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Science teachers’ satisfaction:
Evidence from the PISA 2015
teacher survey
Andreas Schleicher
Director for Education and Skills
The PISA 2015 teacher survey
 In 2015, over half a million students participated in the PISA assessment
• representing 28 million 15-year-olds in 72 countries/economies
 In 9 OECD countries and 10 partner countries and economies, teachers
filled out the teacher questionnaire
 Teachers were defined as those eligible to teach, have taught, are teaching,
or will be teaching the modal grade
 Teachers randomly sampled into two populations: science and non-science
teachers
• In total, 32 071 science teachers and 62 765 non-science teachers were surveyed
OECD
• Australia
• Chile
• Czech Republic
• Germany
• Italy
• Korea
• Portugal
• Spain
• United States
Country participation
Partners
• Brazil
• B-S-J-G (China)
• Colombia
• Dominican Republic
• Hong Kong (China)
• Macao (China)
• Peru
• Chinese Taipei
• United Arab Emirates
• Malaysia*
Why teacher satisfaction?
 Many countries and economies around the world are
struggling to attract and retain teachers
 Inadequate teacher supply was blamed for the shortage
of qualified science teachers
 In reality, retention was the problem
Why are
teachers
quitting their
jobs?
Satisfaction with the
teaching profession
• The advantages of being a
teacher clearly outweigh the
disadvantages
• If I could decide again, I would
still choose to work as a teacher.
• I regret that I decided to become
a teacher
• I wonder whether it would have
been better to choose another
profession
Satisfaction with the
current job
• I enjoy working at this school
• I would recommend my school as
a good place to work
• I am satisfied with my
performance in this school.
• All in all, I am satisfied with my
job
Teacher satisfaction measures in PISA 2015
Relationship between the indices of satisfaction with
the teaching profession and with the current job
Australia
Chile
Czech Republic
Germany
Italy
Korea
Portugal
Spain
United States
Brazil
B-S-J-G (China)
Colombia
Dominican
Republic
Hong Kong
(China)
Macao (China)
Peru
Chinese Taipei
United Arab
Emirates
OECD average
Average-18
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
-0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2
Index of satisfaction with the current job
Indexofsatisfactionwiththe
teachingprofession
Source: Figure 3.1
OECD countries
All countries
Satisfaction with the teaching profession
0 20 40 60 80 100 %
Germany OECD average-9 Average-18
I wonder whether it
would have been better
to choose another
profession
I regret that I decided to
become a teacher
If I could decide again, I
would still choose to
work as a teacher
The advantages of being
a teacher clearly
outweigh the
disadvantages
Source:Figure 3.2
Satisfaction with the current job
0 20 40 60 80 100 %
Germany OECD average-9 Average-18
All in all, I am satisfied
with my job
I am satisfied with my
performance in this
school
I would recommend my
school as a good place
to work
I enjoy working at this
school
Source: Figure 3.3
Teachers who were motivated to pursue a career in the
teaching profession tend to be more satisfied
0.0 0.2 0.4 0.6 0.8
Change in satisfaction with the teaching
profession
0.0 0.2 0.4 0.6 0.8
Change in satisfaction with the current job
United Arab Emirates (66.0)
Dominican Republic (72.4)
Brazil (52.7)
Peru (64.1)
B-S-J-G (China) (77.2)
Italy (46.4)
Chile (68.1)
Macao (China) (51.1)
Average-18 (57.7)
Portugal (54.0)
Spain (42.7)
OECD average-9 (53.0)
Korea (56.7)
United States (26.9)
Hong Kong (China) (56.9)
Colombia (74.5)
Czech Republic (68.9)
Australia (35.5)
Chinese Taipei (46.8)
Germany (77.7)
Source: Figure 4.9
Percentage of science teachers
whose goal was to pursue a
career in the teaching profession
after <ISCED level 3>
Index change Index change
Self-efficacy in teaching science boosts teacher
satisfaction
0.0 0.1 0.2 0.3 0.4 0.5
Change in satisfaction with the teaching
profession
0.0 0.1 0.2 0.3 0.4 0.5
