SlideShare une entreprise Scribd logo
1  sur  7
Exploring Innovation Ecosystems
as Networks: Four European Cases
Jukka Huhtamäki and Neil Rubens
HICSS 2016, Kauai
 Innovation often takes place in the context of innovation
ecosystems (Adner and Kapoor 2010, Russell et al. 2011, Autio and
Thomas, 2013, Valkokari 2015)
 New data, tools, and questions are available for insights on latent
structures within innovation ecosystems (Basole et al. 2012, Still et al.
2012)
 Network analysis allows analyzing the structure and structural
dynamics of ecosystems of business and innovation (Russell et al.
2011, Basole et al. 2012)
 In this study, we present a novel approach for measuring
innovation ecosystems with socially constructed data and network
analysis
 …and contrast the results to a more traditional innovation
indicator, Innovation Union Scoreboard to investigate their
compatibility
Introduction
Quantitative metrics
La
Modest Innovator - Latvia
Moderate Innovator - Hungary
Innovation Follower - Estonia
Innovation Leader- Finland
 Network analysis of socially constructed data yields into results
that are comparable to traditional innovation indicators
 Importantly, the approach allows completely new insights into
the system-level structure of the innovation ecosystem
 In order to fully utilize the new actor-level metrics in
understanding innovation, we need equally specific output
metrics for innovation performance
 The new views allow and indeed insist new ways to conduct
decision-making in the context of innovation ecosystems
 Boundary specification has to be reconsidered – here we are
following national boundaries even though innovation does not
respect them!
Conclusions
 Developing means and methods to move beyond the
(sometimes) superficial statistical analyses and (often)
case-specific qualitative analyses
 …and to support interdisciplinary investigation of
innovation ecosystems that seek to discover mechanisms
and structures latent in innovation ecosystems, cf. critical
realism in analytics (Bygstad and Munkvold 2011)
 Imperatively, to enable true discourse between academic
research, decision-making and policy-making for
innovation (and business) ecosystems (cross-sector, cross-
border, cross-domain)
Future work
 Jukka is @jnkka
@TampereUnitech
 Neil is @activeintel
 We are part of @ien_stanford
 This research was partly
sponsored by Tekes: Finnish
Funding Agency for Innovation
Join the discussion

Contenu connexe

Tendances

Binocular vision of designing process for whole systems design crossing bound...
Binocular vision of designing process for whole systems design crossing bound...Binocular vision of designing process for whole systems design crossing bound...
Binocular vision of designing process for whole systems design crossing bound...RSD7 Symposium
 
The Early Stage Analysis of a Systemic Innovation Lab
The Early Stage Analysis of a Systemic Innovation LabThe Early Stage Analysis of a Systemic Innovation Lab
The Early Stage Analysis of a Systemic Innovation LabRSD7 Symposium
 
Systemic Design Labs (SDL): Incubating systemic design skills through experie...
Systemic Design Labs (SDL): Incubating systemic design skills through experie...Systemic Design Labs (SDL): Incubating systemic design skills through experie...
Systemic Design Labs (SDL): Incubating systemic design skills through experie...RSD7 Symposium
 
Ecosystems in Management Research
Ecosystems in Management Research Ecosystems in Management Research
Ecosystems in Management Research Agnieszka Radziwon
 
Ecosystems in Management Research
Ecosystems in Management ResearchEcosystems in Management Research
Ecosystems in Management ResearchAgnieszka Radziwon
 
ABM intro talk
ABM intro talkABM intro talk
ABM intro talkpatrik
 
Study Analytics: Or is it Learning Analytics?
Study Analytics: Or is it Learning Analytics?Study Analytics: Or is it Learning Analytics?
Study Analytics: Or is it Learning Analytics?Ville Kivimäki
 
Adoption, Acceptability, Acceptance
Adoption, Acceptability, AcceptanceAdoption, Acceptability, Acceptance
Adoption, Acceptability, AcceptanceJoseph Lindley
 
