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    <title>Documentation on Kailas Venkitasubramanian</title>
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      <title>Reproducible Research Framework at the Charlotte Urban Institute: Why It Matters Now</title>
      <link>/blog/series/reproducible-research-series/2022-07-08-building-blocks-of-a-reproducible-research-framework/</link>
      <pubDate>Fri, 08 Jul 2022 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;In recent years, conversations about reproducibility have moved from academic journals into policy circles, foundations, and government agencies. What was once framed as a “replication crisis” in psychology has broadened into a wider concern about the credibility, transparency, and cumulative nature of scientific work across disciplines (Open Science Collaboration, 2015).&lt;/p&gt;&#xA;&lt;p&gt;For those of us engaged in quantitative community research—especially in dynamic regional contexts like the Charlotte metropolitan area—reproducibility is not merely a philosophical concern. It is an operational one.&lt;/p&gt;</description>
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      <title>CRDT Technical Operations Manual</title>
      <link>/project/crdt-technical-operations-manual/</link>
      <pubDate>Mon, 04 Apr 2022 00:00:00 +0000</pubDate>
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      <description>&lt;div id=&#34;&#34; class=&#34;panelset&#34;&gt;&#xA;  &#xD;&#xA;&lt;div class=&#34;panel&#34;&gt;&#xA;  &lt;div class=&#34;panel-name&#34;&gt;Summary&lt;/div&gt;&#xA;  &#xA;  &lt;p&gt;&#xA;&#xA;&#xA;&#xA;&lt;h5 id=&#34;objectives-and-scope&#34;&gt;Objective(s) and Scope&#xA;  &lt;a href=&#34;#objectives-and-scope&#34;&gt;&lt;/a&gt;&#xA;&lt;/h5&gt;&#xA;&lt;p&gt;The goal of this project is to create a comprehensive technical operations manual that documents all operational processes of the Charlotte Regional Data Trust The manual will serve as a single point of reference and provide clear, up-to-date information on all operational procedures.&lt;/p&gt;&#xA;&lt;p&gt;The manual will be created using Rmarkdown, a tool that allows for the creation of rich, interactive documents. The manual will be hosted as a website that can be easily updated and maintained by team members.&lt;/p&gt;</description>
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      <title>CRDT Data Documentation Project</title>
      <link>/project/crdt-data-documentation-project/</link>
      <pubDate>Thu, 03 Mar 2022 00:00:00 +0000</pubDate>
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      <description>&lt;div id=&#34;&#34; class=&#34;panelset&#34;&gt;&#xA;  &#xD;&#xA;&lt;div class=&#34;panel&#34;&gt;&#xA;  &lt;div class=&#34;panel-name&#34;&gt;Summary&lt;/div&gt;&#xA;  &#xA;  &lt;p&gt;&#xA;&#xA;&#xA;&#xA;&lt;h5 id=&#34;objectives-and-scope&#34;&gt;Objective(s) and Scope&#xA;  &lt;a href=&#34;#objectives-and-scope&#34;&gt;&lt;/a&gt;&#xA;&lt;/h5&gt;&#xA;&lt;p&gt;The project seeks to enhance the quality and completeness of CRDT&amp;rsquo;s data documentation, and establish a centralized and organized infrastructure for storing and managing metadata.&lt;/p&gt;&#xA;&lt;p&gt;The project includes reviewing the existing metadata, developing standardized data documentation (metadata, codebook, data dictionary), and implementing a data infrastructure for storing and organizing metadata for all databases.&lt;/p&gt;&#xA;&#xA;&#xA;&#xA;&#xA;&lt;h5 id=&#34;expected-outcomes&#34;&gt;Expected Outcomes&#xA;  &lt;a href=&#34;#expected-outcomes&#34;&gt;&lt;/a&gt;&#xA;&lt;/h5&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;Improved data documentation quality and completeness.&lt;/li&gt;&#xA;&lt;li&gt;Consistent and standardized data documentation across all databases.&lt;/li&gt;&#xA;&lt;li&gt;A centralized and organized infrastructure for storing and accessing metadata.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&lt;/p&gt;</description>
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