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RecruitingNCT07846618Updated Sep 29, 2026

Acute Mental Fatigue and Muscle Strength

An interventional study of Computer-Based Mental Fatigue Protocol in Mental Fatigue and Muscle Strength Dynamometer, sponsored by Florida Institute for Human and Machine Cognition. Recruiting at 1 site in United States. Open to participants aged 18 Years to 39 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-09-29.

Sponsored by Florida Institute for Human and Machine Cognition · Not applicable, Interventional, and Basic science

Phase
Not applicable
Study type
Interventional
Enrollment
50
Allocation
Not applicable
Ages
18 Years to 39 Years
Sex
All
01

Study summary

This study will investigate the acute effects of mental fatigue on lower-extremity muscle strength and limb symmetry in healthy young adults. Participants will complete lower-extremity strength testing before and after a standardized computer-based mental fatigue protocol involving tasks of attention, reaction time, concentration, and working memory. Muscle strength and limb symmetry will be assessed using isokinetic dynamometry, with muscle activity measured using surface electromyography. Participants will also complete subjective measures of mental fatigue, sleepiness, mental effort, and perceived physical exertion. Heart rate will be monitored throughout the study, and brain activity may be assessed during cognitive tasks. The study will determine whether acute mental fatigue is associated with changes in muscle strength, limb symmetry, and neuromuscular performance.

Read the detailed description

This study will investigate the acute effects of mental fatigue on lower-extremity muscle strength, interlimb symmetry, and neuromuscular performance in healthy young adults. The study will use a within-subject, repeated-measures design in which participants complete lower-extremity strength testing immediately before and after a standardized computer-based mental fatigue protocol. Each participant's pre-fatigue measurements will serve as the baseline comparison for their post-fatigue measurements.

Participants will complete one experimental session lasting up to approximately two hours at the Florida Institute for Human and Machine Cognition (IHMC) Healthspan, Resilience, and Performance Research Complex. Before testing, participants will undergo eligibility screening, provide written informed consent, and complete familiarization with the strength-testing procedures and computer-based cognitive tasks. Following familiarization, participants will complete a standardized rest period of at least five minutes before baseline measurements are collected.

Lower-extremity muscle strength will be assessed using a Biodex isokinetic dynamometer. Participants will perform knee extension and flexion with both lower extremities at three different movement speeds to assess strength across multiple testing conditions. Peak torque will be used as a primary measure of muscle strength. Testing of both limbs will also allow calculation of a Limb Symmetry Index (LSI) to quantify differences in strength between the lower extremities. Participants will rate their perceived physical exertion following each strength assessment.

Surface electromyography (EMG) will be used to record muscle activity from selected muscles of both thighs during strength testing. Participants may also perform maximal voluntary isometric contractions before the primary strength assessment to assist with normalization and interpretation of EMG signals. EMG measurements will be used to examine whether changes in strength following the mental fatigue protocol are accompanied by changes in muscle activity.

Following the baseline strength assessment, participants will complete approximately 30 minutes of standardized computer-based cognitive tasks designed to require sustained attention, concentration, reaction time, working memory, and mental effort and thereby induce acute mental fatigue. Tasks may include a psychomotor vigilance task, an incongruent Stroop task, and an n-back working-memory task. Reaction time and response accuracy may be recorded during the cognitive tasks.

Subjective mental fatigue and sleepiness will be assessed before and after the mental fatigue protocol. Following the cognitive tasks, participants will also rate the mental effort required to complete the tasks. These measures will be used to characterize the subjective response to the mental fatigue protocol and evaluate whether participants experienced increased mental fatigue following the intervention.

Heart rate and cardiac activity may be continuously monitored using a Polar H10 chest sensor during the experimental session to provide additional information regarding physiological responses during the strength-testing and cognitive-task portions of the protocol. Brain electrical activity may also be recorded using noninvasive electroencephalography (EEG) during the cognitive tasks in a subset of participants.

Immediately following completion of the mental fatigue protocol and post-task questionnaires, participants will repeat the same bilateral Biodex strength assessment performed at baseline. Testing procedures, positioning, movement speeds, instructions, and outcome measurements will be kept consistent between the pre- and post-fatigue assessments. Surface EMG will again be recorded during strength testing, and participants will rate their perceived physical exertion.

The primary analyses will compare pre- and post-fatigue measures of lower-extremity muscle strength and limb symmetry to determine whether acute mental fatigue is associated with changes in peak torque or LSI. Additional analyses will examine subjective mental fatigue, sleepiness, mental effort, perceived physical exertion, muscle activity, cognitive-task performance, and physiological responses. The findings will help determine whether acute mental fatigue should be considered when measuring and interpreting lower-extremity strength and limb symmetry in research, rehabilitation, and human performance settings.

