gamification design and analytics literature review by yongwen xu

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  • Slide 1
  • Gamification Design and Analytics Literature Review by Yongwen Xu
  • Slide 2
  • Definition
  • Slide 3
  • Wikipedia Gamification is the use of game design techniques and mechanics to solve problems and engage audiences.
  • Slide 4
  • Academia Gamification is the use of game design elements in non-game contexts Sebastian Deterding: Toward a Definition, CHI 2011
  • Slide 5
  • Game Non- Game DesignAnalytics Gamification
  • Slide 6
  • The Time line
  • Slide 7
  • Feb 2010 TED: Gaming can make a better world Jane Mcgonigal, PhD, researcher, game designer Time line
  • Slide 8
  • March 2011 SXSW Keynote Seth Priebatsch, Princeton dropout, founder of SCVNGR Last decade: Social Layer construction is over Next decade: Game Layer construction just begun Time line
  • Slide 9
  • July 2011 Gartner Hype Cycle for Emerging Technologies Time line
  • Slide 10
  • Gartner By 2014, a gamified service will become as important as Facebook, eBay By 2014, more than 70 percent of Global 2000 organizations will have at least one gamified application By 2015, more than 50 Percent of companies will gamify their Innovation processes Time line
  • Slide 11
  • Why Game Now ? Demographics Shift Money Shift Time Shift
  • Slide 12
  • Demographics 72% US Head of household play computer and video games 96% of youth under 18 play 40% gamers are women 25% gamers are over age 50 average US gamers is 35 years old Shift Jane Mcgonigal, Epic Win
  • Slide 13
  • Money $65 billion video games industry Gaming industry is now bigger than DVD, box office, book, music Shift Reuters, Jun 2011
  • Slide 14
  • Time Angry Birds is played 100 million hours each month = Time to create entire Wikipedia each month by age 21, average gamer plays 10,000 hours = Time to acquire a true expertise 100 million hard-core gamers spend more than 20 hours a week = JOB Shift
  • Slide 15
  • Jane McGonigal: Epic Win Albert Einstein, an avid chess player :
  • Slide 16
  • Gamification Examples foursquare.com
  • Slide 17
  • Daily Life: Chore Wars Gamification Example chorewars.com
  • Slide 18
  • Gamified Health: Nike+ Gamification Example nikeplus.com
  • Slide 19
  • Corporation : Samsung Gamification Example samsung.com
  • Slide 20
  • Gamification: Non-game Related but Not: Serious game Playful interaction Sebastian Deterding: Toward a Definition, CHI 2011
  • Slide 21
  • Serious Games FoldIt World without Oil
  • Slide 22
  • Playful Interactions
  • Slide 23
  • Design Game / UX Gamification
  • Slide 24
  • The purpose of all video games is to train a player to work harder while still enjoying it - Nick Yee, PhD, the Daedalus Project Pioneer Researcher in World of Warcraft (MMORPG) Design
  • Slide 25
  • Slide 26
  • and the success of games demonstrates how seductive and concealed the work treadmill can be - Nick Yee, Understanding mmorpg addiction Design
  • Slide 27
  • Flow Design
  • Slide 28
  • Player Types Design Amy Jo Kims Social Actions (2010) Bartles Player Types (1996)
  • Slide 29
  • Gamification Design 1.0 Sebastian Deterding: Meaningful Play Design
  • Slide 30
  • Game Dynamics Techcrunch: SCVNGRs Playdeck Game layer is about Influence At SCVNGR we like to joke that with any 7 game dynamics, you can get anyone to do anything. Seth Priebatsch, welcome to the decade of games (2010) Design
  • Slide 31
  • Gamification Service Industry
  • Slide 32
  • Open Source Gamification
  • Slide 33
  • July 2011 Gartner Hype Cycle for Emerging Technologies Time line
  • Slide 34
  • Exploitationware Time line August 2011
  • Slide 35
  • Gamification = Pointification Critiques Gamification = Extrinsic rewards
  • Slide 36
  • Gamification 2.0 Desig n Amy Jo Kim, PhD. Smart Gamification. GDC 2011
  • Slide 37
  • Four Keys to Fun Desig n Nicole Lazzaro, Designing Emotional Engagement, BayCHI 2010
  • Slide 38
  • Intrinsic Motivation Desig n Stephen Anderson, Sustaining passionate users, 2011
  • Slide 39
  • Game Non- Game DesignAnalytics Gamification
  • Slide 40
  • Where is the result? Analytics WoW In-game Player Metrics Social Game Metrics Zynga : Data Driven Design
  • Slide 41
  • Top social game metrics Analytics Entry Event Distribution Messages per user Click-Through Rates (CTR) Virality (K-factor = Message / Users * CTR) Engagement (time on site) Exit Event Distribution Retention revisit rate
  • Slide 42
  • E-score Analytics Recency : How long ago did they visit? Frequency : How often did they come back? Duration : How long did they stay? Virality : How many people have they told about you? Rating : How did they rate you? Gamification Metrics ?
  • Slide 43
  • Conclusions Current state of Gamification: extrinsic rewards Simple Gamification may work in short time Need good game design to make it sustainable Need more data
  • Slide 44
  • Game Design in Kukuicup 1.Engage participation 2.Effective energy education 3.Encourage energy behavior change Game Design Goals
  • Slide 45
  • Game Elements Points Leaderboard Badges Quests Notification Game Dynamics Unlocking Appointment Social Bonus Referrals
  • Slide 46
  • Game Design in Kukuicup Integration of real world (meter, workshop, excursion) and virtual world (points, raffles)
  • Slide 47
  • Game Design in Kukuicup Scaffolding and raffle Player journey to mastery
  • Slide 48
  • Research Questions How to use game to motivate effective learning? How to use game to motivate sustainable behavior change? What data we need for analysis and how? What is the unique challenge in gamifying energy conservation? How to extend the game engine beyond energy conservation?
  • Slide 49
  • Thank You !