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Teaching How Electoral Systems Change
Political Outcomes Using a Role-Playing
Simulation Game
Shinsuke Nishino Jaehyun Song* Keisuke Tani Yuki Yanai
Graduate School of Law, Kobe University
jaehyun.song@stu.kobe-u.ac.jp
February 12, 2016
Today’s Talk
1 Background
Why does electoral system matter?
Difficulty of teaching electoral systems
How to overcome: Role-playing game
2 Role-playing game
How to play
Result
3 Educational effect
How to measure
How effective
Background Why matters?
Why matters?
Elements of electoral systems
Voting rule, district magnitude, counting rule, . . .
Electoral systems affect
Party systems
Party organizations
Voting behavior
. . .
⇒ Important for learning political science
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 1 / 11
Background Problems & Difficulties
Problems & Difficulties
1 No experiences
Stability of political system
No experiences with various electoral systems
2 Connection with voting rules
SMD & Single vote; MMD & Multiple vote
What about MMD & Single vote? (Pure effect of MMD)
3 Only a few cases
Upper-house in Japan, local elections in Japan and Korea
NOT the most important elections.
A role-playing simulation as an indirect experience.
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 2 / 11
Role-playing Game Design
Design
Purpose
Effect of district magnitudes (MMD vs. SMD)
MMD → SMD: Pork-barrel politics declines
A role-playing game to understand why and how
Role-playing as candidates in elections
Candidates allocate their own resources to each sector
More allocation, more votes
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 3 / 11
Role-playing Game Setting
Setting
Common Setting
Population of each district: 100,000
Every voter belong to specific sectors
Sec. 1 Sec. 2 Sec. 3 Sec. 4 Total
Pop. 40,000 30,000 20,000 10,000 100,000
Each candidate has 10 unit of resources.
Two situations
MMD 5 candidates & 3 winners
Candidates 1 and 2 belong to the same party
SMD 3 candidates & 1 winner
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 4 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example)
Cand. 1, 2, and 3 allocated 3, 0, and 4 units of the resources
respectively to Sector 1 ⇒ s1 = (3, 0, 4)
Calculating the costs of competitons(c)
Subtracting c
Normalizing the column vectors
Multiplying the populations of the sectors
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): STEP 1
Cand. 1, 2, and 3 allocated 3, 0, and 4 units of the resources
respectively to Sector 1 ⇒ s1 = (3, 0, 4)
Table: Resource Allocation
Sec.1 Sec.2 Sec.3 Sec.4
Cand.1 3 4 1 2
Cand.2 0 6 4 0
Cand.3 4 3 2 1
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): STEP 2
Calculating the cost of competition (c = 0.1× # of competitors)
Table: Calculating the costs
Sec.1 Sec.2 Sec.3 Sec.4
Cand.1 3 4 1 2
Cand.2 0 6 4 0
Cand.3 4 3 2 1
c 0.2 0.3 0.3 0.2
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): STEP 3
Subtracting c
Table: Cost-adjusted Resource Allocation
Sec.1 Sec.2 Sec.3 Sec.4
Cand.1 3 − 0.2 = 2.8 3.7 0.7 1.8
Cand.2 0 5.7 3.7 0
Cand.3 4 − 0.2 = 3.8 2.7 1.7 0.8
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): STEP 4
Normalizing the column vectors
Table: Normalized Resource Allocation
Sec.1 Sec.2 Sec.3 Sec.4
Cand.1 2.8
2.8+3.8
= 0.424 0.306 0.115 0.692
Cand.2 0 0.471 0.607 0
Cand.3 3.8
2.8+3.8
= 0.576 0.223 0.279 0.308
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): STEP 5
Multiplying the populations of sectors
Table: Translating Resources to Votes
Sec.1 Sec.2 Sec.3 Sec.4
Cand.1 0.424 × 40000 = 16970 9174 2295 6923
Cand.2 0 × 40000 = 0 14132 12131 0
Cand.3 0.576 × 40000 = 23030 6694 5574 3077
Cand.1 Cand.2 Cand.3
Votes 35361 26263 38375
W/L Lose Lose Win
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Rule
Rule
How to calculate votes (Example): Summary
Cand. 1, 2, and 3 allocated 3, 0, and 4 unit of the resources
respectively to Sector 1. ⇒ s1 = (3, 0, 4)
1.Calculating c Two candidates × 0.1 = 0.2
2.Subtracting (2.8, 0, 3.8)
3.Normalizing 2.8
2.8+3.8
, 0, 3.8
2.8+3.8
= (0.424, 0, 0.576)
4.Multiplying 40,000 (16970
Cand.1
, 0
Cand.2
, 23030
Cand.3
)
