Association of changing physical activity intensity and bout length with mortality: a study of 79,507 participants in UK Biobank
Millard, L. A. C.; Tilling, K.; Gaunt, T. R.; Carslake, D.; Lawlor, D. A.
Show abstract
BackgroundSpending more time active (and less time sedentary) is associated with many health benefits such as improved cardiovascular health and lower risk of all-cause mortality. However, it is unclear whether these associations differ depending on whether time spent sedentary or in moderate-vigorous physical activity (MVPA) is accumulated in long or short bouts. In this study we used a novel analytical approach, that accounts for substitution (i.e. more time in MVPA means spending less time sleeping, in light activity or being sedentary), to examine whether length of sedentary and MVPA bouts associates with all-cause mortality. Methods and findingsWe used data on 79,507 participants from UK Biobank. We derived the total time participants spent in activity categories - sleep, sedentary, light activity and MVPA - on average per day. We also derived the time spent in sedentary and MVPA bouts of short (1-15 minutes), medium (16-40 minutes) and long (41+ minutes) duration. We used Cox proportion hazards regression to estimate the association of spending 10 minutes more average daily time in one activity or bout length category, coupled with spending 10 minutes less time in another, with all-cause mortality. Those spending more time sedentary had higher mortality risk if this replaced time spent in light activity (hazard ratio 1.02 [95% confidence interval (CI): 1.01, 1.03]), and an even higher risk if this replaced time spent in MVPA (hazard ratio 1.08 [95% CI: 1.06, 1.10]). Those spending more time in MVPA had lower mortality risk, irrespective of whether this replaced time spent sleeping, sedentary or in light activity. We found little evidence to suggest that mortality risk differed depending on the length of sedentary or MVPA bouts. A limitation of our study is that we cannot assume that these results are causal, though we adjusted for key confounders. ConclusionsUsing our novel analytical approach, we uniquely show that time spent in MVPA is associated with reduced mortality, irrespective of whether it replaces time spent sleeping, sedentary or in light activity. This emphasizes the specific importance of MVPA. We found little evidence to suggest that the impact of MVPA differs depending on whether it is obtained from several short bouts or fewer longer bouts, supporting recent policy changes in some countries. Further studies are needed to investigate causality and explore health outcomes beyond mortality.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Descriptive epidemiology of physical activity energy expenditure in UK adults. The Fenland Study. 94%
- New job, new habits? A Multilevel Interrupted Time Series analysis of diet, physical activity and sleep changes among young adults starting work for the first time 94%
- Is occupational physical activity associated with all-cause mortality in UK Biobank? 94%
Similar papers in this journal
- Characterization of Trajectories of Physical Activity and Cigarette Smoking from Early Adolescence to Adulthood 92%
- The association of lifestyle with cardiovascular and all-cause mortality based on machine learning: A Prospective Study from the NHANES 92%
- Associations of socioeconomic position and adverse childhood experiences with health-related behaviour changes and changes to employment during the first COVID-19 lockdown in the UK 91%
Similar papers in this journal
- Longitudinal changes and key determinants of meeting WHO recommended levels of physical activity during the COVID-19 pandemic in a UK-based sample: Findings from the HEBECO Study 95%
- Effects of physical activity and exercise on well-being in the context of the Covid-19 pandemic 94%
- Impact of COVID-19 lockdown on psychosocial factors, health, and lifestyle in Scottish octogenarians: the Lothian Birth Cohort 1936 Study 93%
Similar papers in this journal
- The UK Coronavirus Job Retention Scheme and changes in diet, physical activity and sleep during the COVID-19 pandemic: Evidence from eight longitudinal studies 95%
- Exploring health in the UK Biobank: associations with sociodemographic characteristics, psychosocial factors, lifestyle and environmental exposures 93%
- Health impacts of takeaway management zones around schools in six different local authorities across England: a public health modelling study using PRIMEtime 92%
Similar papers in this journal
- Educational differentials in domain specific physical activity by ethnicity, age, and gender: findings from over 44,000 participants in The UK Household Longitudinal Study (2013-2015). 95%
- Correlates of and changes in aerobic physical activity and strength training before and after the onset of COVID-19 pandemic in the UK – findings from the HEBECO study 94%
- Impact of social restrictions during the COVID-19 pandemic on the physical activity levels of older adults: an analysis of the CHARIOT COVID-19 Rapid Response Study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.