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27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R1opsp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R1opsp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><a title="Paper notes" class="block break-words focus:outline outline-blue-200 outline-2 rounded py-2 grow" href="/book/paper-notes">Paper notes</a>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R28psp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R28psp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><div title="Professional Experience" class="block break-words rounded py-2 grow cursor-pointer">Professional Experience</div>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R2opsp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R2opsp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><div title="Funding & Recognition" class="block break-words rounded py-2 grow cursor-pointer">Funding & Recognition</div>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R38psp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R38psp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><div title="Engagement & Service" class="block break-words rounded py-2 grow cursor-pointer">Engagement & Service</div>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R3opsp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R3opsp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><div title="Technical Expertise" class="block break-words rounded py-2 grow cursor-pointer">Technical Expertise</div>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R48psp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R48psp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><div title="Agentic-AI Projects" class="block break-words rounded py-2 grow cursor-pointer">Agentic-AI Projects</div>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R4opsp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R4opsp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div><div data-state="closed" class="w-full"><div class="myst-toc-item flex flex-row w-full gap-2 pl-2 my-1 text-left rounded-lg outline-none hover:bg-slate-300/30"><a title="Grain of Salt" class="block break-words focus:outline outline-blue-200 outline-2 rounded py-2 grow" href="/book/grain-of-salt">Grain of Salt</a>
27<button class="self-stretch flex items-center flex-none px-1 rounded-l-md group hover:bg-slate-300/30 focus-visible:outline outline-blue-200 outline-2" aria-label="Open Folder" type="button" aria-controls="radix-:R58psp:" aria-expanded="false" data-state="closed"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" class="transition-transform duration-300 group-data-[state=open]:rotate-90 text-text-slate-700 dark:text-slate-100" height="1.5rem" width="1.5rem"><path fill-rule="evenodd" d="M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z" clip-rule="evenodd"></path></svg></button></div><div data-state="closed" id="radix-:R58psp:" hidden="" class="pl-3 pr-[2px] collapsible-content"></div></div></div></nav></div><div class="myst-primary-sidebar-footer flex-none py-6 transition-all duration-700 translate-y-6 opacity-0 ml-3 xl:ml-0 mr-3 max-w-[350px]"><div class="article footer myst-primary-sidebar-footer"></div></div></div></div><main class="article-grid grid-gap"><article class="article-grid subgrid-gap col-screen article content"><div class="hidden"></div><div id="skip-to-frontmatter" aria-label="article frontmatter" class="myst-fm-block mb-8 pt-9"><div class="myst-fm-block-header flex items-center mb-5 h-6 text-sm font-light"><div class="flex-grow"></div><div class="myst-fm-block-badges"></div><div class="myst-fm-downloads-dropdown relative flex inline-block mx-1 grow-0" data-headlessui-state=""><button class="myst-fm-downloads-button relative ml-2 -mr-1" id="headlessui-menu-button-:Rs8ucp:" type="button" aria-haspopup="menu" aria-expanded="false" data-headlessui-state=""><span class="sr-only">Downloads</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" width="1.25rem" height="1.25rem" class="myst-fm-downloads-icon"><title>Download</title><path stroke-linecap="round" stroke-linejoin="round" d="M3 16.5v2.25A2.25 2.25 0 0 0 5.25 21h13.5A2.25 2.25 0 0 0 21 18.75V16.5M16.5 12 12 16.5m0 0L7.5 12m4.5 4.5V3"></path></svg></button></div></div><h1 class="myst-fm-block-title mb-0">Dr. Shishir Shakya</h1><p class="myst-fm-block-subtitle mt-2 mb-0 lead text-zinc-600 dark:text-zinc-400">Assistant Professor of Economics, Appalachian State University</p></div><div class="block my-10 lg:sticky lg:z-10 lg:h-0 lg:pt-0 lg:my-0 lg:ml-10 lg:col-margin-right" style="top:60px"><nav></nav></div><div id="skip-to-article"></div><div class="myst-grid grid my-5 grid-cols-1 md:grid-cols-12 lg:grid-cols-12 xl:grid-cols-12 gap-4 intro-bio-grid"><div