Artificial Intelligence In Microbiology by Dr. Prince C P
Oecd digital innovation_summaryreport_fullreport_website
1. DIGITAL INNOVATION:
SEIZING POLICY
OPPORTUNITIES
Please cite this publication as:
OECD (2019), Digital Innovation: Seizing Policy Opportunities, OECD Publishing, Paris.
https://doi.org/10.1787/a298dc87-en
Dominique Guellec
Caroline Paunov
Sandra Planes-Satorra
2. Structure of the report
Characterising innovation in the digital age
The impacts of the digital transformation on innovation
across sectors
How should innovation policies be adapted to the
digital age?
Policies to foster digital innovation’s diffusion and
collaboration
Key findings & recommendations
1
2
3
4
Chapters:
3. Common trends across sectors
1. Data as core innovation input
2. Focus on services innovation
3. Experimentation & versioning
4. Collaborative innovation
Main findings of the report
Sectoral differences
1. Digital technology opportunities for
innovation
2. Data needs & challenges for innovation
3. Adoption & diffusion trends
Changes are needed in all innovation policy domains
A sectoral perspective is needed for data access & diffusion policies
Some countries have already adopted innovative policy approaches
1
2
3
4
1
2
3
4. Priority areas of policy action
1. Develop data access policies: ensure access, consider
data diversity and constraints (data privacy, ethics, IP)
2. Experiment with more anticipatory and agile
policies:
Policy experiments of small scale
Streamlined application procedures
Mission-oriented programmes
3. Support multi-purpose digital technology development to
respond to societal challenges and engage with
citizens
4. Set national policies in a context of global markets
Policy recommendations (1)
5. Principles for innovation policy areas that need adjustment in
the digital age
1. Facilitate digital technology diffusion to support inclusion in
the digital age
2. Support service innovation: revise initiatives that exclude services
innovation, consider new ones targeting services
3. Support collaboration for innovation: networks and platforms
for interaction, knowledge intermediaries, open innovation
4. Promote digitalisation of public research: training for scientists;
investments in digital infrastructure for science; creation of spaces for
co-creation with industry
5. Build digital skills, including data analytics : adjust university &
vocational education programmes
Policy recommendations (2)
6. Policy areas requiring a sectoral approach
Data access policies
Digital technology adoption policies
Policies supporting development of sectoral applications
of digital technologies where market conditions have inhibited
the development of private sector-led solutions
Policy recommendations (3)
7. Characterising innovation in the digital age
Impacts of the digital transformation on innovation across
sectors
How should innovation policies be adapted to the digital
age?
Policies to stimulate digital innovation’s diffusion and
collaboration
Key findings & recommendations
1
2
3
4
Structure
8. Questions addressed:
• How are digital technologies changing innovation
processes and outcomes?
• What are the effects of these changes on market dynamics?
Chapter 1. Characterising innovation in
the digital age
Chapter 1
11. Opportunities for research & innovation:
Changing research processes, e.g.:
Large scale computerised experiments
New services & business models, e.g.:
smart farming
on-demand mobility services
Enhanced customisation, e.g.:
personalise retail & advertisement
precision medicine
Processes optimisation, e.g.:
predictive maintenance
stock management systems
supply chain management
(1) Data as a core input for innovation
Chapter 1
12. “Servititisation of manufacturing”
Smart agriculture services
offered by machinery producers
Car makers provide after-sales &
car-sharing services
Services innovations build on
digital technologies
Retail innovation based on data
analytics, augmented reality & IoT
(2) Digital technologies enable service innovation
Chapter 1
13. Accelerated design, prototyping & testing with 3D-
printing & virtual simulation
Release of pilot versions to the market
Regular upgrading (based on consumer’s feedback)
Flexible manufacturing enabling small series production
at low cost (allowing more personalisation)
(3) Innovation cycles are faster
Chapter 1
14. (4) Innovation is more collaborative
Collaboration takes different forms:
Data sharing
Business incubation & acceleration
programmes
Partnerships (e.g. with tech firms,
start-ups, public research)
Corporate venture capital &
acquisitions (e.g. of tech start-ups)
Platforms & other innovation
ecosystems (e.g. crowdsourcing;
industry platforms)
Chapter 1
15. Fluidity of data & digital platforms have opposing effects on
market dynamics:
Digital innovation is changing market
structures & dynamics
Market concentration
• Expanding digital production at little
cost (scale without mass) favours
dominant players
• Scarcity of skills to exploit data leads
to concentration in few hotspots
Market entry & competition
• Data access lowers cost of
market entry
• Platforms can facilitate
entrepreneurship
Chapter 1
16. Conclusions
• Digital technologies
change innovation because
they radically reduce the
costs of producing and
disseminating knowledge
• The core changes are: data
becomes a key input, services
is at the heart of innovation,
innovation cycles are faster
and collaboration becomes
more important
• Market dynamics also
change with market
concentration and
competition dynamics
17. Characterising innovation in the digital age
Impacts of the digital transformation on
innovation across sectors
How should innovation policies be adapted to the digital
age?
