SCWB

These Subjective Community Well-Being (SCWB) data are a random subset from
the full dataset used in the paper by Padgett et al. (in press). The SCWB
dataset contains 501 responses to the 20 SCWB items plus 5 pre-computed total
scores on the five theorized domains of Good Relationships, Proficient
Leadership, Healthy Practices, Satisfying Community, and Strong Mission.

datasets

Modern results of psychometric theory are implemented to provide users with a way of evaluating the internal structure of a set of items guided by theory. These methods are discussed in detail in VanderWeele and Padgett (2024) <doi:10.31234/osf.io/rnbk5>. The relative excess correlation matrices will, generally, have numerous negative entries even if all of the raw correlations between each pair of indicators are positive. The positive deviations of the relative excess correlation matrix entries help identify clusters of indicators that are more strongly related to one another, providing insights somewhat analogous to factor analysis, but without the need for rotations or decisions concerning the number of factors. A goal similar to exploratory/confirmatory factor analysis, but 'recmetrics' uses novel methods that do not rely on assumptions of latent variables or latent variable structures.

R. Noah Padgett

recmetrics

Psychometric Evaluation Using Relative Excess Correlations

SCWB function

<div class="section" id="scwb-a-data-frame-with-observations-of-variables-">
<h3><code>SCWB</code> A data frame with 501 observations of 25 variables.</h3>
<dl>
<dt><code>cwbcloserel</code></dt>
<dd></dd></dl><dt><code>cwbrespect</code></dt>
<dd></dd><dt><code>cwbtrust</code></dt>
<dd></dd><dt><code>cwbmutuality</code></dt>
<dd></dd><dt><code>cwbbeneficence</code></dt>
<dd></dd><dt><code>cwbintegrity</code></dt>
<dd></dd><dt><code>cwbcompetence</code></dt>
<dd></dd><dt><code>cwbvision</code></dt>
<dd></dd><dt><code>cwbrelgrowth</code></dt>
<dd></dd><dt><code>cwbfairness</code></dt>
<dd></dd><dt><code>cwbsustenance</code></dt>
<dd></dd><dt><code>cwbachieve</code></dt>
<dd></dd><dt><code>cwbsatisf</code></dt>
<dd></dd><dt><code>cwbvalue</code></dt>
<dd></dd><dt><code>cwbbelonging</code></dt>
<dd></dd><dt><code>cwbwelcome</code></dt>
<dd></dd><dt><code>cwbpurpose</code></dt>
<dd></dd><dt><code>cwbcontrib</code></dt>
<dd></dd><dt><code>cwbinterconn</code></dt>
<dd></dd><dt><code>cwbsynergy</code></dt>
<dd></dd><dt><code>total_goodrel</code></dt>
<dd>Mean of items cwbcloserel, cwbrespect, cwbtrust, cwbmutuality</dd><dt><code>total_prolead</code></dt>
<dd>Mean of items cwbbeneficence, cwbintegrity, cwbcompetence, cwbvision</dd><dt><code>total_healthyprac</code></dt>
<dd>Mean of items cwbrelgrowth, cwbfairness, cwbsustenance, cwbachieve</dd><dt><code>total_satcomm</code></dt>
<dd>Mean of items cwbsatisf, cwbvalue, cwbbelonging, cwbwelcome</dd><dt><code>total_strongmiss</code></dt>
<dd>Mean of items cwbpurpose, cwbcontrib, cwbintercon, cwbsynergy</dd>
</div>

Format

Subjective Community Well-Being Dataset (25 Variables) — SCWB

<div class='section' id='scwb-a-data-frame-with-observations-of-variables-'>
<h3><code>SCWB</code> A data frame with 501 observations of 25 variables.</h3>


<dl>
<dt><code>cwbcloserel</code></dt>
<dd></dd>

<dt><code>cwbrespect</code></dt>
<dd></dd>

<dt><code>cwbtrust</code></dt>
<dd></dd>

<dt><code>cwbmutuality</code></dt>
<dd></dd>

<dt><code>cwbbeneficence</code></dt>
<dd></dd>

<dt><code>cwbintegrity</code></dt>
<dd></dd>

<dt><code>cwbcompetence</code></dt>
<dd></dd>

<dt><code>cwbvision</code></dt>
<dd></dd>

<dt><code>cwbrelgrowth</code></dt>
<dd></dd>

<dt><code>cwbfairness</code></dt>
<dd></dd>

<dt><code>cwbsustenance</code></dt>
<dd></dd>

<dt><code>cwbachieve</code></dt>
<dd></dd>

<dt><code>cwbsatisf</code></dt>
<dd></dd>

<dt><code>cwbvalue</code></dt>
<dd></dd>

<dt><code>cwbbelonging</code></dt>
<dd></dd>

<dt><code>cwbwelcome</code></dt>
<dd></dd>

<dt><code>cwbpurpose</code></dt>
<dd></dd>

<dt><code>cwbcontrib</code></dt>
<dd></dd>

<dt><code>cwbinterconn</code></dt>
<dd></dd>

<dt><code>cwbsynergy</code></dt>
<dd></dd>

<dt><code>total_goodrel</code></dt>
<dd>Mean of items cwbcloserel, cwbrespect, cwbtrust, cwbmutuality</dd>

<dt><code>total_prolead</code></dt>
<dd>Mean of items cwbbeneficence, cwbintegrity, cwbcompetence, cwbvision</dd>

<dt><code>total_healthyprac</code></dt>
<dd>Mean of items cwbrelgrowth, cwbfairness, cwbsustenance, cwbachieve</dd>

<dt><code>total_satcomm</code></dt>
<dd>Mean of items cwbsatisf, cwbvalue, cwbbelonging, cwbwelcome</dd>

<dt><code>total_strongmiss</code></dt>
<dd>Mean of items cwbpurpose, cwbcontrib, cwbintercon, cwbsynergy</dd>


</dl>

</div>

SCWB: Subjective Community Well-Being Dataset (25 Variables)

Description

Usage

Arguments

Format

`SCWB` A data frame with 501 observations of 25 variables.

References

Examples

Description

Usage

Arguments

Format

SCWB A data frame with 501 observations of 25 variables.

References

Examples

`SCWB` A data frame with 501 observations of 25 variables.