Skip to main content
Log in

The effect of science and technology parks on a firm’s performance: a dynamic approach over time

  • Regular Article
  • Published:
Journal of Evolutionary Economics Aims and scope Submit manuscript

Abstract

We argue that the benefits provided by locations inside science and technology parks evolve over time. Firms inside parks can improve performance due to certain advantages related to knowledge spillovers and shared resources that can be particularly useful in earlier stages of the industry life cycle. In these industries, local knowledge sharing is particularly useful because no standards are clearly established, as we have confirmed in a sample of 12,800 firms from the PITEC database, located either on- or off-park. We also find that young firms can benefit more from the park than more established businesses in terms of both business growth and innovative capacity. Although older firms have greater experience and investments that would increase their capacity to absorb external knowledge, their associated rigidities prevent them from incorporating changes into their structures.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

Similar content being viewed by others

Notes

  1. An open database available online http://icono.fecyt.es/PITEC/Paginas/descarga_bbdd.aspx

  2. The Kolmogorov-Smirnov test determined that the variables were not normally distributed, so we could not use Pearson’s correlations.

  3. Model XV was nearly significant

References

  • Ahuja G, Soda G, Zaheer A (2012) The genesis and dynamics of organizational networks. Organ Sci 23:434–448

    Article  Google Scholar 

  • Allen DN, Mccluskey R (1990) Structure, policy, services, and performance in the business incubator industry. Entrep Theory Pract Vol: 15, No: 2: 61–77

  • Almeida P, Kogut B (1999) Localization of knowledge and the mobility of engineers in regional networks. Manag Sci 45:905–917. doi:10.1287/mnsc.45.7.905

    Article  Google Scholar 

  • Almus M, Nerlinger EA (1999) Growth of new technology-based firms: which factors matter? Small Bus Econ 13:141–154

    Article  Google Scholar 

  • Audretsch D (1987) An empirical test of the industry life cycle. Weltwirtschaftliches Archiv 123(2):297–308

    Article  Google Scholar 

  • Audretsch DB (1998) Agglomeration and the location of innovative activity. Oxford Rev Econ Poli 14:18–29

    Article  Google Scholar 

  • Audretsch DB, Feldman MP (1996) Innovative clusters and the industry life cycle. Rev Ind Organ 11:253–273

    Article  Google Scholar 

  • Bakouros YL, Mardas DC, Varsakelis NC (2002) Science park, a high tech fantasy?: an analysis of the science parks of Greece. Technovation 22:123–128. doi:10.1016/S0166-4972(00)00087-0

    Article  Google Scholar 

  • Balland PA, De Vaan M, Boschma RA (2013) The dynamics of interfirm networks along the industry life cycle: the case of the global video game industry, 1987–2007. J Econ Geogr 13:741–765. doi:10.1093/jeg/lbs023

    Article  Google Scholar 

  • Barbero JL, Casillas JC, Ramos A, Guitar S (2012) Revisiting incubation performance. Technol Forecast Soc Chang 79:888–902. doi:10.1016/j.techfore.2011.12.003

    Article  Google Scholar 

  • Barney J (1991) Firm resources and sustained competitive advantage. J Manag 17:99–120. doi:10.1177/014920639101700108

    Google Scholar 

  • Baum JAC, Mezias S (1992) Localized competition and organizational failure in the Manhattan Hotel Industry, 1898–1990. Adm Sci Q 37:580–604

    Article  Google Scholar 

  • Baum JAC, Calabrese T, Silverman BS (2000) Don’t go it alone: alliance network composition and startups’ performance in Canadian biotechnology. Strat Manag J 21:267–294. doi:10.1002/(SICI)1097-0266(200003)21:3<267::AID-SMJ89>3.0.CO;2-8

    Article  Google Scholar 

  • Bell GG, Zaheer A (2007) Geography, networks, and knowledge flow. Organ Sci 18:955–972. doi:10.1287/orsc.1070.0308

    Article  Google Scholar 

  • Belso-Martinez JA (2006) Do industrial districts influence export performance and export intensity? Evidence for Spanish SMEs’ internationalization process. Eur Plan Stud 14:791–810