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...RSD7 Symposium
 
Keynote Speech: Societal transformation and Government 3.0
Keynote Speech: Societal transformation and Government 3.0Keynote Speech: Societal transformation and Government 3.0
Keynote Speech: Societal transformation and Government 3.0samossummit
 
ARNOVA presentation 2013
ARNOVA presentation 2013ARNOVA presentation 2013
ARNOVA presentation 2013Melissa Tully
 
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-Creation
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-CreationEvolutionary Stakeholder Discovery: Requisite System Sampling for Co-Creation
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-CreationRSD7 Symposium
 
Data analytics to support awareness and recommendation
Data analytics to support awareness and recommendationData analytics to support awareness and recommendation
Data analytics to support awareness and recommendationKatrien Verbert
 

Tendances (20)

Binocular vision of designing process for whole systems design crossing bound...
Binocular vision of designing process for whole systems design crossing bound...Binocular vision of designing process for whole systems design crossing bound...
Binocular vision of designing process for whole systems design crossing bound...
 
The Early Stage Analysis of a Systemic Innovation Lab
The Early Stage Analysis of a Systemic Innovation LabThe Early Stage Analysis of a Systemic Innovation Lab
The Early Stage Analysis of a Systemic Innovation Lab
 
Systemic Design Labs (SDL): Incubating systemic design skills through experie...
Systemic Design Labs (SDL): Incubating systemic design skills through experie...Systemic Design Labs (SDL): Incubating systemic design skills through experie...
Systemic Design Labs (SDL): Incubating systemic design skills through experie...
 
Ecosystems in Management Research
Ecosystems in Management Research Ecosystems in Management Research
Ecosystems in Management Research
 
Ecosystems in Management Research
Ecosystems in Management ResearchEcosystems in Management Research
Ecosystems in Management Research
 
Network Impact V5
Network Impact V5Network Impact V5
Network Impact V5
 
ABM intro talk
ABM intro talkABM intro talk
ABM intro talk
 
Study Analytics: Or is it Learning Analytics?
Study Analytics: Or is it Learning Analytics?Study Analytics: Or is it Learning Analytics?
Study Analytics: Or is it Learning Analytics?
 
Agenda slide
Agenda slideAgenda slide
Agenda slide
 
Evaluation: from reflective to deliberative practice?
Evaluation: from reflective to deliberative practice?Evaluation: from reflective to deliberative practice?
Evaluation: from reflective to deliberative practice?
 
Systems thinking at the Tavistock Institute – past, present and future
Systems thinking at the Tavistock Institute – past, present and futureSystems thinking at the Tavistock Institute – past, present and future
Systems thinking at the Tavistock Institute – past, present and future
 
Adoption, Acceptability, Acceptance
Adoption, Acceptability, AcceptanceAdoption, Acceptability, Acceptance
Adoption, Acceptability, Acceptance
 
The New e-Science
The New e-ScienceThe New e-Science
The New e-Science
 
Lunchtime Talk: Evaluating design enabled innovations
Lunchtime Talk: Evaluating design enabled innovationsLunchtime Talk: Evaluating design enabled innovations
Lunchtime Talk: Evaluating design enabled innovations
 
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...
Re-Defining Journalism Education: Using Systems Thinking and Design to Revolu...
 
Keynote Speech: Societal transformation and Government 3.0
Keynote Speech: Societal transformation and Government 3.0Keynote Speech: Societal transformation and Government 3.0
Keynote Speech: Societal transformation and Government 3.0
 
Applied e-democracy: the need for an information framework to support develop...
Applied e-democracy: the need for an information framework to support develop...Applied e-democracy: the need for an information framework to support develop...
Applied e-democracy: the need for an information framework to support develop...
 
