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Using Data Analytics for Further Education and
Skills
The Manchester Example
Introduction: potential of data analytics
Martin Hall, Emeritus Professor, Graduate School of Business
University of CapeTown
jisc.ac.uk
Except where otherwise noted, this work
is licensed under CC-BY-NC-ND
> >
A case study
Sue Attewell
Head of Change
Further Education and Change, Jisc
Balancing local needs with
city region planning
3
Hopwood Hall College
4
What do you do when you need to be part of
the city region plan for accelerating
apprenticeship starts, but you have a severe
shortage of local firms for absorption?
How do you reconcile the dependency of
learners on campus proximity and affordable
transport routes with the rationalisation of
provision across the city region?
jisc.ac.uk
Except where otherwise noted, this work
is licensed under CC-BY-NC-ND
> >
View from a college
James Mortlock
Director of Management Information
Salford City College
Providing clear information
on competencies for
learners and employers
6Slide
Salford City College
7
How can better management information be
developed, that provides both learners and
employers with a clear and accurate
understanding of the relationship between
college programmes, the attainment of
competencies and formal qualifications?
This case will build on the Greater Manchester
Chamber of Commerce’s analysis of the skills
needs of the construction sector, both in the
Northwest and in the London region
jisc.ac.uk
Except where otherwise noted, this work
is licensed under CC-BY-NC-ND
> >
View from the city region
Christian Spence
Head of Business Intelligence
Greater Manchester Chamber of
Commerce
Priorities for city region
planning and for employers
Following on from the two college
views, how can employers be
connected more effectively with the
Further Education and skills training
and qualification pipeline?
How can this kind of information be
integrated into city region planning
– in Manchester, the responsibility
of the Commission for the New
Economy?
Greater Manchester’s SkillsVision -
GM’s Work and Skills Strategy and Priorities 2016 to 2019
1. Improving careers education, information, advice and guidance (CEIAG)
2. Reforming the work and skills systems to focus on outcomes not outputs
3. Developing Greater Manchester’s work and skills infrastructure to meet needs of the economy
4. Improving attainment from compulsory education
5. Strengthening employer engagement
6. Growing the quality and quantity of apprenticeships
7. Developing higher level skills
8. Redesigning universal support provision
9. Developing specialist support for hard-to-reach groups
10.Ensuring Greater Manchester commissioned programmes have a skills and work focus
Industrial Strategy: Construction 2025
• Encourage more non-government owned pipelines to
build a better picture of future demand
• Develop and refine the pipeline of future work
opportunities and make it more useable for all
construction businesses
• Work with academic and research communities to bring
forward more research, development and
demonstration to the wider industry and work to
remove barriers to innovation
Labour and training supply
• 75% average increase in skills volumes
• Key skills shortages in certain sectors
 Building envelope
 Steel erection
 Formwork joinery
 Glaziers
 Civil engineering
• Greater requirement for competency-based training
Competency-based training
NVQ (Competency
Based)
Non-NVQ (without
competency)
0
50
100
150
SOC06
SOC14
SOC15
SOC16
SOC21
SOC23
Structural & Building Envelope Training
Requirements
Average 2010-2013 Average 2014-2017
Competency-based training supply
• Trades with notional over-supply are actually under-
supplied when competency is taken into account
• Entry-level qualifications can provide a route into
further training that is competency-based
• Data suggests that this rarely happens
• Overall supply into construction FE sufficient, but poorly
targeted with little retention
-100%
-50%
0%
50%
100%
150%
200%
Soc04Woodtrades
andinteriorfit-out
Soc18Electrical
tradesand…
Soc19Plumbingand
heating,ventilation,…
Soc02Construction
managers
Soc07Paintersand
decorators
All Qualifications
NVQ (Competency Based)
jisc.ac.uk
Except where otherwise noted, this work
is licensed under CC-BY-NC-ND
> >
View from Jisc
Sue Attewell
Head of Change, Further Education and
Skills
Jisc
Power of data analytics
Slide
Secure data processing environment
Technical infrastructure bound by legal agreements to ensure data and
dashboards are secure
Summary of Analytics Labs approach
As an outreach officer
When planning widening
participation recruitment
I want to better
understand
student demographics
So I can achieve my targets
in the most efficient way
Consulted with 400+ staff
from 130 Universities
Engaged four cohorts of
teams; 84 staff /
52 Universities / 4 colleges
Developing
data and
analytics
capability
through
participation
Discussion
Panel and session participants

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Embracing local devolution - two college's intriguing insights into responding to this agenda

