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PISA 2018 Results
Programme for International Student Assessment
21st-century Readers
Developing literacy skills in a digital world
Andreas
Schleicher
OECD average reading score
340
350
360
370
380
390
400
410
420
430
440
450
460
470
480
490
500
510
520
530
540
550
560
Reading in the digital world (PISA)
Student
performance
2009 2012 2015
2006 2018
2000 2003
47% of 15-year-olds in OECD countries are able
to distinguish facts from opinions in texts
Students and computers
The digital world has become the real world
0
10
20
30
40
50
60
Denmark
Sweden
Chile
New
Zealand
Uruguay
United
States
Costa
Rica
Bulgaria
Australia
Serbia
Latvia
Thailand
Iceland
Luxembourg
Estonia
United
Kingdom
Hungary
Poland
Lithuania
Brazil
Finland
Croatia
Russia
Belgium
Singapore
Italy
Slovak
Republic
OECD
average
Spain
Austria
Malta
France
Israel
Ireland
Greece
Brunei
Darussalam
Czech
Republic
Switzerland
Macao
(China)
Chinese
Taipei
Slovenia
Hong
Kong
(China)
Georgia
Dominican
Republic
Mexico
Turkey
Kazakhstan
Panama
Albania
Japan
Korea
Morocco
Hours Outside of school At school
Number of hours per week spent using the Internet Fig 1.1
Outside of school
At school
Digital and non-digital divides
Access to a computer linked to the Internet at home for doing schoolwork
0
10
20
30
40
50
60
70
80
90
100
Indonesia
Peru
Morocco
Philippines
Mexico
Viet
Nam
Panama
Dominican
Republic
Thailand
Colombia
Malaysia
Brazil
Turkey
Albania
Argentina
Costa
Rica
Jordan
Lebanon
Brunei
Darussalam
Baku
(Azerbaijan)
Japan
Saudi
Arabia
Kazakhstan
B-S-J-Z
(China)
Uruguay
Chile
Georgia
Qatar
Moldova
Kosovo
Romania
Chinese
Taipei
United
States
Greece
Ukraine
Bulgaria
Hong
Kong
(China)
United
Arab
Emirates
Hungary
Slovak
Republic
OECD
average
Ireland
Montenegro
Italy
Singapore
Israel
France
Germany
New
Zealand
Bosnia
and
Herzegovina
Korea
Belarus
Spain
Belgium
Australia
North
Macedonia
Estonia
Russia
Luxembourg
Macao
(China)
Malta
Austria
Netherlands
Portugal
Canada
Serbia
United
Kingdom
Czech
Republic
Croatia
Latvia
Lithuania
Sweden
Finland
Switzerland
Slovenia
Norway
Iceland
Poland
Denmark
%
Disadvantaged schools Advantaged schools
Fig 2.2
Percentage of students in advantaged and disadvantaged schools
Change between 2009 and 2018 in access to a computer that they can use
for schoolwork and a link to the Internet at home
0
10
20
30
40
50
60
70
80
90
100
Denmark
Norway
Slovenia
Poland
Iceland
Lithuania
Switzerland
Netherlands
Czech
Republic
Sweden
Finland
Austria
Latvia
Canada
Australia
Portugal
Russia
Serbia
Malta
Belgium
United
Kingdom
Israel
Slovak
Republic
Macao
(China)
Germany
New
Zealand
Luxembourg
Croatia
Hungary
Spain
France
Bulgaria
Korea
OECD
average-31
Italy
Singapore
Hong
Kong
(China)
Greece
Romania
Montenegro
Estonia
United
States
United
Arab
Emirates
Ireland
Moldova
Qatar
Chinese
Taipei
Georgia
Uruguay
Chile
Kazakhstan
Costa
Rica
Argentina
Albania
Turkey
Jordan
Japan
Brazil
Colombia
Panama
Mexico
Thailand
Malaysia
Peru
Indonesia
PISA 2018 PISA 2003
% x
Fig 2.1
Widening gaps in cultural capital: Books at home
Fig
0
50
100
150
200
250
300
2000 2009 2018
Number of books Advantaged students Disadvantaged students
Disadvantaged students
Advantaged students
Use of digital devices at school
Used by both the teacher
and students
Used only
by students
Used only by the teacher Not used
0 10 20 30 40 50 60 70 80 90 100 %
Frequency of use of digital device for teaching and learning in language class
Fig 6.10
Percentage of students who reported that during the last month a digital device has been used for learning
and teaching, OECD average
For test language lessons,
digital devices were:
Relationship between reading performance and the type of school activities
done on digital devices
Fig 6.13
-60
-50
-40
-30
-20
-10
0
10
20
Playing
simulations at
school
Posting my
work on the
school’s website
Doing
homework on a
school
computer
Downloading,
uploading or
browsing
material from
the school’s
website (e.g.
<intranet>)
Using learning
apps or learning
websites
Using school
computers for
group work and
communication
with other
students
Practicing and
drilling, such as
for foreign
language
learning or
mathematics
Using email at
school
<Chatting
online> at
school
Browsing the
Internet for
schoolwork
Score-point
difference
Before accounting for students' and schools' socio-economic profile
After accounting for students' and schools' socio-economic profile
Score-point difference in reading between students who reported using digital devices for the following activities at school
compared to those who reported that never did, OECD average
School activities done on digital devices are positively associated with reading performance
School activities done on digital devices are
negatively associated with reading performance
Reading performance and browsing the Internet for schoolwork
-60
-40
-20
0
20
40
60
80
Malta
Russia
Greece
Poland
Georgia
Morocco
Albania
Turkey
Kazakhstan
Brazil
Czech
Republic
Serbia
Hungary
Singapore
Hong
Kong
(China)
Bulgaria
Lithuania
Israel
Korea
Dominican
Republic
Luxembourg
Latvia
Brunei
Darussalam
Slovak
Republic
Belgium
Slovenia
Estonia
Italy
Japan
Ireland
Croatia
Switzerland
Panama
OECD
average
Thailand
Mexico
Chinese
Taipei
Chile
Spain²
France
Uruguay
United
Kingdom
Costa
Rica
Macao
(China)
United
States
New
Zealand
Finland
Australia
Sweden
Iceland
Denmark
Score-point
difference
Before accounting for students' and schools' socio-economic profile
After accounting for students' and schools' socio-economic profile
Students who reported using digital devices for browsing the Internet for schoolwork
scored higher on reading performance than those who reported that never did it
Fig 6.14
Distinguishing fact from opinion
Students' knowledge of reading strategies for assessing the credibility of sources
Tables B.5.11 and
B.5.12c.
