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Should you change an athlete's training after one bad meet?

One result is one data point, and a training log is where a coach finds out whether it was noise or a pattern.

A triple jumper fouls three times at a meet after clearing the same run-up clean in practice all week, and the instinct is to rewrite Monday's session around it. That instinct is usually wrong, because one meet is one data point, and a training plan rebuilt around a single result treats noise as if it were signal.

One result is not a trend

A bad day can come from a dozen things that have nothing to do with training: a short warm-up, a nervous first attempt, travel, weather, a late bus. Changing the plan around one meet also means the previous plan never gets a fair block of time to show whether it was working at all.

What is worth checking before touching anything

Where the pattern actually shows up

A single meet cannot answer that on its own, but a log across a season can. StatLap's Workout page times reps and laps on the phone that is already at practice and sends the finished session straight to the athlete's training log, so a coach comparing a season of meets against a season of practice numbers can tell a bad day from a real drop. One entry never answers that question. A log, read over weeks, usually does.

The log can only tell a coach what the numbers did, not why. It cannot say whether a slow week was fatigue, stress, growth, or just three bad attempts in a row, and reading that part still takes a coach who knows the athlete, not a chart.

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Weekly testing tells you about the weather. Once a season tells you nothing useful in time to act on it.

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What should actually go in an athlete's training log?

A number without a sentence next to it is unreadable in six months, and a sentence without a number is unusable for spotting a trend.

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