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Co-operation in Regional Innovation Systems
Abstract
The paper deals with co-operative relationships of manufacturing firms in three German regions. By applying a hurdle-count data model, differences between regions as well as between smaller and larger firms are analysed. The differences between regions regarding the propensity of firms to co-operate are mainly due to peculiarities of the small business sector. Spatial proximity is obviously of particular importance for horizontal co-operation and for relationships to publicly funded research institutions. The link between the cooperative behaviour of firms and the performance of the regional innovation system remains, however, unclear. Cet article traite du partenariat des entreprises industrielles situées dans trois régions en Allemagne. On anlayse les différences interrégionales ainsi que les différences entre les petites entreprises et les grandes entreprises. Pour ce qui est de la propensité des entreprises ¤ a coopérer, les différences interrégionales s'expliquent largement par des particularités de la petite entreprise. Il va sans dire que la proximitégéographique est d'une importance indéniable pour la coopération horizontale et pour les rapports avec les centres de recherche publics. Toujours est-il que le lien entre le partenariat des entreprises et la performance des systèmes d'innovation régionaux reste ambigu. In dem Aufsatz wird das Kooperationsverhalten von Industriebetrieben in drei deutschen Regionen anhand eines Hürden-Zähldatenmodells analysiert. Dabei werden sowohl interregionale Unterschiede als auch Unterschiede zwischen kleinen und größeren Betrieben herausgearbeitet. Es zeigt sich, dass Unterschiede hinsichtlich der Kooperationsneigung zwischen den Regionen vor allem auf entsprechenden Besonderheiten der Kleinbetriebe beruhen. Räumliche Nähe ist offenbar insbesondere für die horizontale Kooperationsbeziehungen sowie für die Zusammenarbeit mit öffentlichen Forschungseinrichtungen von Bedeutung. Der Zusammenhang zwischen Kooperationsneigung und der Leistungsfähigkeit des entsprechenden regionalen Innovationssystems bleibt unklar.
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“The evidence demonstrates that science partners tend to be most important where the innovation is relatively radical in orientation (Ebadi and Utterback, 1984;Verspagen, 1999;Fritsch, 2001).”
From Networking and innovation: a systematic review of the evidence (2004) · cites this paper as Fritsch, 2001
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“…literature that includes work on clusters (Marshal, 1920; Porter, 1998; 2000; Delgado et al., 2010), innovations systems (Cooke et al., 1997; Fritsch, 2001), economic geography (Malecki, 1997; Feldman, 2001), and social capital (Westlund and Bolton, 2003) and networks (Sorenson and Stuart,…”
BackgroundNetworking and innovation: a systematic review of the evidence
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“The evidence demonstrates that science partners tend to be most important where the innovation is relatively radical in orientation (Ebadi and Utterback, 1984; Verspagen, 1999; Fritsch, 2001).”
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“Although there is already a substantial empirical literature on this topic, the direction of the causal relationship is not clear (Fritsch, 2001).”
InfluentialFritsch, M. J., & Lukas, R. (2001) · Research Policy · doi:10.1016/s0048-7333(99)00115-8 · Cited by 521
Self-citationPonds, R., Oort, F. G. V., & Frenken, K. (2009) · Journal of Economic Geography · doi:10.1093/jeg/lbp036 · Cited by 488
“regional heterogeneity in factors (see Fritsch 2001 for a related approach) affecting”
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Fritsch, M. J., & Franke, G. (2003) · Research Policy · doi:10.1016/s0048-7333(03)00123-9 · Cited by 439
“…is virtually no case of a cooperative relationship, where not at least one local partner is involved (cf. Fritsch, 2001). establishments had a relatively high propensity to cooperate on R&D tended not to have a correspondingly high efficiency in their innovation processes (Fritsch, 2001, 2004).”
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“…Cooke (2001), embeddedness refers to a set of characteristics appropriate for systemic innovation and reflecting the extent to which a social community operates in terms of shared norms of cooperation, trustful interaction and untraded interdependencies (see also Dosi, 1988; Fritsch, 2001).”
BackgroundEnvironmental Innovations, Local Networks and Internationalization
Cainelli, G., Mazzanti, M., & Montresor, S. (2012) · Industry and Innovation · doi:10.1080/13662716.2012.739782 · Cited by 367
“The importance of networking activities, both among firms and between firms and other kind of organizations (in particular, research organizations), has been largely recognized in urban and regional studies (Fritsch & Schwirten, 1999; Fritsch, 2001).”
