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Massachusetts Institute of Technology

Network Effect on Teams, Team Processes, and Performance

Abstract

dc:description.abstract

Team communication provides a foundation for the emergence and development of important team processes. This research focuses on indicators of a team’s transactive memory processes. Through the use of text analysis and natural language processing (NLP) techniques, we illustrate how teams become more efficient in their work processes and develop a shared problem-solving framework, which in turn are beneficial for team performance. These computational tools allow us to measure and assess the influence of established team processes in an online and distributed work context.

Degree

thesis:*
Name thesis:degree_name
Master
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
2023

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Liu, Donald Dee
Advisor dc:contributor.advisor
  • Reagans, Ray

Rights

dc:rights
Statement dc:rights
  • In Copyright - Educational Use Permitted
  • Copyright retained by author(s)

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/1721.1/151550
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/151550

Chain of custody

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

Liu, Donald Dee. Network Effect on Teams, Team Processes, and Performance. Massachusetts Institute of Technology, 2023. https://hdl.handle.net/1721.1/151550