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<!DOCTYPE html>
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<title>Research | Perspective</title>
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<p class="eyebrow reveal is-visible">Research</p>
<h1 class="page-title reveal is-visible" style="margin-top:14px;">Perspective Working Papers</h1>
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Original research, published as working papers with a full academic version and three shorter reading levels
for anyone who wants the argument without the notation.
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<section class="section">
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<div>
<span class="paper-num">Working Paper No. 001</span>
<h3>Labour Market Matching Efficiency<br>in the Age of AI</h3>
<p>
This paper examines how AI may affect labour market matching efficiency by changing how workers search for jobs, how firms screen applicants, and how quickly vacancies and people are matched. It considers the possibility that AI improves allocation, but also the adjustment costs and frictions that may arise during adoption.
</p>
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<span class="tag brass">Labour economics</span>
<span class="tag brass">AI & work</span>
<span class="tag brass">Search & Matching Algorithms</span>
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<span class="paper-num">Working Paper No. 002</span>
<h3>Spatial Clustering of Crime<br>in South Yorkshire</h3>
<p>
This paper asks whether crime rates in South Yorkshire are spatially clustered beyond what local deprivation and demographic composition would predict, and whether a spatial model changes the substantive conclusions relative to standard OLS.
</p>
<div class="cta-row" style="margin-top:16px;">
<span class="tag brass">Spatial economics</span>
<span class="tag brass">Crime & deprivation</span>
<span class="tag brass">Economic geography</span>
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<a class="btn" href="papers/spatial-crime-south-yorkshire/index.html">Read paper</a>
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Future working papers will appear on this page automatically. Each one gets its own folder,
its own reading levels, and a link here — the structure of the site does not need to change.
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<h3 style="font-size:1.4rem; margin-top:10px;">Research & conference posters</h3>
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Poster-format summaries of research, viewable directly in the browser — no download required.
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