IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v10y2023i1d10.1057_s41599-023-01639-5.html
   My bibliography  Save this article

Human capital space: a spatial perspective of the dynamics of people and economic relationships

Author

Listed:
  • Zhenshan Yang

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

Abstract

While researchers increasingly recognise drastic changes in populations and repeatedly emphasise their implications for development, far less attention is devoted to thinking of and making spaces available for people. This article proposes the concept of human capital space (HCS) and elaborates on its typology, spatial externalities, selection-sorting-matching mechanism, and crucial role in building dynamic capabilities in cities and regions. Theoretical discourses and constructs furnish reasons to believe that HCS is a useful instrument to examine the complex people–space relationship and to encourage conversations about the interactions among population, labour, economic geographies, and related disciplines. HCS provides a terrain for scientists to actively engage in human-centred spatial development, inform policies in a timely manner, and argue for effective investment in space to bolster the endogenous power of spatial development.

Suggested Citation

  • Zhenshan Yang, 2023. "Human capital space: a spatial perspective of the dynamics of people and economic relationships," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01639-5
    DOI: 10.1057/s41599-023-01639-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-023-01639-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-023-01639-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Christoph Alfken & Tom Broekel & Rolf Sternberg, 2015. "Factors Explaining the Spatial Agglomeration of the Creative Class: Empirical Evidence for German Artists," European Planning Studies, Taylor & Francis Journals, vol. 23(12), pages 2438-2463, December.
    2. John V. Winters, 2011. "Human Capital and Population Growth in Nonmetropolitan U.S. Counties," Economic Development Quarterly, , vol. 25(4), pages 353-365, November.
    3. Cristina Martinez‐Fernandez & Ivonne Audirac & Sylvie Fol & Emmanuèle Cunningham‐Sabot, 2012. "Shrinking Cities: Urban Challenges of Globalization," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 36(2), pages 213-225, March.
    4. Christina Håkanson & Erik Lindqvist & Jonas Vlachos, 2021. "Firms and Skills: The Evolution of Worker Sorting," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 512-538.
    5. Tzu-Ling Huang & Peter F. Orazem & Darin Wohlgemuth, 2002. "Rural Population Growth, 1950–1990: The Roles of Human Capital, Industry Structure, and Government Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 615-627.
    6. Philippe Michel & Jean-Pierre Vidal, 2000. "Economic integration and growth under intergenerational financing of human-capital formation," Journal of Economics, Springer, vol. 72(3), pages 275-294, October.
    7. Berliant, Marcus & Reed III, Robert R. & Wang, Ping, 2006. "Knowledge exchange, matching, and agglomeration," Journal of Urban Economics, Elsevier, vol. 60(1), pages 69-95, July.
    8. Bacolod, Marigee & De la Roca, Jorge & Ferreyra, María Marta, 2021. "In search of better opportunities: Sorting and agglomeration effects among young college graduates in Colombia," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    9. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    10. Emanuela Marrocu & Raffaele Paci, 2013. "Regional Development and Creativity," International Regional Science Review, , vol. 36(3), pages 354-391, July.
    11. Richard Wright & Mark Ellis & Matthew Townley, 2017. "The Matching of STEM Degree Holders with STEM Occupations in Large Metropolitan Labor Markets in the United States," Economic Geography, Taylor & Francis Journals, vol. 93(2), pages 185-201, March.
    12. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    13. David B. Audretsch & Maksim Belitski, 2021. "Towards an entrepreneurial ecosystem typology for regional economic development: the role of creative class and entrepreneurship," Regional Studies, Taylor & Francis Journals, vol. 55(4), pages 735-756, April.
    14. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    15. Jared N. Schachner & Robert J. Sampson, 2020. "Skill-Based Contextual Sorting: How Parental Cognition and Residential Mobility Produce Unequal Environments for Children," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 675-703, April.
