TECHNOLOGY AND INEQUALITY:
C O N T E X T
A N T H O N Y M A N N
W W W . O E C D . O R G / E D U C A T I O N / C A R E E R - R E A D I N E S S
CAREER GUIDANCE AND SOCIAL
INEQUALITY
OECD (2024), Challenging Social Inequality Through Career Guidance: Insights from
International Data and Practice, OECD Publishing, Paris – with Tristram Hooley and
including a focus on the New Brunswick (Canada) Career Education Framework
OECD (2024), "Career guidance, social inequality and social mobility: Insights from
international data", OECD Education Spotlights, No. 11, OECD Publishing, Paris
2
https://www.oecd.org/education/career-readiness/
CHALLENGING SOCIAL INEQUALITY THROUGH
CAREER GUIDANCE (OECD 2024)
Analysing data from the OECD Survey of Adult Skills (PIAAC), we can
compare the employment outcomes of comparable, similarly qualified
young adults with share characteristics related to gender, social
background and migrant status.
This allows us to ask: do certain social groups face greater challenges
than others in converting their academic qualifications into successful
employment? And if so, how can guidance systems make transitions
from education into work fairer?
3
SOCIO-ECONOMIC BACKGROUND AND
TRANSITIONS INTO WORK: NEET OUTCOMES
4
Note: Countries with a missing value or a small sample size are omitted. Statistically significant (p<0.1) differences and odds ratios are presented in a filled marker. The odds ratios are relative likelihood of young adults with low SES being
NEET in reference to those with high SES and take into account the effect of level of education, literacy score, gender and place of birth. Source: OECD Survey of Adult Skills (PIAAC) (2012, 2015, 2018).
SOCIO-ECONOMIC BACKGROUND AND
TRANSITIONS INTO WORK: OTHER OUTCOMES
OECD PIAAC data
Compared to high SES young adults (25-34), similar low SES peers* can be
expected to:
• Earn less
• Be less represented in professional and other ‘high-skilled jobs’
• Be less likely to have a permanent contract
5
*based on parental education
Conclusion: low SES students face greater barriers in
achieving successful outcomes. Guidance can help
address additional barriers.
CONCEPTUALISING THE ROLE OF GUIDANCE IN
ENABLING TRANSITION INTO WORK
6
Forms of career
thinking linked with
better employment
outcomes. High and
low SES. OECD
averages. PISA 2022.
SOCIO-ECONOMIC BACKGROUND AND TRANSITIONS INTO WORK:
PARTICIPATION IN CAREER DEVELOPMENT ACTIVITIES
7
Participation in career
development activities
– odds of high SES
students engaging
compared to low SES
students. OECD
average. PISA 2018.
SOCIO-ECONOMIC BACKGROUND AND TRANSITIONS INTO
WORK: CAREER DEVELOPMENT ONLINE
8
OECD countries.
PISA 2022. Bottom
and top SES quartiles.
0
10
20
30
40
50
60
70
80
90
100
I researched the internet for information about careers. PISA 2022.
Bottom Quarter Top Quarter
SOCIO-ECONOMIC BACKGROUND AND
TRANSITIONS INTO WORK: CAREER THINKING
9
Forms of career
thinking linked with
better employment
outcomes. High and
low SES. OECD
averages. PISA 2022. 0
10
20
30
40
50
60
70
80
90
100
Career certainty Career ambition Career alignment Intrinsic motivation
High SES Low SES
YOUNG PEOPLE FROM LOW SES NEED MORE SUPPORT TO
ACHIEVE SUCCESSFUL TRANSITIONS, BUT TYPICALLY RECEIVE
LESS CAREER DEVELOPMENT THAN HIGH SES PEERS…
SO…
…HOW CAN GUIDANCE SYSTEMS MAKE USE OF DIGITAL
TECHNOLOGIES TO CREATE MORE EQUITABLE GUIDANCE
SYSTEMS
10
Tristram Hooley, Professor of Career
Education, Inland Norway University
of Applied Sciences & University of
Derby
Tricia Berry, Learning Specialist,
Education and Early Childhood
Development, New Brunswick,
Canada

Future Dreaming 2024 | Technology and inequality: Context

  • 1.
