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HIGHER EDUCATION, DIGITIZATION AND SKILLS:
IS QUALITY ASSURANCE ADAPTING AND HOW?
Dirk Van Damme
OECD/EDU
WHAT IS HAPPENING?
2
Diminishing
returns
Skills
Assessment
New
credentials
Digitalization
Lifelong
learning
Higher
education
3
Strange things are happening to higher education
Economy Society
• Continued growth in demand, participation and
attainment levels
• Concerns about returns, over-qualification risks and
substitution of mid-qualified employment
• Skill levels in populations have not increased
• The social contract of meritocracy and social
mobility has not materialised
• The economic and social foundation of higher
education is slowly eroding
4
Diminishing economic and social returns
0
10
20
30
40
50
60
2000 2005 2010 2015 2020
Below upper secondary Upper secondary Tertiary
Increased demand, more qualifications
5
Relative share of attainment levels,
25-34 y-olds, OECD – 2000-2020
47
26
The monetary value of tertiary qualifications is
still high, to a varying degree among countries…
50
75
100
125
150
175
200
225
250
Sweden
Estonia
Norway
Denmark
Finland
Greece
Belgium
NewZealand
Australia
Korea
Italy
Canada
Latvia
Netherlands
Switzerland
Japan
Spain
UnitedKingdom
Austria
France
OECDaverage
Luxembourg
Israel
Poland
Ireland
Germany
Turkey
Portugal
CzechRepublic
SlovakRepublic
Slovenia
UnitedStates
Lithuania
Hungary
Mexico
CostaRica
Colombia
Chile
Brazil
Earning disadvantage of adults with below upper secondary education Earning advantage of adults with tertiary education
Index
6
…but might be inflated by substituting the
mid-skilled on the labour market (polarization)
-15
-10
-5
0
5
10
Southern
Europe
Northern EuropeWestern Europe Total North America Japan Central Europe
Low skill Middle skill High skill
7
Despite massification, between ’90s and 2010s
levels of foundation skills have slightly decreased
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5
Level 1
and Below
Level 2
Level 3
Level 4-5
PIAAC
IALS
8
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
Cohort 1
(age: 56-65)
Cohort 2
(age: 46-55)
Cohort 3
(age: 36-45)
Cohort 4
(age: 26-35)
High (at least one parent had completed tertiary)
Middle (at least one parent had completed upper secondary)
Low (neither parent had completed upper secondary)
Probability of
tertiary attainment
43% pts 45% pts
9
The social contract has not materialised
• Disconnect between qualifications and skills leads to
growing mistrust of qualifications
• Many highly valued skills not well signalled by
qualifications
• Employers complain that higher education doesn’t
deliver the skills they need - students are looking for
useful skills
• A fundamental shift from qualifications to skills is
taking place, slowly but resolutely
10
Skills
Qualifications do not deliver on the skills
equivalent they promise
11
0
5
10
15
20
25
30
35
40
Japan
Finland
Netherlands
Sweden
Australia
Norway
Flanders(Belgium)
England/N.Ireland…
UnitedStates
CzechRepublic
Average
Poland
Canada
Austria
Germany
Ireland
France
Denmark
Estonia
SlovakRepublic
Korea
RussianFederation
Spain
Italy
Tertiary education
Below upper secondary education
Upper secondary or post-secondary non-tertiary education
%
Proportion of 25-64 year-olds scoring at PIAAC numeracy level 4 and 5, by educational attainment of the population
The prevalence of over-qualification
0 5 10 15 20 25 30 35
Japan
England/N. Ireland (UK)
Australia
Ireland
Canada
Estonia
Germany
Spain
Average
Korea
Austria
Czech Republic
Norway
United States
Sweden
Denmark
Slovak Republic
Finland
Poland
Cyprus¹ ²
Flanders (Belgium)
Netherlands
Italy
12
PIAAC, 2012-15
13
The skills risk of over-qualification
Mean numeracy score among adults with ISCED 5A or 6, by selected qualification match or
mismatch among workers (PIAAC, 2012 or 2015)
240
250
260
270
280
290
300
310
320
330
340
Mean score ISCED 5A or 6 degree working in a job needing the same level of qualification (well matched)
ISCED 5A or 6 degree working in a job needing ISCED 3 or below (overqualified)
Qualifications becoming irrelevant?