Policies to stimulate digital innovation’s diffusion and
collaboration
Key findings & recommendations
1
2
3
4
Structure
18. Questions addressed:
• How are digital technologies integrated in the agri-food,
automotive and retail sectors?
• What are differences in how digital technologies affect
innovation across sectors? What explains differences?
Chapter 2. Impacts of the digital
transformation on innovation across sectors
Chapter 2
19. Do the impacts of digital transformation on
innovation differ across sectors?
Agri-food Automotive Retail
Sectors of focus
Answer is YES, due to differences in:
Chapter 2
21. Opportunities differ at present (i.e. ready-to-use) & in the future (i.e.
scope of possible applications) to:
Digitalise final products & services
Digitalise processes (e.g. automate production, supply chain
management)
Create new digitally-enabled markets & business models
Differences in digital technology opportunities
for innovation
Chapter 2
Primarily physical
Agriculture
Construction
Mining
Mix digital & physical
Automotive
Healthcare
Retail
Primarily digital
Financial services
Media
Music
Opportunities to digitalise final products:
22. Differences in data needs & challenges
Application DATA NEEDS MAIN CHALLENGES
Precision
agriculture • Sensor data from many farms
• Satellite data
• Low digital technology adoption
• Data sharing (resistance by farmers)
& building trusted data analytics
• Data quality & integration
Chapter 2
23. Differences in data needs & challenges
Application DATA NEEDS MAIN CHALLENGES
Precision
agriculture • Sensor data from many farms
• Satellite data
• Low digital technology adoption
• Data sharing (resistance by farmers)
& building trusted data analytics
• Data quality & integration
Connected
cars • Data on driver’s behaviour,
car status & location
• Real-time traffic information
• Skills to exploit data
• Personal data privacy
• Road safety (risk of cyber-attacks)
Chapter 2
24. Differences in data needs & challenges
Application DATA NEEDS MAIN CHALLENGES
Precision
agriculture • Sensor data from many farms
• Satellite data
• Low digital technology adoption
• Data sharing (resistance by farmers)
& building trusted data analytics
• Data quality & integration
Connected
cars • Data on driver’s behaviour,
car status & location
• Real-time traffic information
• Skills to exploit data
• Personal data privacy
• Road safety (risk of cyber-attacks)
Personalised
retail • Customer transactions data
• Social media & browsing data
• Skills to exploit data
• Data integration
• Personal data privacy
Chapter 2
26. Conclusions
• All sectors are being transformed by digital technologies
• Three factors explain differences in impacts across sectors:
Chapter 2
27. Characterising innovation in the digital age
Impacts of the digital transformation on innovation across
sectors
How should innovation policies be adapted to the
digital age?
Policies to stimulate digital innovation’s diffusion and
collaboration
Key findings & recommendations
1
2
3
4
Structure
28. Questions addressed:
• Are existing innovation policies adequate to support
innovation in the digital age?
• If not, how should innovation policies change?
Chapter 3. How should innovation policies
be adapted to the digital age?
Chapter 3
29. Changes are needed across the entire
innovation policy spectrum
Data access
Innovation &
entrepreneurship
Public research
education &
training
Competition,
collaboration,
inclusiveness
Principles for
innovation
policy
1 2 3 4 5
Chapter 3
30. Ensure access to data for innovators:
Taking into account diversity of data
Preserving rights & incentives to produce data
Explore the development of markets for data
Challenges to consider (appropriability, market
value, privacy, transaction costs) could be
mitigated with digital tools (Platforms,
Blockchain)
(1) Data access policies
Chapter 3
31. Ensure innovation policies are anticipatory,
responsive & agile, e.g.:
Policy experiments of small scale, to be scaled up or
abandoned following assessment of impact
Digital tools for policy design & monitoring
Accelerate application procedures (e.g. Pass French
Tech provides simplified access to services to start-ups)
Mission-oriented programmes that set goals without
imposing means to reach them (e.g. DARPA model)
Anticipatory regulation (e.g. as performed by the
UK Food Standards Agency)
(2) Innovation & entrepreneurship policies (i)
Chapter 3
32. Support service innovation that implements
digital technologies (e.g. Smart and Digital Services
Initiative, Austria)
Adapt IP systems (notably to AI challenges)
Support development of generic digital
technologies to address societal challenges
E.g. Artificial Intelligence Forum in New Zealand
gathers industry, academia and government to
discuss socio-economic challenges of AI and develop
roadmaps to shape future impacts
(2) Innovation & entrepreneurship policies (ii)
Chapter 3
33. Promote open science
Support interdisciplinary research & education
Support training in digital skills for researchers
Ensure skills needed for digital innovation are
developed (e.g. revise university programmes)
Invest in digital tools & infrastructure for science
Creating spaces for co-creation with industry (e.g.