    16. Mun C. Tsang, 1997. "The cost of vocational training," International Journal of Manpower, Emerald Group Publishing Limited, vol. 18(1/2), pages 63-89, February.
    17. Martijn J. Burger & Evert J. Meijers & Frank G. Van Oort, 2014. "Regional Spatial Structure and Retail Amenities in the Netherlands," Regional Studies, Taylor & Francis Journals, vol. 48(12), pages 1972-1992, December.
    18. Bjørn Asheim & Høgni Kalsø Hansen, 2009. "Knowledge Bases, Talents, and Contexts: On the Usefulness of the Creative Class Approach in Sweden," Economic Geography, Clark University, vol. 85(4), pages 425-442, October.
    19. Giorgio Calcagnini & Germana Giombini & Paolo Liberati & Giuseppe Travaglini, 2016. "A matching model of university–industry collaborations," Small Business Economics, Springer, vol. 46(1), pages 31-43, January.
    20. Zhiqiang Liu, 2014. "Human capital externalities in cities: evidence from Chinese manufacturing firms," Journal of Economic Geography, Oxford University Press, vol. 14(3), pages 621-649.
    21. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    22. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    23. Wouter Jacobs & Hans R. A. Koster & Frank van Oort, 2014. "Co-agglomeration of knowledge-intensive business services and multinational enterprises," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 443-475.
    24. Christian Rammer & Jan Kinne & Knut Blind, 2020. "Knowledge proximity and firm innovation: A microgeographic analysis for Berlin," Urban Studies, Urban Studies Journal Limited, vol. 57(5), pages 996-1014, April.
    25. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    26. Sibel Eker & Leena Ilmola-Sheppard, 2020. "Systems Thinking to Understand National Well-Being from a Human Capital Perspective," Sustainability, MDPI, vol. 12(5), pages 1-19, March.
    27. Anthony J. Venables, 2011. "Productivity in cities: self-selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 241-251, March.
    28. Gloria Cicerone & Alessandro Crociata & Daniele Mantegazzi, 2021. "Cultural and creative industries and regional diversification: Does size matter?," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 671-687, June.
    29. Paul D. Gottlieb, 2011. "Introduction to EDQ Special Issue on “Brain Drainâ€," Economic Development Quarterly, , vol. 25(4), pages 299-302, November.
    30. Yu Zhou & Yifei Sun & Y. H. Dennis Wei & George C. S. Lin, 2011. "De-centering 'spatial fix'--patterns of territorialization and regional technological dynamism of ICT hubs in China," Journal of Economic Geography, Oxford University Press, vol. 11(1), pages 119-150, January.
    31. Zhenshan Yang, 2019. "Sustainability of Urban Development with Population Decline in Different Policy Scenarios: A Case Study of Northeast China," Sustainability, MDPI, vol. 11(22), pages 1-17, November.
    32. Linda Argote & Bill McEvily & Ray Reagans, 2003. "Managing Knowledge in Organizations: An Integrative Framework and Review of Emerging Themes," Management Science, INFORMS, vol. 49(4), pages 571-582, April.
    33. 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.
    34. Huasheng Zhu & Kelly Wanjing Chen & Juncheng Dai, 2016. "Beyond Apprenticeship: Knowledge Brokers and Sustainability of Apprentice-Based Clusters," Sustainability, MDPI, vol. 8(12), pages 1-17, December.
    35. Maurice Baslé, 2021. "Smarter Cities’ Attractiveness. Testing New Criteria or Facets: “Data Scientists” and “Data Platforms”," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(1), pages 268-278, March.
    36. Max-Peter Menzel & Dirk Fornahl, 2010. "Cluster life cycles--dimensions and rationales of cluster evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(1), pages 205-238, February.
    37. Bjørn Asheim & Lars Coenen & Jan Vang, 2007. "Face-to-Face, Buzz, and Knowledge Bases: Sociospatial Implications for Learning, Innovation, and Innovation Policy," Environment and Planning C, , vol. 25(5), pages 655-670, October.
    38. Yannick Marchand & Jean Dubé & Sébastien Breau, 2020. "Exploring the Causes and Consequences of Regional Income Inequality in Canada," Economic Geography, Taylor & Francis Journals, vol. 96(2), pages 83-107, March.
    39. Eleonora Patacchini & Yves Zenou, 2011. "Neighborhood Effects And Parental Involvement In The Intergenerational Transmission Of Education," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 987-1013, December.
    40. Peter Berck & Sofia Tano & Olle Westerlund, 2016. "Regional Sorting of Human Capital: The Choice of Location among Young Adults in Sweden," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 757-770, May.
