Using Gamification to Facilitate Students’ Self-Regulation in E-Learning: A Case Study on Students’ L2 English Learning
Abstract
:1. Introduction
2. Literature Review
2.1. Self-Regulated Learning in E-Learning
2.2. Gamification in E-Learning
2.3. Self-Regulated Learning and Gamified Learning
2.4. Summary
3. Methodology
3.1. Research Tool
3.2. Research Design and Procedure
3.3. Data Collection and Analysis
4. Results
4.1. RQ1: To What Extent Can the Gamified E-Learning System Affect Students’ English Academic Performance?
4.2. RQ2: How Does the Gamified E-Learning System Affect Students’ SRL Interest and Self-Efficacy?
4.3. RQ3: How Does the Gamified E-Learning System Develop Students’ SRL Strategies?
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Items | Participants | |||
---|---|---|---|---|
Group | N | Mean | Std. D | |
SRL interest in reading-pre | L | 42 | 3.01 | 0.72 |
H | 39 | 2.50 | 0.74 | |
SRL interest in reading-post | L | 43 | 2.81 | 0.73 |
H | 40 | 2.74 | 0.75 | |
Self-efficacy in reading-pre | L | 43 | 2.79 | 0.77 |
H | 40 | 2.15 | 0.73 | |
Self-efficacy in reading-post | L | 43 | 2.73 | 0.68 |
H | 40 | 2.60 | 0.83 | |
SRL interest in writing-pre | L | 43 | 2.56 | 1.22 |
H | 40 | 2.23 | 0.89 | |
SRL interest in writing-post | L | 43 | 2.65 | 1.11 |
H | 40 | 2.78 | 1.00 | |
Self-efficacy in writing-pre | L | 43 | 2.47 | 0.95 |
H | 39 | 2.37 | 0.71 | |
Self-efficacy in writing-post | L | 43 | 2.77 | 0.83 |
H | 40 | 2.64 | 0.74 | |
SRL interest in speaking-pre | L | 43 | 2.45 | 0.83 |
H | 40 | 2.26 | 0.76 | |
SRL interest in speaking-post | L | 43 | 2.50 | 0.84 |
H | 40 | 2.37 | 0.86 | |
Self-efficacy in speaking-pre | L | 43 | 2.57 | 0.95 |
H | 40 | 2.40 | 0.86 | |
Self-efficacy in speaking-post | L | 43 | 2.73 | 0.84 |
H | 40 | 2.69 | 0.93 | |
SRL interest in listening-pre | L | 43 | 2.84 | 1.15 |
H | 40 | 2.65 | 0.98 | |
SRL interest in listening-post | L | 43 | 2.47 | 0.98 |
H | 40 | 2.33 | 0.97 | |
Self-efficacy in listening-pre | L | 43 | 2.86 | 1.08 |
H | 40 | 2.63 | 0.95 | |
Self-efficacy in listening-post | L | 43 | 2.65 | 0.95 |
H | 40 | 2.43 | 0.93 |
Appendix B
Phase | Themes | Quotations |
---|---|---|
Motivation | learning interest, social interaction, pleasure | I want to go to the next level as soon as possible and gain a higher ranking on the leaderboard.—Student-Albert Both my brother and I use OA. The interaction between us increased as we competed to see our positions on the leaderboard.—Student-Rose |
Agency | self-efficacy learning presence | I am very happy when I became more fluent and more courageous to speak English after using OA.—Student-Betty I feel self-satisfactory when I scored five stars on OA.—Student-Albert |
forethought | planning, goal setting, and prior knowledge activation | I want to go onto the next level as soon as possible; therefore, I kept using OA to obtain more stars.—Student-Albert To compete with my classmates and rank higher, I preferred to set a score before I finished a module.—Student-Peter |
Performance | engagement, initiative, feedback, and hints | I took the initiative to use OA without others telling me to do so as I want to improve my English.—Student-Joy When I encountered difficulties, I can look for help from the smart tutors in the system.—Student-Rose |
Monitoring | progress | Before using OA, I found some words difficult to pronounce. Now I find it easier to pronounce them as I can imitate them after hearing them in OA.—Student-Joy I like to see the dashboard to let myself know how my English competence is distributed.—Student-Nancy |
