teachsat

A simulated dataset containing information about teacher job satisfaction.
Teachers clustered within schools.

datasets

Generates both total- and level-specific R-squared measures from
Rights and Sterba’s (2019) <doi:10.1037/met0000184> framework of R-squared measures for multilevel
models with random intercepts and/or slopes, which is based on a complete
decomposition of variance. Additionally generates graphical
representations of these R-squared measures to allow visualizing and
interpreting all measures in the framework together as an integrated set.
This framework subsumes 10 previously-developed R-squared measures for
multilevel models as special cases of 5 measures from the framework, and it
also includes several newly-developed measures. Measures in the framework
can be used to compute R-squared differences when comparing multilevel
models (following procedures in Rights & Sterba (2020) <doi:10.1080/00273171.2019.1660605>).
Bootstrapped confidence intervals can also be calculated. To use the
confidence interval functionality, download bootmlm from <https://github.com/marklhc/bootmlm>.

Mairead Shaw

r2mlm

R-Squared Measures for Multilevel Models

Jason Rights

Sonya Sterba

Jessica Flake

teachsat function

A data frame with 9000 rows and 8 columns:<dl>
 <dt>schoolID</dt>
<dd>school identification number</dd> <dt>teacherID</dt>
<dd>teacher identification number</dd> <dt>satisfaction</dt>
<dd>teacher job satisfaction, 1-10 scale</dd> <dt>control_c</dt>
<dd>school-mean-centered rating of teacher's reported control over curriculum</dd> <dt>salary_c</dt>
<dd>school-mean-centered teacher's salary (in thousands of dollars)</dd> <dt>control_m</dt>
<dd>school mean rating of teacher's reported control over curriculum</dd> <dt>salary_m</dt>
<dd>school mean teacher's salary (in thousands of dollars)</dd> <dt>s_t_ratio</dt>
<dd>student to teacher ratio for the school (number of students per teacher)</dd>
</dl>

Format

Teacher job satisfaction. — teachsat

A data frame with 9000 rows and 8 columns:<dl>
 <dt>schoolID</dt>
<dd>school identification number</dd>

 <dt>teacherID</dt>
<dd>teacher identification number</dd>

 <dt>satisfaction</dt>
<dd>teacher job satisfaction, 1-10 scale</dd>

 <dt>control_c</dt>
<dd>school-mean-centered rating of teacher's reported control over curriculum</dd>

 <dt>salary_c</dt>
<dd>school-mean-centered teacher's salary (in thousands of dollars)</dd>

 <dt>control_m</dt>
<dd>school mean rating of teacher's reported control over curriculum</dd>

 <dt>salary_m</dt>
<dd>school mean teacher's salary (in thousands of dollars)</dd>

 <dt>s_t_ratio</dt>
<dd>student to teacher ratio for the school (number of students per teacher)</dd>


</dl>

teachsat: Teacher job satisfaction.

Description

Usage

Arguments

Format