What are the typical drop out rates in the final four weeks of a standard Couch to 5K program versus customized app based adaptive running plans?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the typical drop out rates in the final four weeks of a standard Couch to 5K program versus customized app based adaptive running plans?
3 real searches · 1 real-search pass
Couch to 5K adherence dropout completion rates study running program 9 weeksGoogle ↗
OBSERVEDReason
adaptive personalized app running training plan adherence dropout retention study novice runnersGoogle ↗
OBSERVEDReason
mobile app adaptive running intervention dropout attrition running program randomized trialGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Couch to 5K adherence dropout completion rates study running program 9 weeks Google ↗
adaptive personalized app running training plan adherence dropout retention study novice runners Google ↗
mobile app adaptive running intervention dropout attrition running program randomized trial Google ↗
- “Couch-to-5k or Couch to Ouch to Couch!?” Who Takes Part in Beginner Runner Programmes in the UK and Is Non-Completion Linked to Musculoskeletal Injury? · pmc.ncbi.nlm.nih.gov
- Adherence and Health-Related Outcomes of Beginner Running Programs: A 10-Week Observational Study · pubmed.ncbi.nlm.nih.gov
- Experiences of beginner runners on a modified Couch-to-5k programme: a qualitative exploration · pmc.ncbi.nlm.nih.gov
- How Do Runners Experience Personalization of Their Training Scheme: The Inspirun E-Coach? · pubmed.ncbi.nlm.nih.gov
- How Do Runners Experience Personalization of Their Training Scheme: The Inspirun E-Coach? · pmc.ncbi.nlm.nih.gov
- User Engagement and Attrition in an App-Based Physical Activity Intervention: Secondary Analysis of a Randomized Controlled Trial · pmc.ncbi.nlm.nih.gov
- Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial · pmc.ncbi.nlm.nih.gov
- Predictors of long-term resistance exercise adherence: evidence from a large cohort of mobile app users of various experience levels. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Couch to 5K adherence dropout completion rates study running program 9 weeks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
adaptive personalized app running training plan adherence dropout retention study novice runners OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
mobile app adaptive running intervention dropout attrition running program randomized trial OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |