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Collaborative problem solving
Key findings
Andreas Schleicher
Director for Education and Skills
Collaborative problem-solving skills vary across countries,
and are not an automatic by product of disciplinary knowledge
Individual skills explain less than two-thirds of the variation in student
performance on the PISA collaborative problem-solving scale; and only three
quarters of the performance differences among countries on this measure are
explained by the relative standing of countries on the 2012 PISA assessment of
individual problem-solving skills.
Singapore
Japan
Hong Kong
(China)Korea
EstoniaCanada FinlandMacao (China)
New Zealand Australia
Chinese Taipei Germany
United StatesDenmark United Kingdom
Netherlands
Sweden Austria
Norway Slovenia Belgium
Czech RepublicIceland PortugalB-S-J-G (China) Spain
France Luxembourg
Latvia
Italy
CroatiaRussia Hungary
Israel Lithuania
Slovak Republic
GreeceChile
Bulgaria
Uruguay Costa Rica
Thailand United Arab
Emirates
Mexico
Colombia
Turkey
Peru
MontenegroBrazil
Tunisia380
400
420
440
460
480
500
520
540
560
Mean score
Figure V.3.3
Mean performance on the PISA
collaborative problem-solving scale
PISA 2015 defines collaborative
problem-solving competency as
the capacity of an individual to
effectively engage in a process
whereby two or more agents
attempt to solve a problem by
sharing the understanding and
effort required to come to a
solution and pooling their
knowledge, skills and efforts to
reach that solution.
-25
-20
-15
-10
-5
0
5
10
15
20
25
Japan552
Australia531
UnitedStates520
NewZealand533
Korea538
Singapore561
Iceland499
HongKong(China)541
Denmark520
Germany525
Austria509
UnitedKingdom519
Macao(China)534
Canada535
Sweden510
Estonia535
Netherlands518
Finland534
ChineseTaipei527
CostaRica441
OECDaverage500
CzechRepublic499
Luxembourg491
Thailand436
Peru418
Mexico433
Spain496
Chile457
Belgium501
Colombia429
Norway502
Portugal498
Uruguay443
France494
SlovakRepublic463
Brazil412
Latvia485
Bulgaria444
Hungary472
Slovenia502
Greece459
Israel469
Italy478
Croatia473
UnitedArabEmirates435
Lithuania467
B-S-J-G(China)496
Tunisia382
Montenegro416
Turkey422
Russia473
Score-pointdifference
Statistically significantly above the OECD average
Not statistically significantly different from the OECD average
Statistically significantly below the OECD average
Performance in collaborative problem solving
relative to performance in reading, mathematics and science
Figure V.3.9
All countries can make headway
The share of top performers is limited
Percentage of low-achieving students and top performers in
collaborative problem solving
Table V.3.1
0
10
20
30
40
50
60
70
80
90
100
Singapore
NewZealand
Canada
Australia
Finland
Japan
UnitedStates
HongKong(China)
Germany
Estonia
UnitedKingdom
Macao(China)
Korea
Netherlands
ChineseTaipei
Sweden
Austria
Denmark
OECDaverage
Belgium
Norway
Luxembourg
France
Iceland
B-S-J-G(China)
Slovenia
Israel
CzechRepublic
Portugal
Spain
Italy
Latvia
Russia
Hungary
SlovakRepublic
Lithuania
Croatia
Bulgaria
Greece
UnitedArabEmirates
Uruguay
Chile
Thailand
Brazil
Colombia
CostaRica
Peru
Mexico
Montenegro
Turkey
Tunisia
Students at Level 4
0
10
20
30
40
50
60
70
80
90
100
Students below Level 2
%
%
12% of German students can solve problem-solving tasks with fairly
high collaboration complexity, maintaining awareness of group
dynamics and taking initiative to overcome obstacles and resolve
disagreements and conflicts
Boys are lagging behind
When individual problem-solving skills were at the centre of
PISA in 2012, boys scored higher in most countries. In
contrast, on the 2015 assessment of collaborative problem-
solving girls outperformed boys in in every country
-50
-45
-40
-35
-30
-25
-20
-15
-10
-5
0
Finland
Sweden
Australia
NewZealand
Latvia
Canada
Macao(China)
UnitedArabEmirates
Slovenia
HongKong(China)
Thailand
UnitedKingdom
Korea
Bulgaria
Greece
Norway
SlovakRepublic
Germany
OECDaverage
France
Lithuania
ChineseTaipei
Netherlands
Iceland
Croatia
Estonia
Japan
Montenegro
CzechRepublic
UnitedStates
Hungary
Russia
Luxembourg
Belgium
Austria
Italy
Turkey
Spain
Israel
B-S-J-G(China)
Denmark
Singapore
Portugal
Brazil
Uruguay
Chile
Mexico
Tunisia
Colombia
CostaRica
Peru
Score-pointdifference
Gender differences in collaborative problem-solving performance (boys minus girls)
Figure V.4.3
Girls perform better in all
countries and economies
Attitudes towards collaboration
vary across countries too
If schools foster boys’ appreciation of others and their
