IDEAS home Printed from https://ideas.repec.org/p/jau/wpaper/2026-08.html

Population–employment dynamics in the European Union: Does innovation lead or follow?

Author

Listed:
  • Luisa Alamá-Sabater

    (Department of Economics and IIDL, Universitat Jaume I, Castellón, Spain)

  • Joan Crespo

    (INTECO and Department of Economic Structure, Universidad de Valencia, Spain)

  • Miguel Ángel Márquez

    (Department of Economics, Universidad de Extremadura, Spain)

  • Emili Tortosa-Ausina

    (IVIE, Valencia and IIDL and Department of Economics, Universitat Jaume I, Castellón, Spain)

Abstract

This article examines the interaction between innovation and employment and population dynamics through the development of a system of simultaneous equations. The model is applied to a panel dataset of 271 European NUTS-2 regions. The results reveal strong bidirectional feedbacks between innovation and employment, while population dynamics operate indirectly through employment rather than exerting a direct effect on innovation. Innovation is found to follow jobs rather than people, indicating that the concentration of economic activity and labor interactions, not demographic size per se, constitute the primary drivers of regional innovative capacity. These mutually reinforcing dynamics give rise to virtuous and vicious cycles that contribute to persistent regional disparities. By opening the black box of employment–population–innovation interactions, the paper provides a structural foundation for designing more effective population, innovation, and employment policies. In particular, the analysis demonstrates that policies targeting a single dimension, whether business climate, quality of life, or innovation support, are unlikely to succeed in isolation.

Suggested Citation

  • Luisa Alamá-Sabater & Joan Crespo & Miguel Ángel Márquez & Emili Tortosa-Ausina, 2026. "Population–employment dynamics in the European Union: Does innovation lead or follow?," Working Papers 2026/08, Economics Department, Universitat Jaume I, Castellón (Spain).
  • Handle: RePEc:jau:wpaper:2026/08
    as

