ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2021
Association Between Walking Energetics and Fragmented Physical Activity in Mid- to Late-Life.
Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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Who cites it
11 citing papers in PubMed.
- Accelerometer-measured physical activity fragmentation and incident cardiovascular diseases: a prospective cohort study.Nutrition journal · 2026Article
- Accelerometry-derived activity fragmentation as a predictor of brain atrophy and disability progression in multiple sclerosis.Multiple sclerosis (Houndmills, Basingstoke, England) · 2026Article
- Rising energetic cost of walking predicts cognitive impairment.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Physical Activity Patterns and Variability, Cognitive Performance, and Dementia in the National Health and Aging Trends Study.Medicine and science in sports and exercise · 2025Article
- The association of physical activity fragmentation with all-cause mortality in Hispanics: a prospective cohort study.Lancet regional health. Americas · 2025Article
- Purpose in life and accelerometer-measured physical activity among older adults.Psychology & health · 2025Article
- Differences in Daily Physical Activity by Alzheimer's Risk Markers Among Older Adults.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Physical Activity Fragmentation and Falls in Older Adults: Findings From the National Health and Aging Trends Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Cross-sectional associations between patterns and composition of upright and stepping events with physical function: insights from The Maastricht Study.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2024Article
- Longitudinal associations between energy utilization and brain volumes in cognitively normal middle aged and older adults.Scientific reports · 2022Article
- Daily Physical Activity Patterns as a Window on Cognitive Diagnosis in the Baltimore Longitudinal Study of Aging (BLSA).Journal of Alzheimer's disease : JAD · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
backgroundPhysical activity becomes increasingly fragmented with age, which may be an early marker of functional decline. Energetic cost of walking and energy capacity are also linked with functional decline, but their associations with activity fragmentation, and the potential modifying roles of total daily physical activity and age, remains unclear.
methodA total of 493 participants (50-93 years) from the Baltimore Longitudinal Study of Aging underwent measures of energetic cost of usual-paced overground walking (mL/kg/m), energy demand during slow walking (mL/kg/min) on a treadmill (0.67 m/s, 0% grade), and average peak walking energy expenditure (mL/kg/min) during a fast-paced 400-m walk. A ratio of slow walking to peak walking energy expenditure ("cost-to-capacity ratio") was calculated. Activity fragmentation was quantified as an active-to-sedentary transition probability (ASTP) using Actiheart accelerometer data. Linear regression models with ASTP as the dependent variable were used to test whether poorer energy cost and capacity were associated with higher ASTP and whether the associations differed by daily physical activity or age.
resultsAfter adjusting for demographics, body composition, comorbidities, and daily physical activity, every 10% higher cost-to-capacity ratio was associated with 0.4% greater ASTP (p = .005). This association was primarily driven by the least active participants (pinteraction = .023). Peak walking energy expenditure was only associated with ASTP among participants aged ≥70 years.
conclusionsHigher cost-to-capacity ratio and lower energy capacity may manifest as more fragmented physical activity, especially among those less active or aged ≥70 years. Future studies should examine whether an increasing cost-to-capacity ratio or declining energy capacity predicts subsequent activity fragmentation.
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