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“…range has been provided for the US (Varga 2000; Anselin et al. 2000; Almeida and Kogut 1999; Acs et al. 1991; Jaffe 1989; Caiazza and Audretsch 2013), Italy (Caiazza 2013; Capello 2001; Audretsch and Vivarelli 1996), Germany (Fritsch 2001), Europe (Caiazza 2013; Maurseth and Verspagen 1998).”
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BackgroundBeyond Education: The Role of Research Universities in Innovation Ecosystems
Schaeffer, P. R., Fischer, B. B., & de Queiroz, S. R. R. (2018) · Foresight-Russia · doi:10.17323/2500-2597.2018.2.50.61 · Cited by 92
“Furthermore, the spatial proximity is of utmost relevance for establishing interactions with universities and research institutes [Fritsch, 2001; Fritsch, Slavtchev, 2007; Moodysson et al., 2008; Uyarra, 2010], making the case for academic units to be considered the ‘anchors’ of innovation…”
BackgroundPublic Research in Regional Networks of Innovators: A Comparative Study of Four East German Regions
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“Among the network actors, of explicit interest is public research organizations, ie, universities and non-university publicly funded research institutes, since geographical proximity seems to be especially important for their interactions with industry (F ritsch , 2001 ).”
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“Cooperative relationships are a channel for knowledge spillovers, and cooperation is favoured by geographical proximity (Fritsch, 2001).”
BackgroundIMPACT ON FIRMS OF THE USE OF KNOWLEDGE EXTERNAL SOURCES: A SYSTEMATIC REVIEW OF THE LITERATURE
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“…back to a wide and heterogeneous stream of literature that ranges from research on innovation systems (Brusoni & Prencipe, 2013; Cooke et al., 1997; Fritsch, 2001), clusters (Delgado et al., 2010; Feldman et al., 2005; Vol.: (0123456789) Porter, 1998), networks (Hoang & Antoncic, 2003; Nijkamp,…”
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“Gordon and McCann, 2000; Martin and Sunley, 2003; Porter, 1998), whereas research on innovation systems analyses the contribution of different agents in the generation and diffusion of knowledge and innovation at different spatial levels (e.g. Asheim and Isaksen, 2002; Cooke, 2002; Cooke et al., 1997; Freeman, 2004; F…”
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“As a consequence, such relations can often be found at a regional level (Keeble and Wilkinson, 2000; Fritsch, 2001; Tödtling et al., 2006; Trippl et al., 2009).”
BackgroundInfluentialFreitas, I. M. B., Rossi, F., & Geuna, A. (2014) · Papers of the Regional Science Association · doi:10.1111/pirs.12054 · Cited by 45
“Also most studies that compare the decision to collaborate with a university in the firm’s own region with a decision to collaborate with a university in another region, show that larger, more R&D intensive firms, and firms that belong to a group, are more likely to collaborate with universities outside their home reg…”
BackgroundInfluentialRegional technology policy and factors shaping local innovation networks in small German cities
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“…and the incubator hypothesis have been applied to explain why the local- and regional-level innovation performance of firms and economic growth are influenced by economies generated by the spatial proximity of the actors and associated externalities (Koschatzky & Sternberg, 2000; Fritsch, 2001).”
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“Previous theoretical approaches in this vein include National Systems of Innovation (Lundvall, 1992; Freeman, 1995) and National Systems of Entrepreneurship (Acs et al., 2014), Regional Innovation Systems (Cooke et al., 1997; Fritsch, 2001), the cluster-based theory of competitive advantage (Delgado, Porter and Stern,…”
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“This is similar to what was reported in Fritsch (2001), who argued that effects of regional cooperation efforts are limited by actors’ willingness to collaborate and the effectuation of such willingness into concrete actions.”
BackgroundResultRegional innovation evolution and economic performance
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“In this respect, regional innovation systems (RIS) (Asheim et al., 2016; Cooke, Heidenreich, & Braczyk, 2004; Fritsch, 2001), milieux innovateurs (Camagni, 1991), learning regions (Hassink & Klaerding, 2012; Lundvall & Johnson, 1994) and regional patterns of innovation (Capello & Lenzi, 2013a)…”
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“A parallel interest in regional/urban studies and economic geography has attracted the ‘regionalization’ of industry-research co-operation and the regional concentration of its effects (Fritsch and Schwirten 1999; Fritsch 2001; Ponds et al. 2007).”
