IDEAS home Printed from https://ideas.repec.org/p/red/sed018/213.html
   My bibliography  Save this paper

Income Segregation and Rise of the Knowledge Economy

Author

Listed:
  • Enrico Berkes

    (Northwestern University)

  • Ruben Gaetani

    (University of Toronto)

Abstract

We analyze the effect of the rise of knowledge-based activities on spatial inequality within U.S. cities, exploiting the network of patent citations to instrument for local trends in innovation. We find that innovation intensity is responsible for 20% of the overall increase in urban segregation between 1990 and 2010. This effect is mainly driven by the clustering of employment and residence of workers in knowledge-based occupations. We develop and estimate a spatial equilibrium model to quantify the contribution of productivity and residential externalities in explaining the observed patterns. Endogenous amenities account for two thirds of the overall effect. We illustrate the relevance of the model for policy analysis by studying the impact of four proposed projects for Amazon’s HQ2 on the structure of Chicago.

Suggested Citation

  • Enrico Berkes & Ruben Gaetani, 2018. "Income Segregation and Rise of the Knowledge Economy," 2018 Meeting Papers 213, Society for Economic Dynamics.
    • Handle: RePEc:red:sed018:213
    as

    Download full text from publisher

    File URL: https://red-files-public.s3.amazonaws.com/meetpapers/2018/paper_213.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    2. Esteban Rossi-Hansberg & Pierre-Daniel Sarte & Raymond Owens, 2010. "Housing Externalities," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 485-535, June.
    3. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    4. 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.
    5. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    6. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    7. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    8. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    9. Sanghoon Lee & Jeffrey Lin, 2018. "Natural Amenities, Neighbourhood Dynamics, and Persistence in the Spatial Distribution of Income," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 663-694.
    10. Nathaniel Baum-Snow & Byron F. Lutz, 2011. "School Desegregation, School Choice, and Changes in Residential Location Patterns by Race," American Economic Review, American Economic Association, vol. 101(7), pages 3019-3046, December.
    11. Donald R. Davis & Jonathan I. Dingel & Joan Monras & Eduardo Morales, 2019. "How Segregated Is Urban Consumption?," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1684-1738.
    12. Alexander, Diane & Currie, Janet, 2017. "Is it who you are or where you live? Residential segregation and racial gaps in childhood asthma," Journal of Health Economics, Elsevier, vol. 55(C), pages 186-200.
    13. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    14. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    15. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    16. 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.
    17. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    18. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    19. Acevedo-Garcia, D. & Lochner, K.A. & Osypuk, T.L. & Subramanian, S.V., 2003. "Future directions in residential segregation and health research: A multilevel approach," American Journal of Public Health, American Public Health Association, vol. 93(2), pages 215-221.
    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. Yuanqi Li & Zhuo Li & Ting Liu, 2024. "Does university-industry collaboration improve firm productivity? Evidence from China," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-19, July.
    2. Ingrid Gould Ellen, 2024. "Neighborhoods in the 21st century: What do we know, and what do we still have to learn?: AREUEA Presidential Address," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(4), pages 997-1019, July.
    3. Victor Couture & Cecile Gaubert & Jessie Handbury & Erik Hurst, 2019. "Income Growth and the Distributional Effects of Urban Spatial Sorting," NBER Working Papers 26142, National Bureau of Economic Research, Inc.
    4. Sumit Agarwal & Shashwat Alok & Sergio Correia & Deepa Mani & Bernardo Morais, 2024. "Transportation Technology and Gentrification: Evidence from the entry of Ridesharing Services," Papers 2409.15462, arXiv.org.
    5. Siedschlag, Iulia & Duran Vanegas, Juan, 2023. "Inward foreign direct investment, superstar firms and wage inequality between firms: Evidence from European regions," Papers WP770, Economic and Social Research Institute (ESRI).
    6. Asma Kanwal & Nwakego Eyisi, 2023. "Income Inequality and Frontend Innovation: Evidence from Frontier Markets," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 255-286, March.
    7. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    8. Tan, Ruipeng & Pan, Lulu, 2024. "How high-speed railway expands beyond local knowledge search in interdisciplinary innovation: Evidence from China," Transport Policy, Elsevier, vol. 159(C), pages 143-156.