ARNOVA presentation 2013
ARNOVA presentation 2013ARNOVA presentation 2013
ARNOVA presentation 2013
 
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-Creation
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-CreationEvolutionary Stakeholder Discovery: Requisite System Sampling for Co-Creation
Evolutionary Stakeholder Discovery: Requisite System Sampling for Co-Creation
 
Data analytics to support awareness and recommendation
Data analytics to support awareness and recommendationData analytics to support awareness and recommendation
Data analytics to support awareness and recommendation
 

En vedette

The global API Ecosystem: A deep dive into gaming
The global API Ecosystem: A deep dive into gamingThe global API Ecosystem: A deep dive into gaming
The global API Ecosystem: A deep dive into gamingJukka Huhtamäki
 
TTY-tutuksi -seminaari: Introduction to Weak ties
TTY-tutuksi -seminaari: Introduction to Weak ties TTY-tutuksi -seminaari: Introduction to Weak ties
TTY-tutuksi -seminaari: Introduction to Weak ties Jukka Huhtamäki
 
Twitter viestintänä -seminaari: Charlie Hebdo
Twitter viestintänä -seminaari:  Charlie HebdoTwitter viestintänä -seminaari:  Charlie Hebdo
Twitter viestintänä -seminaari: Charlie HebdoJukka Huhtamäki
 
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanJukka Huhtamäki
 
Visualizing the Geography of Platform Boundary Resources
Visualizing the Geography of Platform Boundary ResourcesVisualizing the Geography of Platform Boundary Resources
Visualizing the Geography of Platform Boundary ResourcesJukka Huhtamäki
 
How information spreads on social networks when unexpected events occur
How information spreads on social networks when unexpected events occurHow information spreads on social networks when unexpected events occur
How information spreads on social networks when unexpected events occurFarida Vis
 
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...Farida Vis
 
Rebuilding evolution 20170106 v4
Rebuilding evolution 20170106 v4Rebuilding evolution 20170106 v4
Rebuilding evolution 20170106 v4ISSIP
 
20160523 ljk tulevaisuuden verkostot_katri valkokari
20160523 ljk tulevaisuuden verkostot_katri valkokari20160523 ljk tulevaisuuden verkostot_katri valkokari
20160523 ljk tulevaisuuden verkostot_katri valkokariKatri Valkokari
 
Spohrer dc trip 20160323 v2
Spohrer dc trip 20160323 v2Spohrer dc trip 20160323 v2
Spohrer dc trip 20160323 v2ISSIP
 
Spohrer icer 20150810 v1
Spohrer icer 20150810 v1Spohrer icer 20150810 v1
Spohrer icer 20150810 v1ISSIP
 
Social media engagement
Social media engagementSocial media engagement
Social media engagementFarida Vis
 
Picturing the Social: Talk for Transforming Digital Methods Winter School
Picturing the Social: Talk for Transforming Digital Methods Winter SchoolPicturing the Social: Talk for Transforming Digital Methods Winter School
Picturing the Social: Talk for Transforming Digital Methods Winter SchoolFarida Vis
 
Ketterämmin käytettävää
Ketterämmin käytettävääKetterämmin käytettävää
Ketterämmin käytettävääMihael Cankar
 
为11.2.0.2 grid infrastructure添加节点
为11.2.0.2 grid infrastructure添加节点为11.2.0.2 grid infrastructure添加节点
为11.2.0.2 grid infrastructure添加节点maclean liu
 
Kutná hora
Kutná horaKutná hora
Kutná horaAlfickaH
 
Why do i wantg teacher to become a teacher?
Why do i wantg teacher to become a teacher?Why do i wantg teacher to become a teacher?
Why do i wantg teacher to become a teacher?natacha7
 

En vedette (20)

The global API Ecosystem: A deep dive into gaming
The global API Ecosystem: A deep dive into gamingThe global API Ecosystem: A deep dive into gaming
The global API Ecosystem: A deep dive into gaming
 
TTY-tutuksi -seminaari: Introduction to Weak ties
TTY-tutuksi -seminaari: Introduction to Weak ties TTY-tutuksi -seminaari: Introduction to Weak ties
TTY-tutuksi -seminaari: Introduction to Weak ties
 