    Download full text from publisher

    File URL: http://www.doctreballeco.uji.es/wpficheros/Alama_et_al_08_2026.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Lars Mewes, 2019. "Scaling of Atypical Knowledge Combinations in American Metropolitan Areas from 1836 to 2010," Economic Geography, Taylor & Francis Journals, vol. 95(4), pages 341-361, August.
    3. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    4. Bettencourt, Luis M.A. & Lobo, Jose & Strumsky, Deborah, 2007. "Invention in the city: Increasing returns to patenting as a scaling function of metropolitan size," Research Policy, Elsevier, vol. 36(1), pages 107-120, February.
    5. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    6. 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.
    7. Alex Coad & Paul Nightingale & Jack Stilgoe & Antonio Vezzani, 2021. "Editorial: the dark side of innovation," Industry and Innovation, Taylor & Francis Journals, vol. 28(1), pages 102-112, January.
    8. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    9. Andrés Rodríguez-Pose & Lewis Dijkstra & Hugo Poelman, 2024. "The Geography of EU Discontent and the Regional Development Trap," Economic Geography, Taylor & Francis Journals, vol. 100(3), pages 213-245, May.
    10. Andreas Diemer & Simona Iammarino & Andrés Rodríguez-Pose & Michael Storper, 2022. "The Regional Development Trap in Europe," Economic Geography, Taylor & Francis Journals, vol. 98(5), pages 487-509, October.
    11. Jerome Vicente & Raphaël Suire, 2007. "Informational Cascades versus Network Externalities in Locational Choice: Evidence of 'ICT Clusters' Formation and Stability," Regional Studies, Taylor & Francis Journals, vol. 41(2), pages 173-184.
    12. Lewis Dijkstra & Hugo Poelman & Andrés Rodríguez-Pose, 2020. "The geography of EU discontent," Regional Studies, Taylor & Francis Journals, vol. 54(6), pages 737-753, June.
    13. Philippe Aghion & Antonin Bergeaud & John Van Reenen, 2023. "The Impact of Regulation on Innovation," American Economic Review, American Economic Association, vol. 113(11), pages 2894-2936, November.
    14. Tom Broekel & Louis Knuepling & Lars Mewes, 2023. "Boosting, sorting and complexity—urban scaling of innovation around the world," Journal of Economic Geography, Oxford University Press, vol. 23(5), pages 979-1016.
    15. 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.
    16. Rajshree Agarwal & Michael Gort, 2002. "Firm and Product Life Cycles and Firm Survival," American Economic Review, American Economic Association, vol. 92(2), pages 184-190, May.
    17. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    18. Mariacristina Piva & Marco Vivarelli, 2005. "Innovation and Employment: Evidence from Italian Microdata," Journal of Economics, Springer, vol. 86(1), pages 65-83, October.
    19. Xavier Cirera & Leonard Sabetti, 2019. "The effects of innovation on employment in developing countries: evidence from enterprise surveys," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(1), pages 161-176.
    20. de Graaff, Thomas & van Oort, Frank G. & Florax, Raymond J.G.M., 2012. "Sectoral heterogeneity, accessibility and population–employment dynamics in Dutch cities," Journal of Transport Geography, Elsevier, vol. 25(C), pages 115-127.
    21. Arthur, W. Brian, 1990. "'Silicon Valley' locational clusters: when do increasing returns imply monopoly?," Mathematical Social Sciences, Elsevier, vol. 19(3), pages 235-251, June.
    22. Roberta Capello & Camilla Lenzi, 2013. "Innovation and Employment Dynamics in European Regions," International Regional Science Review, , vol. 36(3), pages 322-353, July.
    23. Andrés Rodríguez-Pose & Riccardo Crescenzi, 2008. "Mountains in a flat world: why proximity still matters for the location of economic activity," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 1(3), pages 371-388.
    24. Guido Buenstorf & Steven Klepper, 2009. "Heritage and Agglomeration: The Akron Tyre Cluster Revisited," Economic Journal, Royal Economic Society, vol. 119(537), pages 705-733, April.
    25. Tervo, Hannu, 2016. "Do People Follow Jobs or Do Jobs Follow People? The Case of Finland in an International Context," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 46(01).
    26. Paolo Di Caro & Ugo Fratesi, 2023. "The role of Cohesion Policy for sustaining the resilience of European regional labour markets during different crises," Regional Studies, Taylor & Francis Journals, vol. 57(12), pages 2426-2442, December.
    27. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    28. Gilles Duranton, 2007. "Urban Evolutions: The Fast, the Slow, and the Still," American Economic Review, American Economic Association, vol. 97(1), pages 197-221, March.
    29. Elena Cefis & Orietta Marsili, 2005. "A matter of life and death: innovation and firm survival," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(6), pages 1167-1192, December.
    30. Horst Feldmann, 2013. "Technological unemployment in industrial countries," Journal of Evolutionary Economics, Springer, vol. 23(5), pages 1099-1126, November.
    31. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    32. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    33. Sébastien Breau & Dieter F. Kogler & Kenyon C. Bolton, 2014. "On the Relationship between Innovation and Wage Inequality: New Evidence from Canadian Cities," Economic Geography, Taylor & Francis Journals, vol. 90(4), pages 351-373, October.
    34. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    35. Paolo Di Caro & Ugo Fratesi, 2022. "One policy, different effects: Estimating the region‐specific impacts of EU cohesion policy," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 307-330, January.
    36. Fritsch, Michael & Wyrwich, Michael, 2021. "Is innovation (increasingly) concentrated in large cities? An international comparison," Research Policy, Elsevier, vol. 50(6).
    37. Olav Sorenson & Jan W. Rivkin & Lee Fleming, 2010. "Complexity, Networks and Knowledge Flows," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 15, Edward Elgar Publishing.
    38. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    39. Edward L. Glaeser & Joshua D. Gottlieb, 2006. "Urban Resurgence and the Consumer City," Urban Studies, Urban Studies Journal Limited, vol. 43(8), pages 1275-1299, July.
    40. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    41. Steven C. Deller & Tsung-Hsiu (Sue) Tsai & David W. Marcouiller & Donald B.K. English, 2001. "The Role of Amenities and Quality of Life In Rural Economic Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 352-365.
    42. Frank Neffke & Martin Henning & Ron Boschma & Karl-Johan Lundquist & Lars-Olof Olander, 2011. "The Dynamics of Agglomeration Externalities along the Life Cycle of Industries," Regional Studies, Taylor & Francis Journals, vol. 45(1), pages 49-65.
    43. Tom Kemeny & Sergio Petralia & Michael Storper, 2025. "Disruptive innovation and spatial inequality," Regional Studies, Taylor & Francis Journals, vol. 59(1), pages 2076824-207, December.
    44. Luisa Alamá-Sabater & Yolanda de Llanos & Miguel Á. Márquez & Emili Tortosa-Ausina, 2025. "Evaluating the spatial mismatch between population and factor endowments: The case of the European Union," Regional Studies, Taylor & Francis Journals, vol. 59(1), pages 2387811-238, December.
    45. Ron Martin & Peter Sunley, 2006. "Path dependence and regional economic evolution," Journal of Economic Geography, Oxford University Press, vol. 6(4), pages 395-437, August.
    46. 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.
    47. Rinaldo Evangelista & Maria Savona, 2002. "The Impact of Innovation on Employment in Services: Evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 309-318.
    48. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    49. Gerke J. Hoogstra & Jouke van Dijk & Raymond J. G. M. Florax, 2017. "Do jobs follow people or people follow jobs? A meta-analysis of Carlino–Mills studies," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 357-378, October.
    50. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    51. Joan Crespo & Jesús Peiró-Palomino, 2025. "Long-Run Innovation Patterns in US Cities: Shifting Landscapes and Technological Change," Economic Geography, Taylor & Francis Journals, vol. 101(2-3), pages 122-154, May.
    52. Thomas de Graaff & Frank G. van Oort & Raymond J.G.M. Florax, 2012. "Regional Population–Employment Dynamics Across Different Sectors Of The Economy," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 60-84, February.
    53. Michael Storper, 2010. "Why Does a City Grow? Specialisation, Human Capital or Institutions?," Urban Studies, Urban Studies Journal Limited, vol. 47(10), pages 2027-2050, September.
    54. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    55. Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2014. "Does innovation stimulate employment? A firm-level analysis using comparable micro-data from four European countries," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 29-43.
    56. Stephen Appold, 2005. "Location Patterns of US Industrial Research: Mimetic Isomorphism and the Emergence of Geographic Charisma," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 17-39.
    57. Michael Storper & Allen J. Scott, 2009. "Rethinking human capital, creativity and urban growth," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 147-167, March.
    58. Neil Lee & Andrés Rodríguez-Pose, 2013. "Innovation and spatial inequality in Europe and USA," Journal of Economic Geography, Oxford University Press, vol. 13(1), pages 1-22, January.
    59. repec:hal:pseptp:halshs-04330712 is not listed on IDEAS
    60. Flavio L. Pinheiro & Pierre-Alexandre Balland & Ron Boschma & Dominik Hartmann, 2025. "The dark side of the geography of innovation: relatedness, complexity and regional inequality in Europe," Regional Studies, Taylor & Francis Journals, vol. 59(1), pages 2106362-210, December.
    61. Flavio Calvino & Maria Enrica Virgillito, 2018. "The Innovation†Employment Nexus: A Critical Survey Of Theory And Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 83-117, February.
    Full references (including those not matched with items on IDEAS)