Change in satisfaction with the current job
Mean index of self-efficacy
related to teaching science
Dominican Republic (0.92)
Colombia (0.47)
B-S-J-G (China) (-0.05)
Portugal (-0.12)
Chile (0.20)
Brazil (0.06)
United Arab Emirates (0.66)
Average-18 (0.01)
Macao (China) (-0.51)
Peru (0.17)
OECD average-9 (0.01)
Germany (-0.05)
Australia (0.31)
Chinese Taipei (-0.53)
Czech Republic (-0.11)
Hong Kong (China) (-1.00)
Spain (0.13)
United States (0.24)
Korea (-0.54)
Source: Figure 4.7
Index change Index change
Self-efficacy with science content also enhances
teacher satisfaction
-0.1 0.0 0.1 0.2 0.3 0.4
Change in satisfaction with the teaching
profession
Dominican Republic (0.48)
B-S-J-G (China) (-0.69)
Colombia (0.28)
Portugal (-0.12)
Peru (0.02)
Macao (China) (-0.67)
Brazil (0.00)
Chile (0.30)
Average-18 (-0.14)
United Arab Emirates (0.18)
Czech Republic (-0.12)
Chinese Taipei (-0.76)
Korea (-0.56)
OECD average-9 (0.03)
Hong Kong (China) (-1.45)
Australia (0.14)
Germany (0.16)
Spain (0.17)
United States (0.25)
-0.1 0.0 0.1 0.2 0.3 0.4
Change in satisfaction with the current job
Mean index of self-efficacy
related to science content
Index change Index change
Source: Figure 4.8
0.0 0.1 0.2 0.3 0.4 0.5 0.6
Change in satisfaction with the teaching profession
0.0 0.2 0.4 0.6
Change in satisfaction with the current job
Participation in more than three professional development activities
boosts teacher satisfaction
Chile (39.5)
B-S-J-G (China) (81.6)
Brazil (64.8)
Peru (65.2)
Chinese Taipei (53.9)
Australia (62.6)
Macao (China) (51.7)
United States (53.5)
Average-18 (52.3)
Spain (48.7)
OECD average-9 (43.8)
Italy (36.7)
United Arab Emirates (65.4)
Germany (39.4)
Czech Republic (26.2)
Portugal (36.0)
Hong Kong (China) (32.0)
Dominican Republic (75.9)
Korea (51.5)
Colombia (56.7)
Source: Figure 4.6
Index change Index change
Percentage of science teachers
who participated in more than
three professional activities
during the previous 12 months
0.0
0.1
0.2
0.3
0.4
0.5
0.6
Brazil
DominicanRepublic
Peru
UnitedStates
Germany
Chile
UnitedArabEmirates
B-S-J-G(China)
Average-18
OECDaverage-9
Spain
Colombia
Macao(China)
Korea
CzechRepublic
Italy
Portugal
HongKong(China)
ChineseTaipei
Australia
After accounting for science teachers' demographic profile Before accounting for science teachers' demographic profile
A positive disciplinary climate in the school helps
improve teachers’ satisfaction with the current job
Index change
Source: Figure 5.8
-1.4
-1.2
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
DominicanRepublic0.73
Colombia0.18
Spain-0.01
Germany-0.52
Peru0.13
Australia0.19
UnitedStates-0.12
OECDaverage-9-0.04
Average-180.12
Chile-0.23
Italy-0.16
ChineseTaipei0.01
HongKong(China)-0.04
Macao(China)0.25
CzechRepublic-0.26
UnitedArabEmirates0.68
Korea0.45
Portugal0.30
Brazil-0.18
B-S-J-G(China)0.71
Bottom quarter Second quarter Third quarter Top quarter
Teachers who collaborate with colleagues are more
satisfied with the teaching profession
Mean index
Source: Figure 6.2
Mean index of science
teachers’ collaboration
-1.4
-1.2
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
DominicanRepublic0.73
Colombia0.18
Spain-0.01
Germany-0.52
Peru0.13
Australia0.19
UnitedStates-0.12
OECDaverage-9-0.04
Average-180.12
Chile-0.23
Italy-0.16
ChineseTaipei0.01
HongKong(China)-0.04
Macao(China)0.25
CzechRepublic-0.26
UnitedArabEmirates0.68
Korea0.45
Portugal0.30
Brazil-0.18
B-S-J-G(China)0.71
Bottom quarter Second quarter Third quarter Top quarter
Teachers who collaborate with colleagues are more
satisfied with the current job
Mean index
Source: Figure 6.2
Mean index of science
teachers’ collaboration
Teachers who perceive greater staff shortages are less
satisfied with the teaching profession
-1.2
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
DominicanRepublic-0.30
Spain0.18
Germany0.39
Colombia0.02
Australia-0.24
Chile-0.07
UnitedArabEmirates0.27
Peru0.23
Average-180.11
OECDaverage-90.08
UnitedStates-0.07
Macao(China)0.55
ChineseTaipei0.04
HongKong(China)-0.02
Italy0.04
