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Innovative Competence,
How does Ireland fare and
does it matter?
Dr. Tom McDonnell
Senior Economist
NERI (Nevin Economic Research Institute)
Dublin
Tom.mcdonnell@nerinstitute.net
NERI Seminar Series
25th January 2017
1
ECONOMIC GROWTH, PRODUCTIVITY
AND TECHNICAL CHANGE
Part 1
2
Technical progress and
economic change
• Stories of economic growth and human history are stories of technological change and
changing beliefs and ideas.
– New ideas and technologies are the fodder for economic growth
– Diminishing returns to capital and labour make it impossible to sustain economic growth
in the absence of productivity improvements.
• Arrow (1962, 1991)
– Learning by doing raises the marginal productivity of capital over time
– “the cost of acquiring knowledge is independent of the scale on which it is eventually
used, yet the benefit obtained very much depends on the scale at which it is eventually
used.”
– Inexhaustibility of knowledge generates increasing returns to scale
• Cost of knowledge is the main determinant of the rate of technological change
– Romer (1990): ‘influencing the cost of finding new ideas’ is the key to economic growth
3
Growth parameters
• The key parameters underlying future prospects for the Irish economy are:
– The investment rate
– Demographic changes
– Participation and unemployment rates
– Total Factor Productivity
• Ireland’s growth potential depends on the economy’s ability to generate
productivity gains year-on-year.
– Productivity growth in Ireland has been on a downward trend for over
20 years.
– Productivity is almost everything…. and policy can influence
productivity.
4
OECD forecasts for contribution to growth in
GDP per capita; 2000-2060 (annual average)
Productivity
(MFP) will be
almost
everything…….
5
Differences in income per capita mostly reflect
labour productivity gaps
Source: OECD 2015, Going for Growth Database
Ireland
Percentage differences in labour resource
utilisation and labour productivity compared with
the upper half of OECD countries, 2013
USA
Marginal scope for productivity catch-up
Some scope for higher labour resource utilisation
6
Modern growth theory
(selected)
• New growth models: technological change as endogenous
– Growth process driven by purposive accumulation of human and physical capital
together with the production of new knowledge, often created through R&D activities,
and the diffusion of that knowledge.
– Inability of knowledge producers to fully internalise the benefits of investing in R&D, as
well as uncertainty of production, reduces incentive to undertake such activity.
• Policy - provides rationale for activist technology policy (R&D subsidies/tax
breaks/education spending/fiscal and other supports for enabling technologies,
knowledge infrastructure and technology diffusion)
• Evolutionary models: economic change as historically grounded path-dependent process
– Innovation is blind (stochastic process).
– Individuals and organisations with bounded rationality learn and search experimentally
in uncertain and permanently changing environments and with uncertain outcomes.
• Policy - role of government is to create an environment and set of incentives that
encourages innovation, removes blockages or barriers, and that supports the
diffusion of innovations at the individual, organisational and economic system
levels
7
Modern growth theory
(selected)
• Complexity models: economic change through exploitation of increasing returns from new
innovations
– Economy is a complex adaptive system with emergent properties.
– Optimal outcomes cannot be guaranteed; new possibilities continuously emerging as
part of a dynamic process within the system
• Policy - innovation is enhanced by having an open society with the rate of
innovation a function of the prevailing socio-economic environment, including
beliefs, types of knowledge flows, sets of incentives, and legal, political and cultural
rules of the game
• Neo Schumpeterian models elements of the new growth framework; technological change
as path-dependent process and economy as complex system.
– Competition between innovations, rather than between firms, is central force propelling
economic growth.
– Process of economic upheaval and change seen as perpetual.
• Policy - tries to reconcile the other schools – stresses the importance of innovation
inputs – main inputs to innovation are public and private expenditures and the
publicly available stock of innovations
8
Technology Diffusion
Models of diffusion:
• Epidemic model; Discrete choice model; Complex Network Models;
Percolation Models
Enablers
• Transport and communication technologies
– Connectivity, access to knowledge
• Effective population size and density
– Proximity and spillover, super-linear scaling
• Education and human capital
– Competence, creativity, openness to new ideas
• Institutions
– Rules of the game, cost of knowledge, returns to innovation
Innovative and absorptive capacity……
9
National Innovative capacity
• The ability to generate original ideas and communicate and assimilate existing
innovations.
– A function of education levels, compatible institutions, knowledge flows, the
quality of capital markets and government policies that support R&D (the
innovation system).