    Article  Google Scholar 

  • Bos JWB, Economidou C, Sanders MWJL (2013) Innovation over the industry life-cycle: evidence from EU manufacturing. J Econ Behav Organ 86:78–91. doi:10.1016/j.jebo.2012.12.025

    Article  Google Scholar 

  • Brixy U, Kohaut S (1999) Employment growth determinants in new firms in Eastern Germany. Small Bus Econ 13:155–170

    Article  Google Scholar 

  • Canina L, Enz CA, Harrison JS (2005) Agglomeration effects and strategic orientations: evidence from the U.S. lodging industry. Acad Manag J 48:565–581

    Article  Google Scholar 

  • Capelleras JL, Rialp A, Rialp J (2014) Individual and joint effects of export and technological collaboration on SME growth. The 10th Iberian International Business Conference, Zaragoza, Spain, 256th and 27th September 2014.

  • Cassiman B, Veugelers R (2006) In search of complementarity in innovation strategy: internal R&D and external knowledge acquisition. Manag Sci 52:68–82

    Article  Google Scholar 

  • Chan KF, Lau T (2005) Assessing technology incubator programs in the science park: the good, the bad and the ugly. Technovation 25:1215–1228. doi:10.1016/j.technovation.2004.03.010

    Article  Google Scholar 

  • Chandler G, Baucus D (1996) Gauging performance in emerging businesses: longitudinal evidence and growth pattern analysis. In: Reynolds P, Birley S, Butler J et al (eds) Frontiers of Entrepreneurship Research, Babson Par 491–504

  • Chen KH, Yang CH (2009) Are small firms less efficient? Small Bus Econ 32(4):375–395

    Article  Google Scholar 

  • Clarysse B, Wright M, Lockett A et al (2005) Spinning out new ventures: a typology of incubation strategies from European research institutions. J Bus Ventur 20:183–216. doi:10.1016/j.jbusvent.2003.12.004

    Article  Google Scholar 

  • Colombo MG, Delmastro M (2002) How effective are technology incubators? Evidence from Italy. Res Poli 31:1103–1122

    Article  Google Scholar 

  • De Martino R, Mc Hardy Reid D, Zygliodopoulos SC (2006) Balancing localization and globalization:exploring the impact of firm internationalization on a regional cluster. Entrep Reg Dev 18:1–24. doi:10.1080/08985620500397648

    Article  Google Scholar 

  • Delmar F (1997) Measuring growth: methodological considerations and empirical results. In: Donckels R, Miettinen A (eds) Entrepreneurship and SME research: on its way to the next millennium. Ashgate, Aldershot, pp 199–216

    Google Scholar 

  • Delmar F, Davidsson P, Gartner WB (2003) Arriving at the high-growth firm. J Bus Ventur 18:189–216. doi:10.1016/S0883-9026(02)00080-0

    Article  Google Scholar 

  • Dettwiler P, Lindelöf P, Löfsten H (2006) Utility of location: a comparative survey between small new technology-based firms located on and off science parks—Implications for facilities management. Technovation 26:506–517. doi:10.1016/j.technovation.2005.05.008

    Article  Google Scholar 

  • Díez-Vial I, Fernandez-Olmos M (2014) Knowledge spillovers in science and tecnology parks: how can firms benefit most? The Journal of Technology Transfer, 40(1) 70–84

  • Eisingerich AB, Bell SJ, Tracey P (2010) How can clusters sustain performance? The role of network strength, network openness, and environmental uncertainty. Res Poli 39:239–253. doi:10.1016/j.respol.2009.12.007

    Article  Google Scholar 

  • Evans DS (1987) Tests of alternative theories of firm growth. J Polit Econ 95:657–674

    Article  Google Scholar 

  • Expósito-Langa M, Molina-Morales FX (2010) How relational dimensions affect knowledge redundancy in industrial clusters. Eur Plan Stud 18:1975–1992. doi:10.1080/09654313.2010.515817

