[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/egu/wpaper/1836.html
   My bibliography  Save this paper

Related variety, unrelated variety and the novelty content of firm innovation in urban and non-urban locations

Author

Listed:
  • Marte C.W. Solheim
  • Ron Boschma
  • Sverre Herstad
Abstract
In this paper, we investigate whether the composition of experience-based knowledge accumulated by firms in urban and rural locations is reflected in the novelty content of their innovations. Looking at the manufacturing industry, and using Norwegian Linked Employer- Employee register data (LEED) merged with Community Innovation Survey (CIS) data, we find that unrelated experience variety within firms increases the probability of radical innovation, independently of firms' location, whereas related variety increases the probability of incremental innovation in large-city regions. These results demonstrate that innovation capacity cannot be understood from the single perspective of R&D efforts and strategy as it also depends on experiences accumulated in 'entire organizations' and the locations in which accumulation occurs. Moreover, they suggest that for manufacturing firms, urban locations are not hot spot for radical change. Instead, they support incremental innovative activities by facilitating effective sharing of knowledge between related sectors.

Suggested Citation

  • Marte C.W. Solheim & Ron Boschma & Sverre Herstad, 2018. "Related variety, unrelated variety and the novelty content of firm innovation in urban and non-urban locations," Papers in Evolutionary Economic Geography (PEEG) 1836, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2018.
    • Handle: RePEc:egu:wpaper:1836
    as