• The production and diffusion of innovations can be incentivised through measures
to increase the productivity of R&D and other knowledge production activities.
– E.g. reducing the cost of innovation inputs (subsidies/tax breaks) or improving
the quality and efficiency of those inputs (education)
• Increasing the productivity of knowledge production:
– Invest in human capital. This is because human capital is a complement to the
production and exploitation of ideas
– Support and invest in technologies which themselves reduce the cost of
knowledge search and the diffusion of useful ideas (e.g. broadband)
10
INNOVATIVE COMPETENCE
Part 2
11
Innovation Systems
• A system of innovation comprises:
1. The institutions engaged in innovation related activities (STI Actors)
2. The environment in which these institutions operate and
3. The linkages between these institutions
• Policy Evolution:
– Telesis (1982) – criticised narrow focus of industrial policy
– Culliton (1992) - highlighted need to move progressively into higher
productivity areas
– Technology Foresight Exercise and the National Development Plan (2000-
2006)
– SST&I 2006-2013 and Research Prioritisation Exercise (2006-15)
– Innovation 2020
12
Irish STI Actors
STI Actor Role Examples Sample Contributions
Policy Maker Government Departments
(DJEI, Taoiseach, Finance, Expenditure,
Education)
European Commission
Strategic Direction, Funding
Policy Enactor Public Agencies
(e.g. SFI, HEA, EI, IDA, IRC, KTI)
Coordination, Regulation,
Programme funding
Technology Producer Enterprises, Academia,
Research Institutes
Knowledge, Skills, Products
Technology User Enterprises, Industries,
Foreign and domestic
markets
Demand, Spillover, Feedback
Technology Lobbyist Academia, Industry Groups,
Business and Consumer
Groups
Analysis, Information,
Demand
13
European Innovation
Scoreboard – Enablers
(data for indicators ranges from 2011to 2015)
14
Category Indicators ROI EU
Human resources New doctorate graduates per 1000 population aged 25-34 2.1 1.8
Percentage population aged 30-34 having completed tertiary
education
52.3 38.5
Percentage youth aged 20-24 having attained at least upper
secondary level education
92.8 82.6
Open, excellent and
attractive research
systems
International scientific co-publications per million population 1,080 459
Scientific publications among the top 10% most cited publications
worldwide as percentage of total scientific publications of the
country
11.7 10.5
Non-EU doctorate students as percentage of all doctorate students 14.3 17.8
Finance and support R&D expenditure in the public sector as a percentage of GDP 0.40 0.72
Venture capital investment as a percentage of GDP 0.086 0.063
European Innovation
Scoreboard – Firm Activities
(data for indicators ranges from 2011to 2015)
15
Category Indicators ROI EU
Firminvestments R&Dexpenditure in the business sector asa percentage of GDP 1.11 1.30
Non-R&D innovationexpenditure aspercentageof total turnover 0.39 0.69
Linkages &
entrepreneurship
SMEs innovating in-house aspercentage ofall SMEs 38.8 28.7
InnovativeSMEs co-operatingwith others (percentage ofall SMEs) 12.0 10.3
Public-private scientific co-publications per million population 34.3 33.9
Intellectual assets Patent CooperationTreaty(PCT) patent applications per billionGDP(in
PPS€)
2.40 3.53
Patent CooperationTreaty(PCT) patent applications insocietal
challenges perbillion GDP(inPPS€)
0.65 1.01
Community trademarks per billion GDP(inPPS€) 6.03 6.09
Community designs perbillionGDP(inPPS€) 1.59 4.44
European Innovation
Scoreboard – Outputs
(data for indicators ranges from 2011to 2015)
16
Category Indicators ROI EU
Innovators SMEsintroducingproductorprocessinnovationsaspercentageofSMEs 35.7 30.6
SMEsintroducingmarketingororganizationalinnovationsaspercentageofSMEs 49.6 36.2
Employmentinfastgrowingfirmsofinnovativesectors(percentageoftotal
employment)
23.4 18.8
Economic
effects
Employmentinknowledge-intensiveactivitiesaspercentageoftotalemployment 20.2 13.9
Medium&hightechproductexportsaspercentageoftotalproductexports 52.1 56.1
Knowledge-intensiveservicesexportsaspercentageoftotalservicesexports 88.5 63.1
Salesofnew-to-marketandnew-to-firminnovationsaspercentageofturnover 9.3 12.4
LicensesandpatentrevenuesfromabroadaspercentageofGDP 2.53 0.54
Public R&D Expenditures
(% of GDP and GNP)
(European Commission, 2016)
17
Enterprise development agencies provided €149 million to support in-company R&D in 2013.
