MétaCan
Menu
Back to cohort
Record W2803559120 · doi:10.1249/mss.0000000000001671

Psychological and Behavioral Responses to Interval and Continuous Exercise

2018· article· en· W2803559120 on OpenAlex
Matthew Stork, Martin J. Gibala, Kathleen A. Martin Ginis

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueMedicine & Science in Sports & Exercise · 2018
Typearticle
Languageen
FieldMedicine
TopicSports Performance and Training
Canadian institutionsMcMaster UniversityUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
FundersMcMaster University
KeywordsSprintInterval trainingPerceived exertionAffect (linguistics)MedicinePhysical therapyCycle ergometerArousalHeart ratePsychologyInternal medicineBlood pressureSocial psychology

Abstract

fetched live from OpenAlex

PURPOSE: To compare psychological responses to, and preferences for, moderate-intensity continuous training (MICT), high-intensity interval training (HIIT), and sprint interval training (SIT) among inactive adults; and to investigate the relationships between affect, enjoyment, exercise preferences, and subsequent exercise behavior over a 4-wk follow-up period. METHODS: Thirty inactive men and women (21.23 ± 3.81 yr), inexperienced with HIIT or SIT, completed three trials of cycle ergometer exercise in random order on separate days: MICT (45 min continuous; approximately 70% to 75% of HR maximum (HRmax)); HIIT (10 × 1 min bouts at approximately 85% to 90% HRmax with 1-min recovery periods); and SIT (3 × 20-s "all-out" sprints with 2-min recovery periods). Perceived exertion (RPE), affect, and arousal were measured throughout the trials and enjoyment was measured postexercise. Participants rank-ordered the protocols (1-3) according to preference and logged their exercise over a 4-wk follow-up. RESULTS: Despite elevated HR, RPE, and arousal during work periods (P's < 0.05), and negative affect during HIIT and SIT, enjoyment and preferences for MICT, HIIT, and SIT were similar (P's > 0.05). In-task affect was predictive of postexercise enjoyment for each type of exercise (r's = 0.32 to 0.47; P's < 0.05). In-task affect and postexercise enjoyment predicted preferences for HIIT and SIT (rs's = -0.34 to -0.61; P's < 0.05), but not for MICT (P's > 0.05), respectively. Over the follow-up, participants completed more MICT (M = 6.11 ± 4.12) than SIT sessions (M = 1.39 ± 1.85; P < 0.01, d = 1.34). Although participants tended to complete more sessions of MICT than HIIT (M = 3.54 ± 4.23; P = 0.16, d = 0.56), and more sessions of HIIT than SIT (P = 0.07, d = 0.60), differences were not significant. In-task affect predicted the number of sessions of MICT (r = 0.40; P < 0.05), but not HIIT or SIT (P's > 0.05). CONCLUSIONS: This study provides new evidence that a single session of HIIT and SIT can be as enjoyable and preferable as MICT among inactive individuals and that there may be differences in the exercise affect-behavior relationship between interval and continuous exercise.

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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.224
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.046
GPT teacher head0.376
Teacher spread0.330 · 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