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Completed

NCT Number: NCT07487922

Examining the Effects of Fatigue According to Nomophobia Level

The aim of this study is to examine, using a comparative and experimental approach, the effects of nomophobia (fear of being without a smartphone) levels on acute neuromuscular and cognitive fatigue susceptibility induced by a standard physical exertion in young adults.

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Key information

Age range

18 year–25 year

Sex eligibility

All sexes

Study type

Observational

Primary location

Istanbul Beykent Unıversity

Istanbul, 34000, Turkey (Türkiye)

About this study

This project aims to fill a significant gap in the literature by examining the effects of Nomophobia (No Mobile Phone Phobia), one of the rapidly increasing behavioral problems of the digital age, on cognitive performance and the neuromuscular system through objective physiological measurements.

Nomophobia is increasing, especially among young adults, with the widespread use of smartphones; it is closely associated with high anxiety, distractibility, and stress levels . Studies in the literature have reported significant correlations (r ≈ 0.45) between Nomophobia and stress. However, the vast majority of these studies are based on subjective scales and do not provide objective data that directly examine neuromuscular and physiological effects. Therefore, the somatic reflections of psychological stress related to Nomophobia on muscle mechanics and cognitive resilience have not been sufficiently explained.

Smartphone users, particularly those in their adolescence and twenties, are at higher risk for musculoskeletal disorders due to prolonged and repetitive static positions. This leads to fatigue and pain in the neck (Sternocleidomastoid - SCM, Upper Trapezius), upper extremity (Flexor Carpi Radialis - FCR), and trunk (Lumbar Erector Spinae - LES, Rectus Abdominis) muscles

This project will objectively evaluate the effects of nomophobia-induced psychological stress on two key physiological domains to demonstrate its amplifying effect on this pre-existing physiological sensitivity:

Cognitive Performance: Examining the prolongation of Reaction Time (RT) in attention-demanding tasks after acute physical exertion in individuals with high levels of nomophobia. Cognitive performance will be assessed using the Nelson Hand Reaction Time Test (Simple Reaction Time - SRT), which measures the speed of a participant's hand motor response to a visual stimulus in milliseconds (ms).

Neuromuscular Response: Assessment of stiffness (ΔStiffness) and mechanical recovery rate (ΔDecrement) in postural (SCM, Upper Trapezius, LES) and functional (FCR, Rectus Abdominis) muscles as measured by MyotonPRO.

Physiological Cost: Determination of resistance sensitivity to fatigue through comparison of Core Endurance Time (seconds) achieved in maximal plank exercise .

In this respect, the project aims to demonstrate with scientific evidence that Nomophobia is not only a psychological condition but also a systemic stress factor that increases cognitive and neuromuscular sensitivity, by integrating the disciplines of behavioral psychology, physiology, and biomechanics. Research Question: Are young adults with high levels of Nomophobia more susceptible to cognitive and neuromuscular fatigue after acute physical exertion compared to those with low levels?

Key Hypotheses:

Individuals with high levels of Nomophobia will have a significantly higher percentage increase in Reaction Time (RT) after acute exertion.

Increased stiffness (ΔStiffness) and loss of elasticity (ΔDecrement) in postural and functional muscles will be more pronounced after the maximal plank test.

Individuals with high levels of Nomophobia will have a significantly shorter endurance time (seconds) in the Maximal Plank Position Endurance Test.

Expected Outcome: These findings will provide unique and objective evidence regarding the effects of technological addiction on neuromuscular health, demonstrating that individuals with high levels of nomophobia are more susceptible to both cognitive and physiological burnout.

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Being between 18-25 years of age.
  • Agreeing to participate in the study voluntarily and signing the Informed Consent Form.
  • Being literate in Turkish.
  • Being able to complete the Nomophobia and PAS scales.

Exclusion criteria

  • Having undergone musculoskeletal surgery within the last 6 months.
  • Having any chronic neurological or orthopedic condition that would prevent participation in the experimental protocol (e.g., herniated disc, fibromyalgia, cervical disc herniation, etc.).
  • Taking medications that may affect muscle tone or pain perception continuously (e.g., antidepressants, antispasmodics, muscle relaxants).
  • Having a diagnosed serious psychiatric disorder (clinical depression, bipolar disorder, etc.).
  • Having a cardiovascular or respiratory disease that would prevent maximum physical exertion during the protocol.

