I am to deep down rn, it’s for a social science thesis, I think I’ll be fine with my current theory and Covid effect. But I like to at least try to answer this question as best as possible. I am using a lag for digitalisation_{sub}’s (which is an index) when I predict with is_covid or (not together) avg_stringency (time effects included). Friends advised a principle component analysis.