An R&D tax credit was introduced in 2004 the cost of which appear to have been circa €500 million in 2014.
A Knowledge Development Box (KDI) was introduced in Budget 2016 to encourage R&D in Ireland.
Public spending on R&D was
€843 million in 2015
2015 ratios will be revised down to reflect
impact of Ireland’s 2015 output surge
Per capita spend on public sector R&D, 2015
selected high income economies, (€)
(Eurostat)
18
Figures shown are the combined totals for government and higher education R&D expenditure.
Definition differs for Germany, Netherland and the United States.
Data is 2014 for Japan, South Korea and Switzerland and 2013 for the United States.
Public and Private R&D expenditure (GERD),
% GDP, 2014 or latest data
(Eurostat, 2016; OECD, 2016))
• Ireland 1.5%
– EU 2.0%,
– OECD 2.4%
– UK 1.7%,
– USA 2.8%,
– Germany 2.9%,
– Switzerland 3.0%,
– Denmark 3.1%,
– Japan 3.5%
• Berlitz et al. (2015) find that an increase of one percentage point of R&D spending
in the economy leads to a short-term average increase in GDP growth of
approximately 0.05 to 0.15 percentage points.
19
Public spending on education institutions
per pupil (FTE) in 2013, selected countries (PPS)
(Eurostat)
20
Seeding Productivity Growth:
Education and Skills
• Labour productivity increases as learning and experience increase
• Human capital not only enhances labour productivity but is also a necessary input for innovation and
technology adoption
• Strong education systems are empirically associated with increases in the long-run rate of per capita
economic growth
• OECD contends half of the growth achieved by OECD countries since WWII has been driven by
progress in education Education spending, % GDP, 2014
(COFOG basis, Eurostat 2016)
Ireland 4.3%
EU 4.9%,
UK 5.2%,
Switzerland 6.0%,
Finland 6.4%,
Sweden 6.6%,
Denmark 7.2%
Fixed Broadband Penetration Rates,
Subscriptions per 100 persons
(OECD, 2017)
22
Ireland’s household penetration rate was 65% in 2015 and 54% in rural areas
compared to 72% in the EU and 63% in rural areas (European Commission, 2017)
Next generation access (June 2015):
• ROI (79.7% overall, 24.9% rural)
• EU (70.9% overall, 27.8% rural)
ROI ranks 26th in the EU for
access to high-speed fibre
broadband
SUGGESTIONS
Part 3
23
Think long-term
• The world is changing – Brexit/Trump/CCCTB etc.
• There is a danger of reacting with short-term panic responses e.g. subsidies for interest
groups or tax cuts to stimulate domestic demand
• This would be a mistake
• Better to focus on the long-run productive capacity of the economy – this is the only strategy
with offers even the potential to sustain ongoing quality of life improvements
– Key to this is the economy’s innovative competence
• Boosting innovative competence is the best response to shifts in the global economy – and
shifts are guaranteed!
• Ireland’s innovation performance is reasonably strong but has key weaknesses.
– Most notably the volume of innovation inputs
• Fiscal space is limited but there is sufficient space to increase public spending on R&D and
education
• Innovation 2020 should be more ambitious
• What about indigenous Irish BERD?
24
Direction of Reforms
1. Increase spending on basic and applied research as % of GDP and on seed funding for high
potential start-ups. Increase per pupil spending on education.
2. Incentivise (subsidise) take-up of science, technology, engineering and mathematics (STEM)
courses at undergraduate and postgraduate levels and support attractive career paths for
STEM workers.
3. Establish a state investment bank to raise affordable and patient funding for innovating
enterprise (equity stakes) – the ‘entrepreneurial state’.
4. Explore potential for grants to SMEs for adoption of new technology.
5. Increase support for horizontal linkages between the state, higher level institutes and
enterprise – coordinate networks of firms through. government schemes - is a ‘one-stop-
shop for enterprises’ a good idea?
6. Address market failures in the provision of high speed broadband to rural areas.
7. Have independent and regular evaluation of innovation policy tools (OECD).
8. Provide for multi-year funding envelopes and consolidate funding and actions into a small
number of agencies (OECD).