14
15
• Instead of relying on the signalling value of
qualifications, employers and recruiters gradually
turn to their own assessments
• Explosion of assessment industry
• New skill-based assessments (performance tasks)
proliferate
• Higher education is gradually losing grip on the
assessments that matter in life
16
Assessment
17
Skill-based assessments in hiring practices
Source: S. Gallagher (2018), Educational credentials come of age. A Survey on
the Use and Value of Educational Credentials in Hiring
• To bridge the gap between learning and
assessment, or to bypass qualifications, employers
and students join forces in adopting new credentials:
– Certificates
– Digital badges
– Micro-credentials
• Higher education’s qualifications now have to
compete with a chaotic bazaar of credentials
18
New credentials
Top 5 Professional Certificates Number of Requests
Certified Public Accountant (CPA) 276 880
Project Management Certification (PMP) 202 971
Certified Information Systems Security Professional
(CISSP) 91 981
Automotive Service Excellence Certificate (ASE) 67 973
Cisco Certified Network Associate (CCNA) 67 746
19
Professional certificates most in demand by
employers (US, 2017)
• Transforming work and changing the demand for skills
• Fostering skill development
• Incentivizing re- and up-skilling
• Lowering the half-time life of qualifications
• Transforming the delivery modes of education and the
participation modes in learning
• Digitalization and AI will obviously transform higher
education
20
Digitalization
Digitalization fosters skill development
Expected effect of increase from 50th to 75th percentile of digital exposure on
cognitive skill intensity
0%
20%
40%
60%
80%
100%
Reading at work Writing at work Numeracy at work
ICT INTENSITY
NON-ROUTINE
INTENSITY
Source: Survey of Adult Skills (2012, 2015)
21
Less digital workplaces lead to skills
obsolescence – more digitalization fosters skills
250
260
270
280
290
0 2 4 6 8 10
Expected problem
solving skills
Years since leaving education
most digital workplace (above median in both non-routine and ICT intensities)
less digital workplace (below median)
Source: Survey of Adult Skills (2012, 2015)
22
Digitalisation drives the need for further learning
23
0
10
20
30
40
50
Lower secondary
or less
Upper secondary Post-secondary,
non-tertiary
Tertiary –
professional
degree
Tertiary – bachelor
degree
Tertiary – master /
research degree
Share of workers reporting needing further training for their job by education level (%)
highly digital
environment
poorly digital
environment
24
Digitalization opens up many channels and
opportunities for learning
0 20 40 60 80 100
Doing an online course
Communicating with instructors or students using educational
websites/portals
Online learning material other than a complete online course
Consulting wikis (to obtain knowledge )
Seeking health information
Participating in social networks
Reading online news sites/newspapers/news magazines
Share of individuals in European Union (28 countries)
2017 or most recent
2011 or latest
• In the digital age, the lifelong learning imperative evolves
from a noble, but soft idea into a hard reality
• Qualifications don’t last a lifetime, their benefits need to
be upheld by experience, skills and skills use
• Concentrating educational investment in the first third of
a lifetime doesn’t make sense anymore
• Learning opportunities abound, barriers fade away, but
pressures also increase
• Lifelong learning urges higher education to rethink its
place in the learning life-course
25
Lifelong learning
26
The reinforcement of skills use and learning
Adult participation in formal and/or non-formal education, by frequency of use of reading skills in everyday life (2012 or 2015)
0
10
20
30
40
50
60
70
80
90
Finland
Denmark
Sweden
Israel
Netherlands
Estonia
NewZealand
Norway
Slovenia
Korea
UnitedStates
Chile
Singapore
Spain
Canada
Australia
OECDaverage
Ireland
Poland
EU22average
Lithuania
CzechRepublic
Germany
England(UK)
Flanders…
Turkey
Northern…
Austria
Jakarta…
Japan
SlovakRepublic
Italy
Greece
France
Russian…
%
Participation among adults with the highest frequency of use of reading skills in everyday life
Participation among adults with the lowest frequency of use of reading skills in everyday life
IS HIGHER EDUCATION
ACCOMMODATING?