    Article  Google Scholar 

  • Expósito-Langa M, Molina-morales FX, Capó-Vicedo J (2011) New product development and absorptive capacity in industrial districts: a multidimensional approach. Reg Stud 45:319–331. doi:10.1080/00343400903241535

    Article  Google Scholar 

  • Felsenstein D (1994) University-related science parks - ‘seedbeds’ or “enclaves” of innovation? Technovation 14:93–110

    Article  Google Scholar 

  • Ferguson R, Olofsson C (2004) Science parks and the development of NTBFs— Location, survival and growth. J Technol Trans 29:5–17. doi:10.1023/B:JOTT.0000011178.44095.cd

    Article  Google Scholar 

  • Filatotchev I, Liu X, Lu J, Wright M (2011) Knowledge spillovers through human mobility across national borders: evidence from Zhongguancun Science Park in China. Res Poli 40:453–462. doi:10.1016/j.respol.2011.01.003

    Article  Google Scholar 

  • Fukugawa N (2006) Science parks in Japan and their value-added contributions to new technology-based firms. Int J Ind Organ 24:381–400. doi:10.1016/j.ijindorg.2005.07.005

    Article  Google Scholar 

  • Gatrell J, Reid N (2006) A geographic perspective on economics, environments and ethics. Springer, The Netherlands

    Google Scholar 

  • Ghemawat P (2010) Finding your strategy in the new landscape. Harv Bus Rev 88:54–60

    Google Scholar 

  • Gilsing V, Nooteboom B, Vanhaverbeke W et al (2008) Network embeddedness and the exploration of novel technologies: technological distance, betweenness centrality and density. Res Poli 37:1717–1731. doi:10.1016/j.respol.2008.08.010

    Article  Google Scholar 

  • Gittelman M (2007) Does geography matter for science-based firms? Epistemic communities research and patenting in biotechnology. Organ Sci 18:724–741

    Article  Google Scholar 

  • Gopalakrishnan S, Bierly PE (2006) The impact of firm size and age on knowledge strategies during product development: a study of the drug delivery industry. IEEE Trans Eng Manag 53:3–16

    Article  Google Scholar 

  • Grant RM (1996) Toward a knowledge-based theory of the firm. Strat Manag J 17:109–122. doi:10.2307/2486994

    Article  Google Scholar 

  • Gulati R (1998) Alliances and networks. Strat Manag J 19:293–317. doi:10.2307/3094067

    Article  Google Scholar 

  • Hansson F, Husted K, Vestergaard J (2005) Second generation science parks: from structural holes jockeys to social capital catalysts of the Knowledge society. Technovation 25:1039–1049

    Article  Google Scholar 

  • Henderson AD (1999) Firm strategy and age dependence: a contingent view of the liabilities of newness, adolescence, and obsolescence. Adm Sci Q 44:281–314

    Article  Google Scholar 

  • Hendry C, Brown J, Defillippi R (2000) Regional clustering of high technology-based firms: opto-electronics in three countries. Reg Stud 34:129–144

    Article  Google Scholar 

  • Hitt M, Hoskisson RE, Kim H (1997) International diversification: effects on innovation and firm performance in product‐diversified firms. Acad Manag J 40(4):767–798

    Article  Google Scholar 

  • Inkpen AC, Tsang EWK (2005) Social capital, networks, and knowledge transfer. Acad Manag Rev 30:146–165. doi:10.5465/AMR.2005.15281445

    Article  Google Scholar 

  • Johannisson B (1998) Personal networks in emerging knowledge-based firms: spatial and functional patterns. Entrep Reg Dev 10:297–312

    Article  Google Scholar 

  • Kalnins A, Chung W (2004) Resource-seeking agglomeration: a study of market entry in the lodging industry. Strat Manag J 25:689–699. doi:10.1002/smj.403

    Article  Google Scholar 

  • Karniouchina EV, Carson SJ, Short JC, Jr DJK (2013) Research notes and commentaries extending the firm vs. Industry debate: does industry life cycle stage matter? Strat Manag J 34:1010–1018. doi:10.1002/smj