interpersonal friendships and relationships, then they may also
see better outcomes among boys in collaborative problem-solving
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
Latvia
SlovakRepublic
CzechRepublic
Japan
Russia
Poland
Italy
Netherlands
Finland
Montenegro
Slovenia
Belgium
Croatia
Peru
France
UnitedKingdom
Macao(China)
Bulgaria
Hungary
Ireland
Estonia
Iceland
Turkey
NewZealand
OECDaverage
Luxembourg
Denmark
HongKong(China)
Norway
Greece
Colombia
Brazil
Sweden
Korea
Chile
B-S-J-G(China)
Australia
Germany
Switzerland
Lithuania
Canada
Austria
Tunisia
Qatar
Uruguay
Mexico
Thailand
UnitedStates
Israel
Spain
ChineseTaipei
DominicanRepublic
UnitedArabEmirates
Portugal
CostaRica
Singapore
Meanindex
Boys Girls
Index of valuing relationships, by gender
Table V.5.4aValuerelationshipsmore
Girls are more likely
to value relationships
-0.40
-0.30
-0.20
-0.10
0.00
0.10
0.20
0.30
0.40
0.50
0.60
Netherlands
Norway
Finland
Russia
Iceland
SlovakRepublic
Montenegro
Latvia
Sweden
Japan
Estonia
Israel
Belgium
Denmark
Bulgaria
Turkey
Poland
UnitedKingdom
Macao(China)
Hungary
CzechRepublic
Luxembourg
Slovenia
OECDaverage
Ireland
HongKong(China)
Italy
Australia
Canada
Peru
France
NewZealand
UnitedStates
Spain
Germany
Greece
Qatar
Austria
Korea
Brazil
Uruguay
Colombia
Switzerland
Chile
Croatia
Mexico
Singapore
Portugal
Lithuania
CostaRica
B-S-J-G(China)
ChineseTaipei
Thailand
Tunisia
UnitedArabEmirates
DominicanRepublic
Meanindex
Boys Girls
Index of valuing teamwork, by gender
Table V.5.4bValueteamworkmore
Boys are more likely to
value teamwork
Learning environments can shape
attitudes and outcomes in collaboration
PISA asked students about how often they engage in communication-
intensive activities such as explaining one’s ideas in science class;
spending time in the laboratory doing practical experiments; arguing
about science questions; and taking part in class debates about
investigations. The results show a clear relationship between these
activities and positive attitudes towards collaboration
0
1
2
3
I am a good
listener
I enjoy seeing
my classmates
be successful
I take into
account what
others are
interested in
I enjoy
considering
different
perspectives
I prefer working
as part of a
team to working
alone
I find that teams
make better
decisions than
individuals
I find that
teamwork raises
my own
efficiency
I enjoy co-
operating with
peers
Percentage-pointdifference
After accounting for gender and students' and schools' socio-economic profile
Before accounting for gender and students' and schools' socio-economic profile
Student interaction in science class
and attitudes towards collaboration
Figure V.6.9
Items comprising the index of valuing relationships Items comprising the index of valuing teamwork
Students who reported that more communication-intensive
activities take place in science class have more positive
attitudes towards collaboration
-5
0
5
10
15
20
25
30
35
40
45
Luxembourg
Greece
Singapore
UnitedStates
Norway
Macao(China)
Spain
Canada
NewZealand
Denmark
ChineseTaipei
HongKong(China)
CzechRepublic
Finland
Estonia
UnitedArabEmirates
Australia
Portugal
B-S-J-G(China)
Thailand
Sweden
OECDaverage
Slovenia
Peru
Iceland
Latvia
Chile
SlovakRepublic
Brazil
Montenegro
Austria
Colombia
Croatia
Japan
Bulgaria
Lithuania
UnitedKingdom
Uruguay
Russia
Belgium
Netherlands
Hungary
Mexico
Turkey
Germany
Tunisia
France
CostaRica
Korea
Score-pointdifference
At the school level At the student level
Students being threatened by other students and
performance in collaborative problem solving
Figure V.7.3
In most countries, students score higher
when they reported not being threatened
by other students
Change in score after accounting for students' and schools' socio-economic profile
Looking beyond school walls
Only a quarter of the performance variation in
collaborative problem-solving skills lies between schools,
much less than is the case in the school disciplines
0
5
10
15
20
25
30
35
40
45
50
Macao(China)
Iceland
Norway
Finland
Canada
HongKong(China)
Denmark
Spain
Estonia
Latvia
Australia
UnitedStates
NewZealand
UnitedKingdom
Korea
Sweden
Russia
Portugal
Montenegro
Japan
UnitedArabEmirates
CostaRica
OECDaverage
Singapore
Greece
Tunisia
ChineseTaipei
Lithuania
Brazil
Italy
Mexico
Thailand
Chile
Croatia
Germany
Uruguay
Austria
CzechRepublic
SlovakRepublic
Turkey
Israel
Colombia
Luxembourg
Netherlands
Slovenia
France
Belgium
B-S-J-G(China)
Peru
Bulgaria
Hungary
CPS Science Reading Mathematics
