multi-level analysis

[Hark]

Research often encounters situations where data needs to be escalated to the team and analyzed using team-level data. To totalize, most studies report three data: rwg, ICC(1), and ICC(2). That is, to add up the totals, three conditions have to be met, rwg>0.7, ICC(1)>0.05, ICC(2)>0.5.

Does jamovi enable multi-level analysis? And are these metrics exportable ?

[mcfanda@gmail.com]

Hi,
Multi level analysis can be done with GAMLj3 mixed model. There you get also the ICC.

[Hark]

Hi,
Multi level analysis can be done with GAMLj3 mixed model. There you get also the ICC.

I hope you can add the stats for RWG and ICC2, thank you very much.

[mcfanda@gmail.com]

As regards the ICC2, it is simply given by the spearman-brown formula applied to ICC, so V_i /(V_i+V_e/k), where V_i is the variance of the intercepts, V_e is the residual variance, and k is the number of raters or cases within clusters. R_wg is not a model-based indices (it requires inventing a distribution that assumes a different model), thus it will not be implemented because it does not pertain the estimated mixed model.