Twitter viestintänä -seminaari: Charlie Hebdo
Twitter viestintänä -seminaari:  Charlie HebdoTwitter viestintänä -seminaari:  Charlie Hebdo
Twitter viestintänä -seminaari: Charlie Hebdo
 
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...
Visualizing Co-authorship Networks for Actionable Insights: Action Design Res...
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaan
 
Visualizing the Geography of Platform Boundary Resources
Visualizing the Geography of Platform Boundary ResourcesVisualizing the Geography of Platform Boundary Resources
Visualizing the Geography of Platform Boundary Resources
 
How information spreads on social networks when unexpected events occur
How information spreads on social networks when unexpected events occurHow information spreads on social networks when unexpected events occur
How information spreads on social networks when unexpected events occur
 
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
ESRC Research Methods Festival - From Flickr to Snapchat: The challenge of an...
 
Rebuilding evolution 20170106 v4
Rebuilding evolution 20170106 v4Rebuilding evolution 20170106 v4
Rebuilding evolution 20170106 v4
 
20160523 ljk tulevaisuuden verkostot_katri valkokari
20160523 ljk tulevaisuuden verkostot_katri valkokari20160523 ljk tulevaisuuden verkostot_katri valkokari
20160523 ljk tulevaisuuden verkostot_katri valkokari
 
Spohrer dc trip 20160323 v2
Spohrer dc trip 20160323 v2Spohrer dc trip 20160323 v2
Spohrer dc trip 20160323 v2
 
Spohrer icer 20150810 v1
Spohrer icer 20150810 v1Spohrer icer 20150810 v1
Spohrer icer 20150810 v1
 
Social media engagement
Social media engagementSocial media engagement
Social media engagement
 
Picturing the Social: Talk for Transforming Digital Methods Winter School
Picturing the Social: Talk for Transforming Digital Methods Winter SchoolPicturing the Social: Talk for Transforming Digital Methods Winter School
Picturing the Social: Talk for Transforming Digital Methods Winter School
 
Ketterämmin käytettävää
Ketterämmin käytettävääKetterämmin käytettävää
Ketterämmin käytettävää
 
为11.2.0.2 grid infrastructure添加节点
为11.2.0.2 grid infrastructure添加节点为11.2.0.2 grid infrastructure添加节点
为11.2.0.2 grid infrastructure添加节点
 
Kutná hora
Kutná horaKutná hora
Kutná hora
 
Why do i wantg teacher to become a teacher?
Why do i wantg teacher to become a teacher?Why do i wantg teacher to become a teacher?
Why do i wantg teacher to become a teacher?
 
botox London
botox Londonbotox London
botox London
 
Bolum3111
Bolum3111Bolum3111
Bolum3111
 

Similaire à Exploring Innovation Ecosystems as Networks: Four European Cases

Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...
Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...
Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...iBoP Asia
 
Perspectives on Innovation and Technology Transfer
Perspectives on Innovation and Technology TransferPerspectives on Innovation and Technology Transfer
Perspectives on Innovation and Technology TransferMikus Dubickis
 
Innovation Ecosystems at EBRF 2010, Nokia, Finland
Innovation Ecosystems at EBRF 2010, Nokia, FinlandInnovation Ecosystems at EBRF 2010, Nokia, Finland
Innovation Ecosystems at EBRF 2010, Nokia, FinlandJukka Huhtamäki
 
Research Presentation Utrecht
Research Presentation UtrechtResearch Presentation Utrecht
Research Presentation UtrechtAndrea Cocchi
 
TCI 2014 Clusters and innovation eco-systems – same-same or different?
TCI 2014 Clusters and innovation eco-systems – same-same or different?TCI 2014 Clusters and innovation eco-systems – same-same or different?
TCI 2014 Clusters and innovation eco-systems – same-same or different?TCI Network
 
Visualizing Transformative Networks in Innovation Ecosystems
Visualizing Transformative Networks in Innovation EcosystemsVisualizing Transformative Networks in Innovation Ecosystems
Visualizing Transformative Networks in Innovation EcosystemsMartha Russell
 
