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Firms' motivations for cooperative R&D: an empirical analysis of Spanish firms
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- Silva, Maria José & Leitão, João, 2007. "Cooperation in Innovation Practices among Portuguese Firms: Do Universities Interface Innovative Advances?," MPRA Paper 5215, University Library of Munich, Germany.
- Spyros Arvanitis, 2012. "How do different motives for R&D cooperation affect firm performance? – An analysis based on Swiss micro data," Journal of Evolutionary Economics, Springer, vol. 22(5), pages 981-1007, November.
- Bernhard Dachs & Bernd Ebersberger & Andreas Pyka, 2004. "Why do Firms Co-operate for Innovation? - A comparison of Austrian and Finnish CIS 3 results," Discussion Paper Series 255, Universitaet Augsburg, Institute for Economics.
- Paulo Santos & Aurora A.C. Teixeira & Ana Brochado, 2006. "The ‘de-territorialisation of closeness’ - a typology of international successful R&D projects involving cultural and geographic proximity," FEP Working Papers 222, Universidade do Porto, Faculdade de Economia do Porto.
- Almas Heshmati & Flávio Lenz-Cesar, 2015.
"Policy simulation of firms’ cooperation in innovation,"
Research Evaluation, Oxford University Press, vol. 24(3), pages 293-311.
- Heshmati, Almas & Lenz-Cesar, Flávio, 2014. "Policy Simulation of Firms Cooperation in Innovation," Working Paper Series in Economics and Institutions of Innovation 357, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
- Estrada, Isabel & de la Fuente, Gabriel & Martín-Cruz, Natalia, 2010. "Technological joint venture formation under the real options approach," Research Policy, Elsevier, vol. 39(9), pages 1185-1197, November.
- Claudio A. Piga & Marco Vivarelli, 2004.
"Internal and External R&D: A Sample Selection Approach,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 457-482, September.
- Claudio A. Piga & Marco Vivarelli, 2003. "Internal and External R&D: A Sample Selection Approach," Papers on Entrepreneurship, Growth and Public Policy 2004-05, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
- Spyros Arvanitis, 2009. "How do different motives for R&D cooperation affect firm performance?," KOF Working papers 09-233, KOF Swiss Economic Institute, ETH Zurich.
- Rabeh Morrar & Faïz Gallouj & Hakim Hammadou, 2012.
"Public-private innovation networks and innovation activities in French service firms,"
Journal of Innovation Economics, De Boeck Université, vol. 0(2), pages 191-217.
- Rabeh Morrar & Faïz Gallouj & Hakim Hammadou, 2010. "Public-private innovation networks and innovation activities in French service firms," Post-Print halshs-01113962, HAL.
- Rabeh Morrar & Faïz Gallouj & Hakim Hammadou, 2012. "Public-private innovation networks and innovation activities in French service firms," Post-Print halshs-01133806, HAL.
- Ratzmann, Martin & Gudergan, Siegfried P. & Bouncken, Ricarda, 2016. "Capturing heterogeneity and PLS-SEM prediction ability: Alliance governance and innovation," Journal of Business Research, Elsevier, vol. 69(10), pages 4593-4603.
- Silva, Maria José & Leitão, João, 2007. "What Determines the Entrepreneurial Innovative Capability of Portuguese Industrial Firms?," MPRA Paper 5216, University Library of Munich, Germany.
- Bianchi, Mattia & Murtinu, Samuele & Scalera, Vittoria G., 2019. "R&D Subsidies as Dual Signals in Technological Collaborations," Research Policy, Elsevier, vol. 48(9), pages 1-1.
- Henar Alcalde & Maribel Guerrero, 2016. "Open business models in entrepreneurial stages: evidence from young Spanish firms during expansionary and recessionary periods," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 393-413, June.
- Maria JOSE SILVA & Gastão SOUSA & Jacinta MOREIRA & Jorge SIMÕES, 2011. "Innovation Activities in the Service Sector: Empirical Evidence from Portuguese Firms," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 1(6), pages 1-17, October.
- Mora-Valentin, Eva M. & Montoro-Sanchez, Angeles & Guerras-Martin, Luis A., 2004. "Determining factors in the success of R&D cooperative agreements between firms and research organizations," Research Policy, Elsevier, vol. 33(1), pages 17-40, January.
- Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
- Anja Dettmann & Sidonia Proff & Thomas Brenner, 2015.
"Co-operation over distance? The spatial dimension of inter-organizational innovation collaboration,"
Journal of Evolutionary Economics, Springer, vol. 25(4), pages 729-753, September.
