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<h1 class="title">Injustice Attention Report</h1>
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<div>
<div class="quarto-title-meta-heading">Author</div>
<div class="quarto-title-meta-contents">
<p>Tom Beesley </p>
</div>
</div>
</div>
</header>
<section id="setup-and-loading-in-the-data" class="level2">
<h2 class="anchored" data-anchor-id="setup-and-loading-in-the-data">Setup and loading in the data</h2>
<div class="cell">
<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stderr">
<pre><code>── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr 1.1.1 ✔ readr 2.1.4
✔ forcats 1.0.0 ✔ stringr 1.5.0
✔ ggplot2 3.4.1 ✔ tibble 3.2.1
✔ lubridate 1.9.2 ✔ tidyr 1.3.0
✔ purrr 1.0.1
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors</code></pre>
</div>
<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(eyetools)</span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="fu">load</span>(<span class="st">"inj_unsw_data.RData"</span>)</span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>eg_stim <span class="ot"><-</span> </span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a> eg_stim <span class="sc">%>%</span></span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a> <span class="fu">mutate</span>(<span class="at">pNum =</span> <span class="fu">as.numeric</span>(pNum))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section>
<section id="setting-up-aois" class="level2">
<h2 class="anchored" data-anchor-id="setting-up-aois">Setting up AOIs</h2>
<div class="cell">
<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Set AOIs</span></span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>AOI_stims <span class="ot"><-</span> <span class="fu">data.frame</span>(<span class="fu">matrix</span>(<span class="at">nrow =</span> <span class="dv">3</span>, <span class="at">ncol =</span> <span class="dv">4</span>))</span>
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a><span class="fu">colnames</span>(AOI_stims) <span class="ot"><-</span> <span class="fu">c</span>(<span class="st">"x"</span>, <span class="st">"y"</span>, <span class="st">"width_radius"</span>, <span class="st">"height"</span>)</span>
<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>AOI_stims[<span class="dv">1</span>,] <span class="ot"><-</span> <span class="fu">c</span>(<span class="dv">450</span>, <span class="dv">540</span>, <span class="dv">600</span>, <span class="dv">600</span>) <span class="co"># X, Y, W, H - left</span></span>
<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a>AOI_stims[<span class="dv">2</span>,] <span class="ot"><-</span> <span class="fu">c</span>(<span class="dv">1460</span>, <span class="dv">540</span>, <span class="dv">600</span>, <span class="dv">600</span>) <span class="co"># X, Y, W, H - right</span></span>
<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a>AOI_stims[<span class="dv">3</span>,] <span class="ot"><-</span> <span class="fu">c</span>(<span class="dv">960</span>, <span class="dv">540</span>, <span class="dv">200</span>, <span class="dv">200</span>) <span class="co"># X, Y, W, H - fixation</span></span>
<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a>AOI_stims_names <span class="ot"><-</span> <span class="fu">c</span>(<span class="st">"left"</span>, <span class="st">"right"</span>, <span class="st">"centre"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section>
<section id="number-of-fixations" class="level1">
<h1>Number of fixations</h1>
<p>Here’s what a typical trial looks like with 25 fixations (using <code>eyetools::spatial_plot()</code>):</p>
<div class="cell">
<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>data_trial <span class="ot"><-</span> </span>
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a> eg_stim <span class="sc">%>%</span> </span>
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">filter</span>(pNum <span class="sc">==</span> <span class="dv">001</span>, </span>
<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a> trial <span class="sc">==</span> <span class="dv">3</span>)</span>
<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>eyetools<span class="sc">::</span><span class="fu">spatial_plot</span>(<span class="at">fix_data =</span> data_trial, </span>
<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a> <span class="at">AOIs =</span> AOI_stims)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output-display">
<p><img src="inj_unsw_report_files/figure-html/unnamed-chunk-3-1.png" class="img-fluid" width="672"></p>
</div>
</div>
<p>You can see from the index numbers that there is back and forth processing between the two stimuli. We can use <code>eyetools::AOI_seq()</code> to look at how the eye movements entered the different AOIs (here, just for the first 5 trials for this participant):</p>
<div class="cell">
<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>data_p1 <span class="ot"><-</span> </span>
<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a> eg_stim <span class="sc">%>%</span> </span>
<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">filter</span>(pNum <span class="sc">==</span> <span class="dv">001</span>)</span>
<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>eyetools<span class="sc">::</span><span class="fu">AOI_seq</span>(<span class="at">data =</span> data_p1, <span class="at">AOIs =</span> AOI_stims, <span class="at">AOI_names =</span> AOI_stims_names) <span class="sc">%>%</span> </span>
<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a> <span class="fu">head</span>(<span class="dv">5</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> trial AOI_entry_seq
1 1 centre;right;centre;right;left;right;centre;right
2 2 centre;right;left;right;left;right
3 3 centre;right;left;right;left;right;centre;left
4 4 centre;left;right;left
5 5 centre;left;right;left;centre;right;left</code></pre>
</div>
</div>
<p>Here’s the distribution of number of fixations on a trial for all the data:</p>
<div class="cell">
<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>eg_stim <span class="sc">%>%</span> </span>
<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">group_by</span>(pNum, trial) <span class="sc">%>%</span> </span>
<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">summarise</span>(<span class="at">nFix =</span> <span class="fu">n</span>()) <span class="sc">%>%</span> </span>
<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">ggplot</span>() <span class="sc">+</span></span>
<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_histogram</span>(<span class="fu">aes</span>(nFix), <span class="at">bins =</span> <span class="dv">30</span>, <span class="at">fill =</span> <span class="st">"dark blue"</span>) <span class="sc">+</span> </span>
<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a> <span class="fu">theme_classic</span>(<span class="at">base_size =</span> <span class="dv">12</span>) <span class="sc">+</span></span>
<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a> <span class="fu">labs</span>(<span class="at">title =</span> <span class="st">"Distribution of number of fixations per trial"</span>,</span>
<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Number of fixations within a trial"</span>,</span>
<span id="cb8-9"><a href="#cb8-9" aria-hidden="true" tabindex="-1"></a> <span class="at">y =</span> <span class="st">""</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stderr">
<pre><code>`summarise()` has grouped output by 'pNum'. You can override using the
`.groups` argument.</code></pre>
</div>
<div class="cell-output-display">
<p><img src="inj_unsw_report_files/figure-html/unnamed-chunk-5-1.png" class="img-fluid" width="672"></p>
</div>
</div>
<p>Do the participants vary much in the mean number of fixations per trial?</p>
</section>
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