Portugal0.62
Brazil0.03
Korea0.54
CzechRepublic-0.64
B-S-J-G(China)0.44
Bottom quarter Second quarter Third quarter Top quarter
Source: Figure 6.3
Mean index of science
teachers' views on staff
shortage
Teachers who perceive greater staff shortages are less
satisfied with the current job
-1.2
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
DominicanRepublic-0.30
Spain0.18
Germany0.39
Colombia0.02
Australia-0.24
Chile-0.07
UnitedArabEmirates0.27
Peru0.23
Average-180.11
OECDaverage-90.08
UnitedStates-0.07
Macao(China)0.55
ChineseTaipei0.04
HongKong(China)-0.02
Italy0.04
Portugal0.62
Brazil0.03
Korea0.54
CzechRepublic-0.64
B-S-J-G(China)0.44
Bottom quarter Second quarter Third quarter Top quarter
Source: Figure 6.3
Mean index of science
teachers' views on staff
shortage
-0.2 -0.1 0.0 0.1
Change in satisfaction with teaching profession
-0.3 -0.2 -0.1 0.0 0.1
Change in satisfaction with the current job
Teachers are less satisfied when there are differences in perception
between them and school principals on staff shortages
Chile (0.77)
Brazil (1.01)
United States (0.81)
Dominican Republic (0.80)
Germany (0.80)
United Arab Emirates (1.10)
Peru (0.89)
Australia (0.78)
Average-18 (0.89)
OECD average-9 (0.85)
Hong Kong (China) (0.83)
B-S-J-G (China) (1.06)
Spain (0.98)
Colombia (0.92)
Czech Republic (0.78)
Portugal (0.81)
Italy (0.97)
Chinese Taipei (0.78)
Macao (China) (1.05)
Korea (0.92)
Source: Figure 6.8
Index change Index change
Mean index of difference in
views on staff shortage
between teachers and school
principals
• large proportions of immigrant students in the
school (more than 30%)
• large proportions of students who do not speak
the language of the host country (more than
30%)
Factors not associated with teacher
satisfaction
 Most satisfied teachers tend to be those who were personally motivated
from the beginning to become teachers
 Teachers tend to more satisfied when:
• They work in a collaborative environment
• They have sufficient human and educational resources
• They have the opportunity to undertake professional development activities
 In contrast, a poor disciplinary climate undermines teacher satisfaction
while a more diverse school environment does not
Conclusion
 Pay attention to motivation
 Provide sufficient educational resources for teaching
science and improve school climate
 Encourage science teachers’ collaboration and self-
growth
Implications
Find out more about our work at www.oecd.org/pisa
– All publications
– The complete micro-level database
Email: Andreas.Schleicher@OECD.org
Twitter: SchleicherOECD
Wechat: AndreasSchleicher
Thank you

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Science Teachers' Satisfaction - Evidence from the PISA 2015 Teacher Survey

  • 1. Science teachers’ satisfaction: Evidence from the PISA 2015 teacher survey Andreas Schleicher Director for Education and Skills
  • 2. The PISA 2015 teacher survey  In 2015, over half a million students participated in the PISA assessment • representing 28 million 15-year-olds in 72 countries/economies  In 9 OECD countries and 10 partner countries and economies, teachers filled out the teacher questionnaire  Teachers were defined as those eligible to teach, have taught, are teaching, or will be teaching the modal grade  Teachers randomly sampled into two populations: science and non-science teachers • In total, 32 071 science teachers and 62 765 non-science teachers were surveyed
  • 3. OECD • Australia • Chile • Czech Republic • Germany • Italy • Korea • Portugal • Spain • United States Country participation Partners • Brazil • B-S-J-G (China) • Colombia • Dominican Republic • Hong Kong (China) • Macao (China) • Peru • Chinese Taipei • United Arab Emirates • Malaysia*
  • 4. Why teacher satisfaction?  Many countries and economies around the world are struggling to attract and retain teachers  Inadequate teacher supply was blamed for the shortage of qualified science teachers  In reality, retention was the problem Why are teachers quitting their jobs?
