involvement_survey_pop

An example dataset describing a population of 20,000 students with disabilities
in 20 school districts. This population is the basis for selecting a sample of
students for a parent involvement survey.

datasets

Facilitates nonresponse bias analysis (NRBA)
for survey data. Such data may arise from a complex
sampling design with features such as stratification, clustering, or
unequal probabilities of selection. Multiple types of analyses may be
conducted: comparisons of response rates across subgroups; comparisons
of estimates before and after weighting adjustments; comparisons of
sample-based estimates to external population totals; tests of
systematic differences in covariate means between respondents
and full samples; tests of independence between response status
and covariates; and modeling of outcomes and response status as a
function of covariates. Extensive documentation and references are
provided for each type of analysis. Krenzke, Van de Kerckhove,
and Mohadjer (2005) <http://www.asasrms.org/Proceedings/y2005/files/JSM2005-000572.pdf>
and Lohr and Riddles (2016) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2016002/article/14677-eng.pdf?st=q7PyNsGR>
provide an overview of the methods implemented in this package.

Ben Schneider

nrba

Methods for Conducting Nonresponse Bias Analysis (NRBA)

Jim Green

Shelley Brock

Tom Krenzke

Michael Jones

Wendy Van de Kerckhove

David Ferraro

Laura Alvarez-Rojas

Katie Hubbell

Westat 

involvement_survey_pop function

A data frame with 20,000 rows and 9 variables

Format

<dl>
<dt>UNIQUE_ID</dt>
<dd>A unique identifier for students</dd></dl><dt>SCHOOL_DISTRICT</dt>
<dd>A unique identifier for school districts</dd><dt>SCHOOL_ID</dt>
<dd>A unique identifier for schools, nested within districts</dd><dt>STUDENT_GRADE</dt>
<dd>Student's grade level: 'PK', 'K', 1-12</dd><dt>STUDENT_AGE</dt>
<dd>Student's age, measured in years</dd><dt>STUDENT_DISABILITY_CODE</dt>
<dd>Code for student's disability category (e.g. 'VI' for 'Visual Impairments')</dd><dt>STUDENT_DISABILITY_CATEGORY</dt>
<dd>Student's disability category (e.g. 'Visual Impairments')</dd><dt>STUDENT_SEX</dt>
<dd>'Female' or 'Male'</dd><dt>STUDENT_RACE</dt>
<dd>Seven-level code with descriptive label (e.g. 'AS7 (Asian)')</dd>

Fields

Parent involvement survey: population data — involvement_survey_pop

<dl>
<dt>UNIQUE_ID</dt>
<dd>A unique identifier for students</dd>

<dt>SCHOOL_DISTRICT</dt>
<dd>A unique identifier for school districts</dd>

<dt>SCHOOL_ID</dt>
<dd>A unique identifier for schools, nested within districts</dd>

<dt>STUDENT_GRADE</dt>
<dd>Student's grade level: 'PK', 'K', 1-12</dd>

<dt>STUDENT_AGE</dt>
<dd>Student's age, measured in years</dd>

<dt>STUDENT_DISABILITY_CODE</dt>
<dd>Code for student's disability category (e.g. 'VI' for 'Visual Impairments')</dd>

<dt>STUDENT_DISABILITY_CATEGORY</dt>
<dd>Student's disability category (e.g. 'Visual Impairments')</dd>

<dt>STUDENT_SEX</dt>
<dd>'Female' or 'Male'</dd>

<dt>STUDENT_RACE</dt>
<dd>Seven-level code with descriptive label (e.g. 'AS7 (Asian)')</dd>


</dl>

involvement_survey_pop: Parent involvement survey: population data

Description

Usage

Arguments

Format

Fields

Examples