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COVID-19 instructional approaches (in-person, online, hybrid), school start times, and sleep in over 5,000 U.S. adolescents

Meltzer, Lisa J; Saletin, Jared M; Honaker, Sarah M; Owens, Judith A; Seixas, Azizi; Wahlstrom, Kyla L; Wolfson, Amy R; Wong, Patricia; Carskadon, Mary A
STUDY OBJECTIVES:To examine associations among instructional approaches, school start times, and sleep during the COVID-19 pandemic in a large, nationwide sample of U.S. adolescents. METHODS:Cross-sectional, anonymous self-report survey study of a community-dwelling sample of adolescents (grades 6-12), recruited through social media outlets in October/November 2020. Participants reported on instructional approach (in-person, online/synchronous, online/asynchronous) for each weekday (past week), school start times (in-person or online/synchronous days), and bedtimes (BT) and wake times (WT) for each identified school type and weekends/no school days. Sleep opportunity was calculated as BT-to-WT interval. Night-to-night sleep variability was calculated with mean square successive differences. RESULTS:Respondents included 5,245 racially and geographically diverse students (~50% female). BT and WT were earliest for in-person instruction; followed by online/synchronous days. Sleep opportunity was longer on individual nights students did not have scheduled instruction (>1.5 h longer for online/asynchronous than in-person). More students obtained sufficient sleep with later school start times. However, even with the same start times, more students with online/synchronous instruction obtained sufficient sleep than in-person instruction. Significantly greater night-to-night variability in sleep-wake patterns was observed for students with in-person hybrid schedules versus students with online/synchronous + asynchronous schedules. CONCLUSIONS:These findings provide important insights regarding the association between instructional approach and school start times on the timing, amount, and variability of sleep in U.S. adolescents. Given the public health consequences of short and variable sleep in adolescents, results may be useful for education and health policy decision-making for post-pandemic secondary schools.
PMCID:8385997
PMID: 34401922
ISSN: 1550-9109
CID: 5080222

The development and psychometric evaluation of the Survey of Obstructive Sleep Apnea Functional Health Literacy

Robbins, Rebecca; Hays, Ron D; Calderón, José Luís; Seixas, Azizi; Newsome, Valerie; Chung, Alicia; Jean-Louis, Girardin
Objective and Objective/UNASSIGNED:Obstructive Sleep Apnea (OSA) is a highly prevalent disorder that disparately affects racial/ethnic minorities. OSA functional health literacy can contribute to health disparities. Documenting poor OSA functional health literacy is needed to inform research agendas, policy, and advocacy efforts. The objective of this study is to develop a scale for measuring OSA functional health literacy among diverse audiences and a variety of reading levels and to ascertain its reliability and validity. Methods/UNASSIGNED:Development of the 18-item Survey of OSA Functional Health Literacy (SOFHL) was guided by literature review and input from experts. A convenience sample of persons enrolled in a clinical trial completed the survey (n=194). The psychometric evaluation was conducted using factor analysis to identify the number of dimensions in the SOFHL and their relationship to other domains that are relevant to OSA functional health literacy. Results/UNASSIGNED:Internal consistency reliability (alpha) was estimated for the resulting scale and correlations with educational attainment and income completed. All respondents were Black and 29% reported average household income less than $10,000 USD. Confirmatory factor analysis provided support for two dimensions: OSA general knowledge (alpha=0.81) and self-efficacy for OSA self-management (alpha=0.71). Conclusions/UNASSIGNED:Higher educational attainment and socioeconomic status were associated with better OSA functional health literacy. These results provide preliminary support for the SOFHL, a measure that can be used to assess OSA functional health literacy.
PMCID:8594920
PMID: 34790431
ISSN: 2093-9175
CID: 5049292

Age-associated differences in sleep duration in the US population: potential effects of disease burden

Jean-Louis, Girardin; Shochat, Tamar; Youngstedt, Shawn D; Briggs, Anthony Q; Williams, Ellita T; Jin, Peng; Bubu, Omonigho Michael; Seixas, Azizi A
OBJECTIVES/OBJECTIVE:We contrasted the relative risks (RR) of short [<7 h] and long [>8 h] sleep experienced by middle-aged (45-64 years) and older (≥65 years) adults, compared with young adults (20-44 years). METHODS:We utilized NHANES data (2005-2016), capturing sociodemographic, socioeconomic, and health-related data among US adults. RESULTS:The Relative Risk (RR) of short sleep between young and middle-aged adults did not differ [RR = 1.02, NS]. However, the RR of short sleep was significantly reduced among older participants [RR = 0.81, p < 0.01]. Middle-aged adults had significantly lower RR of long sleep [RR = 0.80, p < 0.01], whereas older adults had significantly greater RR of long sleep [RR = 1.41, p < 0.01]. Compared with young adults, older adults with or without increased disease burden had significantly lower RR of short sleep [RR = 0.81, p < 0.01 and RR = 0.80, p < 0.01], respectively. However, for middle-aged adults, the RR of short sleep did not differ whether they reported a greater disease burden. Relative to young adults, older adults with or without disease burden had higher RRs of long sleep [RR = 1.39, p < 0.01] and [RR = 1.45, p < 0.01], respectively. For middle-aged adults without disease burden, the RR of long sleep was lower than among young adults [RR = 0.72, p < 0.01]. CONCLUSIONS:Compared with young adults, older adults were not at increased risk for short sleep. Rather, they reported longer sleep time regardless of the presence of disease burden. Future studies should investigate longitudinal effects of aging on objective sleep time, with or without common diseases.
PMID: 34619501
ISSN: 1878-5506
CID: 5037152

