Evidence map›Paper›PMID 40006490›Full record

ArticleSensors (Basel, Switzerland)2025

Physical Activity in Pre-Ambulatory Children with Cerebral Palsy: An Exploratory Validation Study to Distinguish Active vs. Sedentary Time Using Wearable Sensors.

Julie M Orlando, Beth A Smith, Jocelyn F Hafer, Athylia Paremski, Matthew Amodeo, Michele A Lobo, Laura A Prosser

Abstract readValidation Study
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Validity of PROMISBehavioral sciences (Basel, Switzerland) · 2025
    Article
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

7 authors.

Julie M OrlandoDivision of Rehabilitation Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.ORCID 0000-0001-7811-8429
Beth A SmithDevelopmental Neuroscience and Neurogenetics Program, The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA.ORCID 0000-0003-2531-5394
Jocelyn F HaferKinesiology and Applied Physiology, University of Delaware, Newark, DE 19713, USA.ORCID 0000-0002-4178-8872
Athylia ParemskiDivision of Rehabilitation Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.ORCID 0009-0003-1298-0050
Matthew AmodeoDepartment of Physical Medicine and Rehabilitation, Hospital of the University of Pennsylvania, Philadelphia, PA 19146, USA.ORCID 0009-0006-2790-6787
Michele A LoboPhysical Therapy Department, Biomechanics & Movement Science Program, University of Delaware, Newark, DE 19713, USA.ORCID 0000-0003-2892-7687
Laura A ProsserDivision of Rehabilitation Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.ORCID 0000-0002-8427-3051

Funding

Locomotor learning in infants at high risk for cerebral palsyR01HD098364 · NICHD · CHILDREN'S HOSP OF PHILADELPHIA · PI PROSSER, LAURA ANNE, SHIH, YO · 2020 to 2024
$3.8M
National Institute on Disability, Independent Living, and Rehabilitation Research H133G140166NICHD NIH HHS R01 HD098364NIH HHS 1R01HD098364-24A4
6 · The paper itself

Abstract

Wearable inertial sensor technology affords opportunities to record the physical activity of young children in their natural environments. The interpretation of these data, however, requires validation. The purpose of this study was to develop and establish the criterion validity of a method of quantifying active and sedentary physical activity using an inertial sensor for pre-ambulatory children with cerebral palsy. Ten participants were video recorded during 30 min physical therapy sessions that encouraged gross motor play activities, and the video recording was behaviorally coded to identify active and sedentary time. A receiver operating characteristic curve identified the optimal threshold to maximize true positive and minimize false positive active time for eight participants in the development dataset. The threshold was 0.417 m/s

Indexed as

Cerebral PalsyExerciseWearable Electronic DevicesAccelerometryChildChild, PreschoolFemaleHumansMaleROC CurveSedentary Behavioraccelerometryactigraphyactiveactivity cut-pointsactivity monitoringcerebral palsymotion sensorssedentarywearable sensors

Identifiers

PMID40006490
PMCPMC11860784

What OpenQuestion holds

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Registered trials

None linked

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.