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“For several countries, there are many studies that show the importance of external partnerships regarding improvements in the firm’s innovation capability (Fritsch and Lukas, 1999; Fritsch and Lukas, 2001; Kaufmann and Tödtling, 2000; Kaufmann and Tödtling, 2001; Bayona et al., 2001; Romijn and Albaladejo, 2002; Haged…”
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“…firms belonging to activity sectors such as high technological, electronics, computer science, and biochemistry are expected to innovate more than are other kinds of firms (Bayona et al., 2001; Fritsch & Lukas, 1999, 2001; Kaufmann & Tödtling, 2000, 2001; Romijn & Albaladejo, 2002; Tether, 2002).”
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“Page 8 of 16 first for a discovery to occur (Germunden, Heydebreck and Herden, 1992; Hendry, Brown and Defillippi, 2000; Fritsch, 2001).”
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“The influence of the sector of activity on the innovation capacity of the firms is highlighted in various studies (Bayona, Garcia-Marco, Huerta, 2001; Fritsch & Lukas, 2001; Kaufmann & Tödtling, 2001; Romijn & Albaladejo, 2002; Tether, 2002; Tsai, 2001).”
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“Fritsch (2001) also emphasized in his study in Germany that spatial proximity is important for collaboration among firms.”
BackgroundFamily-managed firms, external sources of knowledge and innovation
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“While geographical proximity has been traditionally regarded as crucial for the emergence of R&D collaboration (Marek et al. 2017; Fritsch 2001), other non-spatial forms of proximity, such as social proximity, overlap (Mattes 2012).”
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“…from their environment during their period of acceleration by using the early discovery and growth process to share information and resources in ways that draw in more ecosystem participants (Fritsch, 2001; Feldman and Francis, 2004; Feldman, Francis, and Bercovitz, 2005; Feldman and Zoller, 2012).”
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“The interactive model and the literature on RIS highlight the importance of routine production activities – learning by doing – adaptation to technologies and systems – learning using – and interaction between the company’s internal and external agents (including clients, suppliers, R&D agents, technological centres a…”
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“…for innovation success, which could, however, impede the creation of new products due to the so-called path dependence (the ‘lock-in-effects’ shown in Fritsch, 2001; Cooke and Memedovic, 2003).1 Second, in a spatial sense, the ‘closure’-aspect of the regional innovation process is emphasized,…”
BackgroundMoreira, J., & Madeira, M. J. (2014) · Contemporary Management Research · doi:10.7903/cmr.12370 · Cited by 15
“…; Romijn & Albaladejo, 2002); however, in order for this to succeed, bonds of trust must be established between the partners and the negative effects associated with innovation minimized, particularly the associated risk (Fritsch & Lukas, 1999 ; Fritsch & Lukas, 2001 ; Kaufmann & Tödtling, 2001).”
BackgroundRELACIONAMENTOS EXTERNOS NO ÂMBITO DA INOVAÇÃO EMPRESARIAL: MODELO APLICADO AOS AVANÇOS INOVADORES*
Madeira, M. J., Raposo, M. L. B., Ferrão, M. E., & Moreno, J. J. J. (2005) · RePEc: Research Papers in Economics · Cited by 15
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“The influence of the activity sector in the firm’s innovative capability is highlighted in several previous studies (Fritsch and Lukas, 1999, 2001; Kaufmann and Tödtling, 2000, 2001; Bayona, García-Marco, Huerta, 2001; Romijn and Albaladejo, 2002; Tether, 2002).”
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Self-citationHanif, M. I., & Irshad, M. (2018) · International Journal of Marketing Studies · doi:10.5539/ijms.v10n2p118 · Cited by 13
“It is measured by taking open innovation/co-innovation utilizing external and internal sources for adding value to products and services (Michael Fritsch, 2001).”
BackgroundWho with whom: Co‐operation activities in a cluster region
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“Fritsch (2001) finds a positive influence of the share of R&D staff on collaboration on the firm level.”