    41. Yehua Dennis Wei & Wangming Li & Chunbin Wang, 2007. "Restructuring Industrial Districts, Scaling Up Regional Development: A Study of the Wenzhou Model, China," Economic Geography, Taylor & Francis Journals, vol. 83(4), pages 421-444, October.
    42. Zekai He & Jingjing Ye & Xiuzhen Shi, 2020. "Housing wealth and household consumption in urban China," Urban Studies, Urban Studies Journal Limited, vol. 57(8), pages 1714-1732, June.
    43. Olivier Crevoisier & Delphine Rime, 2021. "Anchoring Urban Development: Globalisation, Attractiveness and Complexity," Urban Studies, Urban Studies Journal Limited, vol. 58(1), pages 36-52, January.
    44. Theocharis Kromydas, 2017. "Rethinking higher education and its relationship with social inequalities: past knowledge, present state and future potential," Palgrave Communications, Palgrave Macmillan, vol. 3(1), pages 1-12, December.
    45. Gerald A. Carlino & Albert Saiz, 2019. "Beautiful city: Leisure amenities and urban growth," Journal of Regional Science, Wiley Blackwell, vol. 59(3), pages 369-408, June.
    46. Huasheng Zhu & Junwei Feng & Maojun Wang & Fan Xu, 2017. "Sustaining Regional Advantages in Manufacturing: Skill Accumulation of Rural–Urban Migrant Workers in the Coastal Area of China," Sustainability, MDPI, vol. 9(1), pages 1-23, January.
    47. Hansen, Gary D. & Imrohoroglu, Selahattin, 2009. "Business cycle fluctuations and the life cycle: How important is on-the-job skill accumulation?," Journal of Economic Theory, Elsevier, vol. 144(6), pages 2293-2309, November.
    48. Shao, Shuai & Yang, Lili, 2014. "Natural resource dependence, human capital accumulation, and economic growth: A combined explanation for the resource curse and the resource blessing," Energy Policy, Elsevier, vol. 74(C), pages 632-642.
    49. Bindu Singh & M.K. Rao, 2016. "Examining the Effects of Intellectual Capital on Dynamic Capabilities in Emerging Economy Context: Knowledge Management Processes as a Mediator," Emerging Economy Studies, International Management Institute, vol. 2(1), pages 110-128, May.
    50. David J. Teece, 2012. "Dynamic Capabilities: Routines versus Entrepreneurial Action," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1395-1401, December.
    51. Gianandrea Lanzara & G. Alfredo Minerva, 2019. "Tourism, amenities, and welfare in an urban setting," Journal of Regional Science, Wiley Blackwell, vol. 59(3), pages 452-479, June.
    52. Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
    53. Li, Haizheng & Liu, Qinyi & Li, Bo & Fraumeni, Barbara & Zhang, Xiaobei, 2014. "Human capital estimates in China: New panel data 1985–2010," China Economic Review, Elsevier, vol. 30(C), pages 397-418.
    54. Huasheng Zhu & Pengfei Li, 2019. "Dancing in shackles: interactive learning of industrial design firms in Beijing," Industry and Innovation, Taylor & Francis Journals, vol. 26(5), pages 568-591, May.
    55. Cooke, Phil, 2005. "Regionally asymmetric knowledge capabilities and open innovation: Exploring 'Globalisation 2'--A new model of industry organisation," Research Policy, Elsevier, vol. 34(8), pages 1128-1149, October.
    56. Phillip Toner, 2008. "Survival and Decline of the Apprenticeship System in the Australian and UK Construction Industries," British Journal of Industrial Relations, London School of Economics, vol. 46(3), pages 431-438, September.
    57. Fu, Yuming & Gabriel, Stuart A., 2012. "Labor migration, human capital agglomeration and regional development in China," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 473-484.
    58. Jacob Mincer, 1989. "Human Capital Responses to Technological Change in the Labor Market," NBER Working Papers 3207, National Bureau of Economic Research, Inc.
    59. López-Bazo, Enrique & Moreno, Rosina, 2008. "Does human capital stimulate investment in physical capital?: Evidence from a cost system framework," Economic Modelling, Elsevier, vol. 25(6), pages 1295-1305, November.
    60. Edward L. Glaeser & Kristina Tobio, 2007. "The Rise of the Sunbelt," NBER Working Papers 13071, National Bureau of Economic Research, Inc.
    61. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    62. Ram Mudambi, 2008. "Location, control and innovation in knowledge-intensive industries," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 699-725, September.
    63. Mark Lorenzen & Kristina Vaarst Andersen, 2009. "Centrality and Creativity: Does Richard Florida’s Creative Class Offer New Insights into Urban Hierarchy?," Economic Geography, Taylor & Francis Journals, vol. 85(4), pages 363-390, October.