  • 1. Using Data Analytics for Further Education and Skills The Manchester Example
  • 2. Introduction: potential of data analytics Martin Hall, Emeritus Professor, Graduate School of Business University of CapeTown
  • 3. jisc.ac.uk Except where otherwise noted, this work is licensed under CC-BY-NC-ND > > A case study Sue Attewell Head of Change Further Education and Change, Jisc Balancing local needs with city region planning 3
  • 4. Hopwood Hall College 4 What do you do when you need to be part of the city region plan for accelerating apprenticeship starts, but you have a severe shortage of local firms for absorption? How do you reconcile the dependency of learners on campus proximity and affordable transport routes with the rationalisation of provision across the city region?
  • 5.
  • 6. jisc.ac.uk Except where otherwise noted, this work is licensed under CC-BY-NC-ND > > View from a college James Mortlock Director of Management Information Salford City College Providing clear information on competencies for learners and employers 6Slide
  • 7. Salford City College 7 How can better management information be developed, that provides both learners and employers with a clear and accurate understanding of the relationship between college programmes, the attainment of competencies and formal qualifications? This case will build on the Greater Manchester Chamber of Commerce’s analysis of the skills needs of the construction sector, both in the Northwest and in the London region
  • 8.
  • 9. jisc.ac.uk Except where otherwise noted, this work is licensed under CC-BY-NC-ND > > View from the city region Christian Spence Head of Business Intelligence Greater Manchester Chamber of Commerce Priorities for city region planning and for employers
  • 10. Following on from the two college views, how can employers be connected more effectively with the Further Education and skills training and qualification pipeline? How can this kind of information be integrated into city region planning – in Manchester, the responsibility of the Commission for the New Economy?
  • 11. Greater Manchester’s SkillsVision - GM’s Work and Skills Strategy and Priorities 2016 to 2019 1. Improving careers education, information, advice and guidance (CEIAG) 2. Reforming the work and skills systems to focus on outcomes not outputs 3. Developing Greater Manchester’s work and skills infrastructure to meet needs of the economy 4. Improving attainment from compulsory education 5. Strengthening employer engagement 6. Growing the quality and quantity of apprenticeships 7. Developing higher level skills 8. Redesigning universal support provision 9. Developing specialist support for hard-to-reach groups 10.Ensuring Greater Manchester commissioned programmes have a skills and work focus
  • 12. Industrial Strategy: Construction 2025 • Encourage more non-government owned pipelines to build a better picture of future demand • Develop and refine the pipeline of future work opportunities and make it more useable for all construction businesses • Work with academic and research communities to bring forward more research, development and demonstration to the wider industry and work to remove barriers to innovation
  • 13. Labour and training supply • 75% average increase in skills volumes • Key skills shortages in certain sectors  Building envelope  Steel erection  Formwork joinery  Glaziers  Civil engineering • Greater requirement for competency-based training Competency-based training NVQ (Competency Based) Non-NVQ (without competency) 0 50 100 150 SOC06 SOC14 SOC15 SOC16 SOC21 SOC23 Structural & Building Envelope Training Requirements Average 2010-2013 Average 2014-2017
  • 14. Competency-based training supply • Trades with notional over-supply are actually under- supplied when competency is taken into account • Entry-level qualifications can provide a route into further training that is competency-based • Data suggests that this rarely happens • Overall supply into construction FE sufficient, but poorly targeted with little retention -100% -50% 0% 50% 100% 150% 200% Soc04Woodtrades andinteriorfit-out Soc18Electrical tradesand… Soc19Plumbingand heating,ventilation,… Soc02Construction managers Soc07Paintersand decorators All Qualifications NVQ (Competency Based)
  • 15. jisc.ac.uk Except where otherwise noted, this work is licensed under CC-BY-NC-ND > > View from Jisc Sue Attewell Head of Change, Further Education and Skills Jisc Power of data analytics Slide
  • 16. Secure data processing environment Technical infrastructure bound by legal agreements to ensure data and dashboards are secure
  • 17. Summary of Analytics Labs approach As an outreach officer When planning widening participation recruitment I want to better understand student demographics So I can achieve my targets in the most efficient way Consulted with 400+ staff from 130 Universities Engaged four cohorts of teams; 84 staff / 52 Universities / 4 colleges Developing data and analytics capability through participation
  • 18.

Notes de l'éditeur

  1. This shows the percentage of a qual that is competence based
  2. GM’s work and skills priorities are very much targeted around better matching skills provision to local labour market demands and removing barriers into employment Improving careers education, information, advice and guidance (CEIAG) Reforming the work and skills systems to focus on outcomes not outputs Rather than only measuring number of qualifications, different local outcome frameworks will be designed that are jointly developed by a wide range of stakeholders in GM to support sustainable employment and career progression Drawing out competency and knowledge based elements of qualifications will support that Developing Greater Manchester’s work and skills infrastructure to meet needs of the economy Providing general FE at level 3 and below in all GM districts Also establishing centres of excellence to provide specialist skills at level 3 and above Improving attainment from compulsory education Strengthening employer engagement to ensure an employer led skills system Breaking out competency and knowledge based elements of qualifications will again support that