    Download full text from publisher

    File URL: http://econ.geo.uu.nl/peeg/peeg1836.pdf
    File Function: Version October 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    2. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    3. Aarstad, Jarle & Kvitastein, Olav A. & Jakobsen, Stig-Erik, 2016. "Related and unrelated variety as regional drivers of enterprise productivity and innovation: A multilevel study," Research Policy, Elsevier, vol. 45(4), pages 844-856.
    4. Paul R. Carlile, 2004. "Transferring, Translating, and Transforming: An Integrative Framework for Managing Knowledge Across Boundaries," Organization Science, INFORMS, vol. 15(5), pages 555-568, October.
    5. Ernest Miguelez & Rosina Moreno, 2018. "Relatedness, external linkages and regional innovation in Europe," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 688-701, May.
    6. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    7. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    8. Sverre J. Herstad, 2018. "Beyond ‘related variety’: how inflows of skills shape innovativeness in different industries," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 396-420, February.
    9. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    10. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    11. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    12. Bernd Ebersberger & Sverre J. Herstad, 2012. "Go abroad or have strangers visit? On organizational search spaces and local linkages," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 273-295, January.
    13. Rune Dahl Fitjar & Franz Huber & Andrés Rodríguez-Pose, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," Industry and Innovation, Taylor & Francis Journals, vol. 23(6), pages 465-487, August.
    14. Richard Shearmur, 2015. "Far from the Madding Crowd," Growth and Change, Wiley Blackwell, vol. 46(3), pages 424-442, September.
    15. Richard Shearmur, 2011. "Innovation, Regions and Proximity: From Neo-Regionalism to Spatial Analysis," Regional Studies, Taylor & Francis Journals, vol. 45(9), pages 1225-1243, February.
    16. Andini, Monica & de Blasio, Guido & Duranton, Gilles & Strange, William C., 2013. "Marshallian labour market pooling: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 1008-1022.
    17. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2017. "Nothing is in the Air," Growth and Change, Wiley Blackwell, vol. 48(1), pages 22-39, March.
    18. Sverre J Herstad, 2018. "Innovation strategy choices in the urban economy," Urban Studies, Urban Studies Journal Limited, vol. 55(6), pages 1185-1202, May.
    19. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    20. Bengt-ake Lundvall & Bjorn Johnson, 1994. "The Learning Economy," Industry and Innovation, Taylor & Francis Journals, vol. 1(2), pages 23-42.
    21. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    22. Herstad, Sverre J. & Sandven, Tore & Ebersberger, Bernd, 2015. "Recruitment, knowledge integration and modes of innovation," Research Policy, Elsevier, vol. 44(1), pages 138-153.
    23. Marja Toivonen & Tiina Tuominen, 2009. "Emergence of innovations in services," The Service Industries Journal, Taylor & Francis Journals, vol. 29(7), pages 887-902, July.
    24. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    25. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    26. Ron Boschma & Rikard Eriksson & Urban Lindgren, 2009. "How does labour mobility affect the performance of plants? The importance of relatedness and geographical proximity," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 169-190, March.
    27. Neil Lee & Andrés Rodríguez-Pose, 2013. "Original Innovation, Learnt Innovation and Cities: Evidence from UK SMEs," Urban Studies, Urban Studies Journal Limited, vol. 50(9), pages 1742-1759, July.
    28. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2011. "Innovating in the Periphery: Firms, Values and Innovation in Southwest Norway," European Planning Studies, Taylor & Francis Journals, vol. 19(4), pages 555-574, April.
    29. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    30. Parrilli, Mario Davide & Alcalde Heras, Henar, 2016. "STI and DUI innovation modes: Scientific-technological and context-specific nuances," Research Policy, Elsevier, vol. 45(4), pages 747-756.
    31. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    32. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    33. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Industrial Diversification in Europe: The Differentiated Role of Relatedness," Economic Geography, Taylor & Francis Journals, vol. 94(5), pages 514-549, October.
    34. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    35. Tammy L. Madsen & Elaine Mosakowski & Srilata Zaheer, 2003. "Knowledge Retention and Personnel Mobility: The Nondisruptive Effects of Inflows of Experience," Organization Science, INFORMS, vol. 14(2), pages 173-191, April.
    36. Arne Isaksen, 2015. "Industrial development in thin regions: trapped in path extension?," Journal of Economic Geography, Oxford University Press, vol. 15(3), pages 585-600.
    37. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    38. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    39. Markus Grillitsch & Magnus Nilsson, 2015. "Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 299-321, January.
    40. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    41. Karen A. Bantel & Susan E. Jackson, 1989. "Top management and innovations in banking: Does the composition of the top team make a difference?," Strategic Management Journal, Wiley Blackwell, vol. 10(S1), pages 107-124, June.
    42. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    43. Castellacci, Fulvio & Gulbrandsen, Magnus & Hildrum, Jarle & Martinkenaite, Ieva & Simensen, Erlend, 2018. "Functional centrality and innovation intensity: Employee-level analysis of the Telenor group," Research Policy, Elsevier, vol. 47(9), pages 1674-1687.
    44. David L. Rigby & W. Mark Brown, 2015. "Who Benefits from Agglomeration?," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 28-43, January.
    45. Alessia Lo Turco & Daniela Maggioni, 2016. "On firms’ product space evolution: the role of firm and local product relatedness," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 975-1006.
    46. Bogers, Marcel & Foss, Nicolai J. & Lyngsie, Jacob, 2018. "The “human side” of open innovation: The role of employee diversity in firm-level openness," Research Policy, Elsevier, vol. 47(1), pages 218-231.
    47. Bram Timmermans & Ron Boschma, 2014. "The effect of intra- and inter-regional labour mobility on plant performance in Denmark: the significance of related labour inflows," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 289-311.