- Anja Dettmann & Sidonia von Proff & Thomas Brenner, 2012. "Co-operation over Distance? The Spatial Dimension of Inter-organisational Innovation Collaboration," Working Papers on Innovation and Space 2012-03, Philipps University Marburg, Department of Geography.
- Vitaliy Roud & Valeriya Vlasova, 2016. "Firm-Level Evidence on the Cooperative Innovation Strategies in Russian Manufacturing," HSE Working papers WP BRP 63/STI/2016, National Research University Higher School of Economics.
- Maria José Madeira Silva & Mário Lino Barata Raposo & Maria Eugénia Ferrão & Juan José Jiménez Moreno, 2005. "Relacionamentos Externos no âmbito da Inovação Empresarial: Modelo aplicado aos avanços inovadores," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 0(1), pages 5-19.
- Claudio A. Piga & Gianfranco Atzeni, 2007.
"R&D Investment, Credit Rationing And Sample Selection,"
Bulletin of Economic Research, Wiley Blackwell, vol. 59(2), pages 149-178, April.
- Gianfranco Atzeni & Claudio Piga, 2005. "R&D investment, Credit Rationing and Sample Selection," Discussion Paper Series 2005_6, Department of Economics, Loughborough University, revised Jun 2005.
- Okamuro, Hiroyuki & Kato, Masatoshi & Honjo, Yuji, 2011. "Determinants of R&D cooperation in Japanese start-ups," Research Policy, Elsevier, vol. 40(5), pages 728-738, June.
- Maw-Shin Hsu & Feng-Jyh Lin, 2014. "The Impact of Motivational Factors of Participation in R&D Consortia on Firm Performance," Journal of Economics and Management, College of Business, Feng Chia University, Taiwan, vol. 10(2), pages 129-156, July.
- Lai, Wen-Hsiang & Chang, Pao-Long, 2010. "Corporate motivation and performance in R&D alliances," Journal of Business Research, Elsevier, vol. 63(5), pages 490-496, May.
- Irène Kilubi & Hans-Dietrich Haasis, 2016. "26 Years of Strategic Technology Partnering: Investigating Trends, Patterns and Future Prospects in Research Through Frequency Analysis," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 13(02), pages 1-44, April.
- Silvia Vicente-Oliva & Ángel Martínez-Sánchez & Luis Berges-Muro, 2016. "Enhancing The Outcomes In R&D Collaborative Projects: An Empirical Analysis Of The Middle Ebro Valley In Spain," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(07), pages 1-34, October.
- Santamaría Sánchez, Luis & Surroca Aguilar, Jorge, 2004. "Idoneidad del socio tecnológico : un análisis con datos de panel," DEE - Documentos de Trabajo. EconomÃa de la Empresa. DB db040704, Universidad Carlos III de Madrid. Departamento de EconomÃa de la Empresa.
- Daisuke Kanama & Kohei Nishikawa, 2017. "What type of obstacles in innovation activities make firms access university knowledge? An empirical study of the use of university knowledge on innovation outcomes," The Journal of Technology Transfer, Springer, vol. 42(1), pages 141-157, February.
- Fernandes, S. & Cesário, M. & Barata, J.M., 2017. "Ways to open innovation: Main agents and sources in the Portuguese case," Technology in Society, Elsevier, vol. 51(C), pages 153-162.
- Chiara Franco & Manuela Gussoni, 2014. "The role of firm and national level factors in fostering R&D cooperation: a cross country comparison," The Journal of Technology Transfer, Springer, vol. 39(6), pages 945-976, December.
- Erika Raquel Badillo & Francisco Llorente & Rosina Moreno, 2014.
"“Cooperation in R&D, firm size and type of partnership: Evidence for the Spanish automotive industry”,"
IREA Working Papers
201430, University of Barcelona, Research Institute of Applied Economics, revised Nov 2014.
- Erika Raquel Badillo & Francisco Llorente & Rosina Moreno, 2014. "“Cooperation in R&D, firm size and type of partnership: Evidence for the Spanish automotive industry”," AQR Working Papers 201417, University of Barcelona, Regional Quantitative Analysis Group, revised Oct 2014.
- Czarnitzki, Dirk & Fier, Andreas, 2003. "Publicly Funded R&D Collaborations and Patent Outcome in Germany," ZEW Discussion Papers 03-24, ZEW - Leibniz Centre for European Economic Research.
