Early marathon running metrics from inertial measurement units predict significant pace reduction.

For step length, the coefficient function started with positive values at the beginning of the race but turned negative after approximately 10 km and continued a decreasing trend thereafter.

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Ground contact time and vertical stiffness exhibited positive values at the start, approached zero during the 5–10 km segment, and then showed an increasing trend again.

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