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...NHSNWRD
 
Edwards schachter social innovation as institutional innovation
Edwards schachter social innovation as institutional innovationEdwards schachter social innovation as institutional innovation
Edwards schachter social innovation as institutional innovationMónica Edwards Schachter
 
Six Studies on Changing Research Practices. Summaries and selected quotes.
Six Studies on Changing Research Practices. Summaries and selected quotes.Six Studies on Changing Research Practices. Summaries and selected quotes.
Six Studies on Changing Research Practices. Summaries and selected quotes.aesposito
 
Koch taftie-measuring the effects of research
Koch taftie-measuring the effects of researchKoch taftie-measuring the effects of research
Koch taftie-measuring the effects of researchPer Koch
 
KJ Poppe AKIS 3 at Euragri 2014 Montpellier
KJ Poppe AKIS 3 at Euragri 2014 MontpellierKJ Poppe AKIS 3 at Euragri 2014 Montpellier
KJ Poppe AKIS 3 at Euragri 2014 MontpellierKrijn Poppe
 
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...Erik Stam
 
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research Peter Jones
 
System redesign in animal production: Dutch experiences and broader relevance
System redesign in animal production: Dutch experiences and broader relevanceSystem redesign in animal production: Dutch experiences and broader relevance
System redesign in animal production: Dutch experiences and broader relevanceILRI
 
Knowledge Mobilization and Social Innovation
Knowledge Mobilization and Social InnovationKnowledge Mobilization and Social Innovation
Knowledge Mobilization and Social InnovationKMb Unit, York University
 
X-Cell Innovation Department
X-Cell Innovation DepartmentX-Cell Innovation Department
X-Cell Innovation DepartmentAndrea Vascellari
 
Open Entrepreneurship - Yetis Thesis Proposal
Open Entrepreneurship - Yetis Thesis ProposalOpen Entrepreneurship - Yetis Thesis Proposal
Open Entrepreneurship - Yetis Thesis ProposalRobin Teigland
 

Similaire à Exploring Innovation Ecosystems as Networks: Four European Cases (20)

Innovation System
Innovation SystemInnovation System
Innovation System
 
Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...
Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...
Where Can Public Policy Play a Role A Comparative Case Study of Regional Inst...
 
o-rafferty_phd
o-rafferty_phdo-rafferty_phd
o-rafferty_phd
 
Perspectives on Innovation and Technology Transfer
Perspectives on Innovation and Technology TransferPerspectives on Innovation and Technology Transfer
Perspectives on Innovation and Technology Transfer
 
Innovation Ecosystems at EBRF 2010, Nokia, Finland
Innovation Ecosystems at EBRF 2010, Nokia, FinlandInnovation Ecosystems at EBRF 2010, Nokia, Finland
Innovation Ecosystems at EBRF 2010, Nokia, Finland
 
Research Presentation Utrecht
Research Presentation UtrechtResearch Presentation Utrecht
Research Presentation Utrecht
 
TCI 2014 Clusters and innovation eco-systems – same-same or different?
TCI 2014 Clusters and innovation eco-systems – same-same or different?TCI 2014 Clusters and innovation eco-systems – same-same or different?
TCI 2014 Clusters and innovation eco-systems – same-same or different?
 
Visualizing Transformative Networks in Innovation Ecosystems
Visualizing Transformative Networks in Innovation EcosystemsVisualizing Transformative Networks in Innovation Ecosystems
Visualizing Transformative Networks in Innovation Ecosystems
 
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...
Let's Talk Research 2015 -Juliet Goldbart - Introduction To Qualitative Metho...
 
Edwards schachter social innovation as institutional innovation
Edwards schachter social innovation as institutional innovationEdwards schachter social innovation as institutional innovation
Edwards schachter social innovation as institutional innovation
 
Six Studies on Changing Research Practices. Summaries and selected quotes.
Six Studies on Changing Research Practices. Summaries and selected quotes.Six Studies on Changing Research Practices. Summaries and selected quotes.
Six Studies on Changing Research Practices. Summaries and selected quotes.
 