    Article  Google Scholar 

  • Kogut B, Zander U (1992) Knowledge of the firm, combinative capabilities, and the replication of technology. Organ Sci 3:383–397

    Article  Google Scholar 

  • Kraatz MS, Zajac EJ (2001) How organizational resources affect strategic change and performance in turbulent environments. Organ Sci 12:632–657. doi:10.1287/orsc.12.5.632.10088

    Article  Google Scholar 

  • Kukalis S (2010) Agglomeration economies and firm performance: the case of industry clusters. J Manag 36:453–481. doi:10.1177/0149206308329964

    Google Scholar 

  • Langlois RN (1992) Transaction-cost economics in real time. Ind Corp Chang 1:99–127

    Article  Google Scholar 

  • Lazaric N, Longhi C, Thomas C (2008) Gatekeepers of knowledge versus platforms of knowledge: from potential to realized absorptive capacity. Reg Stud 42:837–852. doi:10.1080/00343400701827386

    Article  Google Scholar 

  • Levin DZ, Cross R (2004) The strength of weak ties you can trust: the mediating role of trust in effective knowledge transfer. Manag Sci 50:1477–1490. doi:10.1287/mnsc.1030.0

    Article  Google Scholar 

  • Liebeskind JP, Oliver AL, Zucker L, Brewer M (1996) Social networks, sourcing in new learning, scientific and flexibility: knowledge biotechnology firms. Organ Sci 7:428–443

    Article  Google Scholar 

  • Lindelöf P, Löfsten H (2003) Science Park location and new technology-based firms in Sweden – Implications for strategy and performance. Small Bus Econ 20:245–258

    Article  Google Scholar 

  • Liskey M (2008) Knowledge spillovers from public research institutions: evidence from Japanese high-technology start-up firms, chapter 9. In: A Groen, P Van Der Sijde, R Oakey, G Cook (eds) New technology-based firms in the new millennium (New Technology-Based Firms in the New Millennium, Emerald Group Publishing Limited: 117–145

  • Löfsten H, Lindelöf P (2005) R&D networks and product innovation patterns—academic and non-academic new technology-based firms on science parks. Technovation 25:1025–1037. doi:10.1016/j.technovation.2004.02.007

    Article  Google Scholar 

  • Löwegren M (2003) New technology-based firms in science parks: a study of resources and absorptive capacity. Lund University Press, Sweden

    Google Scholar 

  • Mansfield E (1962) Entry, Gibrat’s Law, Innovation, and the growth of firms. Am Econ Rev 52(5):1023–1051

    Google Scholar 

  • March JG (1991) Exploration and exploitation in organizational learning. Organ Sci 2:101–123

    Google Scholar 

  • Massey D, Quintas P, Wield D (1992) High-tech fantasies: science parks in society, science and space. Routledge, London

    Google Scholar 

  • McAdam M, McAdam R (2008) High tech start-ups in University Science Park incubators: the relationship between the start-up’s lifecycle progression and use of the incubator’s resources. Technovation 28:277–290. doi:10.1016/j.technovation.2007.07.012

    Article  Google Scholar 

  • McCann BT, Folta TB (2008) Location matters: where we have been and where we might go in agglomeration research. J Manag 34:532–565. doi:10.1177/0149206308316057

    Google Scholar 

  • McCann BT, Folta TB (2011) Performance differentials within geographic clusters. J Bus Ventur 26:104–123. doi:10.1016/j.jbusvent.2009.04.004

    Article  Google Scholar 

  • Mcfadyen MA, Cannella AA (2004) Social capital and knowledge creation: diminishing returns of the number and strength of exchange. Acad Manag J 47:735–746

    Article  Google Scholar 

  • Mian SA (1996) Assessing value-added contributions of university technology business incubators to tenant firms. Res Poli 25:325–335

    Article  Google Scholar 

  • Mian SA (1997) Assessing and managing the university technology business incubator: an integrative framework. J Bus Ventur 12:251–285

    Article  Google Scholar 

  • Moran P (2005) Structural vs. relational embeddedness: social capital and managerial performance. Strat Manag J 26:1129–1151. doi:10.1002/smj.486

    Article  Google Scholar 

  • Nahapiet J, Ghoshal S (1998) Social capital, intellectual capital, and the organizational advantage. Acad Manag Rev 23:242–266

    Google Scholar 

  • Nelson RR, Winter SG (1982) An evolutionary theory of economic change. Harvard University Press, Harvard.

