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Developing a Biopsychosocial Prediction Model for Running-Related Injuries

7 november 2026 bijgewerkt door: Hui-Ting Shih, National Yang Ming Chiao Tung University

Running-related injuries (RRI) are commonly reported by all levels of runners, which attenuate participation in running. Current evidence has suggested that RRI mostly occur in lower back and lower extremities, and they can be predicted by biopsychosocial factors. In regard of biomechanical factors, previous studies have found that RRI is related to tendon thickness, lower extremities muscle strength, navicular drop, joint alignment, range of motion, kinetic chain, functional movement, and footwear. Increased training volume and participation in marathon competitions are also associated with increased risk of injuries. Furthermore, recent studies has started to investigate influence of psychological aspects, and found correlations between running performance and risk of injuries and passion, grit, and endurance sports self-efficacy. In addition, social factors, such as, sleep and chronotype, may also affect runners' training schedule and recovery, indirectly influencing occurrence of RRI. However, current evidence on biopsychosocial predictors for RRI is limited. Therefore, this study aims to investigate biopsychosocial predictors for RRI in runners who plan to participate in marathons in six-month time. The study plan to recruit 100 participants and measure running habits, physical activity, passion, grit, endurance sports self-efficacy, sleep quality, and chronotype by questionnaires, and lower extremity tendon thickness, muscle thickness, and cross-sectional area by ultrasonography, and lower extremity muscle strength by hand-held dynamometer, and functional performance and running kinematics. The follow-ups will take place every month for consecutive 6 months after the first measurement, and any RRI occurs during the follow-ups will be recorded. The study is expected to assist in understanding mechanism of RRI, further improving sports prevention and treatment strategies.

Studie Overzicht

Toestand

Werving

Conditie

Interventie / Behandeling

Studietype

Observationeel

Inschrijving (Geschat)

100

Contacten en locaties

In dit gedeelte vindt u de contactgegevens van degenen die het onderzoek uitvoeren en informatie over waar dit onderzoek wordt uitgevoerd.

Studiecontact

Studie Locaties

      • Taipei, Taiwan, 106064
        • Werving
        • 1F., No. 25, Ln. 112, Sec, Section 1, Anhe Rd, Da'an District
        • Contact:

Deelname Criteria

Onderzoekers zoeken naar mensen die aan een bepaalde beschrijving voldoen, de zogenaamde geschiktheidscriteria. Enkele voorbeelden van deze criteria zijn iemands algemene gezondheidstoestand of eerdere behandelingen.

Geschiktheidscriteria

Leeftijden die in aanmerking komen voor studie

18 jaar tot 80 jaar (Volwassen, Oudere volwassene)

Accepteert gezonde vrijwilligers

Ja

Geslachten die in aanmerking komen voor studie

Allemaal

Bemonsteringsmethode

Niet-waarschijnlijkheidssteekproef

Studie Bevolking

Participants are community runners and are recruited through flyers, posters, and social media platforms, such as, Facebook, Instagram or LINE.

Beschrijving

Inclusion Criteria:

  • Participants who run regularly at least 5 km per week, have consistently run for over 9 months, and will participate a half of full marathon competition in 6 months.

Exclusion Criteria:

  • Participants who (1) have musculoskeletal injuries in the recent 3 months; (2) have neurological disorders that would affect movement patterns; (3) are diagnosed with cardiovasculopulmanary or metabolic disease that are contraindications for middle and high intensity activities; (4) have autoimmune disorders; (5) have cancer; (6) are in fever or acute inflammation; or (7) are in pregnancy.

Studie plan

Dit gedeelte bevat details van het studieplan, inclusief hoe de studie is opgezet en wat de studie meet.

Hoe is de studie opgezet?

Ontwerpdetails

  • Observatiemodellen: CASE_CONTROL
  • Tijdsperspectieven: PROSPECTIVE

Wat meet het onderzoek?

Primaire uitkomstmaten

Uitkomstmaat
Maatregel Beschrijving
Tijdsspanne
history of injuries
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Running-related injuries in recent 12 months/1 month and subsequent management or medical treatment. Running related injuries are defined as any pain and discomforts on muscles, skeletons, tendons, or ligaments that prevent or restrict participants from running for consecutive 7 days or 3 training sessions, irrespective of speed, distance, or training content.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
running habits
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Running habits include running type, aims of running, running experience, participation in running class or club, training volume, longest training distance, average weekly running hours, average weekly running days, commonly running time at a day, footwear, participation in other sports, usage of insole or compressive garments, foot contact type, and registration of marathon competitions.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Level of Physical Activity
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Level of physical activity is measured by the International Physical Activity Questionnaire, including 9 questions that classify activities into 4 levels.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Passion
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Passion Scale measures participants' passion for running by a 12-item questionnaire, and the items are subcategorized into obsessive passion and harmony passion.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Endurance Sports Self-Efficacy
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Endurance Sports Self-Efficacy Scale consists of 11 items, with each one rated from 0 to 100 points. The scale measures how confident participants are in doing actions or skills that are important for endurance performance. 0 represent 'cannot do at all' and 100 represent 'completely certain can do'.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Grit
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