class="myst-grid-item col-span-4"><div class="intro-headshot-wrap"><img id="eV9RGP75wk" style="width:280px;margin-left:auto;margin-right:auto" src="/build/headshot-627c2937e63816eca383c15276409cdc.webp" alt="Shishir Shakya, Assistant Professor of Economics, Appalachian State University" data-canonical-url="book/images/headshot.webp" class=""/></div><div class="intro-tagline"><span class="">Educator</span><span class="">Economist</span><span class="">Entrepreneur</span></div></div><div class="myst-grid-item col-span-8"><p>I am an applied economist working at the intersection of health economics, institutional economics, and economics education. I study how regulation and market structure shape healthcare labor markets, licensing and scope of practice, substance use policy, and patient outcomes, using causal inference and policy evaluation. I also study generative AI and assessment design for learning at scale, and I am Founding Engineer of <a target="_blank" rel="noreferrer" href="https://mymeritguide.com/" class="link whitespace-nowrap"><span class="link-text whitespace-normal">MyMeritGuide</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a>.</p><p>I am a Research Affiliate at the <a target="_blank" rel="noreferrer" href="https://knee.wvu.edu/contact-us/research-affiliates" class="link whitespace-nowrap"><span class="link-text whitespace-normal">Knee Regulatory Research Center</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a> (West Virginia University), a Nonresident Scholar at the <a target="_blank" rel="noreferrer" href="https://www.ndsu.edu/challeyinstitute/" class="link whitespace-nowrap"><span class="link-text whitespace-normal">
27Challey Institute</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a>, and a Research Fellow at the <a target="_blank" rel="noreferrer" href="https://www.archbridgeinstitute.org/" class="link whitespace-nowrap"><span class="link-text whitespace-normal">Archbridge Institute</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a>. Through NIH AIM-AHEAD Bridge2AI I mentor AI-READI and CLINAQ fellows.</p><p><strong>Contact</strong>: <a target="_blank" rel="noreferrer" href="/build/cv-b3aba15d9182e4b6525d9af21f3b2354.pdf" class="link whitespace-nowrap"><span class="link-text whitespace-normal">CV PDF</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M3 16.5v2.25A2.25 2.25 0 0 0 5.25 21h13.5A2.25 2.25 0 0 0 21 18.75V16.5M16.5 12 12 16.5m0 0L7.5 12m4.5 4.5V3"></path></svg></a> · <a target="_blank" rel="noreferrer" href="https://orcid.org/0000-0002-6272-6654" class="link whitespace-nowrap"><span class="link-text whitespace-normal">ORCID</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a> · <a target="_blank" rel="noreferrer" href="https://scholar.google.com/citations?user=mvYtqK8AAAAJ&hl=en" class="link whitespace-nowrap"><span class="link-text whitespace-normal">Google Scholar</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a> · <a target="_blank" rel="noreferrer" href="mailto:[email protected]" class="link whitespace-nowrap"><span class="link-text whitespace-normal">shakyas@appstate<wbr/>.edu</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a></p></div></div><hr class="py-2 my-5 translate-y-2"/><h2 id="featured-links" class="relative group"><span class="heading-text">Featured links</span><a class="no-underline text-inherit hover:text-inherit inline-block w-0 px-0 translate-x-[10px] font-normal select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#featured-links" title="Link to this Section" aria-label="Link to this Section">¶</a></h2><div class="myst-grid grid my-5 grid-cols-2 md:grid-cols-2 lg:grid-cols-4 xl:grid-cols-4 gap-4"><a href="https://scholar.google.com/citations?user=mvYtqK8AAAAJ&hl=en" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="nyf6O4yggm" style="margin-left:auto;margin-right:auto" src="/build/Google_Scholar_logo_-cbdb36a89193849a20f3deb1ea5af5d2.png" alt="Google Scholar" data-canonical-url="book/images/Google_Scholar_logo_2015.png" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>Google Scholar: publications and citations</p></footer></a><a href="https://www.nature.com/articles/s41586-025-10078-y" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="I8G4bWTGc5" style="margin-left:auto;margin-right:auto" src="/build/nature-journal-logo-2e007d188ef75e2762316af0fb9a877f.svg" alt="Nature journal wordmark" data-canonical-url="book/images/nature-journal-logo.svg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>Nature: replicability in the social and behavioural sciences</p></footer></a><a class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" href="/book/paper-notes/2025-01-01-maternity-care-deserts-nc"><div class="myst-card-body flex-grow px-4 py-2"><img