  • Nyström K (2005) Firm maturity and product and process R & D in Swedish Manufacturing Firms. Tech. Rep. 39. Centre of Excellence for Science and Innovation Studies, Royal Institute of Technology (39):1–29

  • O’Regan N, Ghobadian A, Gallear D (2006) In search of the drivers of high growth in manufacturing SMEs. Technovation 26(1):30–41

    Article  Google Scholar 

  • Owen-Smith J, Powell WW (2004) Knowledge networks as channels and conduits: the effects of spillovers in the Boston Biotechnology community. Organ Sci 15:5–21

    Article  Google Scholar 

  • Phan PH, Siegel DS, Wright M (2005) Science parks and incubators: observations, synthesis and future research. J Bus Ventur 20:165–182. doi:10.1016/j.jbusvent.2003.12.001

    Article  Google Scholar 

  • Podolny JM, Page KL (1998) Networks forms of organization. Annu Rev Soc 24:57–76

    Article  Google Scholar 

  • Polanyi M (1966) The tacit dimension. Anchor Day Books, New York

    Google Scholar 

  • Powell WW, Koput KW, Smith-Doerr L (1996) Interorganizational and the collaboration locus of innovation: networks of learning in biotechnology. Adm Sci Q 41:116–145

    Article  Google Scholar 

  • Prahalad CK, Richard AB (1986) The dominant logic: a new linkage between diversity and performance. Strat Manag J 7:485–501. doi:10.2307/2486135

    Article  Google Scholar 

  • Quintas P, Wield D, Massey D (1992) Academic-industry links and innovation: questioning the science park model. Technovation 12:161–175. doi:10.1016/0166-4972(92)90033-E

    Article  Google Scholar 

  • Sammarra A, Biggiero L (2008) Heterogeneity and specificity of inter-firm knowledge flows in innovation networks. J Manag Stud 45:800–829

    Article  Google Scholar 

  • Schutjens V, Stam E (2003) The evolution and nature of young firm networks: a longitudinal perspective. Small Bus Econ 21:115–134

    Article  Google Scholar 

  • Shaver JM, Flyer F (2000) Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States. Strat Manag J 21:1175–1193

    Article  Google Scholar 

  • Sher PJ, Yang PY (2005) The effects of innovative capabilities and R&D clustering on firm performance: the evidence of Taiwan’s semiconductor industry. Technovation 25(1):33–43

    Article  Google Scholar 

  • Siegel DS, Westhead P, Wright M (2003a) Science Parks and the performance of new technology-based firms: a review of recent U. K. Evidence and an agenda for future research. Small Bus Econ 20:177–184

    Article  Google Scholar 

  • Siegel DS, Westhead P, Wright M (2003b) Assessing the impact of university science parks on research productivity: exploratory firm-level evidence from the United Kingdom. International journal of industrial organization 21:1357–1369

  • Sorensen JB, Stuart TE (2000) Aging, obsolescence, and organizational innovation. Adm Sci Q 45:81–112

    Article  Google Scholar 

  • Stinchcombe (1965) Stinchcombe, A. L., & March, J. G. (1965). Social structure and organizations. Advances in strategic management, 17, 229-259.