Mazzucato (2013): “Germany’s competitiveness strategy has been driven by its ability to build a
strong innovation system, with patient long-term finance (e.g. KfW), strong science industry links
(Fraunhofer institutes) and above average R&D/GDP spending”
25

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Slides from NERI Seminar on Innovation 25 Jan 17

  • 1. Innovative Competence, How does Ireland fare and does it matter? Dr. Tom McDonnell Senior Economist NERI (Nevin Economic Research Institute) Dublin Tom.mcdonnell@nerinstitute.net NERI Seminar Series 25th January 2017 1
  • 2. ECONOMIC GROWTH, PRODUCTIVITY AND TECHNICAL CHANGE Part 1 2
  • 3. Technical progress and economic change • Stories of economic growth and human history are stories of technological change and changing beliefs and ideas. – New ideas and technologies are the fodder for economic growth – Diminishing returns to capital and labour make it impossible to sustain economic growth in the absence of productivity improvements. • Arrow (1962, 1991) – Learning by doing raises the marginal productivity of capital over time – “the cost of acquiring knowledge is independent of the scale on which it is eventually used, yet the benefit obtained very much depends on the scale at which it is eventually used.” – Inexhaustibility of knowledge generates increasing returns to scale • Cost of knowledge is the main determinant of the rate of technological change – Romer (1990): ‘influencing the cost of finding new ideas’ is the key to economic growth 3
  • 4. Growth parameters • The key parameters underlying future prospects for the Irish economy are: – The investment rate – Demographic changes – Participation and unemployment rates – Total Factor Productivity • Ireland’s growth potential depends on the economy’s ability to generate productivity gains year-on-year. – Productivity growth in Ireland has been on a downward trend for over 20 years. – Productivity is almost everything…. and policy can influence productivity. 4
  • 5. OECD forecasts for contribution to growth in GDP per capita; 2000-2060 (annual average) Productivity (MFP) will be almost everything……. 5
  • 6. Differences in income per capita mostly reflect labour productivity gaps Source: OECD 2015, Going for Growth Database Ireland Percentage differences in labour resource utilisation and labour productivity compared with the upper half of OECD countries, 2013 USA Marginal scope for productivity catch-up Some scope for higher labour resource utilisation 6
  • 7. Modern growth theory (selected) • New growth models: technological change as endogenous – Growth process driven by purposive accumulation of human and physical capital together with the production of new knowledge, often created through R&D activities, and the diffusion of that knowledge. – Inability of knowledge producers to fully internalise the benefits of investing in R&D, as well as uncertainty of production, reduces incentive to undertake such activity. • Policy - provides rationale for activist technology policy (R&D subsidies/tax breaks/education spending/fiscal and other supports for enabling technologies, knowledge infrastructure and technology diffusion) • Evolutionary models: economic change as historically grounded path-dependent process – Innovation is blind (stochastic process). – Individuals and organisations with bounded rationality learn and search experimentally in uncertain and permanently changing environments and with uncertain outcomes. • Policy - role of government is to create an environment and set of incentives that encourages innovation, removes blockages or barriers, and that supports the diffusion of innovations at the individual, organisational and economic system levels 7
  • 8. Modern growth theory (selected) • Complexity models: economic change through exploitation of increasing returns from new innovations – Economy is a complex adaptive system with emergent properties. – Optimal outcomes cannot be guaranteed; new possibilities continuously emerging as part of a dynamic process within the system • Policy - innovation is enhanced by having an open society with the rate of innovation a function of the prevailing socio-economic environment, including beliefs, types of knowledge flows, sets of incentives, and legal, political and cultural rules of the game • Neo Schumpeterian models elements of the new growth framework; technological change as path-dependent process and economy as complex system. – Competition between innovations, rather than between firms, is central force propelling economic growth. – Process of economic upheaval and change seen as perpetual. • Policy - tries to reconcile the other schools – stresses the importance of innovation inputs – main inputs to innovation are public and private expenditures and the publicly available stock of innovations 8
  • 9. Technology Diffusion Models of diffusion: • Epidemic model; Discrete choice model; Complex Network Models; Percolation Models Enablers • Transport and communication technologies – Connectivity, access to knowledge • Effective population size and density – Proximity and spillover, super-linear scaling • Education and human capital – Competence, creativity, openness to new ideas • Institutions – Rules of the game, cost of knowledge, returns to innovation Innovative and absorptive capacity…… 9