BackgroundInfluentialReinforcing the Entrepreneurial Innovation Capacity of Industrial SMEs with Networks
Madeira, M. J., & Leitão, J. C. C. (2009) · International studies in entrepreneurship · doi:10.1007/978-1-4419-0249-8_8 · Cited by 12
“The influence of the activity sector in the firm’s innovative capacity is highlighted by previous studies ( Fritsch and Lukas 1999, 2001 ; Kaufmann and Todtling 2000, 2001 ; Bayona et al . 2001 ; Romijn and Albaladejo 2002 ; Tether 2002 ; Nieto and Santamaria 2007) . Firms belonging to activity sectors with high techn…”
BackgroundMethodResultInfluentialCooperation of enterprises in innovative activities on the example of Polish regions
Nowak, P. (2021) · Equilibrium Quarterly Journal of Economics and Economic Policy · doi:10.24136/eq.2021.031 · Cited by 11
Technological Entrepreneurship: How does Environmental Turbulence Impact upon Collaboration Risk?
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“That information sources can act on information opportunities and alter information directions to improve the delivery of information services Fritsch (2001) 3 German regions”
BackgroundKnowledge and innovation in the Lebanese software industry
Hassen, T. B. (2018) · Cogent Social Sciences · doi:10.1080/23311886.2018.1509416 · Cited by 10
Innovation Activities in the Service Sector: Empirical Evidence from Portuguese Firms
Madeira, M. J., Sousa, G. F. S., Moreira, J., & Simões, J. M. M. (2011) · Journal of Knowledge Management, Economics and Information Technology · Cited by 10
Public Research in Regional Networks of Innovators: A Comparative Study of Four East-German Regions
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Blair, N., Berry, J. P., & McGreal, S. (2007) · Urban Studies · doi:10.1080/00420980601131928 · Cited by 9
Eckey, H.-F., Kosfeld, R., & Türck, M. (2005) · Journal of Contextual Economics – Schmollers Jahrbuch · doi:10.3790/schm.125.2.239 · Cited by 9
Rodríguez‐Soler, J., & Icart, I. B. (2017) · Studies in Continuing Education · doi:10.1080/0158037x.2017.1343239 · Cited by 8
“…& Francis Group CONTACT Joan Rodríguez-Soler joan.rodriguez.soler@uab.cat From the RIS approach, the studies of the innovation processes of the SMEs have focused on aspects such as cooperation with clients and suppliers and relationships with R&D agents (Asheim and Coenen 2005; Fritsch 2001).”
BackgroundDETERMINANTS OF PROPENSITY VS. INTENSITY OF INNOVATION CO-OPERATION FOR SMEs
Cloutier, A., & Amara, N. (2018) · International Journal of Innovation Management · doi:10.1142/s1363919618400042 · Cited by 8
Regional innovation policy and innovative behaviours. A propensity score matching evaluationPreprint
Antonioli, D., Marzucchi, A., & Montresor, S. (2012) · RePEc: Research Papers in Economics · doi:10.13039/501100009879 · Cited by 8
“RIS are not places where cooperation in innovation is “free-lunch” (Fritsch, 2001).”
BackgroundBilingualism and regional entrepreneurship
Audretsch, D. B., Belitski, M., & Eichler, G. M. (2020) · The Annals of Regional Science · doi:10.1007/s00168-020-01004-3 · Cited by 7
“…are also limited: improving the productivity (van Praag 2007), attracting skilled labor (Kenney and Patton 2005), facilitating innovations systems (Fritsch 2001) and entrepreneurial ecosystems (Isenberg 2010; Stam 2015; Audretsch and Belitski 2017), investing in social capital (Westlund and…”
BackgroundInnovación y territorio. Una encuesta a pequeñas y medianas empresas industriales
Lavía, C., Otero, B., Olazaran, M., & Gallastegi, E. A. (2011) · Revista Internacional de Sociología · doi:10.3989/ris.2009.11.06 · Cited by 6
Innovation-oriented Land-use Policy at the Sub-national Level: Case Study from Germany
Friedrich, P., & Nam, C. W. (2013) · Studies in Regional Science · doi:10.2457/srs.43.223 · Cited by 6
“…of firms and economic growth are influenced by economies generated by the spatial proximity of the actors (like relations among located firms, research institutions, government agencies, etc.) and associated externalities (Glaeser et al., 1992 ; Mills and McDonald, 1992 ; Fritsch, 2001).”
