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April 10, 2016 1
A quantitative analysis of the most relevant Gamification Elements in
an Online Learning Environment
WebED@WWW 2016
Center of Excellence for Social Technologies
Computing Institute (IC) - Federal University of Alagoas (UFAL)
ig.ibert@ic.ufal.br
Sivaldo Joaquim, Ig Ibert Bittencourt, et al
Brasil
Maceió
Maceió
Maceió, Alagoas, Brazil
April 10, 2016 6
A quantitative analysis of the most relevant Gamification Elements in
an Online Learning Environment
WebED@WWW 2016
Center of Excellence for Social Technologies
Computing Institute (IC) - Federal University of Alagoas (UFAL)
ig.ibert@ic.ufal.br
Sivaldo Joaquim, Ig Ibert Bittencourt, et al
14th Century
http://media.linkjab.com/i/images/university-of-bologna-the-worlds-oldest-university.jpg
http://media.linkjab.com/i/images/university-of-bologna-the-worlds-oldest-university.jpg
14th Century
14th Century
http://media.linkjab.com/i/images/university-of-bologna-the-worlds-oldest-university.jpg
14th Century
Few evolution in this area
1870 Paoli Classroom
http://sjvnoticias.com/sala-de-aula-ontem-e-hoje/ 2015
http://www.grmwebsite.com/blog/bid/67340/Welcome-to-the-21st-Century-Why-YOU-Should-Be-Marketing-on-the-Web
21st Century
https://onlineacademiccommunity.uvic.ca/jjohal93/category/blogs/
http://www.theaerodrome.com/forum/showthread.php?t=61895
http://www.gamasutra.com/blogs/ToniSala/20131208/206535/Game_Design_Theory_Applied_The_Flow_Channel.php
Adaptive Techniques for
Individualized Learning
Skills
Topics
Disciplines
http://www.techreviewer.co.uk/english-teacher-claims-kids-playing-video-games-good/
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
21
Gamification
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
22
Engagement Motivation
Behavior Learning
Gamification
M.D. Hanus, J. Fox / Computers & Education 80 (2015) 152e161
L. da Rocha Seixas et al. / Computers in Human Behavior 58 (2016) 48e63
Orji, Rita – Design of Behavior Change. PhD Thesis (2014) (Sup. Julita Vassileva)
Joaquim, S. Bittencourt, I. I., et al. ICALT Conference (2016). To be published
Different Results (positive and negative) from the Literature
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
23
Our Study
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
24
Points Ranking
Badges Missions
Gamification Elements in an Online Learning Environment
Learning x Level
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
25
Correlation between gamification elements and Learning x Level
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
26
Instrument: Interaction from a Gamified Intelligent Tutoring System
100 5000
+30.000
NUMBER OF USERS
STUDENTS
48%FASTER More learning
27%
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
30
3989
•May, 2014 – November, 2014
837
•Many interaction
833
•Students with at least 4 levels
Sample Size
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
31
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
32
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
33
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
34
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
35
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
36
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
37
Points Ranking Position
Trophies Mission
Most relevant Gamification Elements in an Online Learning Environment
Learning x Level
0 + + +
0 0 - +
0 0 + 0
0 0 0 +
April 10, 2016
Ig Ibert Bittencourt | ig.ibert@ic.ufal.br
38
• Qualitative Analysis of Gamification Elements
• Still preliminary results
• There is no clear pattern between gamification elements and learning x levels
• Gamification Elements have positive and negative correlation to learning
• Probably due to Gamification Design
• Gamification can have positive and negative impact on learning;
• Variation in the literature
• External Threat to validity
Hypothesis: Gamification Design has a direct impact on
the benefits of gamification in education
Maceió
Maceió, Alagoas, Brazil
Thank you!
Muito Obrigado!
Merci Beaucoup!
April 10, 2016 40
A quantitative analysis of the most relevant Gamification Elements in
an Online Learning Environment
WebED@WWW 2016
Center of Excellence for Social Technologies
Computing Institute (IC) - Federal University of Alagoas (UFAL)
ig.ibert@ic.ufal.br
Sivaldo Joaquim, Ig Ibert Bittencourt, et al

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A Quantitative Analysis of the Most Relevant Gamification Elements in an Online Learning Environment