  • 5. Satisfaction with the teaching profession • The advantages of being a teacher clearly outweigh the disadvantages • If I could decide again, I would still choose to work as a teacher. • I regret that I decided to become a teacher • I wonder whether it would have been better to choose another profession Satisfaction with the current job • I enjoy working at this school • I would recommend my school as a good place to work • I am satisfied with my performance in this school. • All in all, I am satisfied with my job Teacher satisfaction measures in PISA 2015
  • 6. Relationship between the indices of satisfaction with the teaching profession and with the current job Australia Chile Czech Republic Germany Italy Korea Portugal Spain United States Brazil B-S-J-G (China) Colombia Dominican Republic Hong Kong (China) Macao (China) Peru Chinese Taipei United Arab Emirates OECD average Average-18 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Index of satisfaction with the current job Indexofsatisfactionwiththe teachingprofession Source: Figure 3.1 OECD countries All countries
  • 7. Satisfaction with the teaching profession 0 20 40 60 80 100 % Germany OECD average-9 Average-18 I wonder whether it would have been better to choose another profession I regret that I decided to become a teacher If I could decide again, I would still choose to work as a teacher The advantages of being a teacher clearly outweigh the disadvantages Source:Figure 3.2
  • 8. Satisfaction with the current job 0 20 40 60 80 100 % Germany OECD average-9 Average-18 All in all, I am satisfied with my job I am satisfied with my performance in this school I would recommend my school as a good place to work I enjoy working at this school Source: Figure 3.3
  • 9. Teachers who were motivated to pursue a career in the teaching profession tend to be more satisfied 0.0 0.2 0.4 0.6 0.8 Change in satisfaction with the teaching profession 0.0 0.2 0.4 0.6 0.8 Change in satisfaction with the current job United Arab Emirates (66.0) Dominican Republic (72.4) Brazil (52.7) Peru (64.1) B-S-J-G (China) (77.2) Italy (46.4) Chile (68.1) Macao (China) (51.1) Average-18 (57.7) Portugal (54.0) Spain (42.7) OECD average-9 (53.0) Korea (56.7) United States (26.9) Hong Kong (China) (56.9) Colombia (74.5) Czech Republic (68.9) Australia (35.5) Chinese Taipei (46.8) Germany (77.7) Source: Figure 4.9 Percentage of science teachers whose goal was to pursue a career in the teaching profession after <ISCED level 3> Index change Index change
  • 10. Self-efficacy in teaching science boosts teacher satisfaction 0.0 0.1 0.2 0.3 0.4 0.5 Change in satisfaction with the teaching profession 0.0 0.1 0.2 0.3 0.4 0.5 Change in satisfaction with the current job Mean index of self-efficacy related to teaching science Dominican Republic (0.92) Colombia (0.47) B-S-J-G (China) (-0.05) Portugal (-0.12) Chile (0.20) Brazil (0.06) United Arab Emirates (0.66) Average-18 (0.01) Macao (China) (-0.51) Peru (0.17) OECD average-9 (0.01) Germany (-0.05) Australia (0.31) Chinese Taipei (-0.53) Czech Republic (-0.11) Hong Kong (China) (-1.00) Spain (0.13) United States (0.24) Korea (-0.54) Source: Figure 4.7 Index change Index change
  • 11. Self-efficacy with science content also enhances teacher satisfaction -0.1 0.0 0.1 0.2 0.3 0.4 Change in satisfaction with the teaching profession Dominican Republic (0.48) B-S-J-G (China) (-0.69) Colombia (0.28) Portugal (-0.12) Peru (0.02) Macao (China) (-0.67) Brazil (0.00) Chile (0.30) Average-18 (-0.14) United Arab Emirates (0.18) Czech Republic (-0.12) Chinese Taipei (-0.76) Korea (-0.56) OECD average-9 (0.03) Hong Kong (China) (-1.45) Australia (0.14) Germany (0.16) Spain (0.17) United States (0.25) -0.1 0.0 0.1 0.2 0.3 0.4 Change in satisfaction with the current job Mean index of self-efficacy related to science content Index change Index change Source: Figure 4.8
  • 12. 0.0 0.1 0.2 0.3 0.4 0.5 0.6 Change in satisfaction with the teaching profession 0.0 0.2 0.4 0.6 Change in satisfaction with the current job Participation in more than three professional development activities boosts teacher satisfaction Chile (39.5) B-S-J-G (China) (81.6) Brazil (64.8) Peru (65.2) Chinese Taipei (53.9) Australia (62.6) Macao (China) (51.7) United States (53.5) Average-18 (52.3) Spain (48.7) OECD average-9 (43.8) Italy (36.7) United Arab Emirates (65.4) Germany (39.4) Czech Republic (26.2) Portugal (36.0) Hong Kong (China) (32.0) Dominican Republic (75.9) Korea (51.5) Colombia (56.7) Source: Figure 4.6 Index change Index change Percentage of science teachers who participated in more than three professional activities during the previous 12 months
