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Record W4417525467 · doi:10.51244/ijrsi.2025.12110154

A Comparative Study of Muscle Energy Technique and Dynamic Stretching on Calf Muscle Group for Speed and Physical Endurance on Healthy Sprint Runners in School Level

2025· article· W4417525467 on OpenAlexaff
J Ragul, Navjyoti Gupta, Balaji Karunanithi Gandhi

Bibliographic record

VenueInternational journal of research and scientific innovation · 2025
Typearticle
Language
FieldMedicine
TopicSports injuries and prevention
Canadian institutionsCanadian Physiotherapy Association
Fundersnot available
KeywordsSprintCalf muscleTreadmillGastrocnemius muscleAchilles tendonAthletesTest (biology)Plantar flexionMuscle fatigue

Abstract

fetched live from OpenAlex

Backgroud: Athletes of all ages and skill levels use running as a popular form of exercise all over the world. The calf muscle complex is primarily responsible for propulsion during running gait. The gastrocnemius appears to be vulnerable to injury because of the strong stresses generated in this muscle during the push-off phase of running. According to reports, up to 30% of running-related injuries occur in the calf muscle region each year. Furthermore, lower leg soreness, gastrocnemius pain or strain, calf pain, calf spasm, and Achilles tendon injuries have all been reported as symptoms of calf injuries. Aims of The Study: Aim of the study is to evaluate the effect of MET and Dynamic Stretching on calf muscle group for speed and physical endurance on healthy sprint runners in school level Methods: Thirty-two subjects were divided into two groups. Group-A received Muscle energy technique (n=16) and Group-B trained with Dynamic stretching (n=16). Both groups received training of 5 sessions per week for 6 weeks. Outcomes were assessed by Bruce treadmill test and 40-yard sprint test before and after treatment. Results: The study shows statistically significant improvement (p<0.05) in both groups for all the outcomes. After 6 weeks of training period, the group trained with muscle energy technique scored significantly higher in improving the endurance and speed than the group trained with dynamic stretching when the pre & post test values of Bruce treadmill Test and 40 yard sprint test were statistically analyzed using an independent ‘t’ test. Conclusions: Muscle energy technique was found to be much effective in improving the endurance and speed of sprint runners with improving flexibility of calf muscles than dynamic stretching technique.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.853
Threshold uncertainty score0.522

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.088
GPT teacher head0.460
Teacher spread0.372 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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