27
28
Higher education is not yet attracting older learners
Enrolment rates by age in OECD countries (2017)
0
10
20
30
40
50
60
14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
%
Years of age
Upper secondary general programmes Upper secondary vocational programmes
Post-secondary non-tertiary All tertiary
Transforming education in a digital world is
not what keeps leaders awake at night
The Chronicle of Higher Education, 5 Feb 2015 29
It is NOT a revolution
30
• Digital supply of education and new credentials are
growing slower than expected, often concentrated in
a few fields of study and increasingly integrated in
regular educational delivery
• For many employers the signalling value of
qualifications is still important, but they are also
considering other evidence of skills and learning
• Students still seem to have a preference for regular
courses and qualifications
31
Change is real, but slow – higher education
has the opportunity to adjust
AGAIN, IT’S ALL ABOUT
QUALITY
32
• There are real concerns among employers, students and
the wider society about unregulated educational delivery
and credentials
• In a digital world, trustworthiness is everything, but
traditional forms of reputation provide a vulnerable defence
• Thinking that regular qualifications will gain from distrust in
the quality of alternative credentials is short-sighted
• The higher education and quality assurance communities
have a shared interest in dealing positively with the quality
issues emerging from new realities
33
The quality issue is real, urgent and shared
Good evidence that the training scheme or micro-credential enables learners to achieve the intended outcomes and purpose
Good evidence that the training scheme or micro-credential is made up of components structured in a coherent way to achieve
the outcomes and addresses the relevant needs of learners (if applicable)
Good evidence that the education organisation has the capability and resources to provide the training scheme or micro-
credential
Good evidence that the education organisation can manage the impacts of any specific training scheme or micro-credential
requirements
No significant gaps or weaknesses in the training scheme or micro-credential
No significant gaps or weaknesses in the self-assessment report, and/or the underlying capability and resources of the
organisation
Demonstrable evidence that the learning outcomes and activities match the purpose of the micro-credential
Evidence the micro-credential addresses the identified unmet skill needs and is required or supported by relevant industries,
employers or communities
Evidence that the micro-credential is in addition to current learning, and typically does not duplicate current quality-assured
learning approved by NZQA
34
Standards and quality frameworks are being
developed to address new realities
Source: New Zealand Qualifications Authority (2019[7]), Guidelines for applying for approval of a training
scheme or a micro-credential, www.nzqa.govt.nz/providers-partners/approval-accreditation-and-
registration/micro-credentials/guidelines-training-scheme-micro-credential/
New Zealand
Qualifications
Authority (2018)
Expert Panel for
Review of
Australian
Qualifications
Framework
(2019)
New Paradigms
in Recognition
project (2018)
European MOOC
Consortium
(2019)
German Forum
for Higher
Education in
Digital Age
(2019)
US Council for
Higher
Education
Accreditation
(2019)
Rutgers’ School
of Management
and Labour
Relations and
Lumina
Foundation
(2019)
Intended learning outcomes ○ ○ ○ ○ ○ ○ ○
Qualifications ○ ○ ○ ○ ○ ○ ○
Verification / assessment ○ ○ ○ ○ ○ ○ ○
Workload
○ (up to 40
credits)
○ ○ ○ (100-150 hours)
○ (100-150 hours
/ 3-5 ECTS)
○
Verification of learner identity ○ ○ ○ ○ ○
Accreditation / recognition ○ ○ ○ ○
Employers’ demand ○ ○ ○ ○
Level ○ ○ (EQF level 6-7) ○ (EQF level 6-7) ○
Provider's capability ○ ○ ○ ○
External or internal review ○ ○ ○
Learners’ demand ○ ○ ○
Mission / purpose ○ ○ ○
Absence of significant
weaknesses
○
Accessibility and affordability ○
Labour market outcomes ○
Non-duplication ○
Orientation ○
Stackability ○
Transparency ○
35
Examples of recent QA frameworks for
alternative credentials
• QA should not only look at the institutional supply side,
but at the quality of the learning and learning outcomes
• Coping with the fact that learners combine various routes
and practices of learning, formal as well as non-formal
and informal
• Quality of assessment practices and trustworthiness of
credentials is becoming a critically important area of work
• Stronger voice of employers, society at large and learners
themselves in QA is to be welcomed
36
Fundamental challenges remain
Thank you!
dirk.vandamme@oecd.org
www.oecd.org/edu
twitter @VanDammeEDU
37

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HIGHER EDUCATION, DIGITIZATION AND SKILLS: IS QUALITY ASSURANCE ADAPTING AND HOW?