    48. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    49. Ron Boschma & Ron Martin, 2010. "The Aims and Scope of Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 1, Edward Elgar Publishing.
    50. Gina Dokko & Steffanie L. Wilk & Nancy P. Rothbard, 2009. "Unpacking Prior Experience: How Career History Affects Job Performance," Organization Science, INFORMS, vol. 20(1), pages 51-68, February.
    51. Pier Saviotti & Koen Frenken, 2008. "Export variety and the economic performance of countries," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 201-218, April.
    52. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    53. Marte C. W. Solheim & Sverre J. Herstad, 2018. "The Differentiated Effects of Human Resource Diversity on Corporate Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(05), pages 1-25, October.
    54. Simona Iammarino & Mariacristina Piva & Marco Vivarelli & Nick Von Tunzelmann, 2012. "Technological Capabilities and Patterns of Innovative Cooperation of Firms in the UK Regions," Regional Studies, Taylor & Francis Journals, vol. 46(10), pages 1283-1301, November.
    55. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Matheus E. Leusin & Bjoern Jindra & Daniel S. Hain, 2021. "An evolutionary view on the emergence of Artificial Intelligence," Papers 2102.00233, arXiv.org.
    2. Ivan Lugovoi & Dimitrios A. Andritsos & Claire Senot, 2022. "Novelty and scope of process innovation: The role of related and unrelated manufacturing experience," Production and Operations Management, Production and Operations Management Society, vol. 31(10), pages 3877-3895, October.
    3. Matheus Eduardo Leusin, 2022. "The Development of Al in Multinational Enterprises - Effects upon Technological Trajectories and Innovation Performance," Bremen Papers on Economics & Innovation 2201, University of Bremen, Faculty of Business Studies and Economics.
    4. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti & Sergio Petralia, 2022. "The role of inventors’ networks and variety for breakthrough inventions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 37-57, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Solheim, Marte C.W. & Boschma, Ron & Herstad, Sverre J., 2020. "Collected worker experiences and the novelty content of innovation," Research Policy, Elsevier, vol. 49(1).
    2. Sverre J. Herstad, 2018. "Beyond ‘related variety’: how inflows of skills shape innovativeness in different industries," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 396-420, February.
    3. Sverre J. Herstad & Marte C. W. Solheim & Marit Engen, 2021. "Collected worker experiences, knowledge management practices and service innovation in urban Norway," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1501-1525, December.
    4. Sverre J Herstad, 2018. "Innovation strategy choices in the urban economy," Urban Studies, Urban Studies Journal Limited, vol. 55(6), pages 1185-1202, May.
    5. Herstad, Sverre J. & Sandven, Tore & Ebersberger, Bernd, 2015. "Recruitment, knowledge integration and modes of innovation," Research Policy, Elsevier, vol. 44(1), pages 138-153.
    6. Adam Whittle & Balázs Lengyel & Dieter F. Kogler, 2020. "Understanding Regional Branching Knowledge Diversification via Inventor Collaboration Networks," Papers in Evolutionary Economic Geography (PEEG) 2006, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    7. Mikhail Martynovich & Josef Taalbi, 2020. "Related variety, recombinant knowledge and regional innovation. Evidence for Sweden, 1991-2010," Papers in Evolutionary Economic Geography (PEEG) 2015, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    8. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    9. Marte C. W. Solheim & Sverre J. Herstad, 2018. "The Differentiated Effects of Human Resource Diversity on Corporate Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(05), pages 1-25, October.
    10. Lars Coenen & Bjørn Asheim & Markus M Bugge & Sverre J Herstad, 2017. "Advancing regional innovation systems: What does evolutionary economic geography bring to the policy table?," Environment and Planning C, , vol. 35(4), pages 600-620, June.
    11. Cheng, Ruiqi & Yuan, Peng & Jiang, Gongxiong, 2023. "Growth, agglomeration externalities, and survival: Evidence from Chinese manufacturing start-ups," Journal of Business Research, Elsevier, vol. 154(C).
    12. Kroll Henning & Neuhäusler Peter, 2020. "Recent Trends of Regional Development in China – Technological Portfolios and Economic Growth," ZFW – Advances in Economic Geography, De Gruyter, vol. 64(1), pages 14-27, March.
    13. Carlo Corradini & Enrico Vanino, 2022. "Path dependency, regional variety and the dynamics of new firm creation in rooted and pioneering industries [The knowledge spillover theory of entrepreneurship]," Journal of Economic Geography, Oxford University Press, vol. 22(3), pages 631-651.
    14. Zsolt Csáfordi & László Lőrincz & Balázs Lengyel & Károly Miklós Kiss, 2020. "Productivity spillovers through labor flows: productivity gap, multinational experience and industry relatedness," The Journal of Technology Transfer, Springer, vol. 45(1), pages 86-121, February.
    15. Quatraro, Francesco & Scandura, Alessandra, 2020. "Regional patterns of unrelated technological diversification: the role of academic inventors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202001, University of Turin.
    16. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    17. Nicola Cortinovis & Zhiling Wang & Hengky Kurniawan, 2021. "Industrial Relatedness in MNE Spillovers over Geographical Space," Papers in Evolutionary Economic Geography (PEEG) 2111, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2021.
    18. Xiaozhen Qin & Shan Li & Weipan Xu & Xun Li, 2019. "Which Export Variety Matters for Urban Economic Growth, Related or Unrelated Variety?," Sustainability, MDPI, vol. 11(16), pages 1-19, August.
    19. Kolja Hesse & Dirk Fornahl, 2020. "Essential ingredients for radical innovations? The role of (un‐)related variety and external linkages in Germany," Papers in Regional Science, Wiley Blackwell, vol. 99(5), pages 1165-1183, October.
    20. Ron Boschma & Ernest Miguelez & Rosina Moreno & Diego B. Ocampo-Corrales, 2021. "Technological breakthroughs in European regions: the role of related and unrelated combinations," Papers in Evolutionary Economic Geography (PEEG) 2118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.

    More about this item

    Keywords

    immigration; Diversity; Innovation; Related Variety; Unrelated Variety; Urban; Rural;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:egu:wpaper:1836. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/deguunl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.