Investigating Navigational Behavior Patterns of Students across At-Risk Categories within an Open-Ended Serious Game

Autor/inn/en	Kang, Jina; Liu, Min
Titel	Investigating Navigational Behavior Patterns of Students across At-Risk Categories within an Open-Ended Serious Game
Quelle	In: Technology, Knowledge and Learning, 27 (2022) 1, S.183-205 (23 Seiten)Infoseite zur Zeitschrift PDF als Volltext Verfügbarkeit
Zusatzinformation	ORCID (Kang, Jina)
Sprache	englisch
Dokumenttyp	gedruckt; online; Zeitschriftenaufsatz
ISSN	2211-1662
DOI	10.1007/s10758-020-09462-6
Schlagwörter	Student Behavior; Behavior Patterns; Navigation; Educational Games; At Risk Students; Middle School Students; Problem Solving + Suchen Sie Ihr Suchwort? Student behaviour; Schülerverhalten; Educational game; Lernspiel; Middle school; Middle schools; Student; Students; Mittelschule; Mittelstufenschule; Schüler; Schülerin; Problemlösen
Abstract	An open-ended serious game can engage students' scientific problem-solving processes. However, understanding how students learn higher-order thinking skills through solving a problem in an open-ended game system is a challenge. The complex game systems may make learning more difficult for students with different characteristics such as an at-risk label. Recent research stresses the importance of using gameplay data to better understand diverse individuals' learning behaviors and performances in the context of serious games. We analyzed gameplay data of a serious game called "Alien Rescue" to identify navigation behavior patterns between at-risk and non-at-risk middle school students. Particularly, we incorporated the combination of lag sequential analysis and sequential pattern mining in statistical analyses. The results revealed that the non-at-risk and at-risk students used problem-solving strategies differently when they navigated the environment. The findings using this integrated method confirmed that additional support was needed for at-risk students in order for them to develop contextual and procedural knowledge for problem-solving in the game environment. The findings provide methodological guidelines for researchers considering a sequential analysis as well as offer practical guidelines for game designers to consider when designing serious games with a complex problem so as to help at-risk students. (As Provided).
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Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2024/1/01