hosp1

Patient hospital program/intervention data, intervention group only

datasets

Conducts analyses for healthcare program evaluations or intervention
studies. Calculates regression analyses for standard ordinary least squares
(OLS or linear) or logistic models. Performs regression models used for
causal modeling such as differences-in-differences (DID) and interrupted
time series (ITS) models. Provides limited interpretations of model
results and a ranking of variable importance in models. Performs
propensity score models, top-coding of model outcome variables, and
can return new data with the newly formed variables. Also performs Cronbach's
alpha for various scale items (e.g., survey questions). See Github URL for
examples in the README file. For more details on the statistical methods, see
Allen & Yen (1979, ISBN:0-8185-0283-5),
Angrist & Pischke (2009, ISBN:9780691120355),
Harrell (2016, ISBN:978-3-319-19424-0),
Kline (1999, ISBN:9780415211581), and
Linden (2015) <doi:10.1177/1536867X1501500208>.

Stephen Zuniga

Healthcare Analysis Methods

hosp1 function

<div class="section" id="hosprog">
<h3><code>hosprog</code></h3>
An artificial data frame with 352 rows and 10 columns, intervention patients only:<dl>
<dt>survey</dt>
<dd>Patient satisfaction survey mean score.</dd><dt> los </dt>
<dd>Hospital length of stay (los)</dd><dt> cost</dt>
<dd>Hospital stay cost</dd><dt> rdm30</dt>
<dd>Patient readmission within 30 days of discharge</dd><dt> death30</dt>
<dd>Patient death within 30 days of discharge</dd><dt> female</dt>
<dd>Patient sex, 1 indicates female, 0 otherwise</dd><dt> age </dt>
<dd>Patient age</dd><dt> risk</dt>
<dd>Patient health risk score ranging from 0 to 1</dd><dt> month</dt>
<dd>12 month indicator (1 to 12)</dd><dt> program</dt>
<dd>Indicates patient program participation. 1='yes', 0='no'</dd>...</dl></div>

Format

Patient hospital program/intervention data, intervention group only — hosp1

<div class='section' id='hosprog'>
<h3><code>hosprog</code></h3>


An artificial data frame with 352 rows and 10 columns, intervention patients only:<dl>
<dt>survey</dt>
<dd>Patient satisfaction survey mean score.</dd>

<dt> los </dt>
<dd>Hospital length of stay (los)</dd>

<dt> cost</dt>
<dd>Hospital stay cost</dd>

<dt> rdm30</dt>
<dd>Patient readmission within 30 days of discharge</dd>

<dt> death30</dt>
<dd>Patient death within 30 days of discharge</dd>

<dt> female</dt>
<dd>Patient sex, 1 indicates female, 0 otherwise</dd>

<dt> age </dt>
<dd>Patient age</dd>

<dt> risk</dt>
<dd>Patient health risk score ranging from 0 to 1</dd>

<dt> month</dt>
<dd>12 month indicator (1 to 12)</dd>

<dt> program</dt>
<dd>Indicates patient program participation. 1='yes', 0='no'</dd>

...

</dl>

</div>

hosp1: Patient hospital program/intervention data, intervention group only

Description

Usage

Arguments

Format

`hosprog`