Borin, E., & Juno-Delgado, E. (2018) · European Journal of Cultural Management and Policy · doi:10.3389/ejcmp.2023.v8iss1-article-2 · Cited by 6
“It includes studies on entrepreneurship as related to clusters (Marshall, 1920; Porter, 1998; Mommaas, 2004), innovation systems (Cooke, Gomez Uranga & Etxebarria, 1997; Fritsch, 2001) and networks (Sorenson & Stuart, 2001) that paved the way to the studies on entrepreneurial ecosystems.”
BackgroundLa perspectiva del sistema nacional/regional de innovación: balance y recepción en España
Olazaran, M., & Otero, B. (2009) · Arbor · doi:10.3989/arbor.2009.738n1051 · Cited by 6
Unraveling the impacts of free trade zones on urban innovation intensity: Evidence from China
Wang, Q., Ren, J., Su, H., Chen, Z., & Diao, M. (2025) · Land Use Policy · doi:10.1016/j.landusepol.2025.107901 · Cited by 5
Czemiel-Grzybowska, W. (2022) · Energies · doi:10.3390/en15186543 · Cited by 5
Developing an assessment model for entrepreneurship ecosystems using Hierarchical Decision Model
Almuzel, M., Daim, T. U., Yeşilada, B. A., Dabić, M., & Bolatan, G. İ. S. (2024) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2024.100562 · Cited by 5
Kim, J., & Yoo, C. W. (2007) · International Journal of Technology Management · doi:10.1504/ijtm.2007.012716 · Cited by 5
Innovación en las pymes industriales: una visión desde el modelo interactivo
Gallastegi, E. A., Olazaran, M., Otero, B., & Lavía, C. (2012) · Revista Internacional de Organizaciones · doi:10.17345/rio7.17-43 · Cited by 5
“…es más importante para la cooperación con agentes de I+D que para la cooperación dentro de la cadena de valor, donde alcanzan una notable relevancia las relaciones con clientes y proveedores internacionales (Fritsch, 2001; Doloreux 2003, 2004; Koscahtzky y Zenker, 1999; Gebauer et alii, 2005).”
BackgroundInfluentialHOW CAN RESEARCH NETWORKS IMPROVE THE INNOVATION PROCESSPreprint
Wilhelmsson, M. H. (2007) · RePEc: Research Papers in Economics · Cited by 5
Liao, B., Li, L., & Cao, L. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-04809-w · Cited by 4
“( Barbour & Markusen, 2007; Fritsch, 2001; Li & Cui, 2022).”
SME segmentation and regional development agencies’ innovation support measures
Kruszelnicki, J., Gołuński, M., Ciochoń, P., Noya, M., Pelayo, E., & Żyra, J. (2020) · Regional Studies Regional Science · doi:10.1080/21681376.2020.1811753 · Cited by 4
Wang, Q., Ren, J., Zhang, Y., Su, H., & Diao, M. (2026) · Cities · doi:10.1016/j.cities.2026.107174 · Cited by 3
(2024) · Journal of Competitiveness · doi:10.7441/joc.2024.01.03 · Cited by 3
“Other related systemic theories include regional innovation systems (Fritsch, 2001), clustering (Breschi & Malerba, 2001), technological systems (Bergek et al., 2015), sectoral systems (Malerba, 2002) and mission-oriented systems (Hekkert et al., 2020).”
Critical perspectives on entrepreneurial ecosystems
Coad, A., Domnick, C., Santoleri, P., & Srhoj, S. (2025) · The Journal of Technology Transfer · doi:10.1007/s10961-025-10267-x · Cited by 3
“…1995; Lundvall, 1992) and National Systems of Entrepreneurship (NSE; Acs et al., 2014), Regional Innovation Systems (RIS; Cooke et al., 1997; Fritsch, 2001), the cluster-based theory of competitive advantage (Delgado et al., 2010; Moretti, 2021 ), the Triple helix approach (Etzkowitz &…”
Świadek, A. (2010) · Argumenta Oeconomica · Cited by 3
Icart, I. B., & Rodríguez‐Soler, J. (2014) · Cited by 3
Madeira, M. J., Mainardes, E. W., Raposo, M. L. B., & Sousa, G. F. S. (2012) · Revista de Gestão · doi:10.5700/rege450 · Cited by 3
Otero, B., Lavía, C., Gallastegi, E. A., & Olazaran, M. (2015) · 251 - Enpresa eta Ekonomia Aldizkaria · doi:10.1387/251eea.13402 · Cited by 3
Chang, Y.-A., Lin, B. W., Hung, S. C., & Liu, M. C. (2009) · International Journal of Entrepreneurship and Innovation Management · doi:10.1504/ijeim.2009.023846 · Cited by 3
“In the seminal works of in networks and alliances, Ranjay Gulati proposed that the strategic alliance can be better understood from the angle of social networks which most firms are embedded rather than treating alliances as dyadic exchanges (Gulati, 1998). Gulati (1999) found accumulated networks resources derived fr…”
BackgroundExplaining the change : Creative industries policy from the perspective of social innovation
Tafel-Viia, K., & Lassur, S. (2013) · Territoire en mouvement · doi:10.4000/tem.2170 · Cited by 3
“The dialogical relationships between people with different kinds of expertise stimulate collective learning and innovation activities (Fritsch, 2001 ; Tynjälä and Nikkanen, 2007).”
