IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v25y2013icp44-61.html
   My bibliography  Save this article

Productivity spillovers among linked sectors

Author

Listed:
  • Peng, Ling
  • Hong, Yongmiao

Abstract

This paper estimates the impact of inter-sectoral linkages on productivity at the sectoral level. An exhaustive Chinese panel data set for capital, infrastructure and a sectoral agglomeration index is linked with an economic distance matrix derived from inter-sectoral transactions. The latter matrix can replace the conventional geographic distance matrix from spatial econometrics. The impact through spillovers is mixed—the direct impact passing to related sectors and back to the initial sector itself, and the indirect impact arising from changes in all sectors. The results suggest that (1) economic growth in a sector is driven by spillovers among sectors that are linked through flows of goods and services; economic distance plays a more important role in stimulating productivity spillover than spatial distance; a shorter economic distance transmits a larger productivity spillover between sectors; (2) infrastructure spillover improves labor productivity in linked sectors; (3) agglomeration diseconomies can be partially reduced by infrastructure investment.

Suggested Citation

  • Peng, Ling & Hong, Yongmiao, 2013. "Productivity spillovers among linked sectors," China Economic Review, Elsevier, vol. 25(C), pages 44-61.
    • Handle: RePEc:eee:chieco:v:25:y:2013:i:c:p:44-61
    DOI: 10.1016/j.chieco.2013.01.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X13000047
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.chieco.2013.01.002?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. Sean Holly & Ivan Petrella, 2012. "Factor Demand Linkages, Technology Shocks, and the Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 948-963, November.
    2. Katharina Pijnenburg & Konstantin A. Kholodilin, 2014. "Do Regions with Entrepreneurial Neighbours Perform Better? A Spatial Econometric Approach for German Regions," Regional Studies, Taylor & Francis Journals, vol. 48(5), pages 866-882, May.
    3. J. Paul Elhorst & Katarina Zigova, 2011. "Evidence of Competition in Research Activity among Economic Department using Spatial Econometric Techniques," Working Paper Series of the Department of Economics, University of Konstanz 2011-04, Department of Economics, University of Konstanz.
    4. Jan Kranich, 2011. "Agglomeration, vertical specialization, and the strength of industrial linkages," Papers in Regional Science, Wiley Blackwell, vol. 90(1), pages 159-178, March.
    5. Charlene M. Kalenkoski & Donald J. Lacombe, 2013. "Minimum wages and teen employment: A spatial panel approach," Papers in Regional Science, Wiley Blackwell, vol. 92(2), pages 407-417, June.
    6. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    7. Antonelli, Cristiano, 2008. "Pecuniary Externalities: the Convergence of Directed Technological Change and the Emergence of Innovation Systems," 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 200807, University of Turin.
    8. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    9. Jofre-Monseny, Jordi & Marín-López, Raquel & Viladecans-Marsal, Elisabet, 2011. "The mechanisms of agglomeration: Evidence from the effect of inter-industry relations on the location of new firms," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 61-74, September.
    10. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Spillover effects of public capital formation: evidence from the Spanish regions," Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
    11. Eric J. Bartelsman & Ricardo J. Caballero & Richard K. Lyons, 1991. "Short and Long Run Externalities," NBER Working Papers 3810, National Bureau of Economic Research, Inc.
    12. Jeffrey P. Cohen & Catherine J. Morrison Paul, 2004. "Public Infrastructure Investment, Interstate Spatial Spillovers, and Manufacturing Costs," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 551-560, May.
    13. Randall W. Eberts & Daniel P. McMillen, 1999. "Agglomeration Economies and Urban Public Infrastructure," Book chapters authored by Upjohn Institute researchers, in: Paul Cheshire & Edwin S. Mills (ed.),handbook or Regional and Urban Economics, volume 3, pages 1455-1495, W.E. Upjohn Institute for Employment Research.
    14. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    15. Ryan Kellogg, 2011. "Learning by Drilling: Interfirm Learning and Relationship Persistence in the Texas Oilpatch," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1961-2004.
    16. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, June.
    17. Gustavo Crespi & Chiara Criscuolo & Jonathan Haskel & Matthew Slaughter, 2007. "Productivity Growth, Knowledge Flows and Spillovers," CEP Discussion Papers dp0785, Centre for Economic Performance, LSE.
    18. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    19. Gilles Duranton & Peter M. Morrow & Matthew A. Turner, 2014. "Roads and Trade: Evidence from the US," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 681-724.
    20. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    21. David de Ferranti & Guillermo E. Perry & William Foster & Daniel Lederman & Alberto Valdés, 2005. "Beyond the City: The Rural Contribution to Development," World Bank Publications - Books, The World Bank Group, number 7328.
