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Does overreaching from endurance-based training impair sleep : A systematic review and meta-analysis
(2024-05) Murphy, Conor; Svansdottir, Steinunn Anna; Dupuy, Olivier; Louis, Julien; Department of Engineering
Background Overreaching is often linked to a deterioration in sleep quality, yet a comprehensive review is lacking. The aim of this systemic review and meta-analysis was to synthesise the literature and quantify the effect of overreaching from endurance-based training on sleep quality. Method The review was conducted following the PRISMA guidelines. The final search was conducted in May 2023 using four electronic databases (Web of Science Core Collection, MEDLINE, Cochrane Central Database, SPORTDiscus). Studies were included for a qualitative review, while random-effects meta-analyses were conducted for objective and subjective sleep. Results and discussion The search returned 805 articles. Fourteen studies were included in the systematic review; Three and eight articles were eligible for the meta-analyses (objective and subjective, respectively). On average, the overreaching protocols were sixteen days in length (6 to 28 days) and included exercise modalities such as cycling (number of studies [k] = 5), rowing (k = 4), triathlon (k = 3), running (k = 2), and swimming (k = 1). Actigraphy was the only form of objective sleep measurement used across all studies (k = 3), while various instruments were used to capture subjective sleep quality (k = 13). When comparing objective sleep quality following the overreaching intervention to baseline (or a control), there was a significant reduction in sleep efficiency (mean difference = -2.0%; 95% CI -3.2, -0.8%; Glass' Δ = -0.83; p < 0.01). In contrast, when comparing subjective sleep quality following the overreaching intervention to baseline (or a control), there was no effect on subjective sleep quality (Glass' Δ = -0.27; 95% CI -0.79, 0.25; p = 0.08). Importantly, none of the included studies were judged to have a low risk of bias. While acknowledging the need for more high-quality studies, it appears that overreaching from endurance-based training can deteriorate objective sleep without influencing the perception of sleep quality.
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(δ+1) Vertex Coloring in O(n) Communication
(Association for Computing Machinery, 2024-06-17) Flin, Maxime; Mittal, Parth; Department of Computer Science
We study the communication complexity of (Δ+ 1) vertex coloring, where the edges of an n-vertex graph of maximum degree Δare partitioned between two players. We provide a randomized protocol which uses O(n) bits of communication and ends with both players knowing the coloring. Combining this with a folklore ω(n) lower bound, this settles the randomized communication complexity of (Δ+ 1)-coloring up to constant factors.
Verk
Guest editorial : The tables have turned: socio-technical perspectives are influential for the future of digital work
(2024-04-30) Islind, Anna Sigridur; Vallo Hult, Helena; Department of Computer Science
Verk
Identifying the characteristics, constraints, and enablers to creating value in applied performance analysis
(2024-04) Martin, Denise; O’Donoghue, Peter G.; Bradley, Jonathan; Robertson, Sam; McGrath, Denise; Department of Sport Science
While applied performance analysts (PAs) are a well-established applied sports science practitioner group, there is no clear definition of the purpose of an analyst, their key relationships, or the expertise required to execute the role successfully. This research sought to understand how PA practitioners and educators perceive their role as applied PA practitioners. Twenty-seven applied PAs and educators with applied PA experience participated in six online focus groups, completing an online survey in advance. Reflexive thematic analysis of transcripts and survey data generated an overarching theme: embedded applied PA practitioners have a value co-creation role within performance ecosystems which is inhibited by poor professional infrastructure and a lack conceptual clarity for the role. Five sub-themes are reported; the (a) why, (b) what, and (c) how of professional practice; d) the impact of stakeholder misunderstanding on PA practitioners; and (e) issues with professional recognition, development, and renumeration opportunities. This study demonstrates applied PAs’ role as curators, translators, influencers, and educators aiming to add value to the decision-making of a wide range of stakeholders. It highlights a potential deficit in applied practice in ‘value capture’ which may be perpetuating the problems practitioners reported with stakeholder misconceptions and undervaluing of their role. It is hoped this paper will inspire those invested in applied PA practice to create a shared understanding of how they can add value within the performance ecosystem so the profession can evolve and thrive.
Verk
Global, regional, and national burden of disorders affecting the nervous system, 1990–2021 : a systematic analysis for the Global Burden of Disease Study 2021
(2024-04) GBD 2021 Nervous System Disorders Collaborators; Department of Psychology
Background: Disorders affecting the nervous system are diverse and include neurodevelopmental disorders, late-life neurodegeneration, and newly emergent conditions, such as cognitive impairment following COVID-19. Previous publications from the Global Burden of Disease, Injuries, and Risk Factor Study estimated the burden of 15 neurological conditions in 2015 and 2016, but these analyses did not include neurodevelopmental disorders, as defined by the International Classification of Diseases (ICD)-11, or a subset of cases of congenital, neonatal, and infectious conditions that cause neurological damage. Here, we estimate nervous system health loss caused by 37 unique conditions and their associated risk factors globally, regionally, and nationally from 1990 to 2021. Methods: We estimated mortality, prevalence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs), with corresponding 95% uncertainty intervals (UIs), by age and sex in 204 countries and territories, from 1990 to 2021. We included morbidity and deaths due to neurological conditions, for which health loss is directly due to damage to the CNS or peripheral nervous system. We also isolated neurological health loss from conditions for which nervous system morbidity is a consequence, but not the primary feature, including a subset of congenital conditions (ie, chromosomal anomalies and congenital birth defects), neonatal conditions (ie, jaundice, preterm birth, and sepsis), infectious diseases (ie, COVID-19, cystic echinococcosis, malaria, syphilis, and Zika virus disease), and diabetic neuropathy. By conducting a sequela-level analysis of the health outcomes for these conditions, only cases where nervous system damage occurred were included, and YLDs were recalculated to isolate the non-fatal burden directly attributable to nervous system health loss. A comorbidity correction was used to calculate total prevalence of all conditions that affect the nervous system combined. Findings: Globally, the 37 conditions affecting the nervous system were collectively ranked as the leading group cause of DALYs in 2021 (443 million, 95% UI 378–521), affecting 3·40 billion (3·20–3·62) individuals (43·1%, 40·5–45·9 of the global population); global DALY counts attributed to these conditions increased by 18·2% (8·7–26·7) between 1990 and 2021. Age-standardised rates of deaths per 100 000 people attributed to these conditions decreased from 1990 to 2021 by 33·6% (27·6–38·8), and age-standardised rates of DALYs attributed to these conditions decreased by 27·0% (21·5–32·4). Age-standardised prevalence was almost stable, with a change of 1·5% (0·7–2·4). The ten conditions with the highest age-standardised DALYs in 2021 were stroke, neonatal encephalopathy, migraine, Alzheimer's disease and other dementias, diabetic neuropathy, meningitis, epilepsy, neurological complications due to preterm birth, autism spectrum disorder, and nervous system cancer. Interpretation: As the leading cause of overall disease burden in the world, with increasing global DALY counts, effective prevention, treatment, and rehabilitation strategies for disorders affecting the nervous system are needed. Funding: Bill & Melinda Gates Foundation.

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