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   <dim:field mdschema="dc" element="contributor" qualifier="advisor">Murray, Fiona E.</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="author">Li, Maria</dim:field>
   <dim:field mdschema="dc" element="contributor" qualifier="department">Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="accessioned">2025-09-18T14:30:39Z</dim:field>
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   <dim:field mdschema="dc" element="date" qualifier="submitted">2025-06-23T14:02:50.930Z</dim:field>
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   <dim:field mdschema="dc" element="description" qualifier="abstract">The Massachusetts Institute of Technology (MIT) has a strong tradition of fostering entrepreneurship among its alumni, with more than 20% having founded for-profit ventures; significant portion of these enterprises are based in Massachusetts and California [1]. To gain deeper insights into this economic engagement, we conducted a comprehensive survey to assess MIT alumni involvement in startup ventures. From the survey data, we estimated company formation rates, sectors of operation, geographic distribution, and the influence of MIT’s educational environment on these types of pursuits. The analysis of survey responses identifies patterns and factors that influence alumni’ decisions to join startups and the results of their activities. The findings provide insights into the effectiveness of MIT’s support systems for new technologies and businesses, and inform strategies to enhance alumni contributions to innovation ecosystems. In addition, the study explores demographic variables such as gender, graduation year, and academic discipline to understand their correlation with entrepreneurial involvement. The ultimate goal is to offer an understanding of how MIT alumni contribute to the startup landscape, guiding future initiatives to support their economic impact.</dim:field>
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   <dim:field mdschema="dc" element="title">From Campus to Commerce: Examining MIT Alumni&#xd;
Roles in Startup Ecosystems</dim:field>
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   	&lt;Title>From Campus to Commerce: Examining MIT Alumni&#xd;
Roles in Startup Ecosystems&lt;/Title>
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   	&lt;PublicationDate>2025-05&lt;/PublicationDate>
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        	&lt;DisplayName>Li, Maria&lt;/DisplayName>
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   	&lt;Abstract>The Massachusetts Institute of Technology (MIT) has a strong tradition of fostering entrepreneurship among its alumni, with more than 20% having founded for-profit ventures; significant portion of these enterprises are based in Massachusetts and California [1]. To gain deeper insights into this economic engagement, we conducted a comprehensive survey to assess MIT alumni involvement in startup ventures. From the survey data, we estimated company formation rates, sectors of operation, geographic distribution, and the influence of MIT’s educational environment on these types of pursuits. The analysis of survey responses identifies patterns and factors that influence alumni’ decisions to join startups and the results of their activities. The findings provide insights into the effectiveness of MIT’s support systems for new technologies and businesses, and inform strategies to enhance alumni contributions to innovation ecosystems. In addition, the study explores demographic variables such as gender, graduation year, and academic discipline to understand their correlation with entrepreneurial involvement. The ultimate goal is to offer an understanding of how MIT alumni contribute to the startup landscape, guiding future initiatives to support their economic impact.&lt;/Abstract>
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