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@ -93,47 +93,71 @@ Handles longitudinal projects, but not yet repeated instruments.</p>
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># Longitudinal</span></span></span>
<span class="r-in"><span><span class="va">list1</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>,<span class="fl">26</span>,<span class="fl">27</span>,<span class="fl">28</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">list1</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>, <span class="fl">26</span>, <span class="fl">27</span>, <span class="fl">28</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span>,</span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">redcap_wider</span><span class="op">(</span><span class="va">list1</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Joining with `by = join_by(record_id)`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id age_baseline age_followup gender</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1 25 27 male</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 2 26 28 female</span>
<span class="r-in"><span><span class="co"># Simpel with two instruments</span></span></span>
<span class="r-in"><span><span class="va">list2</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>,<span class="fl">26</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">list2</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>, <span class="fl">26</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span>,</span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">redcap_wider</span><span class="op">(</span><span class="va">list2</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Joining with `by = join_by(record_id)`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id age gender</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1 25 male</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 2 26 female</span>
<span class="r-in"><span><span class="co"># Simple with single instrument</span></span></span>
<span class="r-in"><span><span class="va">list3</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>,<span class="fl">26</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">list3</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>, <span class="fl">26</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">redcap_wider</span><span class="op">(</span><span class="va">list3</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id age</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1 25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 2 26</span>
<span class="r-in"><span><span class="co"># Longitudinal with repeatable instruments</span></span></span>
<span class="r-in"><span><span class="va">list4</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>,<span class="fl">26</span>,<span class="fl">27</span>,<span class="fl">28</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">1</span>,<span class="fl">1</span>,<span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">2</span>,<span class="fl">2</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span>,</span></span>
<span class="r-in"><span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_repeat_instrument <span class="op">=</span> <span class="st">"walk"</span>,</span></span>
<span class="r-in"><span>redcap_repeat_instance<span class="op">=</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">1</span>,<span class="fl">2</span>,<span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>dist <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">40</span>, <span class="fl">32</span>, <span class="fl">25</span>, <span class="fl">33</span>, <span class="fl">28</span>, <span class="fl">24</span>, <span class="fl">23</span>, <span class="fl">36</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span>gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">list4</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> age <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">25</span>, <span class="fl">26</span>, <span class="fl">27</span>, <span class="fl">28</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span>,</span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">2</span>, <span class="fl">2</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> <span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span>,</span></span>
<span class="r-in"><span> <span class="st">"baseline"</span>, <span class="st">"baseline"</span>, <span class="st">"followup"</span>, <span class="st">"followup"</span></span></span>
<span class="r-in"><span> <span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_repeat_instrument <span class="op">=</span> <span class="st">"walk"</span>,</span></span>
<span class="r-in"><span> redcap_repeat_instance <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> dist <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">40</span>, <span class="fl">32</span>, <span class="fl">25</span>, <span class="fl">33</span>, <span class="fl">28</span>, <span class="fl">24</span>, <span class="fl">23</span>, <span class="fl">36</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span>,</span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> record_id <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> redcap_event_name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"baseline"</span>, <span class="st">"baseline"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> gender <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"male"</span>, <span class="st">"female"</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu">redcap_wider</span><span class="op">(</span><span class="va">list4</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Joining with `by = join_by(record_id)`</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Joining with `by = join_by(record_id)`</span>