  • 1. HIGHER EDUCATION, DIGITIZATION AND SKILLS: IS QUALITY ASSURANCE ADAPTING AND HOW? Dirk Van Damme OECD/EDU
  • 4. • Continued growth in demand, participation and attainment levels • Concerns about returns, over-qualification risks and substitution of mid-qualified employment • Skill levels in populations have not increased • The social contract of meritocracy and social mobility has not materialised • The economic and social foundation of higher education is slowly eroding 4 Diminishing economic and social returns
  • 5. 0 10 20 30 40 50 60 2000 2005 2010 2015 2020 Below upper secondary Upper secondary Tertiary Increased demand, more qualifications 5 Relative share of attainment levels, 25-34 y-olds, OECD – 2000-2020 47 26
  • 6. The monetary value of tertiary qualifications is still high, to a varying degree among countries… 50 75 100 125 150 175 200 225 250 Sweden Estonia Norway Denmark Finland Greece Belgium NewZealand Australia Korea Italy Canada Latvia Netherlands Switzerland Japan Spain UnitedKingdom Austria France OECDaverage Luxembourg Israel Poland Ireland Germany Turkey Portugal CzechRepublic SlovakRepublic Slovenia UnitedStates Lithuania Hungary Mexico CostaRica Colombia Chile Brazil Earning disadvantage of adults with below upper secondary education Earning advantage of adults with tertiary education Index 6
  • 7. …but might be inflated by substituting the mid-skilled on the labour market (polarization) -15 -10 -5 0 5 10 Southern Europe Northern EuropeWestern Europe Total North America Japan Central Europe Low skill Middle skill High skill 7
  • 8. Despite massification, between ’90s and 2010s levels of foundation skills have slightly decreased 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 Level 1 and Below Level 2 Level 3 Level 4-5 PIAAC IALS 8
  • 9. 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 Cohort 1 (age: 56-65) Cohort 2 (age: 46-55) Cohort 3 (age: 36-45) Cohort 4 (age: 26-35) High (at least one parent had completed tertiary) Middle (at least one parent had completed upper secondary) Low (neither parent had completed upper secondary) Probability of tertiary attainment 43% pts 45% pts 9 The social contract has not materialised
  • 10. • Disconnect between qualifications and skills leads to growing mistrust of qualifications • Many highly valued skills not well signalled by qualifications • Employers complain that higher education doesn’t deliver the skills they need - students are looking for useful skills • A fundamental shift from qualifications to skills is taking place, slowly but resolutely 10 Skills
  • 11. Qualifications do not deliver on the skills equivalent they promise 11 0 5 10 15 20 25 30 35 40 Japan Finland Netherlands Sweden Australia Norway Flanders(Belgium) England/N.Ireland… UnitedStates CzechRepublic Average Poland Canada Austria Germany Ireland France Denmark Estonia SlovakRepublic Korea RussianFederation Spain Italy Tertiary education Below upper secondary education Upper secondary or post-secondary non-tertiary education % Proportion of 25-64 year-olds scoring at PIAAC numeracy level 4 and 5, by educational attainment of the population
  • 12. The prevalence of over-qualification 0 5 10 15 20 25 30 35 Japan England/N. Ireland (UK) Australia Ireland Canada Estonia Germany Spain Average Korea Austria Czech Republic Norway United States Sweden Denmark Slovak Republic Finland Poland Cyprus¹ ² Flanders (Belgium) Netherlands Italy 12 PIAAC, 2012-15
  • 13. 13 The skills risk of over-qualification Mean numeracy score among adults with ISCED 5A or 6, by selected qualification match or mismatch among workers (PIAAC, 2012 or 2015) 240 250 260 270 280 290 300 310 320 330 340 Mean score ISCED 5A or 6 degree working in a job needing the same level of qualification (well matched) ISCED 5A or 6 degree working in a job needing ISCED 3 or below (overqualified)
  • 15. 15
  • 16. • Instead of relying on the signalling value of qualifications, employers and recruiters gradually turn to their own assessments • Explosion of assessment industry • New skill-based assessments (performance tasks) proliferate • Higher education is gradually losing grip on the assessments that matter in life 16 Assessment
  • 17. 17 Skill-based assessments in hiring practices Source: S. Gallagher (2018), Educational credentials come of age. A Survey on the Use and Value of Educational Credentials in Hiring