- Luca Berchicci & Jeroen P.J. de Jong & Mark Freel, 2013. "Remote Collaboration, Absorptive Capacity, and the Innovative Output of High-tech Small Firms," DRUID Working Papers 13-01, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
- de Faria, Pedro & Lima, Francisco & Santos, Rui, 2010. "Cooperation in innovation activities: The importance of partners," Research Policy, Elsevier, vol. 39(8), pages 1082-1092, October.
- Kenta Nakamura & Hiroyuki Odagiri, 2005. "R&D boundaries of the firm: An estimation of the double-hurdle model on commissioned R&D, joint R&D, and licensing in Japan," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(7), pages 583-615.
- Juan Carlos Martínez-Torres & Jaider Vega-Jurado, 2022. "El impacto de los agentes intermediarios en el proceso de cooperación para innovar: el papel moderador del tamano de la empresa," Estudios Gerenciales, Universidad Icesi, vol. 38(162), pages 2-16, March.
- Pierre Therrien, 2005. "City and innovation: Different size, different strategy," European Planning Studies, Taylor & Francis Journals, vol. 13(6), pages 853-877, September.
- Sung Hyo Hong, 2021. "Determinants of Selection of R&D Cooperation Partners: Insights from Korea," Sustainability, MDPI, vol. 13(17), pages 1-11, August.
- Mohnen, Pierre & Rose, Antoine & Rosa, Julio, 2006. "Buying and Selling Research and Development Services, 1997 to 2002," MERIT Working Papers 2006-018, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Scuotto, Veronica & Beatrice, Orlando & Valentina, Cillo & Nicotra, Melita & Di Gioia, Leonardo & Farina Briamonte, Massimiliano, 2020. "Uncovering the micro-foundations of knowledge sharing in open innovation partnerships: An intention-based perspective of technology transfer," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
- Yu-Wei Chang, 2014. "Exploring scientific articles contributed by industries in Taiwan," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(2), pages 599-613, May.
- Erika Raquel Badillo & Rosina Moreno, 2016. "Are Collaborative Agreements in Innovation Activities Persistent at the Firm Level? Empirical Evidence for the Spanish Case," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 49(1), pages 71-101, August.
- Zhiying Zhang & Hua Cheng & Yabin Yu, 2020. "Relationships among Government Funding, R&D Model and Innovation Performance: A Study on the Chinese Textile Industry," Sustainability, MDPI, vol. 12(2), pages 1-20, January.
- Krammer, Sorin M.S., 2016.
"The role of diversification profiles and dyadic characteristics in the formation of technological alliances: Differences between exploitation and exploration in a low-tech industry,"
Research Policy, Elsevier, vol. 45(2), pages 517-532.
- Krammer, Sorin M.S., 2015. "The role of diversification profiles and dyadic characteristics in the formation of technological alliances: Differences between exploitation and exploration in a low-tech industry," MPRA Paper 64843, University Library of Munich, Germany.
- Hailin Yao & Wei Huang, 2022. "Effect of R&D Subsidies on External Collaborative Networks and the Sustainable Innovation Performance of Strategic Emerging Enterprises: Evidence from China," Sustainability, MDPI, vol. 14(8), pages 1-19, April.
- Rittwik Chatterjee & Srobonti Chattopadhyay, 2015. "Collaborative Research and Rate of Interests," Studies in Microeconomics, , vol. 3(2), pages 140-157, December.
- Edwards-Schachter, Mónica & Anlló, Guillermo & Castro-MartÃnez, Elena & Sánchez-Barrioluengo, Mabel & Fernández De Lucio, Ignacio, 2012. "Motives for inter-firm cooperation on R&D and innovation: empirical evidence from Argentine and Spain," INGENIO (CSIC-UPV) Working Paper Series 201204, INGENIO (CSIC-UPV), revised 04 Jun 2012.
- Tsai, Kuen-Hung & Wang, Jiann-Chyuan, 2009. "External technology sourcing and innovation performance in LMT sectors: An analysis based on the Taiwanese Technological Innovation Survey," Research Policy, Elsevier, vol. 38(3), pages 518-526, April.
- Han, Jing & Guo, Ju-E & Cai, Xun & Lv, Cheng & Lev, Benjamin, 2022. "An analysis on strategy evolution of research & development in cooperative innovation network of new energy vehicle within policy transition period," Omega, Elsevier, vol. 112(C).
- Flavio Lenz-Cesar & Almas Heshmati, 2009. "Determinants of Firms Cooperation in Innovation," TEMEP Discussion Papers 200927, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Nov 2009.
- Corsatea, Teodora Diana & Giaccaria, Sergio & Covrig, Catalin-Felix & Zaccarelli, Nicola & Ardelean, Mircea, 2016. "RES diffusion and R&D investments in the flexibilisation of the European electricity networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1069-1082.