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
Role-playing Game Practice
Procedure
1 Guidance on how to play
2 Thinking strategies (3 mins.)
No communication except
players 1 and 2 in MMD
3 Submit distribution sheets to
masters
4 Notice the results
The votes are calculated using
R and the results are uploaded
on a webpage
5 Repeat ten times
Table
Table Table
C1
C5
C3
M
C2
C4
Figure: Table setting(MMD)
C: Candidate, M: Master
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
Role-playing Game Practice
Procedure
1 Guidance on how to play
2 Thinking strategies (3 mins.)
No communication except
players 1 and 2 in MMD
3 Submit distribution sheets to
masters
4 Notice the results
The votes are calculated using
R and the results are uploaded
on a webpage
5 Repeat ten times
Figure: Playing game
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
Role-playing Game Practice
Procedure
1 Guidance on how to play
2 Thinking strategies (3 mins.)
No communication except
players 1 and 2 in MMD
3 Submit distribution sheets to
masters
4 Notice the results
The votes are calculated using
R and the results are uploaded
on a webpage
5 Repeat ten times
Table: A distribution sheet
Candidate ID:
Sector Population Resource
Sector1 40,000
Sector2 30,000
Sector3 20,000
Sector4 10,000
Total 100,000 10
Magnitude is 3.
If tied, winner is randomly decided
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
Role-playing Game Practice
Procedure
1 Guidance on how to play
2 Thinking strategies (3 mins.)
No communication except
players 1 and 2 in MMD
3 Submit distribution sheets to
masters
4 Notice the results
The votes are calculated using
R and the results are uploaded
on a webpage
5 Repeat ten times
Figure: Calculating votes
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
Role-playing Game Practice
Procedure
1 Guidance on how to play
2 Thinking strategies (3 mins.)
No communication except
players 1 and 2 in MMD
3 Submit distribution sheets to
masters
4 Notice the results
The votes are calculated using
R and the results are uploaded
on a webpage
5 Repeat ten times Figure: Result page
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
Role-playing Game Result
Result
Expectation
MMD(1,2): (8, 0, 0, 2) & (0, 6, 4, 0) ⇒ ENC = (1, 1, 1, 1)
MMD(i≥3) = SMD: (4, 3, 2, 1)
Table: MMD - Players 1 and 2
Sec.1 Sec.2 Sec.3 Sec.4
Expected 1 1 1 1
Mean 1.95 1.92 1.58 1.44
Note: Average ENC of the last three tasks
Table: MMD(Player 3-5) & SMD
Sec.1 Sec.2 Sec.3 Sec.4
Expected 4 3 2 1
M: Mean 3.78 3.11 2.22 0.89
M: SD 0.85 0.97 0.80 0.58
S: Mean 3.90 3.00 2.07 1.03
S: SD 1.09 1.05 0.74 0.49
Note: Average allocation of the last three
tasks
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 7 / 11
Evaluation Measurements
What are measured?
Post-game
After the game, all participants responded to:
1 How actively the students participated
2 How much they enjoyed the game
3 How helpful they thought the game was
Post-lecture
In “Political Culture” class, the instructor lectured about:
1 M + 1 Rule
2 District magnitude and candidates’ preferences
3 Electoral system and party factions
Asked how much they understood these 3 topics
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 8 / 11
Evaluation Result
Post-game
Many students actively participated, and rated the game as fun
and educationally helpful.