BackgroundBusiness-to-business networking and its impact on innovation: exploring the UK evidence
Pittaway, L., & Robertson, M. (2004) · Lancaster EPrints (Lancaster University) · Cited by 3
INNOVATION ECOSYSTEMS IN BRAZIL: RESEARCH UNIVERSITIES AS DRIVERS OF COMPETITIVENESS
Schaeffer, P. R., Fischer, B. B., & de Queiroz, S. R. R. (2018) · Anais do ... EGEPE · doi:10.17648/egepe-2018-83439 · Cited by 2
“Furthermore, spatial proximity is of utmost relevance for establishing interactions with universities and research institutes (Fritsch, 2001; Fritsch & Slavtchev, 2007; Moodysson et al., 2008; Uyarra, 2010), making the case for academic units to be considered as ‘anchors’ of innovation ecosystems, fostering aggregate…”
BackgroundResearch opportunities considering student entrepreneurship in university ecosystems
Mosey, S., & Kirkham, P. (2019) · Edward Elgar Publishing eBooks · doi:10.4337/9781788116015.00014 · Cited by 2
Implications of Current Research on Social Innovation in the Basque Country
Gallastegi, E. A., Ubillos, J. B., Camino‐Beldarrain, V., Ezponda, A. G., González, S., Portilla, M. G., Abad, A. G., Luna, Á., Carrasqueño, M. M., Otero, B., et al. (2011) · Cited by 2
Networking of Small Firms: Is the Region a Knowledge Source for Innovation?
Koschatzky, K., & Zenker, A. (2002) · Contributions to economics · doi:10.1007/978-3-642-57467-2_11 · Cited by 2
The Role of Structural Funds in Developing Learning RegionsPreprint
Ritsilä, J., & Haukka, J. (2003) · RePEc: Research Papers in Economics · Cited by 2
Eickelpasch, A. F., & Fritsch, M. J. (2004) · RePEc: Research Papers in Economics · Cited by 2
Self-citationLisbon Agenda, Regional Innovation System and the New EU Cohesion PolicyPreprint
Nam, C. W., Schoenberg, A. M., & Wamser, G. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1922709 · Cited by 2
Determinanten der Vernetzung von Unternehmen der deutschen Photovoltaik-IndustriePreprint
Hornych, C., & Brachert, M. (2010) · RePEc: Research Papers in Economics · Cited by 2
Metadata
- Authors
- Fritsch, M.
- Corresponding author
- Fritsch, Michael
- ORCID
- Fritsch, Michael
- Venue
- Regional Studies
- Publisher
- Informa UK Limited
- Published
- 2001-06
- Volume
- 35
- Issue
- 4
- Pages
- 297-307
- ISSN
- 0034-3404 (ISSN-L)
- 1360-0591
- OpenAlex
- W1984307981
- Cited by
- 136
- References
- 37
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 4 · 2023: 5 · 2022: 4 · 2021: 5 · 2020: 7 · 2019: 4 · 2018: 11 · 2017: 8 · 2016: 1 · 2015: 10 · 2014: 7 · 2013: 6 · 2012: 10
- FWCI
- 12.22
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Regional Studies (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategy and Innovation
- Social Sciences › Development › Regional Development and Innovation
- Social Sciences › Business, Management and Accounting › Management of Technology and Innovation › University-Industry-Government Innovation Models
- Keywords
- inter-firm cooperation, regional innovation systems, manufacturing companies, small and medium-sized enterprises, horizontal cooperation, public research institutions, spatial proximity, interregional differences, firm size, German regions
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