  • 13. 0.0 0.1 0.2 0.3 0.4 0.5 0.6 Brazil DominicanRepublic Peru UnitedStates Germany Chile UnitedArabEmirates B-S-J-G(China) Average-18 OECDaverage-9 Spain Colombia Macao(China) Korea CzechRepublic Italy Portugal HongKong(China) ChineseTaipei Australia After accounting for science teachers' demographic profile Before accounting for science teachers' demographic profile A positive disciplinary climate in the school helps improve teachers’ satisfaction with the current job Index change Source: Figure 5.8
  • 16. Teachers who perceive greater staff shortages are less satisfied with the teaching profession -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 DominicanRepublic-0.30 Spain0.18 Germany0.39 Colombia0.02 Australia-0.24 Chile-0.07 UnitedArabEmirates0.27 Peru0.23 Average-180.11 OECDaverage-90.08 UnitedStates-0.07 Macao(China)0.55 ChineseTaipei0.04 HongKong(China)-0.02 Italy0.04 Portugal0.62 Brazil0.03 Korea0.54 CzechRepublic-0.64 B-S-J-G(China)0.44 Bottom quarter Second quarter Third quarter Top quarter Source: Figure 6.3 Mean index of science teachers' views on staff shortage
  • 17. Teachers who perceive greater staff shortages are less satisfied with the current job -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 DominicanRepublic-0.30 Spain0.18 Germany0.39 Colombia0.02 Australia-0.24 Chile-0.07 UnitedArabEmirates0.27 Peru0.23 Average-180.11 OECDaverage-90.08 UnitedStates-0.07 Macao(China)0.55 ChineseTaipei0.04 HongKong(China)-0.02 Italy0.04 Portugal0.62 Brazil0.03 Korea0.54 CzechRepublic-0.64 B-S-J-G(China)0.44 Bottom quarter Second quarter Third quarter Top quarter Source: Figure 6.3 Mean index of science teachers' views on staff shortage
  • 18. -0.2 -0.1 0.0 0.1 Change in satisfaction with teaching profession -0.3 -0.2 -0.1 0.0 0.1 Change in satisfaction with the current job Teachers are less satisfied when there are differences in perception between them and school principals on staff shortages Chile (0.77) Brazil (1.01) United States (0.81) Dominican Republic (0.80) Germany (0.80) United Arab Emirates (1.10) Peru (0.89) Australia (0.78) Average-18 (0.89) OECD average-9 (0.85) Hong Kong (China) (0.83) B-S-J-G (China) (1.06) Spain (0.98) Colombia (0.92) Czech Republic (0.78) Portugal (0.81) Italy (0.97) Chinese Taipei (0.78) Macao (China) (1.05) Korea (0.92) Source: Figure 6.8 Index change Index change Mean index of difference in views on staff shortage between teachers and school principals
  • 19. • large proportions of immigrant students in the school (more than 30%) • large proportions of students who do not speak the language of the host country (more than 30%) Factors not associated with teacher satisfaction
  • 20.  Most satisfied teachers tend to be those who were personally motivated from the beginning to become teachers  Teachers tend to more satisfied when: • They work in a collaborative environment • They have sufficient human and educational resources • They have the opportunity to undertake professional development activities  In contrast, a poor disciplinary climate undermines teacher satisfaction while a more diverse school environment does not Conclusion
  • 21.  Pay attention to motivation  Provide sufficient educational resources for teaching science and improve school climate  Encourage science teachers’ collaboration and self- growth Implications
  • 22. Find out more about our work at www.oecd.org/pisa – All publications – The complete micro-level database Email: Andreas.Schleicher@OECD.org Twitter: SchleicherOECD Wechat: AndreasSchleicher Thank you

Notes de l'éditeur

  1. After accounting for science teachers' demographic and schools' socio-economic profile. Notes: Science teachers' demographic and schools' socio-economic profile include the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. Student variables are aggregated at the school level.       Statistically significant values are marked in a darker tone (see Annex A). Only countries and economies with available values are shown. Countries and economies are ranked in descending order of the change in satisfaction with the teaching profession associated with a one-unit change in the index of self-efficacy related to teaching science, after accounting for science teachers' demographic and schools' socio-economic profile.                                      