Participation Enjoying Helpful N
Mean 3.60 3.60 3.21 15
SD 0.51 0.51 0.80
Note: Higher means, more positive response.(1∼4)
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 9 / 11
Evaluation Result
Post-lecture
Control Group Students who did NOT participate in the game (N = 61)
Treatment Group Those who participated in the game (N = 13)
Degree of understanding between the two groups
PositiveResponses(%)
5060708090100
Control Treatment Control Treatment Control Treatment
M + 1 Rule District magnitude Party faction
95% CI
A difference between the both group is not statistically significant (small N)
Smaller SD in the treatment group
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 10 / 11
Conclusion
Conclusion
Conclusion
Many students actively participated in our role-playing game,
enjoyed it, and felt it useful.
Statistically significant educational effect was not found, but we
could do better
How to improve
Larger N
Reducing social desirability bias
Elaborating the game design
Separating each sector by Party-Identification
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
Appendix Game Result
Result(MMD; Candidates 1 and 2)
Sec.1 Sec.2 Sec.3 Sec.4
District 1 1.98 1.96 1.60 1.33
District 2 1.96 1.97 1.87 1.67
District 3 1.91 1.84 1.27 1.33
Mean 1.95 1.92 1.58 1.44
Expected 1 1 1 1
Note: Average ENC of the last three tasks
0.00.51.01.52.0
Result(MMD − Player 1~2)
Election ID
ENC
1 2 3 4 5 6 7 8 9 10
Sector1(Actual)
Sector2(Actual)
Sector3(Actual)
Sector4(Actual)
Expectation
Observed result deviated from the expectation.
Small # of trials?
⇒ A few chances for “trial and error”
⇒ Avoiding risks.
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
Appendix Game Result
Result(MMD; Candidates 3, 4, and 5)
Sec.1 Sec.2 Sec.3 Sec.4
Expected 4 3 2 1
Mean 3.78 3.11 2.22 0.89
SD 0.85 0.97 0.80 0.58
Note: Mean of the last three tasks
012345
Result(MMD − Player 3~5)
Election ID
DistributedResources
1 2 3 4 5 6 7 8 9 10
Sector1(Actual)
Sector2(Actual)
Sector3(Actual)
Sector4(Actual)
Sector1(Expected)
Sector2(Expected)
Sector3(Expected)
Sector4(Expected)
Observed result almost coincides with the expectation
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
Appendix Game Result
Result(SMD)
Sec.1 Sec.2 Sec.3 Sec.4
Expected 4 3 2 1
Mean 3.90 3.00 2.07 1.03
SD 1.09 1.05 0.74 0.49
Note: Mean of the last three tasks
1 2 3 4 5
012345
Result(SMD)
Election ID
DistributedResources
Sector1(Actual)
Sector2(Actual)
Sector3(Actual)
Sector4(Actual)
Sector1(Expected)
Sector2(Expected)
Sector3(Expected)
Sector4(Expected)
Observed result almost coincides with the expectation
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
Appendix Game information
Game information
Participants: 15
Date: Jan. 18 2016 / Time: 12:20–14:50
Provided Lunch & Gift cards
Table: Grades of the participants
Year 2 3 4 5 Total
N 5 7 1 2 15
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
Appendix Lecture information
Lecture information
“Political Culture” in Faculty of Law, Kobe University
Lectured about the three topics(Jan.20 2016).
M+1 rule, district magnitudes, and party factions.
