How Training Load Is Calculated

Training load quantifies the total stress placed on your body from exercise, combining volume (how much) and intensity (how hard) into a single trackable number. The simplest and most validated method is the session RPE method:

Session Load = RPE (1–10) × Duration (minutes)

Weekly Load = Sum of all session loads in a week

The Acute:Chronic Workload Ratio (ACWR) compares recent and background training:

ACWR = Acute Load (last 7 days) ÷ Chronic Load (28-day rolling average per week)

Example: This week you ran 5 sessions: Mon 45 min RPE 6 (270), Wed 60 min RPE 7 (420), Thu 30 min RPE 4 (120), Sat 90 min RPE 5 (450), Sun 40 min RPE 8 (320). Acute load = 270 + 420 + 120 + 450 + 320 = 1,580 AU (arbitrary units). If your 4-week rolling average is 1,400 AU/week: ACWR = 1,580 ÷ 1,400 = 1.13 — comfortably in the sweet spot.

More advanced metrics include TSS (Training Stress Score) from power data, TRIMP from heart rate data, and EWMA (exponentially weighted moving average) which gives more weight to recent training. For most recreational runners, session RPE correlates well with these sophisticated measures and requires no technology beyond a watch.

ACWR Zones Reference Table

Research by Tim Gabbett (2016) found that athletes maintaining ACWR in the 0.8–1.3 range had significantly fewer injuries than those who spiked above 1.5. The key insight: it's not absolute training load that causes injuries but the rate of change relative to what you're prepared for.

Additional context for interpreting ACWR by sport:

Common Use Cases

• Marathon training build-up: During a 16–20 week marathon block, weekly volume increases progressively. Track your ACWR weekly to ensure you're building fitness without spiking injury risk. A typical pattern: 3 weeks of progressive loading (ACWR 1.0–1.2) followed by 1 recovery week (ACWR 0.7–0.8). Use alongside a marathon pace calculator to plan target paces.
• Return from injury: After time off, your chronic load drops significantly. Returning at pre-injury volume creates a massive ACWR spike. Instead, restart at 50–60% of pre-injury load and build by 10–15% per week, keeping ACWR below 1.3. This is the single most important application of load monitoring.
• Post-vacation training: A 2-week vacation with minimal running drops your chronic load. Jumping back into full training on day one creates ACWR spikes of 1.5+. Ease back over 7–10 days to avoid the post-vacation injury trap.
• Overtraining detection: If ACWR is consistently above 1.3 for 3+ weeks AND you notice declining performance, persistent fatigue, elevated resting heart rate, or mood changes, you may be entering overtraining. Reduce load by 30–50% for at least a week.
• Team sport periodization: Coaches use ACWR to manage squad workload across a competitive season, ensuring players peak for important matches without accumulating excessive fatigue. Individual ACWR tracking identifies at-risk players before symptoms appear.

Step-by-Step Examples

Example 1: Monitoring a Training Build

A runner is building toward a half marathon over 8 weeks. Weekly loads (RPE × duration):

This runner maintained ACWR in the 0.8–1.2 range throughout the build — textbook load management.

Example 2: Post-Injury Return (What NOT To Do)

Runner takes 3 weeks off with a calf strain. Pre-injury weekly load: 2,000 AU. Chronic load after 3 weeks off drops to ~750 AU.

1. Week 1 back: Runs 1,800 AU (close to pre-injury). ACWR = 1,800 ÷ 750 = 2.40 🔴
2. This ACWR of 2.4 represents extreme injury risk — 3–5× higher than the sweet spot.
3. Better approach: Week 1 back at 600 AU (ACWR 0.8), then build 15%/week: 690, 795, 915, 1,050...
4. At this rate, you reach pre-injury load in ~8 weeks safely.

Example 3: Simple RPE Tracking Without Technology

Track training load using just a notebook and RPE scale:

1. After each run, rate effort 1–10 (1 = very easy walk, 10 = absolute maximum)
2. Record duration in minutes
3. Multiply: Tuesday 45 min @ RPE 6 = 270 AU
4. Sum the week: Mon (rest), Tue 270, Wed (rest), Thu 180, Fri (rest), Sat 500, Sun 200 = 1,150 AU
5. Track 4 weeks to establish chronic load, then calculate ACWR each week going forward
6. Use a heart rate calculator to cross-reference RPE with heart rate zones

Tips and Common Mistakes

• Track consistently: The exact metric matters less than consistency. Whether you use RPE × time, weekly kilometers, or TSS, use the same method every session so your numbers are comparable over time. Switching metrics mid-block invalidates your chronic load baseline.
• Include ALL training stress: Don't just track running. Cross-training, gym sessions, and active recovery all contribute to total body stress. A 60-minute strength session at RPE 7 (420 AU) should be counted alongside running load.
• Rate RPE 30 minutes after the session: Studies show that RPE rated 30 minutes post-session correlates better with physiological measures than RPE recorded immediately after (when you might still be in pain from the final interval). This "session RPE" approach was validated by Foster et al.
• Don't spike load after deloads: After a recovery week at 60% load, it's tempting to jump to 110% the next week. This creates a large ACWR spike. Instead, return to your previous high (~100%) and progress from there.
• The 10% rule is a simplification: The classic "never increase by more than 10% per week" is a reasonable average but doesn't account for individual fitness levels. ACWR is more nuanced because it contextualizes the increase relative to your training history.
• High chronic load is protective: Athletes with a high chronic load (meaning they've been training consistently at high volume) are more resistant to acute spikes. A well-trained runner can handle occasional ACWR values of 1.3–1.4 that would injure a less-trained athlete. The goal is to gradually build chronic load over months.
• Consider non-training stressors: Poor sleep, work stress, illness, and travel affect your body's ability to handle training load. During high-stress periods, reduce training load by 10–20% even if your ACWR looks fine. The ACWR doesn't account for life stress.

Training Load vs Training Volume: What's the Difference?

Training volume (weekly kilometers) is the simplest metric and is sufficient for many runners, especially if their intensity distribution is relatively constant. Training load adds the intensity dimension, making it more accurate for runners who mix easy, tempo, and interval sessions. For example, a week with 40 km including 10 km of intervals has a vastly different training load than 40 km of easy running — volume alone can't distinguish them.

The VO2max calculator helps you set appropriate training intensities, and the recovery time calculator can estimate when you're ready for the next hard session based on current load.