NCT07644611

Brief Summary

This observational, prospective, within-subject study will examine how the volume and timing of physiotherapy and psychology classes and exams at LUDES Institute influence mental fatigue, sleepiness, motivation, executive function, and physical performance in university students. Approximately 30 students aged 18 years or older will complete repeated assessments at baseline (no formal academic activities), during a regular theoretical class, and, when feasible, during an exam session. At each time point, participants will undergo non-invasive measurements including self-reported mental fatigue (visual analogue scale), sleepiness (Karolinska Sleepiness Scale), motivation (Motivational States Scale), cognitive performance (Encephalapp Stroop task), and handgrip strength and endurance with perceived exertion ratings, alongside sleep diaries and wrist actigraphy. The primary endpoint is the pre-to post-session change in mental fatigue and cognitive performance, with secondary endpoints capturing sleep and circadian metrics, physical performance, motivation, and exam grades. Mixed-effects models will be used to test how class/exam duration, time of day, sleep quantity and quality, and chronotype relate to psychobiological responses, with the goal of informing evidence-based scheduling and workload policies in health-profession education.

Trial Health

63
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
30

participants targeted

Target at below P25 for all trials

Timeline
8mo left

Started Jul 2026

Shorter than P25 for all trials

Geographic Reach
1 country

1 active site

Status
not yet recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

June 2, 2026

Completed
10 days until next milestone

First Posted

Study publicly available on registry

June 12, 2026

Completed
19 days until next milestone

Study Start

First participant enrolled

July 1, 2026

Expected
6 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

December 20, 2026

2 months until next milestone

Study Completion

Last participant's last visit for all outcomes

February 20, 2027

Last Updated

June 12, 2026

Status Verified

June 1, 2026

Enrollment Period

6 months

First QC Date

June 2, 2026

Last Update Submit

June 8, 2026

Conditions

Keywords

sleepmental fatigueperformancelearning

Outcome Measures

Primary Outcomes (2)

  • Subjective mental fatigue

    Measured with a 0-100 mm visual analogue scale anchored by "none at all" and "maximal." Participants mark their current level of mental fatigue, and the score is calculated as the distance in millimeters from the zero point to the participant's mark. Higher scores measure in arbitrary units (a.u.) indicate greater fatigue.

    Pre- and post-session during each baseline (T0), teaching (T1), and exam (T2) assessment; assessed immediately before and immediately after each session over the study period.

  • Cognitive performance

    Measured with a Stroop task delivered through a tablet-based application. The task includes congruent/control trials and incongruent trials in which participants must identify the font color while ignoring conflicting word meaning. Performance is quantified by reaction time in milliseconds (ms) for correct responses and accuracy in percentage (%). Faster reaction times and higher accuracy indicate better cognitive performance.

    Pre- and post-session during each baseline (T0), teaching (T1), and exam (T2) assessment; assessed immediately before and immediately after each session over the study period.

Secondary Outcomes (11)

  • Sleepiness

    Pre- and post-session during teaching (T1) and exam (T2) sessions; also assessed at sleep/wake points during the monitoring period (the week in which T0 occurs).

  • Motivation

    Pre- and post-session during each baseline (T0), teaching (T1), and exam (T2) assessment.

  • Physical performance: handgrip strength

    Pre- and post-session during each baseline (T0), teaching (T1), and exam (T2) assessment.

  • Physical performance: handgrip endurance

    Pre- and post-session during each baseline (T0), teaching (T1), and exam (T2) assessment.

  • Perceived exertion

    During each handgrip endurance test (pre- and post-session) at baseline (T0), teaching (T1), and exam (T2) sessions.

  • +6 more secondary outcomes

Study Arms (3)

Baseline T0

Students assessed during a control week without formal classes or exams.

Teaching Session (T1)

Same students assessed immediately before and after a regular theoretical class (morning and afternoon sessions).

Exam Session (T2)

Subset of students assessed immediately before and after an exam session scheduled in their curriculum (morning or afternoon)

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

The study population consists of undergraduate physiotherapy and psychology students enrolled at LUDES Institute (Lugano, Switzerland), who are at least 18 years old and regularly attending scheduled classes. Participants are recruited from cohorts currently following standard curricula and represent a mix of male and female students.

You may qualify if:

  • Enrolled as a physiotherapy or psychology student at LUDES Institute.
  • Age 18 years or older at the time of consent.
  • No self-reported major neurological disorders or conditions that would impair cognitive or physical testing.
  • Self-reported clinical sleep disorders.

You may not qualify if:

  • Use of psychostimulants (e.g., caffeine, energy drinks) before or during scheduled study sessions.
  • Vigorous exercise prior to testing sessions.
  • Melatonin intake.
  • Recent travel involving more than 3 time zones or shift/part-time shift work.
  • Absence from more than 25% of total scheduled lesson time

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

LUDES - Istituto Universitario Professionale

Lugano, Canton Ticino, 6912, Switzerland

Location

Related Publications (23)

  • Rivkin, S. G., & Schiman, J. C. (2015). Instruction time, classroom quality, and academic achievement. The Economic Journal, 125(588), F425-F448.

    BACKGROUND
  • Lee KA, Hicks G, Nino-Murcia G. Validity and reliability of a scale to assess fatigue. Psychiatry Res. 1991 Mar;36(3):291-8. doi: 10.1016/0165-1781(91)90027-m.

    PMID: 2062970BACKGROUND
  • Van Cutsem J, Marcora S, De Pauw K, Bailey S, Meeusen R, Roelands B. The Effects of Mental Fatigue on Physical Performance: A Systematic Review. Sports Med. 2017 Aug;47(8):1569-1588. doi: 10.1007/s40279-016-0672-0.

    PMID: 28044281BACKGROUND
  • Soylu Y, Arslan E, Akcay N, Akgul MS, Kilit B, Lopes TR, de Lima-Junior D. Effects of mental fatigue on psychophysiological responses, kinematic variables and technical actions in small-sided soccer games: a time course analysis. Front Psychol. 2025 Oct 2;16:1654701. doi: 10.3389/fpsyg.2025.1654701. eCollection 2025.

    PMID: 41112567BACKGROUND
  • Solon-Junior LJF, Vieira da Silva Neto L, Lima-Junior D, Costa YP, Klinger da Silva Oliveira J, Fiorese L, Fortes LS. "Encephalapp Stroop": Validity and reliability of a smartphone app to measure cognitive performance in physically active subjects. Appl Neuropsychol Adult. 2026 Jan-Feb;33(1):219-224. doi: 10.1080/23279095.2024.2343024. Epub 2024 Apr 15.

    PMID: 38621290BACKGROUND
  • Smith, A. (2018). Cognitive fatigue and the wellbeing and academic attainment of university students. Journal of Education, Society and Behavioural Science.

    BACKGROUND
  • Plukaard, S., Huizinga, M., Krabbendam, L., & Jolles, J. (2015). Cognitive flexibility in healthy students is affected by fatigue: An experimental study. Learning and Individual Differences, 38, 18-25.

    BACKGROUND
  • Matthews G, Campbell SE, Falconer S, Joyner LA, Huggins J, Gilliland K, Grier R, Warm JS. Fundamental dimensions of subjective state in performance settings: task engagement, distress, and worry. Emotion. 2002 Dec;2(4):315-40. doi: 10.1037/1528-3542.2.4.315.

    PMID: 12899368BACKGROUND
  • de Lima-Junior, D., Gantois, P., Nakamura, F. Y., Marcora, S. M., Batista, G. R., Bartolomei, S., ... & de Sousa Fortes, L. (2024). Mental fatigue impairs the number of repetitions to muscular failure in the half back-squat exercise for low-and mid-but not high-intensity resistance exercise. European Journal of Sport Science, 24(4), 395-404.

    BACKGROUND
  • de Lima-Junior D, Caporaso G, Cortesi M, Fortes LS, Marcora SM. Effects of mental fatigue on perception of effort and performance in national level swimmers. Front Psychol. 2025 Apr 9;16:1520156. doi: 10.3389/fpsyg.2025.1520156. eCollection 2025.

    PMID: 40271358BACKGROUND
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    PMID: 1027738BACKGROUND
  • Hobson JA, Pace-Schott EF. The cognitive neuroscience of sleep: neuronal systems, consciousness and learning. Nat Rev Neurosci. 2002 Sep;3(9):679-93. doi: 10.1038/nrn915.

    PMID: 12209117BACKGROUND
  • Filipas L, Ferioli D, Banfi G, La Torre A, Vitale JA. Single and Combined Effect of Acute Sleep Restriction and Mental Fatigue on Basketball Free-Throw Performance. Int J Sports Physiol Perform. 2021 Mar 1;16(3):415-420. doi: 10.1123/ijspp.2020-0142. Epub 2021 Jan 12.

    PMID: 33440343BACKGROUND
  • Diette, T. M., & Raghav, M. (2017). Does early bird catch the worm or a lower GPA? Evidence from a liberal arts college. Applied Economics, 49(33), 3341-3350.

    BACKGROUND
  • Dietch JR, Taylor DJ. Evaluation of the Consensus Sleep Diary in a community sample: comparison with single-channel electroencephalography, actigraphy, and retrospective questionnaire. J Clin Sleep Med. 2021 Jul 1;17(7):1389-1399. doi: 10.5664/jcsm.9200.

    PMID: 33666165BACKGROUND
  • Daneshgar-Pironneau S, Audiffren M, Benraiss A, Metais A, Andre N. Mental fatigue impairs endurance performance in a time-to-exhaustion handgrip task: psychophysiological markers of effort engagement dynamics. Front Psychol. 2025 Jul 23;16:1611135. doi: 10.3389/fpsyg.2025.1611135. eCollection 2025.

    PMID: 40771318BACKGROUND
  • Curcio G, Ferrara M, De Gennaro L. Sleep loss, learning capacity and academic performance. Sleep Med Rev. 2006 Oct;10(5):323-37. doi: 10.1016/j.smrv.2005.11.001. Epub 2006 Mar 24.

    PMID: 16564189BACKGROUND
  • Craven J, McCartney D, Desbrow B, Sabapathy S, Bellinger P, Roberts L, Irwin C. Effects of Acute Sleep Loss on Physical Performance: A Systematic and Meta-Analytical Review. Sports Med. 2022 Nov;52(11):2669-2690. doi: 10.1007/s40279-022-01706-y. Epub 2022 Jun 16.

    PMID: 35708888BACKGROUND
  • Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989 May;28(2):193-213. doi: 10.1016/0165-1781(89)90047-4.

    PMID: 2748771BACKGROUND
  • Borg, G. (1998). Borg's perceived exertion and pain scales. Human kinetics.

    BACKGROUND
  • Barbosa BT, de Lima-Junior D, Moreira A, Nakamura FY, Batista GR, Faro H, Fortes LS. Mental fatigue and sleep restriction effects on perceptual-cognitive performance in trained beach volleyball athletes. Front Psychol. 2025 May 9;16:1537482. doi: 10.3389/fpsyg.2025.1537482. eCollection 2025.

    PMID: 40417017BACKGROUND
  • Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP. The role of actigraphy in the study of sleep and circadian rhythms. Sleep. 2003 May 1;26(3):342-92. doi: 10.1093/sleep/26.3.342.

    PMID: 12749557BACKGROUND
  • Akerstedt T, Gillberg M. Subjective and objective sleepiness in the active individual. Int J Neurosci. 1990 May;52(1-2):29-37. doi: 10.3109/00207459008994241.

    PMID: 2265922BACKGROUND

MeSH Terms

Conditions

Mental Fatigue

Condition Hierarchy (Ancestors)

FatigueSigns and SymptomsPathological Conditions, Signs and SymptomsBehavioral SymptomsBehavior

Central Study Contacts

Jacopo A Vitale, Ph.D.

CONTACT

Dalton de Lima Junior, Ph.D.

CONTACT

Study Design

Study Type
observational
Observational Model
CASE CROSSOVER
Time Perspective
PROSPECTIVE
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Principal Investigator

Study Record Dates

First Submitted

June 2, 2026

First Posted

June 12, 2026

Study Start (Estimated)

July 1, 2026

Primary Completion (Estimated)

December 20, 2026

Study Completion (Estimated)

February 20, 2027

Last Updated

June 12, 2026

Record last verified: 2026-06

Data Sharing

IPD Sharing
Will share

De-identified individual participant data underlying the published results (e.g., psychometric and actigraphy variables) may be shared with qualified researchers upon reasonable request to the principal investigator, after ethics approval and data-sharing agreement. Data will be available beginning 12 months after main publication, for up to 5 years, for analyses related to sleep, fatigue, and academic performance.

Locations