So I am trying to analyse the following data but unsure how to (i'm new to stats). So I'm trying to see if there is an interaction effect between social inclusion and exposure to nature on mental wellbeing.
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So I am trying to analyse the following data but unsure how to (i'm new to stats). So I'm trying to see if there is an interaction effect between social inclusion and exposure to nature on mental wellbeing. -
If you want a hypothesis test for an overall interaction effect between social inclusion and plants, it would be
But better than doing a hypothesis test, is to understand what your interaction actually looks like. For that I recommend:Code:tesetparm plants#i.socialinclusion
followed byCode:margins plants#socialinclusion
orCode:margins socialinclusion, dydx(plants) marginsplot
Note that -marginsplot- accepts nearly all options available in -graph twoway- so you can customize the appearance of these graphs as you please.Code:margins plants, dydx(socialinclusion) marginsplot
In the future, when showing Stata outpupt, you should also show the code that led to them. For example, it is not possible in your post to determine whether you are showing the result of a fixed or random-effects model. It may well make a difference in some contexts (though not with regard to anything I have said here). And rather than posting a screen shot, which often comes out unreadable (though yours was perfectly readable), it is better to just copy the Stata results from your Results window or log file and paste them here between code delimiters. (If you are not familiar with code delimiters, please read Forum FAQ #12.)
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