  • 18. • To bridge the gap between learning and assessment, or to bypass qualifications, employers and students join forces in adopting new credentials: – Certificates – Digital badges – Micro-credentials • Higher education’s qualifications now have to compete with a chaotic bazaar of credentials 18 New credentials
  • 19. Top 5 Professional Certificates Number of Requests Certified Public Accountant (CPA) 276 880 Project Management Certification (PMP) 202 971 Certified Information Systems Security Professional (CISSP) 91 981 Automotive Service Excellence Certificate (ASE) 67 973 Cisco Certified Network Associate (CCNA) 67 746 19 Professional certificates most in demand by employers (US, 2017)
  • 20. • Transforming work and changing the demand for skills • Fostering skill development • Incentivizing re- and up-skilling • Lowering the half-time life of qualifications • Transforming the delivery modes of education and the participation modes in learning • Digitalization and AI will obviously transform higher education 20 Digitalization
  • 21. Digitalization fosters skill development Expected effect of increase from 50th to 75th percentile of digital exposure on cognitive skill intensity 0% 20% 40% 60% 80% 100% Reading at work Writing at work Numeracy at work ICT INTENSITY NON-ROUTINE INTENSITY Source: Survey of Adult Skills (2012, 2015) 21
  • 22. Less digital workplaces lead to skills obsolescence – more digitalization fosters skills 250 260 270 280 290 0 2 4 6 8 10 Expected problem solving skills Years since leaving education most digital workplace (above median in both non-routine and ICT intensities) less digital workplace (below median) Source: Survey of Adult Skills (2012, 2015) 22
  • 23. Digitalisation drives the need for further learning 23 0 10 20 30 40 50 Lower secondary or less Upper secondary Post-secondary, non-tertiary Tertiary – professional degree Tertiary – bachelor degree Tertiary – master / research degree Share of workers reporting needing further training for their job by education level (%) highly digital environment poorly digital environment
  • 24. 24 Digitalization opens up many channels and opportunities for learning 0 20 40 60 80 100 Doing an online course Communicating with instructors or students using educational websites/portals Online learning material other than a complete online course Consulting wikis (to obtain knowledge ) Seeking health information Participating in social networks Reading online news sites/newspapers/news magazines Share of individuals in European Union (28 countries) 2017 or most recent 2011 or latest
  • 25. • In the digital age, the lifelong learning imperative evolves from a noble, but soft idea into a hard reality • Qualifications don’t last a lifetime, their benefits need to be upheld by experience, skills and skills use • Concentrating educational investment in the first third of a lifetime doesn’t make sense anymore • Learning opportunities abound, barriers fade away, but pressures also increase • Lifelong learning urges higher education to rethink its place in the learning life-course 25 Lifelong learning
  • 26. 26 The reinforcement of skills use and learning Adult participation in formal and/or non-formal education, by frequency of use of reading skills in everyday life (2012 or 2015) 0 10 20 30 40 50 60 70 80 90 Finland Denmark Sweden Israel Netherlands Estonia NewZealand Norway Slovenia Korea UnitedStates Chile Singapore Spain Canada Australia OECDaverage Ireland Poland EU22average Lithuania CzechRepublic Germany England(UK) Flanders… Turkey Northern… Austria Jakarta… Japan SlovakRepublic Italy Greece France Russian… % Participation among adults with the highest frequency of use of reading skills in everyday life Participation among adults with the lowest frequency of use of reading skills in everyday life
  • 28. 28 Higher education is not yet attracting older learners Enrolment rates by age in OECD countries (2017) 0 10 20 30 40 50 60 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 % Years of age Upper secondary general programmes Upper secondary vocational programmes Post-secondary non-tertiary All tertiary
  • 29. Transforming education in a digital world is not what keeps leaders awake at night The Chronicle of Higher Education, 5 Feb 2015 29
