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Massachusetts Institute of Technology

Analyzing VC influence on startup success : a people-centric network theory approach

Abstract

dc:description.abstract

In this thesis, we study the impact of venture capitalists on startup success using social network analysis. Using multiple sources, we compile a unique dataset of 3199 US-based technology startups and their board members, from which we generate and analyze the interlocking directorates network (formal network) and Twitter network (informal network). We find that startups with more VC board members are more central in the formal network, receive greater funding, have greater annual sales, yet a smaller return-on-investment. We also find that VCs are more central in the Twitter network than non-VCs, have greater Twitter popularity, yet tweet significantly less. Our results indicate that VCs carry a considerable amount of financial and social capital, which they transmit to the startups they invest in, yet their participation leads to lower startup ROI. Additionally, our dataset enabled us to investigate more general questions regarding startup success, including gender diversity on startup boards..

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2017

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Hadley, Beth M
Advisor dc:contributor.advisor
  • Peter Gloor.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • MIT theses are protected by copyright. They may be viewed, downloaded, or printed from this source but further reproduction or distribution in any format is prohibited without written permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/113149
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/113149

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Hadley, Beth M. Analyzing VC influence on startup success : a people-centric network theory approach. Massachusetts Institute of Technology, 2017. http://hdl.handle.net/1721.1/113149