Obesity and Race May Explain Differential Burden of White Matter Hyperintensity Load

Seixas, Azizi A; Turner, Arlener D; Bubu, Omonigho Michael; Jean-Louis, Girardin; de Leon, Mony J; Osorio, Ricardo S; Glodzik, Lidia
Objective/UNASSIGNED:Compared to European Americans, research indicates that African Americans have higher white matter hyperintensity (WMH) load; however, the clinical and biological bases underlying this higher burden are poorly understood. We hypothesize that obesity may explain differences in WMH between African and European Americans. Methods/UNASSIGNED:, and WMH load, captured by FLAIR images, as sum of deep and periventricular volumes, scored using the Fazekas scale (0-6), WMH≥4 considered high. Results/UNASSIGNED:=5.3, p=0.02). Conclusion/UNASSIGNED:Results denote that age predicted WMH among European Americans, while obesity predicted WMH among African Americans. Matched sample analyses indicate that obesity increases the odds of WMH, though more pronounced in African Americans. These findings suggest that obesity may explain the differential burden of white matter hyperintensity load, signifying public health and clinical importance.
PMCID:8402977
PMID: 34465985
ISSN: 1178-1998
CID: 5011262

Stress and Depression are Associated with Life's Simple 7 Among African Americans with Hypertension: Findings from the Jackson Heart Study

Langford, Aisha T; Butler, Mark; Booth Iii, John N; Jin, Peng; Bress, Adam P; Tanner, Rikki M; Kalinowski, Jolaade; Blanc, Judite; Seixas, Azizi; Shimbo, Daichi; Sims, Mario; Ogedegbe, Gbenga; Spruill, Tanya M
BACKGROUND:The American Heart Association created the Life's Simple 7 (LS7) metrics to promote cardiovascular health by achieving optimal levels of blood pressure, cholesterol, blood sugar, physical activity, diet, weight, and smoking status. The degree to which psychosocial factors such as stress and depression impact one's ability to achieve optimal cardiovascular health is unclear, particularly among hypertensive African Americans. METHODS:Cross-sectional analyses included 1,819 African Americans with hypertension participating in the Jackson Heart Study (2000-2004). Outcomes were LS7 composite and individual component scores (defined as poor, intermediate, ideal). High perceived chronic stress was defined as the top quartile of Weekly Stress Inventory scores. High depressive symptoms were defined as Center for Epidemiologic Studies Depression scale scores of ≥16. We compared four groups: high stress alone; high depressive symptoms alone; high stress and high depressive symptoms; low stress and low depressive symptoms (reference) using linear regression for total LS7 scores and logistic regression for LS7 components. RESULTS:Participants with both high stress and depressive symptoms had lower composite LS7 scores (B [95% confidence interval-CI]= -0.34 [-0.65 to -0.02]) than those with low stress and depressive symptoms in unadjusted and age/sex-adjusted models. They also had poorer health status for smoking (OR [95% CI]= 0.52 [0.35-0.78]) and physical activity [OR (95% CI)= 0.71 (0.52-0.95)] after full covariate adjustment. CONCLUSIONS:The combination of high stress and high depressive symptoms was associated with poorer LS7 metrics in hypertensive African Americans. Psychosocial interventions may increase the likelihood of engaging in behaviors that promote optimal cardiovascular health.
PMID: 34272853
ISSN: 1941-7225
CID: 4947672

Optimizing Healthcare Through Digital Health and Wellness Solutions to Meet the Needs of Patients With Chronic Disease During the COVID-19 Era

Seixas, Azizi A; Olaye, Iredia M; Wall, Stephen P; Dunn, Pat
The COVID-19 pandemic exposed and exacerbated longstanding inefficiencies and deficiencies in chronic disease management and treatment in the United States, such as a fragmented healthcare experience and system, narrowly focused services, limited resources beyond office visits, expensive yet low quality care, and poor access to comprehensive prevention and non-pharmacological resources. It is feared that the addition of COVID-19 survivors to the pool of chronic disease patients will burden an already precarious healthcare system struggling to meet the needs of chronic disease patients. Digital health and telemedicine solutions, which exploded during the pandemic, may address many inefficiencies and deficiencies in chronic disease management, such as increasing access to care. However, these solutions are not panaceas as they are replete with several limitations, such as low uptake, poor engagement, and low long-term use. To fully optimize digital health and telemedicine solutions, we argue for the gamification of digital health and telemedicine solutions through a pantheoretical framework-one that uses personalized, contextualized, and behavioral science algorithms, data, evidence, and theories to ground treatments.
PMCID:8311288
PMID: 34322469
ISSN: 2296-2565
CID: 4949852

