Predicting Pain and Disability From Voice Recordings in Low Back Pain
Estimation of Pain Level in Patients With Chronic Low Back Pain From Voice Recordings: A Comparative Pilot Study With VAS and Lumbar Function Index
1 other identifier
observational
110
0 countries
N/A
Brief Summary
This study aims to investigate whether pain intensity (assessed by Visual Analog Scale - VAS) and functional impairment (Roland-Morris Disability Questionnaire \[RMDQ\] or Oswestry Disability Index \[ODI\]) in patients with chronic low back pain can be estimated using acoustic features extracted from short voice recordings.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Sep 2025
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
July 12, 2025
CompletedFirst Posted
Study publicly available on registry
July 22, 2025
CompletedStudy Start
First participant enrolled
September 28, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
September 30, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
September 30, 2025
CompletedSeptember 19, 2025
September 1, 2025
2 days
July 12, 2025
September 18, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Correlation between voice features and pain level (VAS score)
Voice parameters such as pitch, tone, speech rate, and pauses will be analyzed and statistically correlated with pain levels as measured by the Visual Analog Scale (VAS). The VAS is a self-reported pain measurement tool scored on a scale from 0 to 10, where: 0 indicates no pain, and 10 indicates the worst pain imaginable. Higher scores represent worse pain outcomes.
At the time of enrollment
Secondary Outcomes (1)
Correlation between voice features and functional impairment (Oswestry Disability Index [ODI] or Roland-Morris Disability Questionnaire [RMDQ])
At the time of enrollment
Study Arms (11)
VAS 0 Group
Participants with chronic low back pain reporting a VAS score of 0
VAS 1 Group
Participants with chronic low back pain reporting a VAS score of 1
VAS 2 Group
Participants with chronic low back pain reporting a VAS score of 2
VAS 3 Group
Participants with chronic low back pain reporting a VAS score of 3
VAS 4 Group
Participants with chronic low back pain reporting a VAS score of 4
VAS 5 Group
Participants with chronic low back pain reporting a VAS score of 5
VAS 6 Group
Participants with chronic low back pain reporting a VAS score of 6
VAS 7 Group
Participants with chronic low back pain reporting a VAS score of 7
VAS 8 Group
Participants with chronic low back pain reporting a VAS score of 8
VAS 9 Group
Participants with chronic low back pain reporting a VAS score of 9
VAS 10 Group
Participants with chronic low back pain reporting a VAS score of 10
Interventions
Participants will be asked to read a standardized one-minute text aloud in a quiet room. Their voices will be recorded using a high-quality microphone. The recordings will later be analyzed for acoustic features such as pitch, speech rate, pauses, and intonation. This procedure is non-invasive and does not involve any clinical or pharmacological intervention.
Eligibility Criteria
Adults aged 18 to 70 years with chronic low back pain who are literate and visiting the physical medicine and rehabilitation outpatient clinic. Participants must be able to read and speak Turkish fluently to complete questionnaires and perform the standardized reading task for voice recording. Individuals with acute back pain, neurological disorders, or communication impairments are excluded.
You may qualify if:
- Age between 18-70 years
- Diagnosed with chronic low back pain and attending the physical medicine and rehabilitation clinic
- Literate (able to read and write)
You may not qualify if:
- Age below 18
- Illiterate individuals
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- nurmuhammet taslead
- Erzurum Regional Training & Research Hospitalcollaborator
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER GOV
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- Principal Investigator
Study Record Dates
First Submitted
July 12, 2025
First Posted
July 22, 2025
Study Start
September 28, 2025
Primary Completion
September 30, 2025
Study Completion
September 30, 2025
Last Updated
September 19, 2025
Record last verified: 2025-09
Data Sharing
- IPD Sharing
- Will not share
Anonymized data may be used in aggregated form for publication.