Network Effect on Teams, Team Processes, and Performance
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...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/151550 |
| _version_ | 1811071775961776128 |
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| author | Liu, Donald Dee |
| author2 | Reagans, Ray |
| author_facet | Reagans, Ray Liu, Donald Dee |
| author_sort | Liu, Donald Dee |
| collection | MIT |
| description | 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. |
| first_indexed | 2024-09-23T08:56:01Z |
| format | Thesis |
| id | mit-1721.1/151550 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T08:56:01Z |
| publishDate | 2023 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1515502023-08-01T04:15:39Z Network Effect on Teams, Team Processes, and Performance Liu, Donald Dee Reagans, Ray Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science 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. M.Eng. 2023-07-31T19:47:59Z 2023-07-31T19:47:59Z 2023-06 2023-06-06T16:35:45.984Z Thesis https://hdl.handle.net/1721.1/151550 In Copyright - Educational Use Permitted Copyright retained by author(s) https://rightsstatements.org/page/InC-EDU/1.0/ application/pdf Massachusetts Institute of Technology |
| spellingShingle | Liu, Donald Dee Network Effect on Teams, Team Processes, and Performance |
| title | Network Effect on Teams, Team Processes, and
Performance |
| title_full | Network Effect on Teams, Team Processes, and
Performance |
| title_fullStr | Network Effect on Teams, Team Processes, and
Performance |
| title_full_unstemmed | Network Effect on Teams, Team Processes, and
Performance |
| title_short | Network Effect on Teams, Team Processes, and
Performance |
| title_sort | network effect on teams team processes and performance |
| url | https://hdl.handle.net/1721.1/151550 |
| work_keys_str_mv | AT liudonalddee networkeffectonteamsteamprocessesandperformance |