  2. After accounting for science teachers' demographic and schools' socio-economic profile. Notes: Science teachers' demographic and schools' socio-economic profile include the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. Student variables are aggregated at the school level.                       Statistically significant values are marked in a darker tone (see Annex A).                     Only countries and economies with available values are shown.                       Countries and economies are ranked in descending order of the change in satisfaction with the teaching profession associated with a one-unit change in the index of self-efficacy related to teaching science, after accounting for science teachers' demographic and schools' socio-economic profile.                        
  3. After accounting for science teachers' demographic and schools' socio-economic profile. Notes: Science teachers' demographic and schools' socio-economic profile include the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. Student variables are aggregated at the school level.                       Statistically significant values are marked in a darker tone (see Annex A).                     Only countries and economies with available values are shown.                       Countries and economies are ranked in descending order of the change in satisfaction with the teaching profession associated with a one-unit change in the index of self-efficacy related to science content, after accounting for science teachers' demographic and schools' socio-economic profile.                      
  4. After accounting for science teachers' demographic and schools' socio-economic profile. Notes: Science teachers' demographic and schools' socio-economic profile include the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. Statistically significant values are marked in a darker tone (see Annex A).                     Countries and economies are ranked in descending order of the difference in satisfaction with the teaching profession between science teachers who participated in more than and those who participated in fewer than three professional acitivities during the previous 12 months, after accounting for science teachers' demographic profile.                          
  5. Notes: Science teachers' demographic and schools' socio-economic profile include the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. Student variables are aggregated at the school level. Statistically significant values are marked in a darker tone (see Annex A).                 Statistically significant values are marked in a darker tone (see Annex).                 Countries and economies are ranked in descending order of the change in satisfaction with the current job, after accounting for science teachers' demographic profile.
  6. Countries and economies are ranked in descending order of satisfaction with the teaching profession at the bottom quarter of the index of science teachers' collaboration.
  7. Countries and economies are ranked in descending order of satisfaction with the teaching profession at the bottom quarter of the index of science teachers' collaboration.
  8. After accounting for science teachers' demographic and schools' socio-economic profile. Notes: Science teachers' demographic and schools' socio-economic profile includes the PISA index of economic, social and cultural status (ESCS) at the school level, science teachers' gender, total number of years working as a teacher, highest level of formal education completed, teacher education or training programme completed, and employment type at the current school. The mean index of difference in views on staff shortages between teachers and school principals is found next to the country/economy name.               Statistically significant values are marked in a darker tone (see Annex A).                     Countries and economies are ranked in ascending order of the change in satisfaction with the teaching profession associated with a one-unit change in the index of difference in the views on staff shortage between teachers and school principals, after accounting for science teachers' demographic and schools' socio-economic profile.