Effects of lifestyle behaviours and depressed mood on sleep quality in young adults. A machine learning approach
H Sanchez-Trigo, E Molina-Martínez… - Psychology & …, 2024 - Taylor & Francis
Background Modern lifestyles may lead to high stress levels, frequently associated with
mood disorders (eg depressed mood) and sleep disturbance. The objective of this study was …
mood disorders (eg depressed mood) and sleep disturbance. The objective of this study was …
Predictors of sleep quality among university students: the use of advanced machine learning techniques
Purpose To assess the prevalence of sleep disturbances among university students and
investigate potential correlated factors and their relative importance in quantifying sleep …
investigate potential correlated factors and their relative importance in quantifying sleep …
Prediction of sleep quality among university students after analyzing lifestyles, sports habits, and mental health
L Zhang, H Zheng, M Yi, Y Zhang, G Cai, C Li… - Frontiers in …, 2022 - frontiersin.org
The aim of this study was to develop and validate a prediction model to evaluate the risk of
poor sleep quality. We performed a cross-sectional study and enrolled 1,928 college …
poor sleep quality. We performed a cross-sectional study and enrolled 1,928 college …
Association between maladaptive sleep hygiene behaviors and sleep quality in the general population
C Sancho-Domingo, JL Carballo, A Coloma-Carmona… - Psihologija, 2020 - ceeol.com
Prevalence of sleep problems has grown globally in recent years and sleep hygiene
recommendations have shown inconsistent results. This study aims to analyze the quality of …
recommendations have shown inconsistent results. This study aims to analyze the quality of …
0795 Importance of Sleep Data in Predicting Next-Day Stress, Happiness, and Health in College Students
Introduction: Perceived wellbeing, as measured by self-reported health, stress, and
happiness, has a number of important clinical health consequences. The ability to model …
happiness, has a number of important clinical health consequences. The ability to model …
The big three health behaviors and mental health and well-being among young adults: a cross-sectional investigation of sleep, exercise, and diet
SR Wickham, NA Amarasekara, A Bartonicek… - Frontiers in …, 2020 - frontiersin.org
Background Sleep, physical activity, and diet have been associated with mental health and
well-being individually in young adults. However, which of these “big three” health behaviors …
well-being individually in young adults. However, which of these “big three” health behaviors …
Associations between sleep-behavioral traits and healthspan: A one-sample Mendelian randomization study based on 388,909 participants of the UK-Biobank
ML Sambou, X Zhao, T Hong, N Wang, J Dai - Journal of Affective Disorders, 2024 - Elsevier
Background Although the association between sleep behavior and morbidity and mortality
risk has been reported before, there is still uncertainty whether the observed associations …
risk has been reported before, there is still uncertainty whether the observed associations …
[HTML][HTML] Associations of subjective sleep quality with depression score, anxiety, physical symptoms and sleep onset latency in young students
C Augner - Central European journal of public health, 2011 - cejph.szu.cz
Objective: Sleep quality is strongly associated with parameters of mental and physical health
and therefore a major public health issue. We wanted to evaluate this association in young …
and therefore a major public health issue. We wanted to evaluate this association in young …
0815 A Machine Learning Approach to Identify Factors Associated with Adolescent Sleep Outcomes
Introduction Beyond natural physiological changes coinciding with puberty, several factors
perpetuate poor sleep health in adolescents. However, there is limited research examining …
perpetuate poor sleep health in adolescents. However, there is limited research examining …
Daily Variation in Sleep Duration, Affect and Emotions in Croatian Youth: An Ambulatory Assessment
L Šutić, M Novak - European journal of mental health, 2024 - ejmh.semmelweis.hu
Introduction: Sleep habits are related to mood stability and mental health, and adolescence
may be an appropriate time to address disturbed sleep patterns because it is a critical period …
may be an appropriate time to address disturbed sleep patterns because it is a critical period …
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