In this task, students were asked what strategies would be more appropriate for responding to a spam email
-1.00
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
United
Kingdom
Japan
Germany
Netherlands
Denmark
Ireland
Finland
Singapore
Austria
Australia
New
Zealand
Greece
France
Sweden
Estonia
B-S-J-Z
(China)
Switzerland
Ukraine
Belgium
Latvia
Portugal
Canada
United
States
Spain
OECD
average
Czech
Republic
Slovenia
Norway
Poland
Italy
Lithuania
Argentina
Luxembourg
Russia
Moldova
Macao
(China)
Belarus
Romania
Hong
Kong
(China)
Viet
Nam
Saudi
Arabia
Croatia
Malta
Iceland
Israel
Slovak
Republic
Turkey
Jordan
Qatar
United
Arab
Emirates
Brunei
Darussalam
Costa
Rica
Uruguay
Hungary
Colombia
Korea
Serbia
Chinese
Taipei
Chile
Brazil
Panama
Mexico
Morocco
Peru
Malaysia
Montenegro
Bosnia
and
Herzegovina
Georgia
Bulgaria
Dominican
Republic
Kosovo
Albania
Kazakhstan
Philippines
Baku
(Azerbaijan)
Thailand
Indonesia
All students
Mean index
Tables B.5.11 and B.5.12c.
Students' knowledge of reading strategies for assessing the credibility of sources
Tables B.5.11 and
B.5.12c.
In this task, students were asked what strategies would be more appropriate for responding to a spam email
-1.00
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
United
Kingdom
Japan
Germany
Netherlands
Denmark
Ireland
Finland
Singapore
Austria
Australia
New
Zealand
Greece
France
Sweden
Estonia
B-S-J-Z
(China)
Switzerland
Ukraine
Belgium
Latvia
Portugal
Canada
United
States
Spain
OECD
average
Czech
Republic
Slovenia
Norway
Poland
Italy
Lithuania
Argentina
Luxembourg
Russia
Moldova
Macao
(China)
Belarus
Romania
Hong
Kong
(China)
Viet
Nam
Saudi
Arabia
Croatia
Malta
Iceland
Israel
Slovak
Republic
Turkey
Jordan
Qatar
United
Arab
Emirates
Brunei
Darussalam
Costa
Rica
Uruguay
Hungary
Colombia
Korea
Serbia
Chinese
Taipei
Chile
Brazil
Panama
Mexico
Morocco
Peru
Malaysia
Montenegro
Bosnia
and
Herzegovina
Georgia
Bulgaria
Dominican
Republic
Kosovo
Albania
Kazakhstan
Philippines
Baku
(Azerbaijan)
Thailand
Indonesia
All students Socio-economically disadvantaged students¹ Socio-economically advantaged students
Mean index
Tables B.5.11 and B.5.12c.
Relationship between the reading item of distinguishing facts from opinions and the
index of knowledge of reading strategies for assessing the credibility of sources
Fig 5.7
Correlations between access to learning digital skills in school and the
reading item of distinguishing facts from opinions in OECD countries
R² = 0.11
R² = 0.10
R² = 0.14
R² = 0.46
0
10
20
30
40
50
60
70
80
90
100
30 40 50 60 70 80 90 100
How to decide whether to trust information from the Internet
How to compare different web pages and decide what information is more relevant for your schoolwork
To understand the consequences of making information publicly available online on <Facebook©>, <Instagram©>, etc
How to detect whether the information is subjective or biased
Fig 2.6
Percentage
correct
in
the
item
of
distinguishing
facts
from
opinions
(Equated
P+,
Rapa
Nui
Question
3)
Percentage of students who reported that during their entire school experience they were taught the following:
System-level analysis (OECD countries)
Navigating information
0
10
20
30
40
50
60
70
80
90
100
Hong
Kong
(China)
34
Singapore
38
Japan
34
B-S-J-Z
(China)
39
Korea
39
Russia
22
United
Kingdom
22
Chinese
Taipei
46
United
States
30
Israel
17
Canada
26
Finland
20
Australia
26
Ireland
20
Macao
(China)
39
Netherlands
22
Malta
18
Croatia
19
Malaysia
27
New
Zealand
30
Latvia
18
Estonia
24
Austria
22
Slovenia
20
Belarus
27
Germany
22
Poland
29
Brunei
Darussalam
26
Lithuania
22
UAE
25
Czech
Republic
27
OECD
average
24
France
28
Belgium
27
Denmark
16
Albania
11
Overall
average
22
Hungary
25
Norway
16
Switzerland
23
Portugal
26
Italy
25
Qatar
23
Philippines
19
Costa
Rica
21
Sweden
18
Bulgaria
14
Slovak
Republic
19
Turkey
36
Luxembourg
28
Thailand
24
Iceland
31
Brazil
15
Chile
25
Greece
18
Indonesia
14
Serbia
18
Mexico
15
Spain¹
23
Kazakhstan
20
Georgia
15
Panama
17
BiH
12
Montenegro
14
Uruguay
8
Dominican
Republic
9
Colombia
22
Peru
18
Baku
(Azerbaijan)
15
Kosovo
7
Morocco
6
Strictly focused navigation Actively explorative navigation Limited navigation No navigation
%
Task-oriented navigation activities
Fig 3.7
Percentage
of
students
who
self
activated
the
multiple-source
by
clicking
hyperlink
Highly effective navigation
Actively explorative navigation Limited navigation
No navigation
Distribution of navigation behaviours, by reading proficiency levels
2%
8% 10%
16%
23%
31%
37%
42%
6%
11%
15%
21%
25%
28%
30%
31%
7%
23%
27%
30%
29%
26%
23%
19%
17%
93%
69%
54%
44%
34%
25%
18%
13% 10%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Below
Level 1c
Level 1c Level 1b Level 1a Level 2 Level 3 Level 4 Level 5 Level 6
Actively Explorative Navigation Strictly Focused Navigation Limited Navigation No Navigation
Overall average Fig. 3.13
Fig 4.5a
0
10
20
30
40
50
60
70
80
90
100
Japan