Manage | control, management, regulation, scaffolding, flexibility, convenience, and problem-solving | I looked for help from my parents when I encountered difficulties, and they would teach me how to do better.—Student-Allen If he did not know a new English word, he would take out a dictionary to look it up by himself or would ask around in his private tutoring class.—Parent-penny OA would tell me about the things that I have not performed well in, such that I would inform my parents about what happened in OA, and they would teach me [how to improve].—Student-Martin |
Reflection | reaction, adjust | The feedback of the system helps us a great deal. If we got it wrong, we immediately know what we did is wrong and keep going.—Student-Nancy I know my weakness in English according to the performance radar map, and I would adjust my learning time and energy to strengthen my weakness.—Student-Lily |
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Item | P3 |
---|---|
Total students | 217 |
Students who used OA | 94 |
Students who attended the pre-/post-test or pre-/post-questionnaire | 86 |
Students who attended both the pre-test and post-test reading exams | 80 |
Students who attended both the pre-test and post-test questionnaire survey | 83 |
Average of finished exercises in OA | 20 |
Median of finished exercised in OA | 14.5 |
Type of Sub-Scale | Number of Items | Cronbach’s Alpha |
---|---|---|
Reading | 5 | 0.807 |
Writing | 3 | 0.805 |
Speaking | 5 | 0.856 |
Listening | 2 | 0.660 |
Variables | Group | N | Mean | SD | t-Test | |||
---|---|---|---|---|---|---|---|---|
F | t | Effect Size (Cohen’s d) | Sig. | |||||
change of reading score | L | 34 | −2.88 | 12.78 | 9.41 | −2.38 | −0.57 | 0.021 * |
H | 36 | 7.76 | 23.40 |
Components | Group | N | Change of Rating | Non-Parametric Test | |||
---|---|---|---|---|---|---|---|
Mean | SD | Effect Size | Z | Sig. | |||
Change—R SRL interest | L | 43 | −0.21 | 0.75 | 0.582 | −2.35 | 0.019 * |
H | 40 | 0.22 | 0.76 | ||||
Change—S SRL interest | L | 43 | 0.05 | 0.80 | 0.485 | −0.24 | 0.811 |
H | 40 | 0.11 | 0.85 | ||||
Change—W SRL interest | L | 43 | 0.09 | 1.41 | 0.354 | −1.63 | 0.102 |
H | 40 | 0.55 | 0.95 | ||||
Change—L SRL interest | L | 43 | −0.37 | 1.29 | 0.317 | −0.43 | 0.669 |
H | 40 | −0.32 | 1.26 | ||||
Change—R self-efficacy | L | 43 | −0.06 | 0.93 | 0.332 | −2.14 | 0.032 * |
H | 40 | 0.45 | 0.99 | ||||
Change—S self-efficacy | L | 43 | 0.16 | 1.04 | 0.303 | −0.14 | 0.890 |
H | 40 | 0.29 | 1.09 | ||||
Change—W self-efficacy | L | 43 | 0.30 | 1.11 | 0.281 | −0.33 | 0.742 |
H | 40 | 0.25 | 0.91 | ||||
Change—L self-efficacy | L | 43 | −0.21 | 1.4 | 0.272 | −0.14 | 0.891 |
H | 40 | −0.20 | 1.2 |
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Li, X.; Xia, Q.; Chu, S.K.W.; Yang, Y. Using Gamification to Facilitate Students’ Self-Regulation in E-Learning: A Case Study on Students’ L2 English Learning. Sustainability 2022, 14, 7008. https://doi.org/10.3390/su14127008
Li X, Xia Q, Chu SKW, Yang Y. Using Gamification to Facilitate Students’ Self-Regulation in E-Learning: A Case Study on Students’ L2 English Learning. Sustainability. 2022; 14(12):7008. https://doi.org/10.3390/su14127008
Chicago/Turabian StyleLi, Xiuhan, Qi Xia, Samuel Kai Wah Chu, and Yuqin Yang. 2022. "Using Gamification to Facilitate Students’ Self-Regulation in E-Learning: A Case Study on Students’ L2 English Learning" Sustainability 14, no. 12: 7008. https://doi.org/10.3390/su14127008