Evidence map›Paper›PMID 42515426›Full record

ArticleSensors (Basel, Switzerland)2026

Mapping the Multidimensional Link Between Spatiotemporal Gait Features and Metabolic Cost in Older Adults.

Boyi Hu, Yuetong Wu, Xiangrui Wang, Amal A Wanigatunga, Todd M Manini

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Boyi HuDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA.
Yuetong WuDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA.ORCID 0009-0007-7649-1300
Xiangrui WangDepartment of Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA.
Amal A WanigatungaJohns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA.ORCID 0000-0002-5763-5184
Todd M ManiniDepartment of Health Outcomes & Biomedical Informatics and Institute on Aging, University of Florida, Gainesville, FL 32611, USA.

Funding

University of Florida Older Americans Independence Center (OAIC)P30AG028740 · NIA · UNIVERSITY OF FLORIDA · PI Stephen D Anton · 2007 to 2026
$22.8M
Metabolic Costs of Daily Activities in Older AdultsR01AG042525 · NIA · UNIVERSITY OF FLORIDA · PI MANINI, TODD · 2013 to 2017
$1.6M
NIA NIH HHS P30 AG028740NIA NIH HHS R01 AG042525NIH HHS 1R01AG042525-13University of Florida 1P30AG028740
6 · The paper itself

Abstract

Walking becomes less economical with age, but the links between detailed gait mechanics and metabolic energy expenditure remain unclear. This study examined multidimensional associations between gait characteristics and walking energetics in community-dwelling older adults. Eighty-five participants, including 62.4% women, completed a steady-state walking task while metabolic energy expenditure was measured using portable indirect calorimetry. Four energetic outcomes were analyzed: walking cost as a percent of peak metabolic capability, steady-state walking metabolic rate, gross cost of transport, and reserve cost of transport. Gait was assessed using an instrumented walkway and summarized across spatial, temporal, and variability domains, yielding 28 gait parameters. Pearson correlations were calculated between each gait parameter and each metabolic outcome, with significance set at

Indexed as

Energy MetabolismGaitAgedAged, 80 and overBiomechanical PhenomenaFemaleHumansMaleWalkinggait analysismetabolic cost of walkingolder adultsportable sensors

Identifiers

PMID42515426
PMCPMC13431330

What OpenQuestion holds

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Registered trials

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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.