Hungary
Czech
Republic
Uruguay
Slovenia
Portugal
Belgium
Latvia
Croatia
Norway
Slovak
Republic
Austria
France
Italy
Luxembourg
Iceland
Germany
Turkey
Argentina
Chile
Canada
United
Kingdom
Netherlands
Israel
Lithuania
Colombia
OECD
average
Costa
Rica
Denmark
Poland
Singapore
Malta
Finland
Montenegro
Estonia
Spain
Qatar
United
Arab
Emirates
Sweden
Panama
Hong
Kong
(China)
Brazil
Romania
Bulgaria
Macao
(China)
Switzerland
Greece
Peru
Serbia
Malaysia
Chinese
Taipei
Mexico
Ireland
United
States
Korea
New
Zealand
Moldova
Australia
Georgia
Thailand
Russia
Albania
Jordan
Indonesia
Kazakhstan
%
2009 2018
Reading e-mails
What students read: emails
What students read: online discussion groups or forums
0
10
20
30
40
50
60
70
80
90
100
Hong
Kong
(China)
Estonia
Slovenia
Lithuania
Finland
Czech
Republic
Latvia
Qatar
Bulgaria
Slovak
Republic
Belgium
Macao
(China)
Italy
Germany
Croatia
Austria
Switzerland
Greece
Israel
Netherlands
France
Norway
Denmark
Chinese
Taipei
Luxembourg
Portugal
OECD
average
Costa
Rica
Japan
Sweden
Korea
Montenegro
Colombia
Peru
Spain
Argentina
Uruguay
Chile
Georgia
Iceland
Romania
Serbia
United
Arab
Emirates
Panama
Turkey
United
Kingdom
Malta
Canada
Singapore
Brazil
Russia
Poland
Ireland
Mexico
United
States
Australia
Jordan
Moldova
Albania
New
Zealand
Hungary
Kazakhstan
Malaysia
Indonesia
Thailand
%
2009 2018
Taking part in online discussion groups or forums
What students read: chatting online
0
10
20
30
40
50
60
70
80
90
100
Lithuania
Bulgaria
Estonia
Hungary
Sweden
Norway
Macao
(China)
Slovenia
Slovak
Republic
Iceland
Canada
Portugal
Czech
Republic
Denmark
United
Arab
Emirates
Netherlands
Malta
France
United
Kingdom
Qatar
Australia
Hong
Kong
(China)
Luxembourg
Finland
United
States
Belgium
Poland
Germany
Austria
OECD
average
Latvia
Switzerland
Russia
Spain
Romania
Chinese
Taipei
Georgia
Singapore
Montenegro
Turkey
Italy
Uruguay
Croatia
Chile
Colombia
Peru
Brazil
Moldova
Argentina
Greece
Israel
Panama
New
Zealand
Korea
Ireland
Albania
Mexico
Serbia
Costa
Rica
Jordan
Thailand
Kazakhstan
Malaysia
Indonesia
Japan
%
2009 2018
Chatting online
What students read: online news
0
10
20
30
40
50
60
70
80
90
100
Slovenia
Montenegro
Israel
Slovak
Republic
Korea
Estonia
Hong
Kong
(China)
Iceland
Lithuania
Qatar
Macao
(China)
Czech
Republic
Germany
Austria
Bulgaria
Norway
Poland
Croatia
Sweden
Portugal
Latvia
Turkey
United
Arab
Emirates
Netherlands
United
States
OECD
average
Malta
Luxembourg
United
Kingdom
Singapore
Canada
Australia
Serbia
Chinese
Taipei
Moldova
Hungary
Switzerland
Italy
Denmark
Uruguay
Georgia
Brazil
Romania
New
Zealand
Chile
France
Finland
Argentina
Colombia
Greece
Belgium
Spain
Panama
Costa
Rica
Japan
Peru
Jordan
Mexico
Malaysia
Russia
Albania
Ireland
Indonesia
Thailand
Kazakhstan
%
2009 2018
Reading online news
What students read: searching for information
0
10
20
30
40
50
60
70
80
90
100
Qatar
Norway
Czech
Republic
Portugal
Spain
Slovenia
United
Arab
Emirates
Israel
Uruguay
Lithuania
Montenegro
Hungary
Colombia
Bulgaria
Denmark
Turkey
Malta
Slovak
Republic
Chinese
Taipei
Austria
Canada
Croatia
Poland
Iceland
Peru
Korea
Chile
Australia
Estonia
OECD
average
Macao
(China)
Germany
Hong
Kong
(China)
United
Kingdom
Costa
Rica
Luxembourg
Greece
Latvia
Mexico
Sweden
Romania
Switzerland
New
Zealand
Argentina
United
States
Singapore
Italy
France
Netherlands
Georgia
Belgium
Panama
Jordan
Finland
Moldova
Brazil
Serbia
Albania
Thailand
Malaysia
Ireland
Japan
Russia
Indonesia
Kazakhstan
%
2009 2018
Searching for information online on a particular topic
0
10
20
30
40
50
60
70
80
90
100
Qatar
Latvia
Hong
Kong
(China)
Bulgaria
Czech
Republic
Israel
Sweden
Malta
Iceland
Chinese
Taipei
Estonia
Romania
Portugal
Costa
Rica
Slovak
Republic
Greece
United
Arab
Emirates
Canada
Lithuania
Serbia
Korea
Argentina
Montenegro
United
Kingdom
Germany
Netherlands
Chile
Peru
Colombia
Norway
Macao
(China)
Switzerland
Poland
Austria
OECD
average
Hungary
France
United
States
Turkey
Singapore
Australia
Georgia
Spain
Croatia
Luxembourg
Jordan
Ireland
Brazil
Finland
Denmark
Albania
Belgium
New
Zealand
Uruguay
Moldova
Panama
Italy
Slovenia
Mexico
Japan
Malaysia
Russia
Thailand
Indonesia
Kazakhstan
%
2009 2018
Searching for practical information on line
What students read: searching for information
Enjoyment of reading
Change in enjoyment of reading
-0.80
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
0.80
Germany
Norway
Finland
Denmark
Switzerland
Thailand
Netherlands
Belgium
New
Zealand
Sweden
Lithuania
Iceland
Croatia
Austria
France
Portugal
Canada
Australia
Hungary
United
Kingdom
Singapore
Luxembourg
Montenegro
OECD
average
Serbia
Chinese
Taipei
Hong
Kong
(China)
United
States
Slovenia
Kazakhstan
Romania
Ireland
Moldova
Albania
Italy
Estonia
Malaysia
Israel
Turkey
Greece
Latvia
Qatar
Indonesia
Malta
Czech
Republic
Brazil
Japan
Spain
Korea
Chile
Peru
United
Arab
Emirates
Georgia
Panama
Poland
Argentina
Macao
(China)
Mexico
Slovak