Contribution of pulmonary diseases to COVID-19 mortality in a diverse urban community of New York

Girardin, Jean-Louis; Seixas, Azizi; Ramos Cejudo, Jaime; Osorio, Ricardo S.; Avirappattu, George; Reid, Marvin; Parthasarathy, Sairam
ISI:000617513200001
ISSN: 1479-9723
CID: 4936382

Using a Digital Neuro Signature to measure longitudinal individual-level change in Alzheimer's disease: the Altoida large cohort study

Meier, Irene B; Buegler, Max; Harms, Robbert; Seixas, Azizi; Çöltekin, Arzu; Tarnanas, Ioannis
Conventional neuropsychological assessments for Alzheimer's disease are burdensome and inaccurate at detecting mild cognitive impairment and predicting Alzheimer's disease risk. Altoida's Digital Neuro Signature (DNS), a longitudinal cognitive test consisting of two active digital biomarker metrics, alleviates these limitations. By comparison to conventional neuropsychological assessments, DNS results in faster evaluations (10 min vs 45-120 min), and generates higher test-retest in intraindividual assessment, as well as higher accuracy at detecting abnormal cognition. This study comparatively evaluates the performance of Altoida's DNS and conventional neuropsychological assessments in intraindividual assessments of cognition and function by means of two semi-naturalistic observational experiments with 525 participants in laboratory and clinical settings. The results show that DNS is consistently more sensitive than conventional neuropsychological assessments at capturing longitudinal individual-level change, both with respect to intraindividual variability and dispersion (intraindividual variability across multiple tests), across three participant groups: healthy controls, mild cognitive impairment, and Alzheimer's disease. Dispersion differences between DNS and conventional neuropsychological assessments were more pronounced with more advanced disease stages, and DNS-intraindividual variability was able to predict conversion from mild cognitive impairment to Alzheimer's disease. These findings are instrumental for patient monitoring and management, remote clinical trial assessment, and timely interventions, and will hopefully contribute to a better understanding of Alzheimer's disease.
PMCID:8225898
PMID: 34168269
ISSN: 2398-6352
CID: 4932052

Lessons Learned From a Low-Income Country to Address Mental Health Needs During COVID-19

Blanc, Judite; Seixas, Azizi; Louis, Elizabeth Farrah; Conserve, Donaldson Fadael; Casimir, Georges; Jean-Louis, Girardin
PMCID:8224525
PMID: 34177632
ISSN: 1664-0640
CID: 4926102

Adolescent Peer Influence on Eating Behaviors via Social Media: Scoping Review

Chung, Alicia; Vieira, Dorice; Donley, Tiffany; Tan, Nicholas; Jean-Louis, Girardin; Kiely Gouley, Kathleen; Seixas, Azizi
BACKGROUND:The influence of social media among adolescent peer groups can be a powerful change agent. OBJECTIVE:Our scoping review aimed to elucidate the ways in which social media use among adolescent peers influences eating behaviors. METHODS:A scoping review of the literature of articles published from journal inception to 2019 was performed by searching PubMed (ie, MEDLINE), Embase, CINAHL, PsycINFO, Web of Science, and other databases. The review was conducted in three steps: (1) identification of the research question and clarification of criteria using the population, intervention, comparison, and outcome (PICO) framework; (2) selection of articles from the literature using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines; and (3) charting and summarizing information from selected articles. PubMed's Medical Subject Headings (MeSH) and Embase's Emtree subject headings were reviewed along with specific keywords to construct a comprehensive search strategy. Subject headings and keywords were based on adolescent age groups, social media platforms, and eating behaviors. After screening 1387 peer-reviewed articles, 37 articles were assessed for eligibility. Participant age, gender, study location, social media channels utilized, user volume, and content themes related to findings were extracted from the articles. RESULTS:Six articles met the final inclusion criteria. A final sample size of 1225 adolescents (aged 10 to 19 years) from the United States, the United Kingdom, Sweden, Norway, Denmark, Portugal, Brazil, and Australia were included in controlled and qualitative studies. Instagram and Facebook were among the most popular social media platforms that influenced healthful eating behaviors (ie, fruit and vegetable intake) as well as unhealthful eating behaviors related to fast food advertising. Online forums served as accessible channels for eating disorder relapse prevention among youth. Social media influence converged around four central themes: (1) visual appeal, (2) content dissemination, (3) socialized digital connections, and (4) adolescent marketer influencers. CONCLUSIONS:Adolescent peer influence in social media environments spans the spectrum of healthy eating (ie, pathological) to eating disorders (ie, nonpathological). Strategic network-driven approaches should be considered for engaging adolescents in the promotion of positive dietary behaviors.
PMID: 34081018
ISSN: 1438-8871
CID: 4891762