  • 30. It is NOT a revolution 30
  • 31. • Digital supply of education and new credentials are growing slower than expected, often concentrated in a few fields of study and increasingly integrated in regular educational delivery • For many employers the signalling value of qualifications is still important, but they are also considering other evidence of skills and learning • Students still seem to have a preference for regular courses and qualifications 31 Change is real, but slow – higher education has the opportunity to adjust
  • 32. AGAIN, IT’S ALL ABOUT QUALITY 32
  • 33. • There are real concerns among employers, students and the wider society about unregulated educational delivery and credentials • In a digital world, trustworthiness is everything, but traditional forms of reputation provide a vulnerable defence • Thinking that regular qualifications will gain from distrust in the quality of alternative credentials is short-sighted • The higher education and quality assurance communities have a shared interest in dealing positively with the quality issues emerging from new realities 33 The quality issue is real, urgent and shared
  • 34. Good evidence that the training scheme or micro-credential enables learners to achieve the intended outcomes and purpose Good evidence that the training scheme or micro-credential is made up of components structured in a coherent way to achieve the outcomes and addresses the relevant needs of learners (if applicable) Good evidence that the education organisation has the capability and resources to provide the training scheme or micro- credential Good evidence that the education organisation can manage the impacts of any specific training scheme or micro-credential requirements No significant gaps or weaknesses in the training scheme or micro-credential No significant gaps or weaknesses in the self-assessment report, and/or the underlying capability and resources of the organisation Demonstrable evidence that the learning outcomes and activities match the purpose of the micro-credential Evidence the micro-credential addresses the identified unmet skill needs and is required or supported by relevant industries, employers or communities Evidence that the micro-credential is in addition to current learning, and typically does not duplicate current quality-assured learning approved by NZQA 34 Standards and quality frameworks are being developed to address new realities Source: New Zealand Qualifications Authority (2019[7]), Guidelines for applying for approval of a training scheme or a micro-credential, www.nzqa.govt.nz/providers-partners/approval-accreditation-and- registration/micro-credentials/guidelines-training-scheme-micro-credential/
  • 35. New Zealand Qualifications Authority (2018) Expert Panel for Review of Australian Qualifications Framework (2019) New Paradigms in Recognition project (2018) European MOOC Consortium (2019) German Forum for Higher Education in Digital Age (2019) US Council for Higher Education Accreditation (2019) Rutgers’ School of Management and Labour Relations and Lumina Foundation (2019) Intended learning outcomes ○ ○ ○ ○ ○ ○ ○ Qualifications ○ ○ ○ ○ ○ ○ ○ Verification / assessment ○ ○ ○ ○ ○ ○ ○ Workload ○ (up to 40 credits) ○ ○ ○ (100-150 hours) ○ (100-150 hours / 3-5 ECTS) ○ Verification of learner identity ○ ○ ○ ○ ○ Accreditation / recognition ○ ○ ○ ○ Employers’ demand ○ ○ ○ ○ Level ○ ○ (EQF level 6-7) ○ (EQF level 6-7) ○ Provider's capability ○ ○ ○ ○ External or internal review ○ ○ ○ Learners’ demand ○ ○ ○ Mission / purpose ○ ○ ○ Absence of significant weaknesses ○ Accessibility and affordability ○ Labour market outcomes ○ Non-duplication ○ Orientation ○ Stackability ○ Transparency ○ 35 Examples of recent QA frameworks for alternative credentials
  • 36. • QA should not only look at the institutional supply side, but at the quality of the learning and learning outcomes • Coping with the fact that learners combine various routes and practices of learning, formal as well as non-formal and informal • Quality of assessment practices and trustworthiness of credentials is becoming a critically important area of work • Stronger voice of employers, society at large and learners themselves in QA is to be welcomed 36 Fundamental challenges remain