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Social Network Analysis of College a...

Xu, Carol.

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Social Network Analysis of College and Professional Basketball.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Social Network Analysis of College and Professional Basketball./
Author:	Xu, Carol.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2018,
Description:	93 p.
Notes:	Source: Dissertations Abstracts International, Volume: 80-02, Section: B.
Contained By:	Dissertations Abstracts International80-02B.
Subject:	Sports Management. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10827696
ISBN:	9780438175815

Social Network Analysis of College and Professional Basketball.
Xu, Carol.

Social Network Analysis of College and Professional Basketball. - Ann Arbor : ProQuest Dissertations & Theses, 2018 - 93 p.

Source: Dissertations Abstracts International, Volume: 80-02, Section: B.

Thesis (Ph.D.)--University of Washington, 2018.

This item must not be added to any third party search indexes.

Social network analysis (SNA) allows us to quantify cooperative team sports such as basketball, and compare different passing patterns' effects on a successful game. We analyzed games at both the college and professional level to identify common network metrics that predict a win. For both levels of competition, individual players who scored the most points per game were unlikely to also occupy the central position in their team's network; however, we found opposite effects of out-degree centralization on college vs. professional basketball. Other factors that significantly increase chances of success at the professional level include a team's total number of passes and level of reciprocity. These results may be used as a tool for coaching staff to improve their teams' strategies in concrete, measurable ways, and help track the level of cooperation among their players more easily.

ISBN: 9780438175815Subjects--Topical Terms:

2122869
Sports Management.

Social Network Analysis of College and Professional Basketball.
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245 1 0 $a Social Network Analysis of College and Professional Basketball.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2018
300 $a 93 p.
500 $a Source: Dissertations Abstracts International, Volume: 80-02, Section: B.
500 $a Publisher info.: Dissertation/Thesis.
500 $a Advisor: Ha, Renee.
502 $a Thesis (Ph.D.)--University of Washington, 2018.
506 $a This item must not be added to any third party search indexes.
506 $a This item must not be sold to any third party vendors.
520 $a Social network analysis (SNA) allows us to quantify cooperative team sports such as basketball, and compare different passing patterns' effects on a successful game. We analyzed games at both the college and professional level to identify common network metrics that predict a win. For both levels of competition, individual players who scored the most points per game were unlikely to also occupy the central position in their team's network; however, we found opposite effects of out-degree centralization on college vs. professional basketball. Other factors that significantly increase chances of success at the professional level include a team's total number of passes and level of reciprocity. These results may be used as a tool for coaching staff to improve their teams' strategies in concrete, measurable ways, and help track the level of cooperation among their players more easily.
590 $a School code: 0250.
650 4 $a Sports Management. $3 2122869
650 4 $a Social psychology. $3 520219
650 4 $a Psychology. $3 519075
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710 2 $a University of Washington. $b Psychology. $3 2103427
773 0 $t Dissertations Abstracts International $g 80-02B.
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856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10827696