Fig. 2: A physical activity stressor-response process characterized by varying direction and pace. | npj Digital Medicine

Fig. 2: A physical activity stressor-response process characterized by varying direction and pace.

From: Predicting recovery after stressors using step count data derived from activity monitors

Fig. 2

a Conceptual visualization of various responses to stressors, with the overall response trajectory characterized by varying momentary pace and direction. bd The within-person progression throughout the response process can be characterized by different rates of change, indicating whether the momentary pace is fast or slow (b vs. c), positive or negative (b, c vs. d). The rate of change, dy, reflects how much the outcome variable (here, step count) changes in response to a one-unit change, dt, in the independent variable (here, time). The rate of change can be operationalized as the first-order derivative of a growth function fitting the outcome variable. It can take positive, negative, or zero values depending on whether the change is positive, negative, or null.

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