Republic
Colombia
Bulgaria
Russia
Costa
Rica
Uruguay
Mean index
2009 2018
Fig 4.2
Reading enjoyment decreased Reading enjoyment increased
Enjoyment of reading and reading performance
Fig 4.1
0
5
10
15
20
25
30
35
Chinese
Taipei
Ireland
Macao
(China)
Malta
New
Zealand
Finland
Australia
Canada
Poland
Georgia
Iceland
United
Arab
Emirates
Philippines
Russia
Singapore
Japan
Qatar
Korea
Hong
Kong
(China)
Estonia
Brunei
Darussalam
Greece
United
Kingdom
United
States
Latvia
Uruguay
Ukraine
Malaysia
France
Colombia
Belarus
Portugal
Netherlands
Spain²
Brazil
OECD
average
Mexico
B-S-J-Z
(China)
Switzerland
Argentina
Norway
Slovak
Republic
Denmark
Luxembourg
Chile
Baku
(Azerbaijan)
Hungary
Sweden
Belgium
Germany
Austria
Peru
Thailand
Moldova
Bulgaria
Saudi
Arabia
Kosovo
Czech
Republic
Montenegro
Albania
Turkey
Panama
Indonesia
Dominican
Republic
Bosnia
and
Herzegovina
Serbia
Italy
Romania
Slovenia
Costa
Rica
Croatia
Israel
Lithuania
Kazakhstan
Score-point difference
Students with a higher index of reading for enjoyment
scored higher in reading performance
Change in reading performance associated with a one-unit increase in the index of enjoyment
of reading, after accounting for students' and schools' socio-economic profile and gender
Relationship between students' and parents' enjoyment of reading,
and students' characteristics
Fig 4.8
-0.05
0.00
0.05
0.10
0.15
Hong
Kong
(China)
Korea
Macao
(China)
Belgium
Chile
Brazil
Georgia
Overall
average
Ireland
Germany
Mexico
Italy
Croatia
Luxembourg
Portugal
Panama
Malta
Dominican
Republic
Index of parents' enjoyment of reading Interaction between gender and parents' enjoyment of reading
Change
in
the
index
of
students'
enjoyment
of
reading
Change in the index of students' enjoyment of reading associated with one-unit increase of the following variables,
based on students' and parents' reports
Reading for enjoyment and format
Enjoyment of reading and reading format
Fig 4.9
0.00
0.20
0.40
0.60
0.80
1.00
1.20
1.40
1.60
1.80
I read books more often on
digital devices
(e.g. ereader, tablet, smartphone, computer)
I read books more often in
paper format
I read books equally often in
paper format and on digital devices
Difference
in
the
index
of
enjoyment
of
reading
Before accounting for students' and schools' socio-economic profile, and gender
After accounting for students' and schools' socio-economic profile, and gender
Difference in enjoyment of reading between students who read books in the following way and those who
"rarely or never read books", OECD average
Students who reported reading more often in paper or equally often in paper format and on digital devices reported
more enjoyment than those who reported that they rarely or never read books
Correlations between reading performance and the format of reading books
Fig 4.13
System-level analysis (All)
R² = 0.15
R² = 0.21
370
390
410
430
450
470
490
510
530
550
0 5 10 15 20 25 30 35 40 45 50
Reading
performance
Percentage of students who reported that the following statements best describes how they read books
Read books more often in
paper format
Read books more often
on digital devices
Reading at school
-5
0
5
10
15
20
Fiction
(e.g., novels, short stories)
Texts that include
tables or graphs
Texts that include
diagrams or maps
Digital texts including links
Score-point
difference
Before accounting for students' and schools' socio-economic profile¹
After accounting for students' and schools' socio-economic profile
Reading performance, by the type of text read for school
Fig 6.3
Score-point difference between "two or more times" and "once or none" during the previous month, OECD average
Reading fiction texts such as novels or,
texts that include tables, graphs or diagrams,
are associated with students’ reading skills
Reading fiction for school and reading fiction for pleasure
Fig 6.4
Percentage of students who reported reading fiction books, more than once a month
Students who read fiction books for school tend to read
fiction books for pleasure
After accounting for GDP and reading performance:
R = 0.49 - All countries and economies
R = 0.42 - OECD countries
Predictors of reading performance
Fig 5.13
0 5 10 15 20 25
Perceived difficulty in reading
Knowledge of reading strategies for
understanding and remembering
Perceived competence in reading
Reading self-efficacy
Knowledge of reading strategies for
writing a summary
Knowledge of reading strategies for
assessing the credibility of sources
Score-point difference in reading
Reading
Change in reading performance associated with a one-unit increase in the following indices
after accounting for students' and schools' socio-economic profile, gender, and the effect of the rest of the indices,
OECD average
Reading long text
100
80
60
40
20
0
20
40
60
80
100
Finland
Denmark
Canada
United
Kingdom
Chile
Australia
Belarus
Poland
Slovenia
France
Croatia
New
Zealand
Belgium
Netherlands
Lithuania
United
States
