how to present multilevel model results in a visual and understandable way for non-experts
Posted: Tue May 20, 2025 6:29 am
Hi everyone,
I am doing a multilevel analysis with educational survey data and would like to present the results to a research team that includes members without a statistical background.
I would like to ask: Are there any visual and effective ways to interpret the results from a multilevel model (e.g. coefficients at each level, variances, etc.) for non-experts? If anyone has an example to illustrate (especially through graphs), I would love to learn more.
Thanks!
I am doing a multilevel analysis with educational survey data and would like to present the results to a research team that includes members without a statistical background.
I would like to ask: Are there any visual and effective ways to interpret the results from a multilevel model (e.g. coefficients at each level, variances, etc.) for non-experts? If anyone has an example to illustrate (especially through graphs), I would love to learn more.
Thanks!