    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. Carl Gaigne & Hans R.A. Koster & Fabien Moizeau & Jacques-François Thisse, 2020. "Income Sorting Across Space: The Role of Amenities and Commuting Costs," Working Papers SMART 20-06, INRAE UMR SMART.
    2. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    3. Fabian Eckert & Tatjana Kleineberg, 2019. "Can We Save the American Dream? A Dynamic General Equilibrium Analysis of the Effects of School Financing on Local Opportunities," 2019 Meeting Papers 1197, Society for Economic Dynamics.
    4. Chapelle, Guillaume & Domènech Arumí, Gerard & Gobbi, Paula Eugenia, 2023. "Housing, Neighborhoods and Inequality," CEPR Discussion Papers 17969, C.E.P.R. Discussion Papers.
    5. David H. Autor, 2019. "Work of the Past, Work of the Future," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 1-32, May.
    6. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2017. "Innovations, growth and participation in advanced economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 14(2), pages 293-351, April.
    7. Fabian Eckert & Sharat Ganapati & Conor Walsh, 2020. "Urban-Biased Growth: A Macroeconomic Analysis," CESifo Working Paper Series 8705, CESifo.
    8. Baum-Snow, Nathaniel & Hartley, Daniel, 2020. "Accounting for central neighborhood change, 1980–2010," Journal of Urban Economics, Elsevier, vol. 117(C).
    9. Bishop, Kelly C. & Kuminoff, Nicolai V. & Mathes, Sophie M. & Murphy, Alvin D., 2024. "The marginal cost of mortality risk reduction: Evidence from housing markets," Journal of Urban Economics, Elsevier, vol. 139(C).
    10. Richard Florida & Ruben Gaetani, 2020. "The university's Janus face: The innovation–inequality nexus," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(6), pages 1097-1112, September.
    11. Mr. Tamim Bayoumi & Jelle Barkema, 2019. "Stranded! How Rising Inequality Suppressed US Migration and Hurt Those Left Behind," IMF Working Papers 2019/122, International Monetary Fund.
    12. Katheryn N. Russ & Jay C. Shambaugh & Sanjay R. Singh, 2024. "Currency Areas, Labor Markets, and Regional Cyclical Sensitivity," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 72(1), pages 152-195, March.
    13. Hamidi, Shima & Zandiatashbar, Ahoura & Bonakdar, Ahmad, 2019. "The relationship between regional compactness and regional innovation capacity (RIC): Empirical evidence from a national study," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 394-402.
    14. Kahn, Matthew E. & Walsh, Randall, 2015. "Cities and the Environment," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 405-465, Elsevier.
    15. Henderson, J. Vernon & Thisse, Jacques-François, 2024. "Urban and spatial economics after 50 years," Journal of Urban Economics, Elsevier, vol. 144(C).
    16. Teulings, Coen N. & Ossokina, Ioulia V. & de Groot, Henri L.F., 2018. "Land use, worker heterogeneity and welfare benefits of public goods," Journal of Urban Economics, Elsevier, vol. 103(C), pages 67-82.
    17. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    18. Guido Neidhöfer & Matías Ciaschi & Leonardo Gasparini & Joaquín Serrano, 2024. "Social mobility and economic development," Journal of Economic Growth, Springer, vol. 29(2), pages 327-359, June.
    19. Ali Sina Önder & Sascha Schweitzer & Olga Tcaci, 2024. "Innovation and Regional Development: The Impact of Patenting on Labor Market Outcomes," Working Papers in Economics & Finance 2024-07, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    20. 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.

    More about this item

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

    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:red:sed018:213. 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: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.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.