  • 10. National Innovative capacity • The ability to generate original ideas and communicate and assimilate existing innovations. – A function of education levels, compatible institutions, knowledge flows, the quality of capital markets and government policies that support R&D (the innovation system). • The production and diffusion of innovations can be incentivised through measures to increase the productivity of R&D and other knowledge production activities. – E.g. reducing the cost of innovation inputs (subsidies/tax breaks) or improving the quality and efficiency of those inputs (education) • Increasing the productivity of knowledge production: – Invest in human capital. This is because human capital is a complement to the production and exploitation of ideas – Support and invest in technologies which themselves reduce the cost of knowledge search and the diffusion of useful ideas (e.g. broadband) 10
  • 12. Innovation Systems • A system of innovation comprises: 1. The institutions engaged in innovation related activities (STI Actors) 2. The environment in which these institutions operate and 3. The linkages between these institutions • Policy Evolution: – Telesis (1982) – criticised narrow focus of industrial policy – Culliton (1992) - highlighted need to move progressively into higher productivity areas – Technology Foresight Exercise and the National Development Plan (2000- 2006) – SST&I 2006-2013 and Research Prioritisation Exercise (2006-15) – Innovation 2020 12
  • 13. Irish STI Actors STI Actor Role Examples Sample Contributions Policy Maker Government Departments (DJEI, Taoiseach, Finance, Expenditure, Education) European Commission Strategic Direction, Funding Policy Enactor Public Agencies (e.g. SFI, HEA, EI, IDA, IRC, KTI) Coordination, Regulation, Programme funding Technology Producer Enterprises, Academia, Research Institutes Knowledge, Skills, Products Technology User Enterprises, Industries, Foreign and domestic markets Demand, Spillover, Feedback Technology Lobbyist Academia, Industry Groups, Business and Consumer Groups Analysis, Information, Demand 13
  • 14. European Innovation Scoreboard – Enablers (data for indicators ranges from 2011to 2015) 14 Category Indicators ROI EU Human resources New doctorate graduates per 1000 population aged 25-34 2.1 1.8 Percentage population aged 30-34 having completed tertiary education 52.3 38.5 Percentage youth aged 20-24 having attained at least upper secondary level education 92.8 82.6 Open, excellent and attractive research systems International scientific co-publications per million population 1,080 459 Scientific publications among the top 10% most cited publications worldwide as percentage of total scientific publications of the country 11.7 10.5 Non-EU doctorate students as percentage of all doctorate students 14.3 17.8 Finance and support R&D expenditure in the public sector as a percentage of GDP 0.40 0.72 Venture capital investment as a percentage of GDP 0.086 0.063
  • 15. European Innovation Scoreboard – Firm Activities (data for indicators ranges from 2011to 2015) 15 Category Indicators ROI EU Firminvestments R&Dexpenditure in the business sector asa percentage of GDP 1.11 1.30 Non-R&D innovationexpenditure aspercentageof total turnover 0.39 0.69 Linkages & entrepreneurship SMEs innovating in-house aspercentage ofall SMEs 38.8 28.7 InnovativeSMEs co-operatingwith others (percentage ofall SMEs) 12.0 10.3 Public-private scientific co-publications per million population 34.3 33.9 Intellectual assets Patent CooperationTreaty(PCT) patent applications per billionGDP(in PPS€) 2.40 3.53 Patent CooperationTreaty(PCT) patent applications insocietal challenges perbillion GDP(inPPS€) 0.65 1.01 Community trademarks per billion GDP(inPPS€) 6.03 6.09 Community designs perbillionGDP(inPPS€) 1.59 4.44
  • 16. European Innovation Scoreboard – Outputs (data for indicators ranges from 2011to 2015) 16 Category Indicators ROI EU Innovators SMEsintroducingproductorprocessinnovationsaspercentageofSMEs 35.7 30.6 SMEsintroducingmarketingororganizationalinnovationsaspercentageofSMEs 49.6 36.2 Employmentinfastgrowingfirmsofinnovativesectors(percentageoftotal employment) 23.4 18.8 Economic effects Employmentinknowledge-intensiveactivitiesaspercentageoftotalemployment 20.2 13.9 Medium&hightechproductexportsaspercentageoftotalproductexports 52.1 56.1 Knowledge-intensiveservicesexportsaspercentageoftotalservicesexports 88.5 63.1 Salesofnew-to-marketandnew-to-firminnovationsaspercentageofturnover 9.3 12.4 LicensesandpatentrevenuesfromabroadaspercentageofGDP 2.53 0.54
  • 17. Public R&D Expenditures (% of GDP and GNP) (European Commission, 2016) 17 Enterprise development agencies provided €149 million to support in-company R&D in 2013. An R&D tax credit was introduced in 2004 the cost of which appear to have been circa €500 million in 2014. A Knowledge Development Box (KDI) was introduced in Budget 2016 to encourage R&D in Ireland. Public spending on R&D was €843 million in 2015 2015 ratios will be revised down to reflect impact of Ireland’s 2015 output surge
  • 18. Per capita spend on public sector R&D, 2015 selected high income economies, (€) (Eurostat) 18 Figures shown are the combined totals for government and higher education R&D expenditure. Definition differs for Germany, Netherland and the United States. Data is 2014 for Japan, South Korea and Switzerland and 2013 for the United States.
