Couch to 5K
Evidence note: Completion varies widely by baseline capability and injury risk; treat single-program completion rates as cohort-specific.
Key Result (study): One reported program completion rate is 27.3% (n=110; single-site UK study).
Case snapshot (schema)
context: "Couch‑to‑5K improves adoption by matching the starting behavior to beginner capability, but still shows a long tail of users for whom the program is too aggressive."
company: "Various implementations"
industry: "Fitness"
confidence: "working"
population: "Users in the relevant population"
target_behavior: "Follow an interval running plan 3×/week"
constraints:
- "Identity: moderate (some see themselves as “non‑runners”)."
- "Capability: intentionally starts low, then ramps; for some users the ramp still exceeds capability."
- "Context: requires protected time and safe running environment multiple times per week."
measurement:
denominator: "program enrollees"
window: "9 weeks (program duration)"
metrics:
key_metric: "One reported program completion rate is 27.3% (n=110; single-site UK study)."
results: "Couch‑to‑5K improves adoption by matching the starting behavior to beginner capability, but still shows a long tail of users for whom the program is too aggressive."
limitations:
- "Injury history and baseline fitness create distinct sub-segments; a single progression will be too aggressive for some."
sources:
- "See Sources section"
evidence_ids:
- BS-0063
Summary
“Just start running” fails because it assumes capability that many beginners don’t have. Couch‑to‑5K succeeds more often by selecting a behavior that matches actual capability: short run intervals with walk recovery and a clear progression.
Target behavior (operational)
- Population: Users in the relevant population
- Behavior: Follow an interval running plan 3×/week
- Context: (see case narrative)
- Window: 9 weeks (3 sessions/week)
Constraints (behavioral)
- Identity: moderate (some see themselves as “non‑runners”).
- Capability: intentionally starts low, then ramps; for some users the ramp still exceeds capability.
- Context: requires protected time and safe running environment multiple times per week.
Fit narrative (Problem → Behavior → Solution → Product)
- Problem Market Fit: People want better fitness and a clear entry path.
- Behavior Market Fit: “Run for 60 seconds, then walk” is a higher‑fit behavior than “go run 30 minutes.”
- Solution Market Fit: A structured program scaffolds capability and reduces uncertainty.
- Product Market Fit: Completion varies by baseline capability; drop‑off is predictable when progression exceeds some users’ constraints.
Behavior Fit Assessment (example)
Target behavior: “Follow an interval running plan 3×/week.”
- Identity Fit: moderate (some see themselves as “non‑runners”).
- Capability Fit: intentionally starts low, then ramps; for some users the ramp still exceeds capability.
- Context Fit: requires protected time and safe running environment multiple times per week.
What this illustrates
- Capability Fit is often the bottleneck in physical behaviors.
- “Beginner” is not a single segment; true behavior matching often requires multiple starting paths.
Measurement (window/denominator stated)
- Window: 9 weeks (program duration)
- Denominator: program enrollees
- Completion: 27.3% in one reported program cohort (single-site).
Results
- Outcome: Couch‑to‑5K improves adoption by matching the starting behavior to beginner capability, but still shows a long tail of users for whom the program is too aggressive.
Limitations and confounders
- Metrics may be company- or press-reported; isolate the target behavior and window where possible.
- Effects are context-dependent; avoid generalizing beyond the population and constraints described.
Sources
- Couch to 5K completion rates (Relph et al., 2023)
- Record numbers complete NHS Couch to 5K app (GOV.UK)
- Evidence Ledger: