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Fig 1.

PRISMA flowchart.

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Table 1.

Characteristics of the studies included in the systematic review and meta-regression.

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Table 2.

Mean (SD) for measures of relative and absolute exercise intensity from each study included in the systematic review and meta-regression.

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Fig 2.

The agreement between absolute and relative measures of moderate-to-vigorous exercise intensity when based on raw data from three studies [35, 36, 51].

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Fig 3.

Bayesian random intercept logistic regression.

The number of data points = 1257 due to each participant contributing multiple data points from multistage incremental tests. Please note that 5 data points for %HRR are above 100%, which is physiologically implausible. However, these are the data we obtained from the authors.

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