Positive Decoupling - of heart rate to power or pace outputs.
This is a way of measuring output-input relationship changes that take place during a workout or race as a way of determining aerobic fitness. For this metric to provide useful information the workout or segment must have been fully aerobic (below the lactate/anaerobic threshold) and steady (low Variability Index).
What the software does here is compare the Efficiency Factors for the two halves of the workout or selected workout segment (such as an interval or longer effort). The difference between the EF for the first half and the EF for the second is divided by EF for the first half. This produces a percentage of increase or decrease in the second-half EF.
Negative Decoupling - of heart rate to power or pace outputs.
When athletes have a strong aerobic base development (From many years of endurance training or high CTL - continuous training loads or > a CTL of 90 and upwards of 150+) They can actually see a negative decoupling rate. This means for steady Zone 2 work the heart rate may drop while power or pace may go up or faster. Depending on your goals and time training cycle your coach will indicate whether its more beneficial to hold for heart rate or power. It is important to note that decoupling rates are key only for steady outputs with minimal stop time and for the sake of comparison to similar sessions this must be the case as well.