ArticleBMC public health2021
Life-course leisure-time physical activity trajectories in relation to health-related behaviors in adulthood: the Cardiovascular Risk in Young Finns study.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.
- Evidence and Future Directions for Pediatric Health Care Chatbots: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Gender and socio-economic differences in physical activity and fitness among rural Bangladeshi adolescents: a cross-sectional study from the 15-year follow-up of MINIMat cohort.Scientific reports · 2026Article
- Physical Activity Since Childhood and its Association with Changes in Midlife Cognitive Functions: A Longitudinal Prospective Cohort Study.Medicine and science in sports and exercise · 2026Article
- Diet Quality, Physical Activity, and Epigenetic Aging in the Finnish Working-Age Population.The Journal of nutrition · 2026Article
- Recess and after-hours behavior patterns associated with community schoolyard transformations.The international journal of behavioral nutrition and physical activity · 2026Article
- Cardiovascular disease risk and its behavioural correlates among university students in Punjab, India: a cross-sectional analytical study.BMJ public health · 2026Article
- Associations of sport and exercise participation in adolescence with body composition and device-measured physical activity in adulthood: longitudinal data from the Norwegian HUNT study.The international journal of behavioral nutrition and physical activity · 2025Article
- Impacts of temperature and solar radiation changes in northern Europe on key population health behaviors: a scoping review of reviews.Scandinavian journal of public health · 2025Article
- Impact of Physical Activity on Health Behavior Change and Mental Health During the COVID-19 Epidemic Among Chinese Adults: China Health and Retirement Longitudinal Study (CHARLS).International journal of environmental research and public health · 2025Article
- The impact of exposure to green or bluespace on dietary intake and food choices among adults-A systematic literature review.Food science & nutrition · 2024Review
- Factors Associated with the Practice of Low-Carb and Low-Fat Diets among Participants of the Longitudinal Study of Adult Health (ELSA-Brasil).Nutrients · 2024Article
- Association of Ideal Cardiovascular Health in Youth with Cancer Risk in Adulthood: A Cardiovascular Risk in Young Finns Study.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2024Article
- Association of parent-child health parameters and lifestyle habits - the "epi-family health" longitudinal study protocol.Archives of public health = Archives belges de sante publique · 2024Article
- Longitudinal leisure-time physical activity profiles throughout adulthood and related characteristics: a 36-year follow-up study of the older Finnish Twin Cohort.The international journal of behavioral nutrition and physical activity · 2024Article
- Characterization of trajectories of physical activity and cigarette smoking from early adolescence to adulthood.BMC public health · 2023Article
- The Impact of Physical Activity and Inactivity on Cardiovascular Risk across Women's Lifespan: An Updated Review.Journal of clinical medicine · 2023Review
- Prognostic Implications of Physical Activity on Mortality from Ischaemic Heart Disease: Longitudinal Cohort Study Data.Journal of clinical medicine · 2023Article
- Leisure-time physical activity trajectories from adolescence to adulthood in relation to several activity domains: a 27-year longitudinal study.The international journal of behavioral nutrition and physical activity · 2023Article
- Exploring the Black Box of an mHealth Intervention (LIFE4YOUth): A Qualitative Process and Outcome Evaluation of End-User Engagement.International journal of environmental research and public health · 2022Article
- Adolescent Body Mass Index and Exposure to Peers with Overweight and Obesity: A Structural Equation Model Approach to Longitudinal Network Data.Childhood obesity (Print) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundEvidence on whether leisure-time physical activity (LTPA) facilitates individuals' adoption of multiple healthy behaviors remains scarce. This study investigated the associations of diverse longitudinal LTPA trajectories from childhood to adulthood with diet, screen time, smoking, binge drinking, sleep difficulties, and sleep duration in adulthood.
methodsData were drawn from the Cardiovascular Risk in Young Finns Study. Participants were aged 9-18 years (N = 3553; 51% females) in 1980 and 33-49 years at the latest follow-up in 2011. The LTPA trajectories were identified using a latent profile analysis. Differences in self-reported health-related behaviors across the LTPA trajectories were studied separately for women and men by using the Bolck-Croon-Hagenaars approach. Models were adjusted for age, body mass index, education level, marital status, total energy intake and previous corresponding behaviors.
resultsPersistently active, persistently low-active, decreasingly and increasingly active trajectories were identified in both genders and an additional inactive trajectory for women. After adjusting the models with the above-mentioned covariates, the inactive women had an unhealthier diet than the women in the other trajectories (p < 0.01; effect size (ES) > 0.50). The low-active men followed an unhealthier diet than the persistently and increasingly active men (p < 0.01; ES > 0.50). Compared to their inactive and low-active peers, smoking frequency was lower in the increasingly active women and men (p < 0.01; ES > 0.20) and persistently active men (p < 0.05; ES > 0.20). The increasingly active men reported lower screen time than the low-active (p < 0.001; ES > 0.50) and persistently active (p < 0.05; ES > 0.20) men. The increasingly and persistently active women reported fewer sleep difficulties than the inactive (p < 0.001; ES > 0.80) and low-active (p < 0.05; ES > 0.50 and > 0.80, respectively) women. Sleep duration and binge drinking were not associated with the LTPA trajectories in either gender, nor were sleep difficulties in men and screen time in women.
conclusionsNot only persistently higher LTPA but also an increasing tendency to engage in LTPA after childhood/adolescence were associated with healthier diet and lower smoking frequency in both genders, having less sleep difficulties in women and lower screen time in increasingly active men. Inactivity and low activity were associated with the accumulation of several unhealthy behaviors in adulthood. Associations were stronger in women.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.