulties exist among adolescents that significantly correlate with different aspects of drug use. Targeted interventions that address both sleep and drug prevention are recommended.</div></div>","PeriodicalId":48545,"journal":{"name":"Sleep Health","volume":"10 6","pages":"Pages 749-756"},"PeriodicalIF":3.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142510642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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