    TECHNOLOGY AND INEQUALITY: CO N T E X T A N T H O N Y M A N N W W W . O E C D . O R G / E D U C A T I O N / C A R E E R - R E A D I N E S S
  • 2.
    CAREER GUIDANCE ANDSOCIAL INEQUALITY OECD (2024), Challenging Social Inequality Through Career Guidance: Insights from International Data and Practice, OECD Publishing, Paris – with Tristram Hooley and including a focus on the New Brunswick (Canada) Career Education Framework OECD (2024), "Career guidance, social inequality and social mobility: Insights from international data", OECD Education Spotlights, No. 11, OECD Publishing, Paris 2 https://www.oecd.org/education/career-readiness/
  • 3.
    CHALLENGING SOCIAL INEQUALITYTHROUGH CAREER GUIDANCE (OECD 2024) Analysing data from the OECD Survey of Adult Skills (PIAAC), we can compare the employment outcomes of comparable, similarly qualified young adults with share characteristics related to gender, social background and migrant status. This allows us to ask: do certain social groups face greater challenges than others in converting their academic qualifications into successful employment? And if so, how can guidance systems make transitions from education into work fairer? 3
  • 4.
    SOCIO-ECONOMIC BACKGROUND AND TRANSITIONSINTO WORK: NEET OUTCOMES 4 Note: Countries with a missing value or a small sample size are omitted. Statistically significant (p<0.1) differences and odds ratios are presented in a filled marker. The odds ratios are relative likelihood of young adults with low SES being NEET in reference to those with high SES and take into account the effect of level of education, literacy score, gender and place of birth. Source: OECD Survey of Adult Skills (PIAAC) (2012, 2015, 2018).
  • 5.
    SOCIO-ECONOMIC BACKGROUND AND TRANSITIONSINTO WORK: OTHER OUTCOMES OECD PIAAC data Compared to high SES young adults (25-34), similar low SES peers* can be expected to: • Earn less • Be less represented in professional and other ‘high-skilled jobs’ • Be less likely to have a permanent contract 5 *based on parental education Conclusion: low SES students face greater barriers in achieving successful outcomes. Guidance can help address additional barriers.
  • 6.
    CONCEPTUALISING THE ROLEOF GUIDANCE IN ENABLING TRANSITION INTO WORK 6 Forms of career thinking linked with better employment outcomes. High and low SES. OECD averages. PISA 2022.
  • 7.
    SOCIO-ECONOMIC BACKGROUND ANDTRANSITIONS INTO WORK: PARTICIPATION IN CAREER DEVELOPMENT ACTIVITIES 7 Participation in career development activities – odds of high SES students engaging compared to low SES students. OECD average. PISA 2018.
  • 8.
    SOCIO-ECONOMIC BACKGROUND ANDTRANSITIONS INTO WORK: CAREER DEVELOPMENT ONLINE 8 OECD countries. PISA 2022. Bottom and top SES quartiles. 0 10 20 30 40 50 60 70 80 90 100 I researched the internet for information about careers. PISA 2022. Bottom Quarter Top Quarter
  • 9.
    SOCIO-ECONOMIC BACKGROUND AND TRANSITIONSINTO WORK: CAREER THINKING 9 Forms of career thinking linked with better employment outcomes. High and low SES. OECD averages. PISA 2022. 0 10 20 30 40 50 60 70 80 90 100 Career certainty Career ambition Career alignment Intrinsic motivation High SES Low SES
  • 10.
    YOUNG PEOPLE FROMLOW SES NEED MORE SUPPORT TO ACHIEVE SUCCESSFUL TRANSITIONS, BUT TYPICALLY RECEIVE LESS CAREER DEVELOPMENT THAN HIGH SES PEERS… SO… …HOW CAN GUIDANCE SYSTEMS MAKE USE OF DIGITAL TECHNOLOGIES TO CREATE MORE EQUITABLE GUIDANCE SYSTEMS 10 Tristram Hooley, Professor of Career Education, Inland Norway University of Applied Sciences & University of Derby Tricia Berry, Learning Specialist, Education and Early Childhood Development, New Brunswick, Canada