Koch taftie-measuring the effects of research
Koch taftie-measuring the effects of researchKoch taftie-measuring the effects of research
Koch taftie-measuring the effects of research
 
KJ Poppe AKIS 3 at Euragri 2014 Montpellier
KJ Poppe AKIS 3 at Euragri 2014 MontpellierKJ Poppe AKIS 3 at Euragri 2014 Montpellier
KJ Poppe AKIS 3 at Euragri 2014 Montpellier
 
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...
Entrepreneurial Ecosystems and Regional Policy_Stam Pecs conference Universit...
 
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research
Artifacts for the Systemic Design of Flourishing Enterprises - OCADU Research
 
System redesign in animal production: Dutch experiences and broader relevance
System redesign in animal production: Dutch experiences and broader relevanceSystem redesign in animal production: Dutch experiences and broader relevance
System redesign in animal production: Dutch experiences and broader relevance
 
Knowledge Mobilization and Social Innovation
Knowledge Mobilization and Social InnovationKnowledge Mobilization and Social Innovation
Knowledge Mobilization and Social Innovation
 
X-Cell Innovation Department
X-Cell Innovation DepartmentX-Cell Innovation Department
X-Cell Innovation Department
 
UNU - Innovation Systems Framework Still Useful in the New Global Context
UNU - Innovation Systems Framework Still Useful in the New Global ContextUNU - Innovation Systems Framework Still Useful in the New Global Context
UNU - Innovation Systems Framework Still Useful in the New Global Context
 
Open Entrepreneurship - Yetis Thesis Proposal
Open Entrepreneurship - Yetis Thesis ProposalOpen Entrepreneurship - Yetis Thesis Proposal
Open Entrepreneurship - Yetis Thesis Proposal
 

Plus de Jukka Huhtamäki

Datavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoDatavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoJukka Huhtamäki
 
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Jukka Huhtamäki
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusJukka Huhtamäki
 
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäKevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäJukka Huhtamäki
 
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Jukka Huhtamäki
 
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Jukka Huhtamäki
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusJukka Huhtamäki
 
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018 Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018 Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterKevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterJukka Huhtamäki
 
Five viewpoints to visualization
Five viewpoints to visualizationFive viewpoints to visualization
Five viewpoints to visualizationJukka Huhtamäki
 
Lean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöLean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöJukka Huhtamäki
 
Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Jukka Huhtamäki
 
Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Jukka Huhtamäki
 
Exploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachExploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachJukka Huhtamäki
 
API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017Jukka Huhtamäki
 
Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Jukka Huhtamäki
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanJukka Huhtamäki
 
Maailmankartta: API alustojen rajaresurssina
Maailmankartta: API alustojen rajaresurssina Maailmankartta: API alustojen rajaresurssina
Maailmankartta: API alustojen rajaresurssina Jukka Huhtamäki
 

Plus de Jukka Huhtamäki (20)

Datavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdantoDatavisualisoinnin perusteet – käytännönläheinen johdanto
Datavisualisoinnin perusteet – käytännönläheinen johdanto
 
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
Diversity Exposure in Social Recommender Systems: A Social Capital Theory Pe...
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
 
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessäKevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
Kevyet lähdöt – case Twitter | Data-analytiikka liiketoiminnan kehittämisessä
 
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
Organizational Hybridity and Fluidity: Possibilities and Challenges for Knowl...
 
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
Mikä ekosysteemitutkimuksessa kiinnostaa juuri nyt?
 