Estonia
Spain
Switzerland
Russia
Serbia
Luxembourg
Romania
Bosnia
and
Herzegovina
Ukraine
Turkey
OECD
average
Austria
Germany
Montenegro
Iceland
Ireland
Sweden
Hong
Kong
(China)
Georgia
Czech
Republic
Norway
Italy
Argentina
Colombia
Hungary
Chinese
Taipei
Costa
Rica
Latvia
Albania
Slovak
Republic
Moldova
Israel
Peru
B-S-J-Z
(China)
Malta
Kazakhstan
Portugal
Baku
(Azerbaijan)
United
Arab
Emirates
Malaysia
Indonesia
Philippines
Singapore
Qatar
Bulgaria
Mexico
Panama
Macao
(China)
Dominican
Republic
Uruguay
Brazil
Korea
Brunei
Darussalam
Kosovo
Greece
Thailand
Jordan
Morocco
Japan
Saudi
Arabia
Viet
Nam
%
Length of the longest piece of text that students had to read for school
Fig 6.5
Between 11 and 100 pages
10 pages or less
More than 100 pages
Reading performance, by the length of text read for school
Fig 6.6
350
400
450
500
550
10 pages or less Between 11 and 100 pages 101 pages or more
PISA reading
score
OECD average
Reading longer pieces of text for school is
associated with students’ reading skills
Career expectations
Reading habits, by students' career expectation
Fig 4.11
0
10
20
30
40
50
60
Reading is one of
my favourite hobbies
I like talking about books
with other people
For me,
reading is a waste of time
I read only to
get information that I need
%
Health professional Science and engineering professional
Science-related technician¹ ICT professional
Students expect to work as:
Percentage of students who expect to work in the following careers, and
who agreed or strongly agreed on the following reading behaviours, OECD average
Find out more about our work at
www.oecd.org/education
Email: Andreas.Schleicher@OECD.org
Twitter: @SchleicherOECD
Wechat: AndreasSchleicher
and remember:
Without data, you are just another person with an opinion
Thank you

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Developing literacy skills in a digital world: New findings from PISA

  • 1. PISA 2018 Results Programme for International Student Assessment 21st-century Readers Developing literacy skills in a digital world Andreas Schleicher
  • 2. OECD average reading score 340 350 360 370 380 390 400 410 420 430 440 450 460 470 480 490 500 510 520 530 540 550 560 Reading in the digital world (PISA) Student performance 2009 2012 2015 2006 2018 2000 2003 47% of 15-year-olds in OECD countries are able to distinguish facts from opinions in texts
  • 4. The digital world has become the real world 0 10 20 30 40 50 60 Denmark Sweden Chile New Zealand Uruguay United States Costa Rica Bulgaria Australia Serbia Latvia Thailand Iceland Luxembourg Estonia United Kingdom Hungary Poland Lithuania Brazil Finland Croatia Russia Belgium Singapore Italy Slovak Republic OECD average Spain Austria Malta France Israel Ireland Greece Brunei Darussalam Czech Republic Switzerland Macao (China) Chinese Taipei Slovenia Hong Kong (China) Georgia Dominican Republic Mexico Turkey Kazakhstan Panama Albania Japan Korea Morocco Hours Outside of school At school Number of hours per week spent using the Internet Fig 1.1 Outside of school At school
  • 6. Access to a computer linked to the Internet at home for doing schoolwork 0 10 20 30 40 50 60 70 80 90 100 Indonesia Peru Morocco Philippines Mexico Viet Nam Panama Dominican Republic Thailand Colombia Malaysia Brazil Turkey Albania Argentina Costa Rica Jordan Lebanon Brunei Darussalam Baku (Azerbaijan) Japan Saudi Arabia Kazakhstan B-S-J-Z (China) Uruguay Chile Georgia Qatar Moldova Kosovo Romania Chinese Taipei United States Greece Ukraine Bulgaria Hong Kong (China) United Arab Emirates Hungary Slovak Republic OECD average Ireland Montenegro Italy Singapore Israel France Germany New Zealand Bosnia and Herzegovina Korea Belarus Spain Belgium Australia North Macedonia Estonia Russia Luxembourg Macao (China) Malta Austria Netherlands Portugal Canada Serbia United Kingdom Czech Republic Croatia Latvia Lithuania Sweden Finland Switzerland Slovenia Norway Iceland Poland Denmark % Disadvantaged schools Advantaged schools Fig 2.2 Percentage of students in advantaged and disadvantaged schools
  • 7. Change between 2009 and 2018 in access to a computer that they can use for schoolwork and a link to the Internet at home 0 10 20 30 40 50 60 70 80 90 100 Denmark Norway Slovenia Poland Iceland Lithuania Switzerland Netherlands Czech Republic Sweden Finland Austria Latvia Canada Australia Portugal Russia Serbia Malta Belgium United Kingdom Israel Slovak Republic Macao (China) Germany New Zealand Luxembourg Croatia Hungary Spain France Bulgaria Korea OECD average-31 Italy Singapore Hong Kong (China) Greece Romania Montenegro Estonia United States United Arab Emirates Ireland Moldova Qatar Chinese Taipei Georgia Uruguay Chile Kazakhstan Costa Rica Argentina Albania Turkey Jordan Japan Brazil Colombia Panama Mexico Thailand Malaysia Peru Indonesia PISA 2018 PISA 2003 % x Fig 2.1
