Machine learning and algorithmic fairness in public and population health

V Mhasawade, Y Zhao, R Chunara - Nature Machine Intelligence, 2021 - nature.com
Until now, much of the work on machine learning and health has focused on processes
inside the hospital or clinic. However, this represents only a narrow set of tasks and …

Physical activity: Health impact, prevalence, correlates and interventions

RE Rhodes, I Janssen, SSD Bredin… - Psychology & …, 2017 - Taylor & Francis
Objective: To provide a broad overview of the state of physical activity (PA) research in the
form of (1) definitions of PA,(2) health benefits,(3) prevalence,(4) correlates and (5) …

Physical activity and sedentary lifestyle in university students: changes during confinement due to the COVID-19 pandemic

C Romero-Blanco, J Rodríguez-Almagro… - International journal of …, 2020 - mdpi.com
Regular physical activity is related to many factors in a university student's environment. The
coronavirus pandemic and the resulting lockdown have restricted many elements of our …

[HTML][HTML] System usability scale benchmarking for digital health apps: meta-analysis

M Hyzy, R Bond, M Mulvenna, L Bai, A Dix… - JMIR mHealth and …, 2022 - mhealth.jmir.org
Background The System Usability Scale (SUS) is a widely used scale that has been used to
quantify the usability of many software and hardware products. However, the SUS was not …

Updating ACSM's recommendations for exercise preparticipation health screening

D Riebe, BA Franklin, PD Thompson, CE Garber… - 2015 - academiccommons.columbia.edu
Updating ACSM_s Recommendations for Exercise Preparticipation Health Screening Page 1
Roundtable Consensus Statement Updating ACSM_s Recommendations for Exercise …

The effects of stress on physical activity and exercise

MA Stults-Kolehmainen, R Sinha - Sports medicine, 2014 - Springer
Background Psychological stress and physical activity (PA) are believed to be reciprocally
related; however, most research examining the relationship between these constructs is …

Correlates of physical activity: why are some people physically active and others not?

AE Bauman, RS Reis, JF Sallis, JC Wells, RJF Loos… - The lancet, 2012 - thelancet.com
Physical inactivity is an important contributor to non-communicable diseases in countries of
high income, and increasingly so in those of low and middle income. Understanding why …

Socio-economic determinants of physical activity across the life course: A" DEterminants of DIet and Physical ACtivity"(DEDIPAC) umbrella literature review

G O'Donoghue, A Kennedy, A Puggina, K Aleksovska… - PloS one, 2018 - journals.plos.org
Background To date, the scientific literature on socioeconomic correlates and determinants
of physical activity behaviours has been dispersed throughout a number of systematic …

Go to bed! A systematic review and meta-analysis of bedtime procrastination correlates and sleep outcomes

VM Hill, AL Rebar, SA Ferguson, AE Shriane… - Sleep Medicine …, 2022 - Elsevier
Bedtime procrastination is defined as the volitional delay of going to bed, without any
external circumstances causing the delay, and is associated with inadequate sleep …

Understanding eating behavior during the transition from adolescence to young adulthood: a literature review and perspective on future research directions

FM Stok, B Renner, P Clarys, N Lien, J Lakerveld… - Nutrients, 2018 - mdpi.com
Introduction: Eating behavior often becomes unhealthier during the transition from
adolescence to young adulthood, but not much is known about the factors that drive this …