<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-18T21:44:44Z</responseDate><request verb="GetRecord" identifier="oai:dspace.mit.edu:1721.1/90065" metadataPrefix="dim">https://dspace.mit.edu/server/oai/request</request><GetRecord><record><header><identifier>oai:dspace.mit.edu:1721.1/90065</identifier><datestamp>2022-02-01T20:45:17Z</datestamp><setSpec>com_1721.1_7582</setSpec><setSpec>com_1721.1_7581</setSpec><setSpec>col_1721.1_131023</setSpec></header><metadata><dim:dim xmlns:dim="http://www.dspace.org/xmlns/dspace/dim" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://www.dspace.org/xmlns/dspace/dim http://www.dspace.org/schema/dim.xsd">
   <dim:field mdschema="dc" element="contributor" qualifier="advisor" lang="en_US">Richard C. Larson.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="author" lang="en_US">Xue, Yi,Ph. D.Massachusetts Institute of Technology.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="other" lang="en_US">Massachusetts Institute of Technology. Technology and Policy Program.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="department">Massachusetts Institute of Technology. Engineering Systems Division</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="department">Technology and Policy Program</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="accessioned">2014-09-19T21:37:40Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="available">2014-09-19T21:37:40Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="copyright" lang="en_US">2014</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="issued" lang="en_US">2014</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="uri">http://hdl.handle.net/1721.1/90065</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="oclc" lang="en_US">890141210</dim:field>
   <dim:field mdschema="dc" element="description" lang="en_US">Thesis: S.M. in Technology and Policy, Massachusetts Institute of Technology, Engineering Systems Division, Technology and Policy Program, 2014.</dim:field>
   <dim:field mdschema="dc" element="description" lang="en_US">Cataloged from PDF version of thesis.</dim:field>
   <dim:field mdschema="dc" element="description" lang="en_US">Includes bibliographical references (pages 73-77).</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="abstract" lang="en_US">The science, technology, engineering, and mathematics (STEM) workforce is a crucial driver of the U.S. economy. Over the last decade, there has been significant concern regarding the adequacy of the supply of STEM workers to meet the demands of the market. At the same time, many experts have presented evidence that there is a surplus of STEM workers. This thesis tries to reconcile the "STEM Crisis" vs. "STEM Surplus" debate by examining the heterogeneity of the supply and demand for the STEM workforce. The taxicab queueing model is presented as a frameworking metaphor to better understand the variation across different job segments, degree levels, and regions as well as illuminate the probabilistic nature of supply and demand markets. An analysis of the STEM labor market is conducted using an in-depth literature review using available data sources in conjunction with informal sources such as newspaper articles and interviews with company recruiters. Findings indicate that there is significant heterogeneity in the STEM labor market. The academic sector is generally oversupplied. The government sector has shortages in specific areas such as doctorates in nuclear engineering, materials science, and electrical engineering, as well as cybersecurity and intelligence professionals. The private sector also has specific shortages for positions such as petroleum engineers, data scientists, and software developers. At the same time, there are surpluses for graduates in areas like chemistry arid physics. The demand and supply also varies according to location and U.S. citizenship. Yes, there is a "STEM Crisis" and no, there is not a "STEM Crisis". It depends on where you look.</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="statementofresponsibility" lang="en_US">by Yi Xue.</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="degree" lang="en_US">S.M. in Technology and Policy</dim:field>
   <dim:field mdschema="dc" element="format" qualifier="extent" lang="en_US">77 pages</dim:field>
   <dim:field mdschema="dc" element="language" qualifier="iso" lang="en_US">eng</dim:field>
   <dim:field mdschema="dc" element="publisher" lang="en_US">Massachusetts Institute of Technology</dim:field>
   <dim:field mdschema="dc" element="rights" lang="en_US">M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.</dim:field>
   <dim:field mdschema="dc" element="rights" qualifier="uri" lang="en_US">http://dspace.mit.edu/handle/1721.1/7582</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_US">Engineering Systems Division.</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en_US">Technology and Policy Program.</dim:field>
   <dim:field mdschema="dc" element="title" lang="en_US">STEM crisis or STEM surplus?</dim:field>
   <dim:field mdschema="dc" element="title" qualifier="alternative" lang="en_US">Science, technology, engineering, and mathematics workforce crisis or science, technology, engineering, and mathematics workforce surplus</dim:field>
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   	&lt;Title>STEM crisis or STEM surplus?&lt;/Title>
   	&lt;Subtitle>Science, technology, engineering, and mathematics workforce crisis or science, technology, engineering, and mathematics workforce surplus&lt;/Subtitle>
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   	&lt;PublicationDate>2014&lt;/PublicationDate>
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        	&lt;DisplayName>Xue, Yi,Ph. D.Massachusetts Institute of Technology.&lt;/DisplayName>
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    &lt;Keyword>Engineering Systems Division.&lt;/Keyword>
    &lt;Keyword>Technology and Policy Program.&lt;/Keyword>
   	&lt;Abstract>The science, technology, engineering, and mathematics (STEM) workforce is a crucial driver of the U.S. economy. Over the last decade, there has been significant concern regarding the adequacy of the supply of STEM workers to meet the demands of the market. At the same time, many experts have presented evidence that there is a surplus of STEM workers. This thesis tries to reconcile the &amp;quot;STEM Crisis&amp;quot; vs. &amp;quot;STEM Surplus&amp;quot; debate by examining the heterogeneity of the supply and demand for the STEM workforce. The taxicab queueing model is presented as a frameworking metaphor to better understand the variation across different job segments, degree levels, and regions as well as illuminate the probabilistic nature of supply and demand markets. An analysis of the STEM labor market is conducted using an in-depth literature review using available data sources in conjunction with informal sources such as newspaper articles and interviews with company recruiters. Findings indicate that there is significant heterogeneity in the STEM labor market. The academic sector is generally oversupplied. The government sector has shortages in specific areas such as doctorates in nuclear engineering, materials science, and electrical engineering, as well as cybersecurity and intelligence professionals. The private sector also has specific shortages for positions such as petroleum engineers, data scientists, and software developers. At the same time, there are surpluses for graduates in areas like chemistry arid physics. The demand and supply also varies according to location and U.S. citizenship. Yes, there is a &amp;quot;STEM Crisis&amp;quot; and no, there is not a &amp;quot;STEM Crisis&amp;quot;. It depends on where you look.&lt;/Abstract>
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