id="lNu3tb1Giy" style="margin-left:auto;margin-right:auto" src="/build/JRH-header-303dd940f7dfd6d63f6ab8d5ef19d669.jpg" alt="Journal of Rural Health" data-canonical-url="book/images/JRH-header.jpg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>NRHA Article of the Year 2025: Journal of Rural Health (maternity care deserts)</p></footer></a><a class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" href="/book/projects/oral-exam-mymerits"><div class="myst-card-body flex-grow px-4 py-2"><img id="a6f6GPVVtQ" style="margin-left:auto;margin-right:auto" src="/build/mmg-e18b2c4db8a03a45efdebd83f33b66b4.png" alt="MyMeritGuide" data-canonical-url="book/images/mmg.png" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>MyMeritGuide: founding engineer, FERPA-aware, AI-assisted oral exams and learning validation (free for teachers)</p></footer></a><a href="https://www.youtube.com/watch?v=bqY-9tUCJ7o" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="gtcYQXGs3i" style="margin-left:auto;margin-right:auto" src="/build/79541eff4b0bd51a3f3e42962701a605.jpeg" alt="Ignite Resilience: Shishir Shakya" data-canonical-url="https://i.ytimg.com/vi/bqY-9tUCJ7o/hqdefault.jpg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>Ignite Resilience: interview with Trish Oxford (YouTube)</p></footer></a><a href="https://youtu.be/qmMgv7sdLA4?t=109" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="aSUjVVbCh9" style="margin-left:auto;margin-right:auto" src="/build/6b1097d0b9327ba4887a789ff83d7724.jpeg" alt="Human Progress and Flourishing Workshop" data-canonical-url="https://i.ytimg.com/vi/qmMgv7sdLA4/hqdefault.jpg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>Challey Institute: Human Progress and Flourishing Workshop (YouTube)</p></footer></a><a href="https://www.youtube.com/watch?v=8XUKn-raeG8" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="KUdB79YUj9" style="margin-left:auto;margin-right:auto" src="/build/5f765e31ceb03c5d08f2374c4e5d334d.jpeg" alt="Decode Econ: AI in the Classroom" data-canonical-url="https://i.ytimg.com/vi/8XUKn-raeG8/hqdefault.jpg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>Decode Econ: AI in the classroom (YouTube)</p></footer></a><a href="https://www.youtube.com/watch?v=q2dXo21SNJQ" class="myst-card my-5 rounded shadow dark:shadow-neutral-800 overflow-hidden border border-gray-100 dark:border-gray-800 flex flex-col text-inherit hover:text-inherit block font-normal no-underline hover:no-underline cursor-pointer group hover:border-blue-500 dark:hover:border-blue-400" target="_blank" rel="noopener noreferrer"><div class="myst-card-body flex-grow px-4 py-2"><img id="coP6w1zf6V" style="margin-left:auto;margin-right:auto" src="/build/7aadd19023f7f83686114620917085a0.jpeg" alt="MyMeritGuide: online oral examination" data-canonical-url="https://i.ytimg.com/vi/q2dXo21SNJQ/hqdefault.jpg" class=""/></div><footer class="myst-card-footer py-1 pl-3 m-0 border-t border-gray-100 bg-gray-50 dark:bg-slate-900 dark:border-gray-800"><p>MyMeritGuide: scalable online oral examination (YouTube)</p></footer></a></div><hr class="py-2 my-5 translate-y-2"/><h2 id="research" class="relative group"><span class="heading-text">Research</span><a class="no-underline text-inherit hover:text-inherit inline-block w-0 px-0 translate-x-[10px] font-normal select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#research" title="Link to this Section" aria-label="Link to this Section">¶</a></h2><ul><li><p><a class="link" href="/book/cv/publications">All publications</a></p></li><li><p>Flagship Publication: <cite class="" data-state="closed"><a href="https://doi.org/10.1038/s41586-025-10078-y" target="_blank" rel="noreferrer" class="hover-link">Investigating the replicability of the social and behavioural sciences</a></cite> (<em>Nature</em>, SCORE)</p></li><li><p>Also: <cite class="" data-state="closed"><a href="https://doi.org/10.1002/hec.4904" target="_blank" rel="noreferrer" class="hover-link">Scope of practice and opioid prescribing behavior of nurse practitioners serving Medicare beneficiaries</a></cite> (<em>Health Economics</em>)</p></li></ul><h2 id="for-teachers-and-students" class="relative group"><span class="heading-text">For teachers and students</span><a class="no-underline text-inherit hover:text-inherit inline-block w-0 px-0 translate-x-[10px] font-normal select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#for-teachers-and-students" title="Link to this Section" aria-label="Link to this Section">¶</a></h2><ul><li><p><a class="link" href="/book/projects/oral-exam-mymerits">MyMeritGuide</a>: AI-assisted oral exams and learning validation (free for teachers)</p><ul><li><p><a target="_blank" rel="noreferrer" href="https://www.youtube.com/watch?v=q2dXo21SNJQ" class="link whitespace-nowrap"><span class="link-text whitespace-normal">MyMeritGuide: scalable online