    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. Luisa Alamá-Sabater & Joan Crespo & Miguel A. Márquez & Emili Tortosa-Ausina, 2026. "Population–employment dynamics in the European Union: Does innovation lead or follow?," Working Papers 2605, Department of Applied Economics II, Universidad de Valencia.
    2. Robert Huggins & Piers Thompson, 2015. "Entrepreneurship, innovation and regional growth: a network theory," Small Business Economics, Springer, vol. 45(1), pages 103-128, June.
    3. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    4. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wachstum?," WIFO Studies, WIFO, number 58342.
    5. Ron Boschma & Koen Frenken, 2011. "The emerging empirics of evolutionary economic geography," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 295-307, March.
    6. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.
    7. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    8. Qin, Xionghe & Wang, Xueli & Kwan, Mei-Po, 2023. "The contrasting effects of interregional networks and local agglomeration on R&D productivity in Chinese provinces: Insights from an empirical spatial Durbin model," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    9. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    10. Francesco Molica & Francesco Cappellano & Teemu Makkonen, 2025. "Re-thinking Regional Innovation Systems in the age of de-globalization," Working Papers TIMES² 2025-080, ULB -- Universite Libre de Bruxelles.
    11. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    12. Iritié, B. G. Jean-Jacques, 2014. "Enjeux des politiques industrielles basées sur les clusters d'innovation: cas des pôles de compétitivité [Issues of Innovative Clusters-based Industrial Policy: Case of Pole of Competitiveness]," MPRA Paper 54429, University Library of Munich, Germany.
    13. Başak Dalgıç & Burcu Fazlıoğlu & Aytekin Güven, 2023. "Innovation, employment and market structure: firm level evidence from Turkey," Empirical Economics, Springer, vol. 65(3), pages 1385-1407, September.
    14. Guillermo Arenas Díaz & Alex J. Guerrero & Joost Heijs, 2024. "The effects of product and process innovation on employment: a meta-regression analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 35-68, March.
    15. Corinne Autant-Bernard, 2015. "Que savons-nous de l’impact économique des parcs scientifiques ? Une revue de la littérature," Working Papers halshs-01211662, HAL.
    16. Tavassoli, Sam & Obschonka, Martin & Audretsch, David B., 2021. "Entrepreneurship in Cities," Research Policy, Elsevier, vol. 50(7).
    17. Andrea Morrison, 2023. "Towards an evolutionary economic geography research agenda to study migration and innovation," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 529-542.
    18. Ron Boschma & Koen Frenken, 2015. "Evolutionary Economic Geography," Papers in Evolutionary Economic Geography (PEEG) 1518, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.
    19. Chattergoon, B. & Kerr, W.R., 2022. "Winner takes all? Tech clusters, population centers, and the spatial transformation of U.S. invention," Research Policy, Elsevier, vol. 51(2).
    20. Argentino Pessoa, 2014. "Agglomeration and regional growth policy: externalities versus comparative advantages," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 1-27, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • O21 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Planning Models; Planning Policy
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

    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:jau:wpaper:2026/08. 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: María Aurora Garcia Gallego (email available below). General contact details of provider: https://edirc.repec.org/data/ueujies.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.