1 Introduction
2 Literature background and analytical framework
Main categories | Factors |
---|---|
Innovative outcome and impact | Direct outcome |
Indirect outcome | |
Impact | |
Internal Factors | General characteristics |
Strategy | |
Structure | |
Management team | |
Functional assets and strategies | |
Contextual Factors | Industry and technology related factors |
Location factors | |
Networks | |
Knowledge sharing and transferring activities | |
Public policies | |
Innovation culture |
3 Review method
Analyzed paper | 823 |
Analyzed paper without other fields | 724 |
Paper after stage 1 | 152 |
Paper after stage 2 | 65 |
Methods | Number of articles |
---|---|
Mixed Method | 7 |
Qualitative | 43 |
Quantitative | 15 |
Journals (with 2 and more publications) | Number of included paper |
---|---|
Journal of Cleaner Production | 6 |
European Planning Studies | 5 |
Journal of Technology Transfer | 4 |
Research Policy | 4 |
Technological Forecasting and Social Change | 4 |
Entrepreneurship and Regional Development | 3 |
European Journal of Innovation Management | 3 |
Industry and Innovation | 2 |
International Journal of Innovation Management | 2 |
International Journal of Technology Management | 2 |
Technology Analysis and Strategic Management | 2 |
Technovation | 2 |
Countries | Number of articles |
---|---|
More than 1 | 19 |
No info | 1 |
Australia | 1 |
Belgium | 2 |
Canada | 3 |
China | 2 |
Finland | 3 |
France | 2 |
Germany | 1 |
Italy | 5 |
Japan | 1 |
Mexico | 1 |
New Zealand | 1 |
Portugal | 1 |
Russia | 3 |
Scotland | 1 |
Spain | 3 |
Sweden | 3 |
Taiwan | 3 |
UK | 9 |
Research question (n = 65) | Number |
---|---|
Factors for effective Knowledge transfer | 23 |
Impact / interaction with users for innovation | 8 |
Internal innovation / knowledge capacity | 25 |
Role in networks | 9 |
4 Results
4.1 Measuring innovative outcome and impact
Influence | Factors | Specific factors used in articles |
---|---|---|
Direct | Degree of innovation | Radical innovation, innovation intensity |
Innovation drivers | Standardization | |
Innovation types | Cost innovation, Human Resources, Intellectual Property, marketing innovation, organizational innovation, process innovation, product innovation, service innovation, technological Innovation | |
Number of innovations | ||
New knowledge | Advanced knowledge, disciplinary knowledge | |
Indirect | Changes in firms’ innovation behaviour | Investments in innovation, demand for (knowledge-intensive) value-added services |
Effectiveness in support | Fulfills goals of funding, objectives of clients | |
Impact on clients' innovation process | Business model, marketing innovation, organizational innovation, process innovation, product positioning, service innovation | |
Impact | Creation of learning and entrepreneurship environment | Perception of satisfaction with cluster |
Development of Capabilities | Growth rate of regional investment, management capabilities, number of structural holes bridged, research capabilities, support to gain commercial knowledge, support to gain market-orientation | |
Entrepreneurial experimentation | Examples of entrepreneurial potential | |
New actor in innovation system | New firms | |
Market formation | New market | |
Protected innovation | Degree of protection in cluster |
4.1.1 Direct innovative outcome
4.1.2 Indirect innovative outcome
4.1.3 Influence on systemic level
4.2 Internal factors
Factors | Specified factors used in articles | |
---|---|---|
Intermediaries' general characteristics | Age | Year of entry, years in business, young intermediaries (less than 10 years old) |
Customer / market | Share of SMEs as clients, regional, national or international focus | |
Number of Employees | Small, medium or large-sized enterprises | |
Ownership | Entirely public ownership, not entirely public ownership | |
Turnover/budget | Average turnover, total budget | |
Intermediaries' global strategies | Commercialization strategy | Innovation identification and selection (seeking new geographic markets, extending services, developing marked niches), science commercialization |
Goals | Clarity, commitment to shared vision, specialization | |
Innovation strategy | Balance between research and commercialization, choice of knowledge transfer channel, evolving learning processes (co-creation), in-house / outsourcing, legitimation, openness | |
Selection strategy | Cooperation with regional, domestic or international partners | |
Intermediaries' structure | Communication and involvement | Client relationship management, involvement of end customers, public communication, conflict management |
Embeddedness in ecosystem | Integration in value chain, knowledge transfer of expertise to ecosystem | |
Organizational structure of intermediary | Degree of centralization / formalization / supporting knowledge sharing | |
Embeddedness in ecosystem | ||
Management team | Leadership / staff variables | (Self-)organization and management, commitment, competences of intermediaries' staff, conflict management, satisfaction with payment, time management |
Management of knowledge | Commercialization, exploitation, openness | |
Management of the relationship with research institution, clients & stakeholders | Acquisition and implementation, assessment of firm's technological needs, exploitation, funding, identification and selection of innovation goals, identification of firm's innovation needs, information gathering and storing, protection and monitoring | |
Functional assets and strategies | Funding & Financing | Cycle of investment, mobilization of funding, relation finance and R&D, size of funding |
HR | Cumulative number of graduates, expenses for personnel, growth rate of staff, incentives, recruiting personnel for innovation, share of graduates, share of R&D staff, specialization of employees, training | |
Marketing | Advertising / Branding, client statistics, market observation, marketing, support and planning, revenues |
4.2.1 General characteristics
4.2.2 Strategy
4.2.3 Structure
4.2.4 Management team
4.2.5 Functional assets and strategies