  • 19. Public and Private R&D expenditure (GERD), % GDP, 2014 or latest data (Eurostat, 2016; OECD, 2016)) • Ireland 1.5% – EU 2.0%, – OECD 2.4% – UK 1.7%, – USA 2.8%, – Germany 2.9%, – Switzerland 3.0%, – Denmark 3.1%, – Japan 3.5% • Berlitz et al. (2015) find that an increase of one percentage point of R&D spending in the economy leads to a short-term average increase in GDP growth of approximately 0.05 to 0.15 percentage points. 19
  • 20. Public spending on education institutions per pupil (FTE) in 2013, selected countries (PPS) (Eurostat) 20
  • 21. Seeding Productivity Growth: Education and Skills • Labour productivity increases as learning and experience increase • Human capital not only enhances labour productivity but is also a necessary input for innovation and technology adoption • Strong education systems are empirically associated with increases in the long-run rate of per capita economic growth • OECD contends half of the growth achieved by OECD countries since WWII has been driven by progress in education Education spending, % GDP, 2014 (COFOG basis, Eurostat 2016) Ireland 4.3% EU 4.9%, UK 5.2%, Switzerland 6.0%, Finland 6.4%, Sweden 6.6%, Denmark 7.2%
  • 22. Fixed Broadband Penetration Rates, Subscriptions per 100 persons (OECD, 2017) 22 Ireland’s household penetration rate was 65% in 2015 and 54% in rural areas compared to 72% in the EU and 63% in rural areas (European Commission, 2017) Next generation access (June 2015): • ROI (79.7% overall, 24.9% rural) • EU (70.9% overall, 27.8% rural) ROI ranks 26th in the EU for access to high-speed fibre broadband
  • 24. Think long-term • The world is changing – Brexit/Trump/CCCTB etc. • There is a danger of reacting with short-term panic responses e.g. subsidies for interest groups or tax cuts to stimulate domestic demand • This would be a mistake • Better to focus on the long-run productive capacity of the economy – this is the only strategy with offers even the potential to sustain ongoing quality of life improvements – Key to this is the economy’s innovative competence • Boosting innovative competence is the best response to shifts in the global economy – and shifts are guaranteed! • Ireland’s innovation performance is reasonably strong but has key weaknesses. – Most notably the volume of innovation inputs • Fiscal space is limited but there is sufficient space to increase public spending on R&D and education • Innovation 2020 should be more ambitious • What about indigenous Irish BERD? 24
  • 25. Direction of Reforms 1. Increase spending on basic and applied research as % of GDP and on seed funding for high potential start-ups. Increase per pupil spending on education. 2. Incentivise (subsidise) take-up of science, technology, engineering and mathematics (STEM) courses at undergraduate and postgraduate levels and support attractive career paths for STEM workers. 3. Establish a state investment bank to raise affordable and patient funding for innovating enterprise (equity stakes) – the ‘entrepreneurial state’. 4. Explore potential for grants to SMEs for adoption of new technology. 5. Increase support for horizontal linkages between the state, higher level institutes and enterprise – coordinate networks of firms through. government schemes - is a ‘one-stop- shop for enterprises’ a good idea? 6. Address market failures in the provision of high speed broadband to rural areas. 7. Have independent and regular evaluation of innovation policy tools (OECD). 8. Provide for multi-year funding envelopes and consolidate funding and actions into a small number of agencies (OECD). Mazzucato (2013): “Germany’s competitiveness strategy has been driven by its ability to build a strong innovation system, with patient long-term finance (e.g. KfW), strong science industry links (Fraunhofer institutes) and above average R&D/GDP spending” 25