# of Students: about 100
# of Respondents: 80
Year 2 3 4 5∼ Grad. Total
N 17 49 9 4 1 80
Table: Grades of the respondents
Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11

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How Electoral Systems Impact Political Outcomes

  • 1. Teaching How Electoral Systems Change Political Outcomes Using a Role-Playing Simulation Game Shinsuke Nishino Jaehyun Song* Keisuke Tani Yuki Yanai Graduate School of Law, Kobe University jaehyun.song@stu.kobe-u.ac.jp February 12, 2016
  • 2. Today’s Talk 1 Background Why does electoral system matter? Difficulty of teaching electoral systems How to overcome: Role-playing game 2 Role-playing game How to play Result 3 Educational effect How to measure How effective
  • 3. Background Why matters? Why matters? Elements of electoral systems Voting rule, district magnitude, counting rule, . . . Electoral systems affect Party systems Party organizations Voting behavior . . . ⇒ Important for learning political science Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 1 / 11
  • 4. Background Problems & Difficulties Problems & Difficulties 1 No experiences Stability of political system No experiences with various electoral systems 2 Connection with voting rules SMD & Single vote; MMD & Multiple vote What about MMD & Single vote? (Pure effect of MMD) 3 Only a few cases Upper-house in Japan, local elections in Japan and Korea NOT the most important elections. A role-playing simulation as an indirect experience. Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 2 / 11
  • 5. Role-playing Game Design Design Purpose Effect of district magnitudes (MMD vs. SMD) MMD → SMD: Pork-barrel politics declines A role-playing game to understand why and how Role-playing as candidates in elections Candidates allocate their own resources to each sector More allocation, more votes Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 3 / 11
  • 6. Role-playing Game Setting Setting Common Setting Population of each district: 100,000 Every voter belong to specific sectors Sec. 1 Sec. 2 Sec. 3 Sec. 4 Total Pop. 40,000 30,000 20,000 10,000 100,000 Each candidate has 10 unit of resources. Two situations MMD 5 candidates & 3 winners Candidates 1 and 2 belong to the same party SMD 3 candidates & 1 winner Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 4 / 11
  • 7. Role-playing Game Rule Rule How to calculate votes (Example) Cand. 1, 2, and 3 allocated 3, 0, and 4 units of the resources respectively to Sector 1 ⇒ s1 = (3, 0, 4) Calculating the costs of competitons(c) Subtracting c Normalizing the column vectors Multiplying the populations of the sectors Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 8. Role-playing Game Rule Rule How to calculate votes (Example): STEP 1 Cand. 1, 2, and 3 allocated 3, 0, and 4 units of the resources respectively to Sector 1 ⇒ s1 = (3, 0, 4) Table: Resource Allocation Sec.1 Sec.2 Sec.3 Sec.4 Cand.1 3 4 1 2 Cand.2 0 6 4 0 Cand.3 4 3 2 1 Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 9. Role-playing Game Rule Rule How to calculate votes (Example): STEP 2 Calculating the cost of competition (c = 0.1× # of competitors) Table: Calculating the costs Sec.1 Sec.2 Sec.3 Sec.4 Cand.1 3 4 1 2 Cand.2 0 6 4 0 Cand.3 4 3 2 1 c 0.2 0.3 0.3 0.2 Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 10. Role-playing Game Rule Rule How to calculate votes (Example): STEP 3 Subtracting c Table: Cost-adjusted Resource Allocation Sec.1 Sec.2 Sec.3 Sec.4 Cand.1 3 − 0.2 = 2.8 3.7 0.7 1.8 Cand.2 0 5.7 3.7 0 Cand.3 4 − 0.2 = 3.8 2.7 1.7 0.8 Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 11. Role-playing Game Rule Rule How to calculate votes (Example): STEP 4 Normalizing the column vectors Table: Normalized Resource Allocation Sec.1 Sec.2 Sec.3 Sec.4 Cand.1 2.8 2.8+3.8 = 0.424 0.306 0.115 