  • 8. Widening gaps in cultural capital: Books at home Fig 0 50 100 150 200 250 300 2000 2009 2018 Number of books Advantaged students Disadvantaged students Disadvantaged students Advantaged students
  • 9. Use of digital devices at school
  • 10. Used by both the teacher and students Used only by students Used only by the teacher Not used 0 10 20 30 40 50 60 70 80 90 100 % Frequency of use of digital device for teaching and learning in language class Fig 6.10 Percentage of students who reported that during the last month a digital device has been used for learning and teaching, OECD average For test language lessons, digital devices were:
  • 11. Relationship between reading performance and the type of school activities done on digital devices Fig 6.13 -60 -50 -40 -30 -20 -10 0 10 20 Playing simulations at school Posting my work on the school’s website Doing homework on a school computer Downloading, uploading or browsing material from the school’s website (e.g. <intranet>) Using learning apps or learning websites Using school computers for group work and communication with other students Practicing and drilling, such as for foreign language learning or mathematics Using email at school <Chatting online> at school Browsing the Internet for schoolwork Score-point difference Before accounting for students' and schools' socio-economic profile After accounting for students' and schools' socio-economic profile Score-point difference in reading between students who reported using digital devices for the following activities at school compared to those who reported that never did, OECD average School activities done on digital devices are positively associated with reading performance School activities done on digital devices are negatively associated with reading performance
  • 12. Reading performance and browsing the Internet for schoolwork -60 -40 -20 0 20 40 60 80 Malta Russia Greece Poland Georgia Morocco Albania Turkey Kazakhstan Brazil Czech Republic Serbia Hungary Singapore Hong Kong (China) Bulgaria Lithuania Israel Korea Dominican Republic Luxembourg Latvia Brunei Darussalam Slovak Republic Belgium Slovenia Estonia Italy Japan Ireland Croatia Switzerland Panama OECD average Thailand Mexico Chinese Taipei Chile Spain² France Uruguay United Kingdom Costa Rica Macao (China) United States New Zealand Finland Australia Sweden Iceland Denmark Score-point difference Before accounting for students' and schools' socio-economic profile After accounting for students' and schools' socio-economic profile Students who reported using digital devices for browsing the Internet for schoolwork scored higher on reading performance than those who reported that never did it Fig 6.14
  • 14. Students' knowledge of reading strategies for assessing the credibility of sources Tables B.5.11 and B.5.12c. In this task, students were asked what strategies would be more appropriate for responding to a spam email -1.00 -0.80 -0.60 -0.40 -0.20 0.00 0.20 0.40 0.60 United Kingdom Japan Germany Netherlands Denmark Ireland Finland Singapore Austria Australia New Zealand Greece France Sweden Estonia B-S-J-Z (China) Switzerland Ukraine Belgium Latvia Portugal Canada United States Spain OECD average Czech Republic Slovenia Norway Poland Italy Lithuania Argentina Luxembourg Russia Moldova Macao (China) Belarus Romania Hong Kong (China) Viet Nam Saudi Arabia Croatia Malta Iceland Israel Slovak Republic Turkey Jordan Qatar United Arab Emirates Brunei Darussalam Costa Rica Uruguay Hungary Colombia Korea Serbia Chinese Taipei Chile Brazil Panama Mexico Morocco Peru Malaysia Montenegro Bosnia and Herzegovina Georgia Bulgaria Dominican Republic Kosovo Albania Kazakhstan Philippines Baku (Azerbaijan) Thailand Indonesia All students Mean index Tables B.5.11 and B.5.12c.
  • 15. Students' knowledge of reading strategies for assessing the credibility of sources Tables B.5.11 and B.5.12c. In this task, students were asked what strategies would be more appropriate for responding to a spam email -1.00 -0.80 -0.60 -0.40 -0.20 0.00 0.20 0.40 0.60 United Kingdom Japan Germany Netherlands Denmark Ireland Finland Singapore Austria Australia New Zealand Greece France Sweden Estonia B-S-J-Z (China) Switzerland Ukraine Belgium Latvia Portugal Canada United States Spain OECD average Czech Republic Slovenia Norway Poland Italy Lithuania Argentina Luxembourg Russia Moldova Macao (China) Belarus Romania Hong Kong (China) Viet Nam Saudi Arabia Croatia Malta Iceland Israel Slovak Republic Turkey Jordan Qatar United Arab Emirates Brunei Darussalam Costa Rica Uruguay Hungary Colombia Korea Serbia Chinese Taipei Chile Brazil Panama Mexico Morocco Peru Malaysia Montenegro Bosnia and Herzegovina Georgia Bulgaria Dominican Republic Kosovo Albania Kazakhstan Philippines Baku (Azerbaijan) Thailand Indonesia All students Socio-economically disadvantaged students¹ Socio-economically advantaged students Mean index Tables B.5.11 and B.5.12c.