GRIT Scale measures participants' perseverance and passion by a 12-item questionnaire. Each item is rated from 1 to 5, as 1 means 'not at all like me' and 5 means 'very much like me'.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Sleep Quality
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Sleep quality is measured by Pittsburg Sleep Quality Scale, which consists of 9 items. The scale assess sleep time, sleep disturbance, time to fall asleep, daytime dysfunction due to insufficient sleep, sleep efficiency, overall sleep quality, usage of medication for sleep. Highest score is 21 points, and receiving over 5 points indicates poor sleep quality.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Chronotype
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Chronotype is measured by Horne and Ostberg Morningness-Eveningness Questionnaire, which consists of 19 items. The questionnaire quantifies participants' preferred activity hours and their self-perceived performance during those hours.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement
Muscle Strength
Tijdsspanne: Baseline

Muscle strengths of hip abduction, hip clamshell, knee extension and knee flexion are measured by a hand-held dynamometer. The hip abduction and clamshell are performed in side-lying and knee extension and flexion are performed in sitting position. Participants are asked to resist against the dynamometer with their maximal efforts for 5 seconds for 3 times with 60-second rests between repetitions. Lever arms are measured with a tape measure.

Baseline
Navicular Drop
Tijdsspanne: Baseline

Navicular drop is measured by navicular drop test. Participants sits on a chair with their feet comfortably position on the ground. The height of the navicular tubercle from ground is measured on bilateral sides. After participants stand up with weight evenly distributed between both feet, and height of the navicular tubercle is measured again. The test is repeated for 3 times.

Baseline
Running Kinematics
Tijdsspanne: Baseline

Running kinematics are recorded by inertial measurement units and 2 smartphone. Inertial measurement units are placed on sacrum and bilateral tibial tuberosity. One smartphone is facing toward the side of treadmill and another one is right behind the participants, recording running videos from the sagittal and frontal views, respectively. Participants first run at a self-selected warm-up speed for 5 minutes with no recordings. After warm-up, participants run at the target speed for the marathon competition for 2 minutes. Video recordings starts at the beginning of the run and ends at the end of the run and inertial measurement units start recording at the 30th second and ends at the 90th second.

Baseline
Ultrasonography
Tijdsspanne: Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

The ultrasonography is used to measure participants' thickness and cross-sectional area of Achilles tendon, flexor hallucis brevis, abductor hallucis, flexor digitorum brevis, and quadrate plantae in prone position and patella tendon in supine position.

Baseline, 1-, 2-, 3-, 4-, 5-, and 6-month post-baseline measurement

Medewerkers en onderzoekers

Hier vindt u mensen en organisaties die betrokken zijn bij dit onderzoek.

Sponsor

Medewerkers

Onderzoekers

  • Hoofdonderzoeker: Hui-Ting Shih, PhD, Department of Physical Therapy and Assistive Technology, National Yang Ming Chiao Tung University
  • Studie directeur: Fu-Lien Wu, PhD, School and Graduate Institute of Physical Therapy, National Taiwan University

Studie record data

Deze datums volgen de voortgang van het onderzoeksdossier en de samenvatting van de ingediende resultaten bij ClinicalTrials.gov. Studieverslagen en gerapporteerde resultaten worden beoordeeld door de National Library of Medicine (NLM) om er zeker van te zijn dat ze voldoen aan specifieke kwaliteitscontrolenormen voordat ze op de openbare website worden geplaatst.

Bestudeer belangrijke data

Studie start (Geschat)

24 oktober 2026

Primaire voltooiing (Geschat)

31 augustus 2027

Studie voltooiing (Geschat)

31 augustus 2027

Studieregistratiedata

Eerst ingediend

27 oktober 2026

Eerst ingediend dat voldeed aan de QC-criteria

7 november 2026

Eerst geplaatst (Werkelijk)

10 november 2026

Updates van studierecords

Laatste update geplaatst (Werkelijk)

10 november 2026

Laatste update ingediend die voldeed aan QC-criteria

7 november 2026

Laatst geverifieerd

1 oktober 2026

Meer informatie

Termen gerelateerd aan deze studie

Andere studie-ID-nummers

  • NYCU115200AE

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