oral examination</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a></p></li><li><p><a target="_blank" rel="noreferrer" href="https://youtu.be/yQaakZF8AOg" class="link whitespace-nowrap"><span class="link-text whitespace-normal">How to register as a professor</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a></p></li><li><p><a target="_blank" rel="noreferrer" href="https://youtu.be/1D7iF68iBkc" class="link whitespace-nowrap"><span class="link-text whitespace-normal">How to create a course</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a></p></li><li><p><a target="_blank" rel="noreferrer" href="https://youtu.be/ereo-7-_QGU" class="link whitespace-nowrap"><span class="link-text whitespace-normal">How to create an oral assignment</span><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" class="link-icon"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 6H5.25A2.25 2.25 0 0 0 3 8.25v10.5A2.25 2.25 0 0 0 5.25 21h10.5A2.25 2.25 0 0 0 18 18.75V10.5m-10.5 6L21 3m0 0h-5.25M21 3v5.25"></path></svg></a></p></li></ul></li></ul><h2 id="for-policy-readers" class="relative group"><span class="heading-text">For policy readers</span><a class="no-underline text-inherit hover:text-inherit inline-block w-0 px-0 translate-x-[10px] font-normal select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#for-policy-readers" title="Link to this Section" aria-label="Link to this Section">¶</a></h2><ul><li><p><a class="link" href="/book/paper-notes">Paper notes</a></p></li><li><p>Start here: <a class="link" href="/book/paper-notes/2025-01-01-maternity-care-deserts-nc">Maternity care deserts in North Carolina</a></p></li><li><p><a class="link" href="/book/cv/op-eds-and-popular-writing">Op-eds and popular writing</a></p></li></ul><h2 id="a-view-not-a-paper" class="relative group"><span class="heading-text">A view, not a paper</span><a class="no-underline text-inherit hover:text-inherit inline-block w-0 px-0 translate-x-[10px] font-normal select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#a-view-not-a-paper" title="Link to this Section" aria-label="Link to this Section">¶</a></h2><ul><li><p><a class="link" href="/book/grain-of-salt/2026-09-12-stop-policing-ai-use">Stop Policing AI Use. Observe Learning.</a> (Grain of Salt)</p></li></ul><div class="myst-backmatter-parts"></div><section id="references" class="myst-bibliography article-grid subgrid-gap col-screen"><div><header class="myst-bibliography-header text-lg font-semibold text-stone-900 dark:text-white group">References<a class="no-underline text-inherit hover:text-inherit ml-2 select-none transition-opacity opacity-0 focus:opacity-100 group-hover:opacity-70" href="#r
27eferences" title="Link to References" aria-label="Link to References">¶</a></header></div><div class="myst-bibliography-list pl-3 mb-8 text-xs text-stone-500 dark:text-stone-300"><ol><li class="myst-bibliography-item break-words" id="cite-Tyner_2026">Tyner, A. H., Abatayo, A. L., Daley, M., Field, S., Fox, N., Haber, N. A., Hahn, K. M., Struhl, M. K., Mawhinney, B., Miske, O., Silverstein, P., Soderberg, C. K., Stankov, T., Abbasi, A., Aberson, C. L., Aczel, B., AdamkoviÄ, M., Albayrak, N., Allen, P. J., ⦠Errington, T. M. (2026). Investigating the replicability of the social and behavioural sciences. <i>Nature</i>, <i>652</i>(8108), 143â150. <a target="_blank" rel="noreferrer" href="https://doi.org/10.1038/s41586-025-10078-y">10.1038/s41586-025-10078-y</a></li><li class="myst-bibliography-item break-words" id="cite-Shakya_2024">Shakya, S., & Plemmons, A. (2024). Scope of practice and opioid prescribing behavior of nurse practitioners serving Medicare beneficiaries. <i>Health Economics</i>, <i>34</i>(2), 225â245. <a target="_blank" rel="noreferrer" href="https://doi.org/10.1002/hec.4904">10.1002/hec.4904</a></li></ol></div></section><div class="myst-footer-links flex pt-10 mb-10 space-x-4"><a class="myst-footer-link flex-1 block p-4 font-normal text-gray-600 no-underline border border-gray-200 rounded shadow-sm group hover:border-blue-600 dark:hover:border-blue-400 hover:text-blue-600 dark:hover:text-blue-400 dark:text-gray-100 dark:border-gray-500 hover:shadow-lg dark:shadow-neutral-700 myst-footer-link-next" aria-label="Next: CV" href="/book/cv"><div class="flex h-full align-middle"><div class="flex-grow"><div class="myst-footer-link-group text-xs text-gray-500 dark:text-gray-400">Dr. Shishir Shakya</div>CV</div><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" width="1.5rem" height="1.5rem" class="myst-footer-link-icon self-center transition-transform group-hover:translate-x-1 shrink-0"><path stroke-linecap="round" stroke-linejoin="round" d="M13.5 4.5 21 12m0 0-7.5 7.5M21 12H3"></path></svg></div></a></div></article></main>
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