  • 16. Relationship between the reading item of distinguishing facts from opinions and the index of knowledge of reading strategies for assessing the credibility of sources Fig 5.7
  • 17. Correlations between access to learning digital skills in school and the reading item of distinguishing facts from opinions in OECD countries R² = 0.11 R² = 0.10 R² = 0.14 R² = 0.46 0 10 20 30 40 50 60 70 80 90 100 30 40 50 60 70 80 90 100 How to decide whether to trust information from the Internet How to compare different web pages and decide what information is more relevant for your schoolwork To understand the consequences of making information publicly available online on <Facebook©>, <Instagram©>, etc How to detect whether the information is subjective or biased Fig 2.6 Percentage correct in the item of distinguishing facts from opinions (Equated P+, Rapa Nui Question 3) Percentage of students who reported that during their entire school experience they were taught the following: System-level analysis (OECD countries)
  • 19. 0 10 20 30 40 50 60 70 80 90 100 Hong Kong (China) 34 Singapore 38 Japan 34 B-S-J-Z (China) 39 Korea 39 Russia 22 United Kingdom 22 Chinese Taipei 46 United States 30 Israel 17 Canada 26 Finland 20 Australia 26 Ireland 20 Macao (China) 39 Netherlands 22 Malta 18 Croatia 19 Malaysia 27 New Zealand 30 Latvia 18 Estonia 24 Austria 22 Slovenia 20 Belarus 27 Germany 22 Poland 29 Brunei Darussalam 26 Lithuania 22 UAE 25 Czech Republic 27 OECD average 24 France 28 Belgium 27 Denmark 16 Albania 11 Overall average 22 Hungary 25 Norway 16 Switzerland 23 Portugal 26 Italy 25 Qatar 23 Philippines 19 Costa Rica 21 Sweden 18 Bulgaria 14 Slovak Republic 19 Turkey 36 Luxembourg 28 Thailand 24 Iceland 31 Brazil 15 Chile 25 Greece 18 Indonesia 14 Serbia 18 Mexico 15 Spain¹ 23 Kazakhstan 20 Georgia 15 Panama 17 BiH 12 Montenegro 14 Uruguay 8 Dominican Republic 9 Colombia 22 Peru 18 Baku (Azerbaijan) 15 Kosovo 7 Morocco 6 Strictly focused navigation Actively explorative navigation Limited navigation No navigation % Task-oriented navigation activities Fig 3.7 Percentage of students who self activated the multiple-source by clicking hyperlink Highly effective navigation Actively explorative navigation Limited navigation No navigation
  • 20. Distribution of navigation behaviours, by reading proficiency levels 2% 8% 10% 16% 23% 31% 37% 42% 6% 11% 15% 21% 25% 28% 30% 31% 7% 23% 27% 30% 29% 26% 23% 19% 17% 93% 69% 54% 44% 34% 25% 18% 13% 10% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Below Level 1c Level 1c Level 1b Level 1a Level 2 Level 3 Level 4 Level 5 Level 6 Actively Explorative Navigation Strictly Focused Navigation Limited Navigation No Navigation Overall average Fig. 3.13
  • 22. What students read: online discussion groups or forums 0 10 20 30 40 50 60 70 80 90 100 Hong Kong (China) Estonia Slovenia Lithuania Finland Czech Republic Latvia Qatar Bulgaria Slovak Republic Belgium Macao (China) Italy Germany Croatia Austria Switzerland Greece Israel Netherlands France Norway Denmark Chinese Taipei Luxembourg Portugal OECD average Costa Rica Japan Sweden Korea Montenegro Colombia Peru Spain Argentina Uruguay Chile Georgia Iceland Romania Serbia United Arab Emirates Panama Turkey United Kingdom Malta Canada Singapore Brazil Russia Poland Ireland Mexico United States Australia Jordan Moldova Albania New Zealand Hungary Kazakhstan Malaysia Indonesia Thailand % 2009 2018 Taking part in online discussion groups or forums
  • 23. What students read: chatting online 0 10 20 30 40 50 60 70 80 90 100 Lithuania Bulgaria Estonia Hungary Sweden Norway Macao (China) Slovenia Slovak Republic Iceland Canada Portugal Czech Republic Denmark United Arab Emirates Netherlands Malta France United Kingdom Qatar Australia Hong Kong (China) Luxembourg Finland United States Belgium Poland Germany Austria OECD average Latvia Switzerland Russia Spain Romania Chinese Taipei Georgia Singapore Montenegro Turkey Italy Uruguay Croatia Chile Colombia Peru Brazil Moldova Argentina Greece Israel Panama New Zealand Korea Ireland Albania Mexico Serbia Costa Rica Jordan Thailand Kazakhstan Malaysia Indonesia Japan % 2009 2018 Chatting online
  • 24. What students read: online news 0 10 20 30 40 50 60 70 80 90 100 Slovenia Montenegro Israel Slovak Republic Korea Estonia Hong Kong (China) Iceland Lithuania Qatar Macao (China) Czech Republic Germany Austria Bulgaria Norway Poland Croatia Sweden Portugal Latvia Turkey United Arab Emirates Netherlands United States OECD average Malta Luxembourg United Kingdom Singapore Canada Australia Serbia Chinese Taipei Moldova Hungary Switzerland Italy Denmark Uruguay Georgia Brazil Romania New Zealand Chile France Finland Argentina Colombia Greece Belgium Spain Panama Costa Rica Japan Peru Jordan Mexico Malaysia Russia Albania Ireland Indonesia Thailand Kazakhstan % 2009 2018 Reading online news
  • 25. What students read: searching for information 0 10 20 30 40 50 60 70 80 90 100 Qatar Norway Czech Republic Portugal Spain Slovenia United Arab Emirates Israel Uruguay Lithuania Montenegro Hungary Colombia Bulgaria Denmark Turkey Malta Slovak Republic Chinese Taipei Austria Canada Croatia Poland Iceland Peru Korea Chile Australia Estonia OECD average Macao (China) Germany Hong Kong (China) United Kingdom Costa Rica Luxembourg Greece Latvia Mexico Sweden Romania Switzerland New Zealand Argentina United States Singapore Italy France Netherlands Georgia Belgium Panama Jordan Finland Moldova Brazil Serbia Albania Thailand Malaysia Ireland Japan Russia Indonesia Kazakhstan % 2009 2018 Searching for information online on a particular topic
  • 28. Change in enjoyment of reading -0.80 -0.60 -0.40 -0.20 0.00 0.20 0.40 0.60 0.80 Germany Norway Finland Denmark Switzerland Thailand Netherlands Belgium New Zealand Sweden Lithuania Iceland Croatia Austria France Portugal Canada Australia Hungary United Kingdom Singapore Luxembourg Montenegro OECD average Serbia Chinese Taipei Hong Kong (China) United States Slovenia Kazakhstan Romania Ireland Moldova Albania Italy Estonia Malaysia Israel Turkey Greece Latvia Qatar Indonesia Malta Czech Republic Brazil Japan Spain Korea Chile Peru United Arab Emirates Georgia Panama Poland Argentina Macao (China) Mexico Slovak Republic Colombia Bulgaria Russia Costa Rica Uruguay Mean index 2009 2018 Fig 4.2 Reading enjoyment decreased Reading enjoyment increased