    22. Poudyal, Neelam C. & Hodges, Donald G. & Bowker, J.M. & Cordell, H.K., 2009. "Evaluating natural resource amenities in a human life expectancy production function," Forest Policy and Economics, Elsevier, vol. 11(4), pages 253-259, July.
    23. repec:rri:wpaper:201108 is not listed on IDEAS
    24. Giuseppe Arbia, 2001. "The role of spatial effects in the empirical analysis of regional concentration," Journal of Geographical Systems, Springer, vol. 3(3), pages 271-281, November.
    25. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    26. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Geographical Spillovers and University Research: A Spatial Econometric Perspective," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 10, pages 122-134, Edward Elgar Publishing.
    27. Dembour, Carole & Wauthy, Xavier, 2009. "Investment in public infrastructure with spillovers and tax competition between contiguous regions," Regional Science and Urban Economics, Elsevier, vol. 39(6), pages 679-687, November.
    28. Baffes, John & Shah, Anwar, 1998. "Productivity of Public Spending, Sectoral Allocation Choices, and Economic Growth," Economic Development and Cultural Change, University of Chicago Press, vol. 46(2), pages 291-303, January.
    29. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    30. Hauknes, Johan & Knell, Mark, 2009. "Embodied knowledge and sectoral linkages: An input-output approach to the interaction of high- and low-tech industries," Research Policy, Elsevier, vol. 38(3), pages 459-469, April.
    31. Dietzenbacher, Erik & Romero Luna, Isidoro & Bosma, Niels S., 2005. "Using Average Propagation Lengths to Identify Production Chains in the Andalusian Economy/Empleando Longitudes Medias de Propagación para identificar Cadenas Productivas en la Economía Andaluza," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 23, pages 405-422, Agosto.
    32. Park, Se-Hark, 1989. "Linkages between industry and services and their implications for urban employment generation in developing countries," Journal of Development Economics, Elsevier, vol. 30(2), pages 359-379, April.
    33. Guy Dumais & Glenn Ellison & Edward L. Glaeser, 2002. "Geographic Concentration As A Dynamic Process," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 193-204, May.
    34. Agnieszka Gehringer, 2011. "Pecuniary knowledge externalities and innovation: intersectoral linkages and their effects beyond technological spillovers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 495-515.
    35. Julio Martínez-Galarraga & Elisenda Paluzie & Jordi Pons & Daniel A. Tirado-Fabregat, 2008. "Agglomeration and labour productivity in Spain over the long term," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 2(3), pages 195-212, October.
    36. Paz, Lourenco, 2012. "Trade liberalization and inter-industry productivity spillovers: an analysis of the 1989-1998 Brazilian trade liberalization episode," MPRA Paper 38859, University Library of Munich, Germany.
    37. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    38. Jungsoo Park, 2004. "International and Intersectoral R&D Spillovers in the OECD and East Asian Economies," Economic Inquiry, Western Economic Association International, vol. 42(4), pages 739-757, October.
    39. Cristiano Antonelli, 2008. "Pecuniary knowledge externalities: the convergence of directed technological change and the emergence of innovation systems," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(5), pages 1049-1070, October.
    40. Corinne Autant‐Bernard & James P. LeSage, 2011. "Quantifying Knowledge Spillovers Using Spatial Econometric Models," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 471-496, August.
    41. Baicker, Katherine, 2005. "The spillover effects of state spending," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 529-544, February.
    42. Franco Malerba & Maria Mancusi & Fabio Montobbio, 2013. "Innovation, international R&D spillovers and the sectoral heterogeneity of knowledge flows," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 697-722, December.
    43. Frederic Scherer, 1984. "Using Linked Patent and R&D Data to Measure Interindustry Technology Flows," NBER Chapters, in: R&D, Patents, and Productivity, pages 417-464, National Bureau of Economic Research, Inc.
    44. Dietzenbacher, Erik, 2000. "Spillovers of Innovation Effects," Journal of Policy Modeling, Elsevier, vol. 22(1), pages 27-42, January.
    45. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    46. Corinne Autant-Bernard & James Lesage, 2011. "Quantifying knowledge spillovers using spatial econometric tools," Post-Print halshs-00617709, HAL.
    47. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Erratum to "Spillover effects of public capital formation: evidence from the Spanish regions": [Journal of Urban Economics 53 (2003) 238-256]," Journal of Urban Economics, Elsevier, vol. 54(1), pages 197-197, July.
    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. Khanna, Rupika & Sharma, Chandan, 2021. "Does infrastructure stimulate total factor productivity? A dynamic heterogeneous panel analysis for Indian manufacturing industries," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 59-73.

