<?xml version="1.0" encoding="UTF-8" standalone="yes"?><oembed><version><![CDATA[1.0]]></version><provider_name><![CDATA[Random Critical Analysis]]></provider_name><provider_url><![CDATA[https://randomcriticalanalysis.wordpress.com]]></provider_url><author_name><![CDATA[rcafdm]]></author_name><author_url><![CDATA[https://randomcriticalanalysis.wordpress.com/author/rcafdm/]]></author_url><title><![CDATA[A quick post on crime and test&nbsp;scores]]></title><type><![CDATA[link]]></type><html><![CDATA[<p>To further extend my <a title="Suspension rate post" href="https://randomcriticalanalysis.wordpress.com/2015/05/26/a-brief-analysis-of-suspension-rates-in-california-public-schools/" target="_blank">California test score series</a>, I decided to compare crime rates at a <a title="California crime data by County" href="https://oag.ca.gov/crime/cjsc/stats/crimes-clearances">county level</a> to test scores (English Grade 11) for all test takers.</p>
<p style="text-align:center;"><span style="text-decoration:underline;">Violent Crime Rate</span></p>
<p><a href="https://randomcriticalanalysis.files.wordpress.com/2015/05/violent_by_ela_g11.png"><img class="aligncenter size-full wp-image-2046" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/violent_by_ela_g11.png?w=660&#038;h=475" alt="violent_by_ela_g11" width="660" height="475" /></a></p>
<p style="text-align:center;"><em>[Un-weighted correlation: -0.38]</em></p>
<p style="text-align:center;"><span style="text-decoration:underline;">Homicide Rate</span></p>
<p><a href="https://randomcriticalanalysis.files.wordpress.com/2015/05/homicide_by_ela_g11.png"><img class="aligncenter size-full wp-image-2047" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/homicide_by_ela_g11.png?w=660&#038;h=475" alt="homicide_by_ela_g11" width="660" height="475" /></a></p>
<p style="text-align:center;"><em>[Un-weighted correlation: -0.40]</em></p>
<p><!--more--></p>
<p style="text-align:center;"><span style="text-decoration:underline;">Aggravated Assault Rate</span></p>
<p><a href="https://randomcriticalanalysis.files.wordpress.com/2015/05/agg_assault_by_ela_g11.png"><img class="aligncenter size-full wp-image-2048" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/agg_assault_by_ela_g11.png?w=660&#038;h=475" alt="agg_assault_by_ela_g11" width="660" height="475" /></a></p>
<p style="text-align:center;"><em>[Unweighted correlation: -0.48]</em></p>
<p style="text-align:center;"><span style="text-decoration:underline;">Burglary Rate</span></p>
<p><a href="https://randomcriticalanalysis.files.wordpress.com/2015/05/burglary_by_ela_g11.png"><img class="aligncenter size-full wp-image-2049" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/burglary_by_ela_g11.png?w=660&#038;h=475" alt="burglary_by_ela_g11" width="660" height="475" /></a></p>
<p style="text-align:center;"><em>[Unweighted correlation: -0.50]</em></p>
<p style="text-align:center;"><span style="text-decoration:underline;">Property Crime Rate</span></p>
<p><img class="aligncenter size-full wp-image-2045" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/property_crime_by_ela_g11.png?w=660&#038;h=475" alt="property_crime_by_ela_g11" width="660" height="475" /></p>
<p style="text-align:center;">[<em>Unweighted correlation: -0.19</em>]</p>
<p style="text-align:left;">
<p style="text-align:left;">These correlations are <em>significantly</em> stronger with test scores than they are with overall county racial/ethnic demographics (e.g., percent black, percent white, etc), about 2x in fact, so I don&#8217;t think this is being driven purely by underlying differences in test scores between racial groups.</p>
<p style="text-align:left;"><a href="https://randomcriticalanalysis.files.wordpress.com/2015/05/crime_pairs.png"><img class="aligncenter size-full wp-image-2050" src="https://randomcriticalanalysis.files.wordpress.com/2015/05/crime_pairs.png?w=660&#038;h=475" alt="crime_pairs" width="660" height="475" /></a></p>
<p style="text-align:center;">
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