  • 29. Enjoyment of reading and reading performance Fig 4.1 0 5 10 15 20 25 30 35 Chinese Taipei Ireland Macao (China) Malta New Zealand Finland Australia Canada Poland Georgia Iceland United Arab Emirates Philippines Russia Singapore Japan Qatar Korea Hong Kong (China) Estonia Brunei Darussalam Greece United Kingdom United States Latvia Uruguay Ukraine Malaysia France Colombia Belarus Portugal Netherlands Spain² Brazil OECD average Mexico B-S-J-Z (China) Switzerland Argentina Norway Slovak Republic Denmark Luxembourg Chile Baku (Azerbaijan) Hungary Sweden Belgium Germany Austria Peru Thailand Moldova Bulgaria Saudi Arabia Kosovo Czech Republic Montenegro Albania Turkey Panama Indonesia Dominican Republic Bosnia and Herzegovina Serbia Italy Romania Slovenia Costa Rica Croatia Israel Lithuania Kazakhstan Score-point difference Students with a higher index of reading for enjoyment scored higher in reading performance Change in reading performance associated with a one-unit increase in the index of enjoyment of reading, after accounting for students' and schools' socio-economic profile and gender
  • 30. Relationship between students' and parents' enjoyment of reading, and students' characteristics Fig 4.8 -0.05 0.00 0.05 0.10 0.15 Hong Kong (China) Korea Macao (China) Belgium Chile Brazil Georgia Overall average Ireland Germany Mexico Italy Croatia Luxembourg Portugal Panama Malta Dominican Republic Index of parents' enjoyment of reading Interaction between gender and parents' enjoyment of reading Change in the index of students' enjoyment of reading Change in the index of students' enjoyment of reading associated with one-unit increase of the following variables, based on students' and parents' reports
  • 31. Reading for enjoyment and format
  • 32. Enjoyment of reading and reading format Fig 4.9 0.00 0.20 0.40 0.60 0.80 1.00 1.20 1.40 1.60 1.80 I read books more often on digital devices (e.g. ereader, tablet, smartphone, computer) I read books more often in paper format I read books equally often in paper format and on digital devices Difference in the index of enjoyment of reading Before accounting for students' and schools' socio-economic profile, and gender After accounting for students' and schools' socio-economic profile, and gender Difference in enjoyment of reading between students who read books in the following way and those who "rarely or never read books", OECD average Students who reported reading more often in paper or equally often in paper format and on digital devices reported more enjoyment than those who reported that they rarely or never read books
  • 33. Correlations between reading performance and the format of reading books Fig 4.13 System-level analysis (All) R² = 0.15 R² = 0.21 370 390 410 430 450 470 490 510 530 550 0 5 10 15 20 25 30 35 40 45 50 Reading performance Percentage of students who reported that the following statements best describes how they read books Read books more often in paper format Read books more often on digital devices
  • 35. -5 0 5 10 15 20 Fiction (e.g., novels, short stories) Texts that include tables or graphs Texts that include diagrams or maps Digital texts including links Score-point difference Before accounting for students' and schools' socio-economic profile¹ After accounting for students' and schools' socio-economic profile Reading performance, by the type of text read for school Fig 6.3 Score-point difference between "two or more times" and "once or none" during the previous month, OECD average Reading fiction texts such as novels or, texts that include tables, graphs or diagrams, are associated with students’ reading skills
  • 36. Reading fiction for school and reading fiction for pleasure Fig 6.4 Percentage of students who reported reading fiction books, more than once a month Students who read fiction books for school tend to read fiction books for pleasure After accounting for GDP and reading performance: R = 0.49 - All countries and economies R = 0.42 - OECD countries
  • 37. Predictors of reading performance Fig 5.13 0 5 10 15 20 25 Perceived difficulty in reading Knowledge of reading strategies for understanding and remembering Perceived competence in reading Reading self-efficacy Knowledge of reading strategies for writing a summary Knowledge of reading strategies for assessing the credibility of sources Score-point difference in reading Reading Change in reading performance associated with a one-unit increase in the following indices after accounting for students' and schools' socio-economic profile, gender, and the effect of the rest of the indices, OECD average
  • 39. 100 80 60 40 20 0 20 40 60 80 100 Finland Denmark Canada United Kingdom Chile Australia Belarus Poland Slovenia France Croatia New Zealand Belgium Netherlands Lithuania United States Estonia Spain Switzerland Russia Serbia Luxembourg Romania Bosnia and Herzegovina Ukraine Turkey OECD average Austria Germany Montenegro Iceland Ireland Sweden Hong Kong (China) Georgia Czech Republic Norway Italy Argentina Colombia Hungary Chinese Taipei Costa Rica Latvia Albania Slovak Republic Moldova Israel Peru B-S-J-Z (China) Malta Kazakhstan Portugal Baku (Azerbaijan) United Arab Emirates Malaysia Indonesia Philippines Singapore Qatar Bulgaria Mexico Panama Macao (China) Dominican Republic Uruguay Brazil Korea Brunei Darussalam Kosovo Greece Thailand Jordan Morocco Japan Saudi Arabia Viet Nam % Length of the longest piece of text that students had to read for school Fig 6.5 Between 11 and 100 pages 10 pages or less More than 100 pages
  • 40. Reading performance, by the length of text read for school Fig 6.6 350 400 450 500 550 10 pages or less Between 11 and 100 pages 101 pages or more PISA reading score OECD average Reading longer pieces of text for school is associated with students’ reading skills
  • 42. Reading habits, by students' career expectation Fig 4.11 0 10 20 30 40 50 60 Reading is one of my favourite hobbies I like talking about books with other people For me, reading is a waste of time I read only to get information that I need % Health professional Science and engineering professional Science-related technician¹ ICT professional Students expect to work as: Percentage of students who expect to work in the following careers, and who agreed or strongly agreed on the following reading behaviours, OECD average
  • 43. Find out more about our work at www.oecd.org/education Email: Andreas.Schleicher@OECD.org Twitter: @SchleicherOECD Wechat: AndreasSchleicher and remember: Without data, you are just another person with an opinion Thank you