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimusSosiaalisen median analysointi ja dokumenttipohjainen tutkimus
Sosiaalisen median analysointi ja dokumenttipohjainen tutkimus
 
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
Katsaus API-talouteen | Edutech Pilviasiantuntija 2018
 
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018 Kevyitä lähtöjä data-analytiikkaan |  Edutech Pilviasiantuntija 2018
Kevyitä lähtöjä data-analytiikkaan | Edutech Pilviasiantuntija 2018
 
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus TwitterKevyitä lähtöjä data-analytiikkaan: tapaus Twitter
Kevyitä lähtöjä data-analytiikkaan: tapaus Twitter
 
Five viewpoints to visualization
Five viewpoints to visualizationFive viewpoints to visualization
Five viewpoints to visualization
 
Lean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyöLean Startup ja datalla ohjattu kehitystyö
Lean Startup ja datalla ohjattu kehitystyö
 
Johdanto API-talouteen
Johdanto API-talouteenJohdanto API-talouteen
Johdanto API-talouteen
 
Katsaus API-talouteen 2017
Katsaus API-talouteen 2017Katsaus API-talouteen 2017
Katsaus API-talouteen 2017
 
Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto Kevyitä lähtöjä -johdanto
Kevyitä lähtöjä -johdanto
 
Exploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approachExploring platform boundary resources with a data-driven approach
Exploring platform boundary resources with a data-driven approach
 
API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017API-talous ja liiketoimintatiedon hallinta 2017
API-talous ja liiketoimintatiedon hallinta 2017
 
Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?Miten yritysverkostoja voi analysoida - ja miksi?
Miten yritysverkostoja voi analysoida - ja miksi?
 
Kevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaanKevyitä lähtöjä data-analytiikkaan
Kevyitä lähtöjä data-analytiikkaan
 
Maailmankartta: API alustojen rajaresurssina
Maailmankartta: API alustojen rajaresurssina Maailmankartta: API alustojen rajaresurssina
Maailmankartta: API alustojen rajaresurssina
 

Dernier

Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts ServiceSapana Sha
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 

Dernier (20)

Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts Service
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 

Exploring Innovation Ecosystems as Networks: Four European Cases

  • 1. Exploring Innovation Ecosystems as Networks: Four European Cases Jukka Huhtamäki and Neil Rubens HICSS 2016, Kauai
  • 2.  Innovation often takes place in the context of innovation ecosystems (Adner and Kapoor 2010, Russell et al. 2011, Autio and Thomas, 2013, Valkokari 2015)  New data, tools, and questions are available for insights on latent structures within innovation ecosystems (Basole et al. 2012, Still et al. 2012)  Network analysis allows analyzing the structure and structural dynamics of ecosystems of business and innovation (Russell et al. 2011, Basole et al. 2012)  In this study, we present a novel approach for measuring innovation ecosystems with socially constructed data and network analysis  …and contrast the results to a more traditional innovation indicator, Innovation Union Scoreboard to investigate their compatibility Introduction
  • 4. La Modest Innovator - Latvia Moderate Innovator - Hungary Innovation Follower - Estonia Innovation Leader- Finland
  • 5.  Network analysis of socially constructed data yields into results that are comparable to traditional innovation indicators  Importantly, the approach allows completely new insights into the system-level structure of the innovation ecosystem  In order to fully utilize the new actor-level metrics in understanding innovation, we need equally specific output metrics for innovation performance  The new views allow and indeed insist new ways to conduct decision-making in the context of innovation ecosystems  Boundary specification has to be reconsidered – here we are following national boundaries even though innovation does not respect them! Conclusions
  • 6.  Developing means and methods to move beyond the (sometimes) superficial statistical analyses and (often) case-specific qualitative analyses  …and to support interdisciplinary investigation of innovation ecosystems that seek to discover mechanisms and structures latent in innovation ecosystems, cf. critical realism in analytics (Bygstad and Munkvold 2011)  Imperatively, to enable true discourse between academic research, decision-making and policy-making for innovation (and business) ecosystems (cross-sector, cross- border, cross-domain) Future work
  • 7.  Jukka is @jnkka @TampereUnitech  Neil is @activeintel  We are part of @ien_stanford  This research was partly sponsored by Tekes: Finnish Funding Agency for Innovation Join the discussion