02

Conditions studied

  • Mental Fatigue
  • Muscle Strength Dynamometer

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Keywords

  • mental fatigue
  • muscle strength
  • limb symmetry
  • isokinetic dynamometry
  • electromyography
03

Who can participate

Ages eligible
18 Years to 39 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Inclusion criteria

  1. Age 18-39 years
  2. Able to produce maximal force against Biodex protocol
  3. Able to perform required lower extremity movements through range of motion necessary for Biodex protocol
  4. No known cognitive impairment
  5. Sufficient musculoskeletal health to complete the tasks

Exclusion criteria

Exclusion Criteria:

  1. History of a neurological disorder, disease, or cognitive impairment that may affect cognition, motor control, reaction time, or force production
  2. History of musculoskeletal injury affecting the lower extremities within the past 6 months
  3. History of lower extremity surgery affecting force production of the hip, knee, or ankle
  4. Color-vision impairment
  5. Significant visual or hearing impairment
  6. History of migraine headaches
  7. Current significant sleep disturbances or sleep deprivation
  8. Head injury that may affect cognitive function
  9. Medical condition affecting ability to produce maximal force safely
  10. Allergy to adhesive tape, parabens, or propylene glycol
  11. Scalp lacerations, open wounds, or sutures on the scalp
  12. Cranial surgery or skull defects
  13. History of unexplained dizziness or fainting in the past 6 months
  14. Individuals who are pregnant, prisoners, or not yet adults
  15. Inability to communicate with investigators
  16. Inability to provide written informed consent
04

Study design

Phase
Not applicable
Primary purpose
Basic science
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
50 participants (estimated)

Study arms

  • Experimental
    Mental Fatigue Intervention

    Participants will complete baseline lower-extremity muscle strength testing followed by approximately 30 minutes of standardized computer-based cognitive tasks designed to induce acute mental fatigue. Lower-extremity muscle strength testing will then be repeated immediately following the mental fatigue intervention.

    Other: Computer-Based Mental Fatigue Protocol

Interventions

  • OtherComputer-Based Mental Fatigue Protocol

    Participants will complete approximately 30 minutes of standardized computer-based cognitive tasks designed to induce acute mental fatigue. The tasks require sustained attention, concentration, reaction time, working memory, and mental effort and may include the Psychomotor Vigilance Task (PVT), incongruent Stroop task, and n-back task. Participants will complete the mental fatigue protocol after baseline strength testing and before the post-intervention strength assessment. Subjective mental fatigue and sleepiness will be assessed before and after the intervention, and perceived mental effort will be assessed following the intervention.

05

What researchers measure

Primary outcomes

  1. Lower-Extremity Muscle Strength

    Lower-extremity muscle strength will be assessed using a Biodex isokinetic dynamometer during bilateral knee extension and flexion at three different movement speeds. Peak torque will be recorded as the primary measure of muscle strength. Changes in peak torque from baseline to immediately following the computer-based mental fatigue intervention will be evaluated.

    Time frame: Baseline and immediately following the approximately 30-minute mental fatigue intervention, during a single study visit lasting up to 2 hours.

  2. Lower-Extremity Limb Symmetry

    Limb symmetry will be assessed using peak torque measurements obtained from both lower extremities during isokinetic knee extension and flexion testing. A Limb Symmetry Index (LSI) will be calculated to quantify the similarity in muscle strength between the two lower extremities. Changes in LSI from baseline to immediately following the computer-based mental fatigue intervention will be evaluated.

    Time frame: Baseline and immediately following the approximately 30-minute mental fatigue intervention, during a single study visit lasting up to 2 hours.

06

Study locations

1 of 1 sites recruiting
  • Florida Institute for Human and Machine Cognition
    Pensacola, Florida 32502, United States
    Recruiting
07

References and documents

Individual participant data

Plan to share: Yes — De-identified individual participant data that underlie the results reported in publications from this study may be made available to other researchers for scientific research purposes. Data will be shared without information that directly identifies participants.

Supporting information: Study protocol

No publications or documents are linked to this record.

08

Registry details

Key details

Study ID
NCT07846618
Lead sponsor
Florida Institute for Human and Machine Cognition
Responsible party
Nicole Rendos (Research Scientist, Florida Institute for Human and Machine Cognition) — Principal investigator
First posted
Sep 29, 2026
Start date
Sep 23, 2026
Primary completion
Dec 31, 2027 (estimated)
Completion
Dec 31, 2027 (estimated)
Last update
Sep 29, 2026

Study contacts

Nicole K Rendos, PhD
Contact
nrendos@ihmc.org
850-202-4442
Nicole K Rendos, PhD
principal investigator · Florida Institute for Human and Machine Cognition

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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