  • Teece DJ (1986) Profiting from technological innovation: implications for integration, collaboration, licensing and public policy. Res Poli 15:285–305

    Article  Google Scholar 

  • Teece DJ, Pisano G, Shuen A (1997) Dynamic capabilities and strategic management. Strat Manag J 18:509–533. doi:10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z

    Article  Google Scholar 

  • Ter Wal ALJ (2014) The dynamics of the inventor network in German biotechnology: geographic proximity versus triadic closure. J Econ Geogr 14:589–620. doi:10.1093/jeg/lbs063

    Article  Google Scholar 

  • Ter Wal ALJ, Boschma RA (2009) Applying social network analysis in economic geography: framing some key analytic issues. Ann Reg Sci 43:739–756. doi:10.1007/s00168-008-0258-3

    Article  Google Scholar 

  • Thornhill S, Amit R (2003) Learning about failure: bankruptcy, firm age, and the resource-based view. Organ Sci 14:497–509

    Article  Google Scholar 

  • Tushman ML, Tushman ML, O’Reilly CA, O’Reilly CA (1996) Ambidextrous organizations: managing evolutionary and revolutionary change. Calif Manage Rev 38:8–30. doi:10.1080/09652540903536982

    Article  Google Scholar 

  • Vásquez-Urriago, Á. R., Barge-Gil, A., Rico, A. M., & Paraskevopoulou, E. (2014). The impact of science and technology parks on firms’ product innovation: empirical evidence from Spain. Journal of Evolutionary Economics, 24(4), 835–873

  • Vedovello C (1997) Science parks and university-industry interaction: geographical proximity between the agents as a driving force. Technovation 17:491–531. doi:10.1016/S0166-4972(97)00027-8

    Article  Google Scholar 

  • Villasalero M (2014) University knowledge, open innovation and technological capital in Spanish science parks: research revealing or technology selling? J Intellect Cap 15:1469–1930

    Article  Google Scholar 

  • Wang C, Hsu L, Fang S (2008) The determinants of internationalization: evidence from the Taiwan high technology industry. Technol Forecast Soc Chang 75:1388–1395

    Article  Google Scholar 

  • Wang L, Madhok A, Li SX (2013) Agglomeration and clustering over the industry life cycle: toward a dynamic model of geographic concentration. Strat Manag J 35:995–1012. doi:10.1002/smj

    Article  Google Scholar 

  • Westhead P (1997) R&D “inputs” and “outputs” of technology-based firms located on and off science parks. R&D Manag 27:45–62. doi:10.1111/1467-9310.00041

    Article  Google Scholar 

  • Westhead P, Batstone S (1998) Independent technology-based firms: the perceived benefits of a Science Park location. Urban Stud 35:2197–2219. doi:10.1080/0042098983845

    Article  Google Scholar 

  • Westhead P, Storey D (1995) Links between higher education institutions and high-technology firms. J Manag Sci 23:345–360

    Google Scholar 

  • Yang C-H, Motohashi K, Chen J-R (2009) Are new tecnology-based firms located on science parks really more innovative? Res Poli 38:77–85. doi:10.1016/j.respol.2008.09.001

    Article  Google Scholar 

  • Yli-Renko H, Autio E, Sapienza HJ (2001) Social capital, knowledge acquisition, and knowledge exploitation in young technology-based firms. Strat Manag J 22:587–613. doi:10.1002/smj.183

    Article  Google Scholar 

  • Zahara AA, George G (2002) Absorptive capacity: a review, reconceptualization, and extension. Acad Manag Rev 27:185–203

    Google Scholar 

  • Zucker LG, Darby MR, Armstrong J (1998) Geographically localized knowledge: spillovers or markets? Econ Inq 36:65–86

    Article  Google Scholar 

Download references

Acknowledgments

Funding for this research was provided by the Spanish Ministry of Science and Innovation (ECO2015-67122-R, ECO2014-57131-R, ECO2011-29445), the Government of Aragón (Spain) and the European Social Fund through the COMPETE research group (S125). The authors are also grateful for the financial assistance obtained through Project ref UZ2016-SOC-01 and project 27242 from the Cátedra de Empresa Familiar (University of Zaragoza) and Grupo de Investigación Consolidado Estrategias de Crecimiento Empresarial (940376) – Universidad Complutense de Madrid.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Isabel Diez-Vial.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Diez-Vial, I., Fernández-Olmos, M. The effect of science and technology parks on a firm’s performance: a dynamic approach over time. J Evol Econ 27, 413–434 (2017). https://doi.org/10.1007/s00191-016-0481-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00191-016-0481-5

Keywords

JEL classification

Navigation