Treatment and study plan

Fatigue Induction Procedure

Other
  • Maximal Plank Position Endurance Test: Physical fatigue will be induced using the standardized Plank Position Endurance Test (Axler & McGill, 1997), which tests maximal endurance in the abdominal and trunk stabilizer muscles. • Position: The participant stands on their forearms and toes, keeping their body in a straight line from head to toe. Elbows are placed just below the shoulder joint. Abdominal and hip muscles are actively contracted. • Procedure: The participant is asked to maintain the position in correct form for as long as possible, upon the researcher's "Start" command. The timer is started at the beginning of the position. • Termination Criteria: The test is terminated when any of the following conditions occur, and this time (in seconds) is recorded:
  • The lower back begins to sag, disrupting the straightness of the back (excessive increase in lordosis).
  • The hips rise more than 90 degrees upwards. The part

Primary outcomes

  1. Assessment of Neuromuscular Mechanical Properties

    Time frame: PRE (Before Loading)

    Measurements will be performed face-to-face. • Device: MyotonPRO Device

    • Measurement Method: Myotonometry non-invasively measures the mechanical oscillation response of a muscle following a short and mild mechanical impulse applied to the muscle. •
    • Application Details: Measurements are repeated on the sternocleidomastoid (SCM), superior trapezius, flexor carpi radialis (FCR), and lumbar erector spinae (LES) muscles at PRE (Before Loading), POST-0 (Immediately After Loading), and POST-3 (3 Minutes After Loading) time points (Lettner et al., 2024).
  2. Assessment of Neuromuscular Mechanical Properties

    Time frame: POST-0 (Immediately After Loading)

    Measurements will be performed face-to-face. • Device: MyotonPRO Device

    • Measurement Method: Myotonometry non-invasively measures the mechanical oscillation response of a muscle following a short and mild mechanical impulse applied to the muscle. •
    • Application Details: Measurements are repeated on the sternocleidomastoid (SCM), superior trapezius, flexor carpi radialis (FCR), and lumbar erector spinae (LES) muscles at PRE (Before Loading), POST-0 (Immediately After Loading), and POST-3 (3 Minutes After Loading) time points (Lettner et al., 2024).
  3. Assessment of Neuromuscular Mechanical Properties

    Time frame: POST-3 (3 Minutes After Loading)

    Measurements will be performed face-to-face. • Device: MyotonPRO Device

    • Measurement Method: Myotonometry non-invasively measures the mechanical oscillation response of a muscle following a short and mild mechanical impulse applied to the muscle. •
    • Application Details: Measurements are repeated on the sternocleidomastoid (SCM), superior trapezius, flexor carpi radialis (FCR), and lumbar erector spinae (LES) muscles at PRE (Before Loading), POST-0 (Immediately After Loading), and POST-3 (3 Minutes After Loading) time points (Lettner et al., 2024).

Secondary outcomes

  1. Scale: Nomophobia Scale (NMP-Q)

    Time frame: PRE (Before Loading)

    The Nomophobia Questionnaire (NMP-Q) is a 20-item self-report scale designed to assess the severity of fear (nomophobia) experienced when individuals are without their mobile phones. Using a 7-point Likert scale (1=strongly disagree to 7=strongly agree), it measures four dimensions: not being able to communicate, losing connectedness, not being able to access information, and giving up convenience

  2. Determining Physical Activity Level

    Time frame: PRE (Before Loading)

    The International Physical Activity Questionnaire - Short Form (IPAQ-SF) is a 7-item, self-reported survey measuring physical activity-vigorous, moderate, walking, and sitting-over the last 7 days. Designed for adults (15-69), it covers leisure, work, transport, and household activity. Scores are calculated in MET-minutes/week or categorized into low, moderate, or high activity levels.

  3. Scale: Borg Perceived Effort Scale (RPE)

    Time frame: PRE (Before Loading)

    Borg Rating of Perceived Exertion (RPE) Scale is a subjective tool used to assess an individual's perceived level of effort during physical activity. The scale reflects the interaction between physiological signals (such as heart rate, respiration, and muscle fatigue) and the individual's perception of exertion. . A modified version (0-10 scale) is also widely used in clinical and exercise settings.

  4. Scale: Borg Perceived Effort Scale (RPE)

    Time frame: POST-0 (Immediately After Loading)

    Borg Rating of Perceived Exertion (RPE) Scale is a subjective tool used to assess an individual's perceived level of effort during physical activity. The scale reflects the interaction between physiological signals (such as heart rate, respiration, and muscle fatigue) and the individual's perception of exertion. . A modified version (0-10 scale) is also widely used in clinical and exercise settings.

  5. Scale: Borg Perceived Effort Scale (RPE)

    Time frame: POST-3 (3 Minutes After Loading)

    Borg Rating of Perceived Exertion (RPE) Scale is a subjective tool used to assess an individual's perceived level of effort during physical activity. The scale reflects the interaction between physiological signals (such as heart rate, respiration, and muscle fatigue) and the individual's perception of exertion. . A modified version (0-10 scale) is also widely used in clinical and exercise settings.

  6. Smartphone Addiction Scale (SAS)

    Time frame: PRE (Before Loading)

    The risk of smartphone addiction was assessed using the Smartphone Addiction Scale (SAS). The scale was developed by Kwon et al. 2013 and adapted into Turkish by Demirci et al. 2014 (22,23). The scale consists of 33 items on a 6-point Likert scale. Scoring ranges from 1 (definitely no) to 6 (definitely yes). The total score obtainable from the scale ranges from 33-198, and higher scores indicate a higher risk of smartphone addiction.

Sponsors and collaborators

Lead sponsor

Inonu University

Other

Registry information

Important dates

Study start
2026
Primary completion
2026
Study completion
2026
First posted
Mar 23, 2026
Registry last updated
Mar 23, 2026

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This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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