MétaCan
Menu
Back to cohort
Record W4213326131 · doi:10.1111/bjet.13194

You escaped! How did you learn during gameplay?

2022· article· en· W4213326131 on OpenAlex
Alice Veldkamp, Johanna Rebecca Niese, Martijn Heuvelmans, Marie‐Christine P. J. Knippels, Wouter van Joolingen

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBritish Journal of Educational Technology · 2022
Typearticle
Languageen
FieldPsychology
TopicEducational Games and Gamification
Canadian institutionsHolland College
Fundersnot available
KeywordsDebriefingImmersion (mathematics)PsychologyEducational gameNarrativeUsabilityMathematics educationGame based learningGame designPedagogyMultimediaComputer scienceHuman–computer interactionSocial psychology

Abstract

fetched live from OpenAlex

Abstract This study investigates the influence of the educational game design elements immersion , collaboration and debriefing , on fostering learning with educational escape rooms. We based the design of the escape room on an educational game design framework that aligns the learning goal and the game goal, that is, escaping from the room. One‐hundred‐and‐twenty‐six students, aged between 16 and 20 played the escape room. Measures for learning were pre‐and post‐tests. The game experience was measured through questionnaires, classroom observations and interviews with students and teachers. The results show a knowledge gain between pre‐and post‐test. Correlational analysis showed that all three design elements contributed to students' appreciation of the escape room, whereas only immersion had a direct contribution to knowledge gain. Based on the qualitative data it appeared that the used escape boxes contributed most to perceived immersion. Immersion helps students focus on each other and the tasks. Also, a narrative with distinct roles for each student helped to evoke immersion. Unexpectedly, these roles also scaffolded collaboration except for students in the school that engaged in a collaborative learning pedagogy. The study confirms the usability of the framework for game designs, based on theories for the design of physical and hybrid educational games. Practitioner notes What is already known about this topic The escape room as a learning environment appeals to teachers of different disciplines, ages, gender and teaching experiences. Teachers implement escape rooms to create active (hybrid) learning spaces, where learners need a combination of knowledge and skills to solve the subject‐based activities. Students and teachers perceive that while participating in escape rooms, students are more engaged, active and learn more compared to regular classes. The assumption is that escape rooms support collaboration and automatically collaborative learning. Review studies on educational escape rooms show that a systematic evaluation is usually absent, disputable or indicates no knowledge gain. Teachers design their educational escape rooms based on digital escape games and/or their experience as players of escape rooms. For digital educational games, important game design aspects are researched. Three main challenges in designing educational games are (1) the participants' transition from the real world to the game world, (2) the alignment of game design aspects and educational aspects and (3) the transfer from attained experiences and knowledge back into the real world. What this paper adds This paper evaluates an educational game design framework for escape rooms, focussing on the above‐mentioned main challenges in designing educational games. It investigates the influence of the educational game design elements immersion , collaboration and debriefing , on fostering learning with a hybrid educational escape room. It informs that all three design elements contributed to students' appreciation of the escape room, whereas only immersion had a direct contribution to knowledge gain. The used hybrid escape boxes contributed most to the immersion; scaffolding students to focus on each other and the tasks. Students' collaboration was successfully fostered. However, it scarcely led to collaborative learning during gameplay, due to lack of discussion and reflection needed for deeper understanding. Implications for practice and/or policy The educational escape game framework would help educators creating immersive games, which not only confront learners with meaningful contexts but also give learning gains. The educational escape game framework would help researchers focussing on important and difficult aspects of designing and implementing educational escape rooms to develop and research more effective escape rooms. In guidelines on creating immersion in educational escape games, the notion of physical objects is lacking. In this hybrid escape room, the physical objects such as escape boxes were the most powerful in creating immersion. In addition, the use of sound design in escape games in classrooms seems overrated. Debriefing after the gameplay is perceived necessary to discuss common misunderstandings, to make connections between the topics in various puzzles and to add more content to interest high‐achieving students.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.329
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.288
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it