The outcome they are measuring is "perceived productivity", which seems pretty weak sauce to me.

Here, we investigate whether usage measurements of developer interactions with GitHub Copilot can predict perceived productivity as reported by developers.

And they use the "actual activity" to predict this perceived productivity.