    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. repec:wyi:journl:002193 is not listed on IDEAS
    2. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," 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 247-348, Elsevier.
    3. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    4. Khanna, Rupika & Sharma, Chandan, 2021. "Does infrastructure stimulate total factor productivity? A dynamic heterogeneous panel analysis for Indian manufacturing industries," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 59-73.
    5. Henderson, J. Vernon & Thisse, Jacques-François, 2024. "Urban and spatial economics after 50 years," LSE Research Online Documents on Economics 125675, London School of Economics and Political Science, LSE Library.
    6. Álvarez, Inmaculada C. & Gude, Alberto & Orea, Luis, 2019. "Effects of inter-industry and spatial spillovers on regional productivity: Evidence from Spanish panel data," Efficiency Series Papers 2019/01, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    7. Thi Xuan Thu Nguyen & Javier Revilla Diez, 2017. "Multinational enterprises and industrial spatial concentration patterns in the Red River Delta and Southeast Vietnam," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(1), pages 101-138, July.
    8. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    9. Guangliang Yang & Lixing Li & Shihe Fu, 2020. "Do rural migrants benefit from labor market agglomeration economies? Evidence from Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(3), pages 910-931, September.
    10. Kristian Behrens & W. Mark Brown & Théophile Bougna, 2018. "The World Is Not Yet Flat: Transport Costs Matter!," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 712-724, October.
    11. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    12. Edward L. Glaeser & William R. Kerr, 2009. "Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(3), pages 623-663, September.
    13. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    14. Antonelli, Cristiano & Gehringer, Agnieszka, 2015. "Knowledge externalities and demand pull: The European evidence," Economic Systems, Elsevier, vol. 39(4), pages 608-631.
    15. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    16. Federici, Andrea, 2018. "Il rapporto tra capitale pubblico e altre variabili macroeconomiche: analisi della letteratura [The relationship between public capital and other macroeconomic variable: a literature review]," MPRA Paper 88515, University Library of Munich, Germany.
    17. Tong, Tingting & Yu, Tun-Hsiang Edward & Cho, Seong-Hoon & Jensen, Kimberly & De La Torre Ugarte, Daniel, 2013. "Evaluating the spatial spillover effects of transportation infrastructure on agricultural output across the United States," Journal of Transport Geography, Elsevier, vol. 30(C), pages 47-55.
    18. Steijn, Mathieu P.A. & Koster, Hans R.A. & Van Oort, Frank G., 2022. "The dynamics of industry agglomeration: Evidence from 44 years of coagglomeration patterns," Journal of Urban Economics, Elsevier, vol. 130(C).
    19. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    20. Orea, Luis & Álvarez, Inmaculada C., 2019. "Spatial Production Economics," Efficiency Series Papers 2019/06, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    21. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    22. Taotao Deng, 2013. "Impacts of Transport Infrastructure on Productivity and Economic Growth: Recent Advances and Research Challenges," Transport Reviews, Taylor & Francis Journals, vol. 33(6), pages 686-699, November.
    23. Straub, Stephane, 2008. "Infrastructure and growth in developing countries : recent advances and research challenges," Policy Research Working Paper Series 4460, The World Bank.

    More about this item

    Keywords

    Inter-sectoral linkages; Economic distance; Spatial econometrics; Spillover; indirect impact;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • L69 - Industrial Organization - - Industry Studies: Manufacturing - - - Other
    • P59 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems - - - Other

    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:eee:chieco:v:25:y:2013:i:c:p:44-61. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    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.