joint research labs)
(3) Public research, education & training policies
Chapter 3
34. Collaborate with competition authorities in addressing
market power in the digital age
Promote collaborative innovation ecosystems (more
in Chapter 4)
Facilitate digital technology adoption by firms
(particularly SMEs) (more in Chapter 4)
Support digital innovation to serve social &
environmental purposes
Support social & territorial inclusiveness in digital
innovation activities (links to Innovation for Inclusive
Growth project; see paper)
(4) Policies to foster competitive, collaborative
& inclusive innovation ecosystems
Chapter 3
35. (5) General principles for innovation policies
Chapter 3
Collaborate internationally to frame national
policies in view of global markets
Adopt a sectoral approach in:
Data access policies
Digital technology diffusion policies
Policies supporting digital technology development
Engage with citizens to appropriately consider
technology-related public concerns in policy making
Ensure government & public research access to
skills & data
36. The degree of change will vary by country
and policy domain
37. Conclusions
Chapter 3
• Innovation policies have to change to adequately support innovation in the
digital age
• All domains of innovation policies are affect but to different extents with
the following key priority changes:
38. Characterising innovation in the digital age
The impacts of the digital transformation on innovation
across sectors
How should innovation policies be adapted to the digital
age?
Policies to stimulate digital innovation’s diffusion
and collaboration
Key findings & recommendations
1
2
3
4
Structure
39. Questions addressed:
• What new instruments have countries implemented to
support digital technology adoption & diffusion?
• What are best practice examples of policy initiatives aimed
at stimulating collaborative innovation in the digital age?
Chapter 4. Policies to stimulate digital
innovation’s diffusion and collaboration
Chapter 4
40. Two important goals:
OECD countries are experimenting with novel
innovation policy approaches
Digital technology
adoption & diffusion
1
Collaborative
innovation
2
Chapter 4
41. Demonstration & testing of digital technologies
Demonstrations of new applications (e.g. SME 4.0
Competence Centres, Germany)
Testing facilities (e.g. Industry Platform 4 FVG, Italy)
Test beds (e.g. testing grounds for self driving cars)
Regulatory sandboxes (e.g. in fintech and energy sectors)
Foster adoption of most advanced technologies
Access to state-of-the-art infrastructure & expertise
(e.g. Machine Intelligence Garage of Digital Catapult, UK)
Innovative policy approaches to support
digital technology adoption
Chapter 4
42. Example: SME 4.0 Competence Centres,
Germany
Chapter 4
Find this and other
case studies at:
https://oe.cd/2xP
43. Awareness raising & capacity building
Technical assistance (e.g. Digital Extension
Centre, Chile)
Innovation vouchers (e.g. service design
vouchers for manufacturing SMEs, NLD)
Financial support to SMEs
Grants (e.g. SMEs programme for smart
manufacturing, Korea)
Loans (e.g. Digital Loan scheme, France)
Traditional instruments for technology
adoption are being revisited
Chapter 4
44. Platforms & forums for strategic planning (e.g. Platform
Industry 4.0 Austria)
Collaboration facilitators
Intermediary organisations (e.g. Catapult Centres , UK)
Digital clusters (e.g. Cap Digital, France)
Networks (e.g. Knowledge Transfer Network, UK)
Collaborative research & innovation centres
Spaces for collaboration & co-creation for business & public
researchers (e.g. Smart Industry Fieldlabs, NLD)
Innovative organisation structures (e.g. Data61, AUS)
Crowdsourcing, open challenges & living labs
Innovative policy approaches to support
collaborative innovation
Chapter 4
45. Example: Smart Industry Fieldlabs, Netherlands
Chapter 4
Find this and other
case studies at:
https://oe.cd/2xP
46. • New instruments are being used across countries to
support:
– Digital technology adoption (e.g. test beds, regulatory
sandboxes)
– Collaborative innovation (e.g. creation of intermediaries,
R&D centres, open challenges)
• Traditional instruments (e.g. grants, awareness raising) are
still relevant but are being revisited to respond to new
challenges and leverage digital technologies
Conclusions
Chapter 4
47. Project website:
https://oe.cd/2xw
The report and all project materials
Please cite this publication as:
OECD (2019), Digital Innovation:
Seizing Policy Opportunities, OECD
Publishing, Paris.
https://doi.org/10.1787/a298dc87-en
49. Policy papers
Guellec, D. and C. Paunov (2018), "Innovation
policies in the digital age", OECD Science,
Technology and Industry Policy Papers, No. 59, OECD
Publishing, Paris, https://doi.org/10.1787/eadd1094-en.
Paunov, C. and S. Planes-Satorra (2019), "The impacts
of digital transformation on innovation across
sectors", OECD Science, Technology and Industry
Policy Papers, OECD Publishing, Paris (forthcoming)
Planes-Satorra, S. and C. Paunov (2019), "The digital
innovation landscape in 2019", OECD Science,
Technology and Industry Policy Papers, OECD
Publishing, Paris (forthcoming)