    64. Steven Brakman & Shiwei Hu & Charles Van Marrewijk, 2021. "Urban development in China: On the sorting of skills," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(6), pages 793-817, August.
    65. Zhu, Pengyu & Zhao, Songnian & Jiang, Yanpeng, 2022. "Residential segregation, built environment and commuting outcomes: Experience from contemporary China," Transport Policy, Elsevier, vol. 116(C), pages 269-277.
    66. William Clark & Regan Maas, 2012. "Schools, Neighborhoods and Selection: Outcomes Across Metropolitan Los Angeles," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 31(3), pages 339-360, June.
    67. Deirdre Pfeiffer & Meagan M. Ehlenz & Riley Andrade & Scott Cloutier & Kelli L. Larson, 2020. "Do Neighborhood Walkability, Transit, and Parks Relate to Residents’ Life Satisfaction?," Journal of the American Planning Association, Taylor & Francis Journals, vol. 86(2), pages 171-187, April.
    68. Noel Castree, 2007. "Labour Geography: A Work in Progress," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 31(4), pages 853-862, December.
    69. Yoko Asuyama, 2019. "Skill Sorting and Production Linkages: Evidence from India," The Developing Economies, Institute of Developing Economies, vol. 57(2), pages 125-158, June.
    70. Weidong Wang & Yongqing Dong & Yunli Bai & Renfu Luo & Linxiu Zhang & Chengfang Liu & Spencer Hagist, 2020. "Returns to Education in Different Job Locations for Off-Farm Wage Employment: Evidence from China," Sustainability, MDPI, vol. 12(2), pages 1-14, January.
    71. Haifeng Qian, 2017. "Skills and knowledge-based entrepreneurship: evidence from US cities," Regional Studies, Taylor & Francis Journals, vol. 51(10), pages 1469-1482, October.
    72. Lina Ahlin & Martin Andersson & Per Thulin, 2018. "Human capital sorting: The “when” and “who” of the sorting of educated workers to urban regions," Journal of Regional Science, Wiley Blackwell, vol. 58(3), pages 581-610, June.
    73. Kleibert, Jana M. & Bobée, Alice & Rottleb, Tim & Schulze, Marc, 2021. "Transnational education zones: Towards an urban political economy of ‘education cities’," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 58(14), pages 2845-2862.
    74. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    75. Philipp Ehrl & Leonardo Monasterio, 2021. "Spatial skill concentration agglomeration economies," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 140-161, January.
    76. Zhenshan Yang & Michael Dunford, 2018. "City shrinkage in China: scalar processes of urban and hukou population losses," Regional Studies, Taylor & Francis Journals, vol. 52(8), pages 1111-1121, August.
    77. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    78. Bjørn Asheim & Høgni Kalsø Hansen, 2009. "Knowledge Bases, Talents, and Contexts: On the Usefulness of the Creative Class Approach in Sweden," Economic Geography, Taylor & Francis Journals, vol. 85(4), pages 425-442, October.
    79. Sauli Eerola & Tomi Tura & Vesa Harmaakorpi & Pentti Järvelä, 2015. "Advisory Professorship Model as a Tool for Practice-Based Regional University-Industry Cooperation," European Planning Studies, Taylor & Francis Journals, vol. 23(3), pages 475-493, March.
    80. Mark Lorenzen & Kristina Vaarst Andersen, 2009. "Centrality and Creativity: Does Richard Florida's Creative Class Offer New Insights into Urban Hierarchy?," Economic Geography, Clark University, vol. 85(4), pages 363-390, October.
    81. Jana M Kleibert & Alice Bobée & Tim Rottleb & Marc Schulze, 2021. "Transnational education zones: Towards an urban political economy of ‘education cities’," Urban Studies, Urban Studies Journal Limited, vol. 58(14), pages 2845-2862, November.
    82. Robert W. Helsley & William C. Strange, 2014. "Coagglomeration, Clusters, and the Scale and Composition of Cities," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1064-1093.
    83. 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.
    84. David Morris & Enrico Vanino & Carlo Corradini, 2020. "Effect of regional skill gaps and skill shortages on firm productivity," Environment and Planning A, , vol. 52(5), pages 933-952, August.
    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. Aurélie LALANNE & Guillaume POUYANNE, 2012. "Ten years of metropolization in economics: a bibliometric approach (In French)," Cahiers du GREThA (2007-2019) 2012-11, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    2. Arntz, Melanie & Brüll, Eduard & Lipowski, Cäcilia, 2021. "Do preferences for urban amenities really differ by skill?," ZEW Discussion Papers 21-045, ZEW - Leibniz Centre for European Economic Research.
