You have data from students, parents, teachers, and school principals. You might want to use which technique?
A) path analysis
B) poisson regression
C) multi-level modeling
D) negative binomial regression

Question

Quizplus · Accepted Answer

Multi-level modeling would be the best choice as it allows for the analysis of data that is nested within different levels (e.g. students within classrooms, classrooms within schools), which is common when analyzing data from multiple sources within a school setting. This technique would allow for the examination of both within-group and between-group variability in the data. Path analysis may also be useful in analyzing relationships between variables, but may not account for the nested structure of the data. Poisson regression and negative binomial regression are more appropriate for count data, which may not be the primary type of data collected from these sources.

You Have Data from Students, Parents, Teachers, and School Principals