4.3 Intermediaries’ contextual factors for innovation
Factors | Example factors used in articles | |
---|---|---|
Networking | Network activity for innovation | Initiating, network events |
Network experience | Ability of user, access to innovation network, interaction, network involvement of users, perception of network, role innovation in network, user interaction, motivation of user to use network, use of network by member, use of networks by intermediaries | |
Role of intermediary in network | Agenda-setting, boundary spanning, brokerage values, change of firms’ network behavior, embeddedness, enabling the network, orchestrating | |
Structural properties of network | Average betweenness, centralization, compactness, connectedness, density, heterogeneity of actors, inclusiveness, length of ties, number of actors, quality of ties, reciprocity, number of ties | |
Knowledge / technology sharing | Knowledge transfer channels | Clients’ capability, knowledge sharing activity, ties with industry, ties with research, innovation network and knowledge sharing, factors hampering knowledge transfer channels |
R&D / In-house innovation | Knowledge acquisition, intellectual property rights, access to information, factors hampering R&D / In-house innovation, infrastructure for knowledge creation, innovation mode, intellectual property rights, knowledge processing (internal), screening, technology and innovation activities performed, infrastructure for knowledge | |
Services linked to knowledge-based opportunities | Commercialization, entrepreneurial activities, feasibility studies, ICT service, information distribution (newsletter, webinar, best practice), knowledge sharing activity, scouting activity, seminars, service for finance, services for intellectual property rights, technical consultancy, testing, training | |
Government and public policies | Interaction | Funding bodies, lack of interaction, lobbying, local or national governments, multi-Stakeholder relationship, supranational actors, like EU, trade associations |
Policy goals | Agenda setting, directionality towards authorities, long-term policy support, specific policy goals, like innovation, environmental goals | |
Regulation & standards | Implementation, procedure | |
Surrounding culture | Trust development | Confidentiality, knowledge gaps, lack of trust, motivation of partners, quality of service, values of partners |
Communication culture | Accessibility of the communication, creative interventions, functioning, quality, working environment or atmosphere of intermediaries | |
Dynamics of innovation culture | Motivation, knowledge transfer culture, motivation, neutrality, open innovation, societal values | |
Tools to support cultural dynamics | Creativity practices, tools for idea generation and time management, story telling | |
Intermediaries' industry related variables | Fields of target knowledge | E.g. engineering, humanities, science, social science, etc |
Sector-specific services of intermediaries | Activities forming each service | |
Structure of customer sector | Growth rate of customer sector | |
Technological & scientific context | Competencies and knowledge, enlightenment, functioning markets, technology development | |
Intermediaries' regional variables | Location of clients | Regional, national and international markets |
Location of intermediary | Rural, urban | |
Location of knowledge source | Proximity to knowledge sources, to other innovation intermediaries | |
Location of stakeholder | Proximity to boundary spanning activities | |
Regional innovation capability | Regional innovation activities (R&D, patents, exports, internet user, characteristics of innovative markets), regional innovation culture |
4.3.1 Industry and technology related factors
4.3.2 Location factors
4.3.3 Networks
4.3.4 Knowledge sharing and transferring activities
4.3.5 Public policies
4.3.6 Innovation culture
5 Discussion and managerial implications
Outcome and impact | Direct | Degree of innovation |
Innovation drivers | ||
Innovation types | ||
Number of innovations | ||
New knowledge | ||
Indirect | Changes in firms’ innovation behavior | |
Effectiveness in support | ||
Impact on clients' innovation process | ||
Impact | Creation of learning and entrepreneurship environment | |
Development of Capabilities | ||
Entrepreneurial experimentation | ||
New actor in innovation system | ||
Market formation | ||
Protected innovation | ||
Internal factors | Intermediaries' general characteristics | Age |
Customer / market | ||
Number of Employees | ||
Ownership | ||
Turnover/budget | ||
Intermediaries' global strategies | Commercialization strategy | |
Goals | ||
Innovation strategy | ||
Selection strategy | ||
Intermediaries' structure | Communication and involvement | |
Embededness in ecosystem | ||
Organisational structure of intermediary | ||
Embededness in ecosystem | ||
Management team | Leadership / staff variables | |
Management of knowledge | ||
Management of the relationship with research institution, clients & stakeholders | ||
Functional assets and strategies | Funding & Financing | |
HR | ||
Marketing | ||
Contextual factors | Networking | Network activity for innovation |
Network experience | ||
Role of intermediary in network | ||
Structural properties of network | ||
Knowledge / technology sharing | Knowledge transfer channels | |
R&D / In-house innovation | ||
Services linked to knowledge-based opportunities | ||
Government and public policies | Interaction | |
Policy goals | ||
Regulation & standards | ||
Surrounding culture | Trust development | |
Communication culture | ||
Dynamics of innovation culture | ||
Tools to support cultural dynamics | ||
Intermediaries' industry related variables | Fields of target knowledge | |
Sector-specific services of intermediaries | ||
Structure of customer sector | ||
Technological & scientific context | ||
Intermediaries' regional variables | Location of clients | |
Location of intermediary | ||
Location of knowledge source | ||
Location of stakeholder | ||
Regional innovation capability |