0.692 Cand.2 0 0.471 0.607 0 Cand.3 3.8 2.8+3.8 = 0.576 0.223 0.279 0.308 Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 12. Role-playing Game Rule Rule How to calculate votes (Example): STEP 5 Multiplying the populations of sectors Table: Translating Resources to Votes Sec.1 Sec.2 Sec.3 Sec.4 Cand.1 0.424 × 40000 = 16970 9174 2295 6923 Cand.2 0 × 40000 = 0 14132 12131 0 Cand.3 0.576 × 40000 = 23030 6694 5574 3077 Cand.1 Cand.2 Cand.3 Votes 35361 26263 38375 W/L Lose Lose Win Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 13. Role-playing Game Rule Rule How to calculate votes (Example): Summary Cand. 1, 2, and 3 allocated 3, 0, and 4 unit of the resources respectively to Sector 1. ⇒ s1 = (3, 0, 4) 1.Calculating c Two candidates × 0.1 = 0.2 2.Subtracting (2.8, 0, 3.8) 3.Normalizing 2.8 2.8+3.8 , 0, 3.8 2.8+3.8 = (0.424, 0, 0.576) 4.Multiplying 40,000 (16970 Cand.1 , 0 Cand.2 , 23030 Cand.3 ) Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 5 / 11
  • 14. Role-playing Game Practice Procedure 1 Guidance on how to play 2 Thinking strategies (3 mins.) No communication except players 1 and 2 in MMD 3 Submit distribution sheets to masters 4 Notice the results The votes are calculated using R and the results are uploaded on a webpage 5 Repeat ten times Table Table Table C1 C5 C3 M C2 C4 Figure: Table setting(MMD) C: Candidate, M: Master Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
  • 15. Role-playing Game Practice Procedure 1 Guidance on how to play 2 Thinking strategies (3 mins.) No communication except players 1 and 2 in MMD 3 Submit distribution sheets to masters 4 Notice the results The votes are calculated using R and the results are uploaded on a webpage 5 Repeat ten times Figure: Playing game Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
  • 16. Role-playing Game Practice Procedure 1 Guidance on how to play 2 Thinking strategies (3 mins.) No communication except players 1 and 2 in MMD 3 Submit distribution sheets to masters 4 Notice the results The votes are calculated using R and the results are uploaded on a webpage 5 Repeat ten times Table: A distribution sheet Candidate ID: Sector Population Resource Sector1 40,000 Sector2 30,000 Sector3 20,000 Sector4 10,000 Total 100,000 10 Magnitude is 3. If tied, winner is randomly decided Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
  • 17. Role-playing Game Practice Procedure 1 Guidance on how to play 2 Thinking strategies (3 mins.) No communication except players 1 and 2 in MMD 3 Submit distribution sheets to masters 4 Notice the results The votes are calculated using R and the results are uploaded on a webpage 5 Repeat ten times Figure: Calculating votes Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
  • 18. Role-playing Game Practice Procedure 1 Guidance on how to play 2 Thinking strategies (3 mins.) No communication except players 1 and 2 in MMD 3 Submit distribution sheets to masters 4 Notice the results The votes are calculated using R and the results are uploaded on a webpage 5 Repeat ten times Figure: Result page Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 6 / 11
  • 19. Role-playing Game Result Result Expectation MMD(1,2): (8, 0, 0, 2) & (0, 6, 4, 0) ⇒ ENC = (1, 1, 1, 1) MMD(i≥3) = SMD: (4, 3, 2, 1) Table: MMD - Players 1 and 2 Sec.1 Sec.2 Sec.3 Sec.4 Expected 1 1 1 1 Mean 1.95 1.92 1.58 1.44 Note: Average ENC of the last three tasks Table: MMD(Player 3-5) & SMD Sec.1 Sec.2 Sec.3 Sec.4 Expected 4 3 2 1 M: Mean 3.78 3.11 2.22 0.89 M: SD 0.85 0.97 0.80 0.58 S: Mean 3.90 3.00 2.07 1.03 S: SD 1.09 1.05 0.74 0.49 Note: Average allocation of the last three tasks Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 7 / 11