    3. Wentao Yu & Xiaolan Tan, 2022. "The creative class in China: Heterogeneity and its regional determinants," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3466-3478, December.
    4. Cattivelli, Valentina & Stawinoga, Agnieszka, 2019. "A revised application of 3Ts´ Florida in peri-urban areas," MPRA Paper 99221, University Library of Munich, Germany.
    5. Christoph Alfken & Tom Broekel & Rolf Sternberg, 2015. "Factors Explaining the Spatial Agglomeration of the Creative Class: Empirical Evidence for German Artists," European Planning Studies, Taylor & Francis Journals, vol. 23(12), pages 2438-2463, December.
    6. Emanuela Marrocu & Raffaele Paci, 2011. "Education or just Creativity: what matters most for economic performance?," ERSA conference papers ersa11p199, European Regional Science Association.
    7. Maksim Belitski & Sameeksha Desai, 2016. "Creativity, entrepreneurship and economic development: city-level evidence on creativity spillover of entrepreneurship," The Journal of Technology Transfer, Springer, vol. 41(6), pages 1354-1376, December.
    8. Ann Marie Fiore & Linda S. Niehm & Jessica L. Hurst & Jihyeong Son & Amrut Sadachar & Daniel W. Russell & David Swenson & Christopher Seeger, 2015. "Will They Stay or Will They Go? Community Features Important in Migration Decisions of Recent University Graduates," Economic Development Quarterly, , vol. 29(1), pages 23-37, February.
    9. Kamila Borseková & Anna Vaňová & Janka Šúrová & Pavol Kráľ & Kamila Turečková & Jan Nevima & Stanislav Martinát, 2021. "The Nexus between Creative Actors and Regional Development," Land, MDPI, vol. 10(3), pages 1-18, March.
    10. Filippo Berti Mecocci & Amir Maghssudipour & Marco Bellandi, 2022. "The effect of cultural and creative production on human capital: Evidence from European regions," Papers in Regional Science, Wiley Blackwell, vol. 101(6), pages 1263-1287, December.
    11. Silvia Rita Sedita & Ivan De Noni & Luciano Pilotti, 2014. "How do related variety and differentiated knowledge bases influence the resilience of local production systems?," "Marco Fanno" Working Papers 0180, Dipartimento di Scienze Economiche "Marco Fanno".
    12. Haifeng Qian, 2017. "Knowledge base differentiation in urban systems of innovation and entrepreneurship," Urban Studies, Urban Studies Journal Limited, vol. 54(7), pages 1655-1672, May.
    13. Chengri Ding & Zhi Li, 2022. "City Size and Household Consumption in China," Land, MDPI, vol. 11(11), pages 1-14, November.
    14. Sara Santos Cruz & Aurora A.C. Teixeira, 2012. "Methodological approaches for measuring the creative employment: a critical appraisal with an application to Portugal," FEP Working Papers 455, Universidade do Porto, Faculdade de Economia do Porto.
    15. David A. McGranahan & Timothy R. Wojan & Dayton M. Lambert, 2011. "The rural growth trifecta: outdoor amenities, creative class and entrepreneurial context -super-§," Journal of Economic Geography, Oxford University Press, vol. 11(3), pages 529-557, May.
    16. Emanuela Marrocu & Raffaele Paci, 2013. "Regional Development and Creativity," International Regional Science Review, , vol. 36(3), pages 354-391, July.
    17. Kai Zhao & Yuesheng Zhang & Jinkai Zhao & Xiaojing Li, 2020. "Understanding Contributions of the Creative Class to Sustainable Economic Growth in China," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    18. Ron Boschma, 2017. "A concise history of the knowledge base literature: challenging questions for future research," Papers in Evolutionary Economic Geography (PEEG) 1721, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    19. Kai Zhao & Yuesheng Zhang & Jinkai Zhao, 2020. "Exploring the Complexity of Location Choices of the Creative Class in Europe: Evidence from the EU Labor Force Survey 1995–2010," Sustainability, MDPI, vol. 12(4), pages 1-22, February.
    20. Silvia Cerisola & Elisa Panzera, 2021. "Cultural and Creative Cities and Regional Economic Efficiency: Context Conditions as Catalyzers of Cultural Vibrancy and Creative Economy," Sustainability, MDPI, vol. 13(13), pages 1-23, June.

    More about this item

    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:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01639-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    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.