Percentage of variation in performance explained by socio-economic status
How well socio-economic status predicts performance in
four PISA subjects
Figure V.4.7
Looking beyond school walls
Technology
400
440
480
520
560
600
Mexico
Brazil-24
Colombia-16
Peru-33
CostaRica-19
Thailand-29
Uruguay-47
Chile-36
SlovakRepublic-35
Bulgaria-65
Lithuania-53
Croatia-38
Greece-68
Hungary-48
Israel-60
Russia-40
Italy-40
Spain
France-19
Belgium-12
Latvia-51
Iceland-25
Slovenia-28
Luxembourg-46
OECDaverage-29
B-S-J-G(China)-33
Portugal-50
Austria-30
Netherlands-24
CzechRepublic-46
ChineseTaipei
Australia14
UnitedKingdom-14
Macao(China)
Sweden-39
Denmark-21
Finland-29
Germany-22
Estonia-42
NewZealand-29
Korea-24
HongKong(China)-34
Japan14
Singapore-18
Mean
score
Top quarter Third quarter Second quarter Bottom quarter
Index of ICT use at school:
Using ICT and digital devices at school and
performance in collaborative problem solving
Figure V.3.12
Performance difference between top and bottom
quarters of the index of ICT use at school
Looking beyond school walls
Parents have a major role to play
-40
-30
-20
-10
0
10
20
30
Qatar
Austria
Hungary
Italy
Korea
B-S-J-G(China)
Greece
Macao(China)
Spain
Belgium
Turkey
Bulgaria
UnitedStates
Peru
Poland
Tunisia
Colombia
DominicanRepublic
Australia
Germany
CzechRepublic
Luxembourg
ChineseTaipei
Japan
Slovenia
Singapore
Chile
Croatia
OECDaverage
Lithuania
Portugal
Canada
Brazil
France
Estonia
Russia
Iceland
NewZealand
Ireland
Norway
Denmark
SlovakRepublic
UnitedArabEmirates
CostaRica
Israel
Sweden
UnitedKingdom
Montenegro
Uruguay
Switzerland
HongKong(China)
Thailand
Latvia
Mexico
Netherlands
Finland
Percentage-point
difference
Percentage of parents who discussed their child’s progress with a teacher on their own initiative
Percentage of parents who discussed their child’s progress on the initiative of one of their child’s teachers
Percentage of parents who discuss their child's progress with teachers,
by schools' socio-economic profile
Figure V.7.13
More parents discuss their child's
progress in disadvantaged schools
Difference between schools in the top and bottom quartiles of the PISA index of economic, social and cultural status
More parents discuss their child's progress
in advantaged schools
-20
-10
0
10
20
30
40
50
60
Norway
Iceland
Sweden
Luxembourg
Portugal
Japan
Australia
Latvia
Finland
Israel
Greece
UnitedStates
Estonia
Spain
Lithuania
Singapore
Bulgaria
Italy
Canada
OECDaverage
NewZealand
Croatia
Turkey
SlovakRepublic
CzechRepublic
Denmark
Netherlands
CostaRica
ChineseTaipei
Korea
Macao(China)
Germany
UnitedArabEmirates
Uruguay
Montenegro
Russia
UnitedKingdom
HongKong(China)
Thailand
Brazil
Austria
France
Belgium
Slovenia
Mexico
Hungary
Chile
Peru
Colombia
B-S-J-G(China)
Tunisia
Score-pointdifference
At the school level At the student level
Talking to parents after school and performance in
collaborative problem solving
Figure V.7.10
In most countries, students score higher
when they reported talking to their
parents after school
Change in score after accounting for students' and schools' socio-economic profile
22
22 Thank you
Find out more about our work at www.oecd.org
– All publications
– The complete micro-level database
Email: Andreas.Schleicher@OECD.org
Twitter: SchleicherEDU
and remember:

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PISA 2015 vol V: Collaborative problem solving - Germany

Editor's Notes

  1. Labels are performance in collaborative problem solving
  2. All differences are statistically significant
  3. All differences are statistically significant. The index of student interaction in science class is the sum of students' responses to questions about whether their science teachers use the following teaching practices in all lessons or in most lessons: students are given opportunities to explain their ideas; students spend time in the laboratory carrying out practical experiments; students are required to argue about science questions; there is a class debate about investigations. The index ranges from 0 to 4, with all responses weighted equally.
  4. At the school level, the change in collaborative problem-solving score is per 10 percentage-point increase in the number of schoolmates who reported the above.
  5. Note: UK includes only England, Northern Ireland and Wales
  6. Results based on school principals’ report.
  7. At the school level, the change in collaborative problem-solving score is per 10 percentage-point increase in the number of schoolmates who reported the above.