- Lin, Feng-Jyh & Wu, Shang-He & Hsu, Maw-Shin & Perng, Chyuan, 2016. "The determinants of government-sponsored R&D alliances," Journal of Business Research, Elsevier, vol. 69(11), pages 5192-5195.
- Song, Bomi & Seol, Hyeonju & Park, Yongtae, 2016. "A patent portfolio-based approach for assessing potential R&D partners: An application of the Shapley value," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 156-165.
- Mina, Andrea & Bascavusoglu-Moreau, Elif & Hughes, Alan, 2014. "Open service innovation and the firm's search for external knowledge," Research Policy, Elsevier, vol. 43(5), pages 853-866.
- Tsai, Kuen-Hung & Hsieh, Ming-Hung, 2009. "How different types of partners influence innovative product sales: Does technological capacity matter?," Journal of Business Research, Elsevier, vol. 62(12), pages 1321-1328, December.
- Tsouri, Maria & Hanson, Jens & Normann, Håkon Endresen, 2021. "Does participation in knowledge networks facilitate market access in global innovation systems? The case of offshore wind," Research Policy, Elsevier, vol. 50(5).
- Peeters, T.J.G., 2013. "External knowledge search and use in new product development," Other publications TiSEM 300ebb34-b090-4210-b95e-f, Tilburg University, School of Economics and Management.
- Silipo, Damiano B., 2008. "Incentives and forms of cooperation in research and development," Research in Economics, Elsevier, vol. 62(2), pages 101-119, June.
- Segarra Blasco, Agustí & Arauzo Carod, Josep Maria, 2005. "External sources of innovation and industry-university interaction:evidence from Spanish firms," Working Papers 2072/1751, Universitat Rovira i Virgili, Department of Economics.
- Faria, Pedro & Schmidt, Tobias, 2007.
"International Cooperation on Innovation: Empirical Evidence for German and Portuguese Firms,"
ZEW Discussion Papers
07-060, ZEW - Leibniz Centre for European Economic Research.
- Faria, Pedro & Schmidt, Tobias, 2007. "International cooperation on innovation: empirical evidence for German and Portuguese firms," Discussion Paper Series 1: Economic Studies 2007,30, Deutsche Bundesbank.
- Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
- Cassiman, Bruno & Guardo, Chiara di & Valentini, Giovanni, 2005. "Organizing for innovation: R&D projects, activities and partners," IESE Research Papers D/597, IESE Business School.
- Maribel Guerrero & David Urbano & Fernando Herrera, 2019. "Innovation practices in emerging economies: Do university partnerships matter?," The Journal of Technology Transfer, Springer, vol. 44(2), pages 615-646, April.
- Chen, Ling & Yang, Wenhui, 2019. "R&D tax credits and firm innovation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 233-241.
- Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
- Santamaría Sánchez, Luis, 2005. "Novelty of product innovation : the role of different networks," DEE - Working Papers. Business Economics. WB wb056516, Universidad Carlos III de Madrid. Departamento de EconomÃa de la Empresa.
- Seo, Hangyeol & Chung, Yanghon & Yoon, Hyungseok (David), 2017. "R&D cooperation and unintended innovation performance: Role of appropriability regimes and sectoral characteristics," Technovation, Elsevier, vol. 66, pages 28-42.
- Beatriz Junquera & María Mitre, 2007. "Value of bibliometric analysis for research policy: A case study of Spanish research into innovation and technology management," Scientometrics, Springer;Akadémiai Kiadó, vol. 71(3), pages 443-454, June.
- Barajas, A. & Huergo, E. & Moreno, L., 2012. "The Impact of International Research Joint Ventures on SMEs Performance," MPRA Paper 36306, University Library of Munich, Germany.
- C. Piga & M. Vivarelli, 2003. "Sample selection in estimating the determinants of cooperative R&D," Applied Economics Letters, Taylor & Francis Journals, vol. 10(4), pages 243-246.
- Amelie Cloutier & Nabil Amara, 2018. "DETERMINANTS OF PROPENSITY VS. INTENSITY OF INNOVATION CO-OPERATION FOR SMEs," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(05), pages 1-31, June.
- Francisco J. Saez-Martinez & Angela Gonzalez-Moreno, 2011. "Strategic Renewal, Cooperation, and Performance:A Contingency Approach," Journal of Management and Strategy, Journal of Management and Strategy, Sciedu Press, vol. 2(4), pages 43-55, December.
