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Two Studies in Social Networks and E...

Dan, Ding.

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Two Studies in Social Networks and Education: Empirical Investigations.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Two Studies in Social Networks and Education: Empirical Investigations./
Author:	Dan, Ding.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2020,
Description:	151 p.
Notes:	Source: Dissertations Abstracts International, Volume: 83-06, Section: B.
Contained By:	Dissertations Abstracts International83-06B.
Subject:	Teaching. -
Online resource:	https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28832947
ISBN:	9798460446643

Two Studies in Social Networks and Education: Empirical Investigations.
Dan, Ding.

Two Studies in Social Networks and Education: Empirical Investigations. - Ann Arbor : ProQuest Dissertations & Theses, 2020 - 151 p.

Source: Dissertations Abstracts International, Volume: 83-06, Section: B.

Thesis (Ph.D.)--National University of Singapore (Singapore), 2020.

This item must not be sold to any third party vendors.

Social networks play a critical role in determining educational outcomes. The rapid development of social learning technologies has fundamentally changed the way student learn, collaborate and communicate. While social interactions through these technologies are prevalent in higher education, it is still unclear about the effects of online social interactions on academic performance and real-world communication. This dissertation includes two studies. In my first study, I propose a three-stage framework to assess peer effects in a college setting by modelling the joint dynamic process of course selection, individual interactions and academic performance. In my second study, I adopt a multiplex network framework to understand the structure of and the interplay between online and offline communication networks. Through these two studies, I seek to contribute towards understanding (i) the impact of peer effects through online social interactions on academic performance, and (ii) the interplay between online and offline communication networks.

ISBN: 9798460446643Subjects--Topical Terms:

517098
Teaching.
Subjects--Index Terms:

Social network interactions

Two Studies in Social Networks and Education: Empirical Investigations.
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300 $a 151 p.
500 $a Source: Dissertations Abstracts International, Volume: 83-06, Section: B.
500 $a Advisor: Phan Tuan , Quang.
502 $a Thesis (Ph.D.)--National University of Singapore (Singapore), 2020.
506 $a This item must not be sold to any third party vendors.
506 $a This item must not be sold to any third party vendors.
520 $a Social networks play a critical role in determining educational outcomes. The rapid development of social learning technologies has fundamentally changed the way student learn, collaborate and communicate. While social interactions through these technologies are prevalent in higher education, it is still unclear about the effects of online social interactions on academic performance and real-world communication. This dissertation includes two studies. In my first study, I propose a three-stage framework to assess peer effects in a college setting by modelling the joint dynamic process of course selection, individual interactions and academic performance. In my second study, I adopt a multiplex network framework to understand the structure of and the interplay between online and offline communication networks. Through these two studies, I seek to contribute towards understanding (i) the impact of peer effects through online social interactions on academic performance, and (ii) the interplay between online and offline communication networks.
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650 4 $a Behavior. $3 532476
650 4 $a Higher education. $3 641065
650 4 $a Communication. $3 524709
650 4 $a Social network analysis. $3 3564656
650 4 $a Social sciences. $3 516032
650 4 $a Social research. $3 2122687
650 4 $a Social interaction. $3 520415
650 4 $a Educational objectives. $3 3566291
650 4 $a Academic achievement. $3 541708
650 4 $a Peers. $3 3435329
650 4 $a Electronic mail systems. $3 554257
650 4 $a College students. $3 537393
650 4 $a Communications networks. $3 3564745
650 4 $a Sociology. $3 516174
650 4 $a Personal relationships. $3 3422407
650 4 $a Education. $3 516579
650 4 $a Information technology. $3 532993
650 4 $a Social structure. $3 528995
650 4 $a Web studies. $3 2122754
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653 $a Academic performance
653 $a Peer effects
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710 2 $a National University of Singapore (Singapore). $3 3352228
773 0 $t Dissertations Abstracts International $g 83-06B.
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792 $a 2020
793 $a English
856 4 0 $u https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28832947