Evidence map›Paper›PMID 40292909›Full record

ArticleSensors (Basel, Switzerland)2025

Test-Retest Reliability and Minimal Detectable Changes for Wearable Sensor-Derived Gait Stability, Symmetry, and Smoothness in Individuals with Severe Traumatic Brain Injury.

Fulvio Dal Farra, Stefano Filippo Castiglia, Maria Gabriella Buzzi, Paolo Brasiliano, Sara De Angelis, Gianluca Paolocci, Simona Vasta, Gabriele Marangon, Amaranta Soledad Orejel Bustos, Elena Bergamini and 2 more

Abstract read
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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

12 authors.

Fulvio Dal FarraDepartment of Information Engineering, University of Brescia, 25123 Brescia, Italy.ORCID 0000-0001-8431-600X
Stefano Filippo CastigliaDepartment of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome Polo Pontino, 04100 Latina, Italy.ORCID 0000-0001-5329-5197
Maria Gabriella BuzziIRCCS Fondazione Santa Lucia, via Ardeatina, 354, 00179 Rome, Italy.ORCID 0000-0003-1307-8707
Paolo BrasilianoDepartment of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza Lauro De Bosis 6, 00135 Rome, Italy.ORCID 0000-0003-2545-3930
Sara De AngelisIRCCS Fondazione Santa Lucia, via Ardeatina, 354, 00179 Rome, Italy.
Gianluca PaolocciIRCCS Fondazione Santa Lucia, via Ardeatina, 354, 00179 Rome, Italy.ORCID 0000-0002-3618-162X
Simona VastaDepartment of Cognitive, Psychological Pedagogical and Cultural Studies (COSPECS), University of Messina, 98122 Messina, Italy.ORCID 0009-0005-6126-3589
Gabriele MarangonDepartment of Neuroscience, Imaging and Clinical Sciences, University of Chieti-Pescara, 66100 Chieti, Italy.
Amaranta Soledad Orejel BustosIRCCS Fondazione Santa Lucia, via Ardeatina, 354, 00179 Rome, Italy.ORCID 0000-0002-0884-3315
Elena BergaminiDepartment of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza Lauro De Bosis 6, 00135 Rome, Italy.ORCID 0000-0002-9055-3981
Viviana BettiIRCCS Fondazione Santa Lucia, via Ardeatina, 354, 00179 Rome, Italy.
Marco TramontanoDepartment of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy.ORCID 0000-0001-6034-0638

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Severe traumatic brain injury (sTBI) often results in significant impairments in gait stability, symmetry, and smoothness. Inertial measurement units (IMUs) have emerged as powerful tools to quantify these aspects of gait, but their clinometric properties in sTBI populations remain underexplored. This study aimed to assess the test-retest reliability and minimal detectable change (MDC) of three IMU-derived indices-normalized Root Mean Square (nRMS), improved Harmonic Ratio (iHR), and Log Dimensionless Jerk (LDLJ)-during a 10 m walking test for sTBI survivors. Forty-nine participants with sTBI completed the walking test, with IMUs placed on key body segments to capture accelerations and angular velocities. Test-retest analyses revealed moderate to excellent reliability for nRMS and iHR in anteroposterior (ICC: 0.78-0.95 and 0.94, respectively) and craniocaudal directions (ICC: 0.95), with small MDC values, supporting their clinical applicability (MDC: 0.04-0.3). However, iHR in the mediolateral direction exhibited greater variability (ICC: 0.80; MDC: 9.74), highlighting potential sensitivity challenges. LDLJ metrics showed moderate reliability (ICC: 0.57-0.77) and higher MDC values (0.55-0.75), suggesting the need for further validation. These findings underscore the reliability and sensitivity of specific IMU-derived indices in detecting meaningful gait changes in sTBI survivors, paving the way for refined assessments and monitoring the rehabilitation process of sTBI survivors. Future research should explore these indices' responsiveness to interventions and their correlation with functional outcomes.

Indexed as

Brain Injuries, TraumaticGaitWearable Electronic DevicesAdultFemaleHumansMaleMiddle AgedReproducibility of ResultsWalkingYoung Adultgaitinertial sensorminimal detectable changetraumatic brain injury

Identifiers

PMID40292909
PMCPMC11946399

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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.