- Abel Lucena, 2011. "The Organizational Designs of R&D Activities and their Performance Implications: Empirical Evidence for Spain," Industry and Innovation, Taylor & Francis Journals, vol. 18(2), pages 151-176.
- Manuela Gussoni, 2009. "The determinants of inter-firms R&D cooperation and partner selection. A literature overview," Discussion Papers 2009/86, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
- Dziurski Patryk & Sopińska Agnieszka, 2020. "Does industry matter? Drivers and barriers for open innovation in high-tech and non-high-tech industries—Evidence from Poland," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 56(4), pages 307-323, December.
- Xia, Mu & Zhao, Kexin & Mahoney, Joseph T., 2008. "Enhancing Value via Cooperation: Firms' Process Benefits from Participation in a Consortium," Working Papers 08-0109, University of Illinois at Urbana-Champaign, College of Business.
- Nohora Mercado-Caruso & Marival Segarra-Oña & David Ovallos-Gazabon & Angel Peiró-Signes, 2020. "Identifying Endogenous and Exogenous Indicators to Measure Eco-Innovation within Clusters," Sustainability, MDPI, vol. 12(15), pages 1-20, July.
- Sánchez-González, Gloria & González-Álvarez, Nuria & Nieto, Mariano, 2009. "Sticky information and heterogeneous needs as determining factors of R&D cooperation with customers," Research Policy, Elsevier, vol. 38(10), pages 1590-1603, December.
- Müller, Dirk, 2010. "Alliance Coordination, Dysfunctions, and the Protection of Idiosyncratic Knowledge in Strategic Learning Alliances," EconStor Preprints 41039, ZBW - Leibniz Information Centre for Economics.
- Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
- Pittino, Daniel & Visintin, Francesca, 2011. "The propensity toward inter-organizational cooperation in small- and medium-sized family businesses," Journal of Family Business Strategy, Elsevier, vol. 2(2), pages 57-68, June.
- Tsai, Kuen-Hung, 2009. "Collaborative networks and product innovation performance: Toward a contingency perspective," Research Policy, Elsevier, vol. 38(5), pages 765-778, June.
- Andrés Barge-Gil & Aurelia Modrego-Rico, 2013. "Relationships Among Technology Institutes and Firms: Are Determining Factors Dependent on the Type of Service Provided?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 4(4), pages 343-369, December.
- Tran Thi Hue, 2019. "The determinants of innovation in Vietnamese manufacturing firms: an empirical analysis using a technology–organization–environment framework," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(3), pages 247-267, September.
- Hyoung Sun Yoo & Chul Lee & Seung-Pyo Jun, 2018. "The Characteristics of SMEs Preferring Cooperative Research and Development Support from the Government: The Case of Korea," Sustainability, MDPI, vol. 10(9), pages 1-18, August.
- Santamaría Sánchez, Luis, 2006. "Technological collaboration : bridging the innovation gap between small and large firms," DEE - Working Papers. Business Economics. WB wb066620, Universidad Carlos III de Madrid. Departamento de EconomÃa de la Empresa.
- Andrés Barge-Gil & Aurelia Modrego, 2011. "The impact of research and technology organizations on firm competitiveness. Measurement and determinants," The Journal of Technology Transfer, Springer, vol. 36(1), pages 61-83, February.
- Chen, Jin & Chen, Yufen & Vanhaverbeke, Wim, 2008. "The influence of scope, depth, and orientation of external technology sources on the innovative performance of Chinese firms," MPRA Paper 22589, University Library of Munich, Germany, revised 2010.
- Flavio Lenz-Cesar & Almas Heshmati, 2010. "Agent-based Simulation of Cooperative Innovation," TEMEP Discussion Papers 201052, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Jan 2010.
- Evelien Lambrecht & Nicole Taragola & Bianka Kühne & Maarten Crivits & Xavier Gellynck, 2015. "Networking and innovation within the ornamental plant sector," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 3(1), pages 1-20, December.
- Heshmati, Almas & Lenz-Cesar, Flávio, 2013. "Determinants and Policy Simulation of Firms Cooperation in Innovation," IZA Discussion Papers 7487, Institute of Labor Economics (IZA).
- Chatterjee, Rittwik & Chattopadhyay, Srobonti, 2015. "Collaborative Research and Rate of Interests," MPRA Paper 62114, University Library of Munich, Germany.
- Lee, Jeho & Park, Seung Ho & Ryu, Young & Baik, Yoon-Suk, 2010. "A hidden cost of strategic alliances under Schumpeterian dynamics," Research Policy, Elsevier, vol. 39(2), pages 229-238, March.