  • 20. Evaluation Measurements What are measured? Post-game After the game, all participants responded to: 1 How actively the students participated 2 How much they enjoyed the game 3 How helpful they thought the game was Post-lecture In “Political Culture” class, the instructor lectured about: 1 M + 1 Rule 2 District magnitude and candidates’ preferences 3 Electoral system and party factions Asked how much they understood these 3 topics Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 8 / 11
  • 21. Evaluation Result Post-game Many students actively participated, and rated the game as fun and educationally helpful. Participation Enjoying Helpful N Mean 3.60 3.60 3.21 15 SD 0.51 0.51 0.80 Note: Higher means, more positive response.(1∼4) Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 9 / 11
  • 22. Evaluation Result Post-lecture Control Group Students who did NOT participate in the game (N = 61) Treatment Group Those who participated in the game (N = 13) Degree of understanding between the two groups PositiveResponses(%) 5060708090100 Control Treatment Control Treatment Control Treatment M + 1 Rule District magnitude Party faction 95% CI A difference between the both group is not statistically significant (small N) Smaller SD in the treatment group Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 10 / 11
  • 23. Conclusion Conclusion Conclusion Many students actively participated in our role-playing game, enjoyed it, and felt it useful. Statistically significant educational effect was not found, but we could do better How to improve Larger N Reducing social desirability bias Elaborating the game design Separating each sector by Party-Identification Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
  • 24. Appendix Game Result Result(MMD; Candidates 1 and 2) Sec.1 Sec.2 Sec.3 Sec.4 District 1 1.98 1.96 1.60 1.33 District 2 1.96 1.97 1.87 1.67 District 3 1.91 1.84 1.27 1.33 Mean 1.95 1.92 1.58 1.44 Expected 1 1 1 1 Note: Average ENC of the last three tasks 0.00.51.01.52.0 Result(MMD − Player 1~2) Election ID ENC 1 2 3 4 5 6 7 8 9 10 Sector1(Actual) Sector2(Actual) Sector3(Actual) Sector4(Actual) Expectation Observed result deviated from the expectation. Small # of trials? ⇒ A few chances for “trial and error” ⇒ Avoiding risks. Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
  • 25. Appendix Game Result Result(MMD; Candidates 3, 4, and 5) Sec.1 Sec.2 Sec.3 Sec.4 Expected 4 3 2 1 Mean 3.78 3.11 2.22 0.89 SD 0.85 0.97 0.80 0.58 Note: Mean of the last three tasks 012345 Result(MMD − Player 3~5) Election ID DistributedResources 1 2 3 4 5 6 7 8 9 10 Sector1(Actual) Sector2(Actual) Sector3(Actual) Sector4(Actual) Sector1(Expected) Sector2(Expected) Sector3(Expected) Sector4(Expected) Observed result almost coincides with the expectation Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
  • 26. Appendix Game Result Result(SMD) Sec.1 Sec.2 Sec.3 Sec.4 Expected 4 3 2 1 Mean 3.90 3.00 2.07 1.03 SD 1.09 1.05 0.74 0.49 Note: Mean of the last three tasks 1 2 3 4 5 012345 Result(SMD) Election ID DistributedResources Sector1(Actual) Sector2(Actual) Sector3(Actual) Sector4(Actual) Sector1(Expected) Sector2(Expected) Sector3(Expected) Sector4(Expected) Observed result almost coincides with the expectation Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
  • 27. Appendix Game information Game information Participants: 15 Date: Jan. 18 2016 / Time: 12:20–14:50 Provided Lunch & Gift cards Table: Grades of the participants Year 2 3 4 5 Total N 5 7 1 2 15 Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11
  • 28. Appendix Lecture information Lecture information “Political Culture” in Faculty of Law, Kobe University Lectured about the three topics(Jan.20 2016). M+1 rule, district magnitudes, and party factions. # of Students: about 100 # of Respondents: 80 Year 2 3 4 5∼ Grad. Total N 17 49 9 4 1 80 Table: Grades of the respondents Nishino, Song, Tani, Yanai (Kobe) Election Game February 12, 2016 11 / 11