IDEAS home Printed from https://ideas.repec.org/a/taf/apeclt/v13y2006i13p857-861.html
   My bibliography  Save this article

Granger causality test on R&D spatial spillovers and productivity growth

Author

Listed:
  • Wen-Cheng Lu
  • Jong-Rong Chen
  • Chia-Ling Wang

Abstract

This paper uses panel data of Taiwanese electronics firms to investigate the Granger causality relationship between R&D and productivity growth, while taking into account the effect of R&D spatial spillovers. Unlike previous studies, the R&D spatial spillover effect is calculated by a geographic formula of longitude and latitude. Before determining the direction of causality between the TFP growth and R&D effort, we execute the panel unit root test to examine the stationarity of the data. Results indicate that all variables in the model are stationary, and that R&D stock and R&D spatial spillovers Granger cause productivity growth.

Suggested Citation

  • Wen-Cheng Lu & Jong-Rong Chen & Chia-Ling Wang, 2006. "Granger causality test on R&D spatial spillovers and productivity growth," Applied Economics Letters, Taylor & Francis Journals, vol. 13(13), pages 857-861.
  • Handle: RePEc:taf:apeclt:v:13:y:2006:i:13:p:857-861
    DOI: 10.1080/13504850500425360
    as

    Download full text from publisher

    File URL: http://www.informaworld.com/openurl?genre=article&doi=10.1080/13504850500425360&magic=repec&7C&7C8674ECAB8BB840C6AD35DC6213A474B5
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/13504850500425360?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. Dirk Frantzen, 1998. "R&D efforts, international technology spillovers and the evolution of productivity in industrial countries," Applied Economics, Taylor & Francis Journals, vol. 30(11), pages 1459-1469.
    2. Gary Madden & Scott Savage & Paul Bloxham, 2001. "Asian and OECD international R&D spillovers," Applied Economics Letters, Taylor & Francis Journals, vol. 8(7), pages 431-435.
    3. Chihwa Kao & Min‐Hsien Chiang & Bangtian Chen, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 691-709, November.
    4. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    5. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    6. repec:bla:obuest:v:61:y:1999:i:0:p:691-709 is not listed on IDEAS
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    9. Jeffrey Bernstein & Xiaoyi Yan, 1996. "Canadian-Japanese R&D spillovers and productivity growth," Applied Economics Letters, Taylor & Francis Journals, vol. 3(12), pages 763-767.
    10. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
    11. Taylor, Mark P. & Sarno, Lucio, 1998. "The behavior of real exchange rates during the post-Bretton Woods period," Journal of International Economics, Elsevier, vol. 46(2), pages 281-312, December.
    12. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    13. Michael Funke & Annekatrin Niebuhr, 2000. "Regional Geographic R&D Spillovers and Economic Growth," Quantitative Macroeconomics Working Papers 20007, Hamburg University, Department of Economics.
    14. repec:dau:papers:123456789/6159 is not listed on IDEAS
    15. Bernstein, Jeffrey I, 1989. "The Structure of Canadian Inter-industry R&D Spillovers, and the Rates of Return to R&D," Journal of Industrial Economics, Wiley Blackwell, vol. 37(3), pages 315-328, March.
    16. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    17. Michael Funke & Annekatrin Niebuhr, 2005. "Regional Geographic Research and Development Spillovers and Economic Growth: Evidence from West Germany," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 143-153.
    18. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. Claudio Bravo Ortega & Álvaro García Marín, 2008. "Exploring the Relationship Between R&D and Productivity: A Country-Level Study," Working Papers Central Bank of Chile 472, Central Bank of Chile.
    2. Jenn-Hong Tang & Cheng-Chung Lai & Eric Lin, 2009. "Military Expenditure And Unemployment Rates: Granger Causality Tests Using Global Panel Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(4), pages 253-267.
    3. Zhenhua Chen & Kingsley B. Haynes, 2014. "Regional Economic Output and Public Surface Transportation Infrastructure: A Spatial Granger Approach," The Review of Regional Studies, Southern Regional Science Association, vol. 44(3), pages 263-279, Winter.
    4. Khaled Elmawazini, 2014. "FDI Spillovers, Efficiency Change and Host Country Labor Productivity: Evidence from GCC Countries," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 42(4), pages 399-411, December.
    5. Marcella Nicolini & Alessia Paccagnini, 2011. "Does Trade Foster Institutions?," Open Access publications 10197/7587, School of Economics, University College Dublin.
    6. Marcella Nicolini & Alessia Paccagnini, 2011. "Does Trade Foster Institutions? An Empirical Assessment," Review of Economics and Institutions, Università di Perugia, vol. 2(2).
    7. Feng, Ping & Ke, Shanzi, 2016. "Self-selection and performance of R&D input of heterogeneous firms: Evidence from China's manufacturing industries," China Economic Review, Elsevier, vol. 41(C), pages 181-195.
    8. Zhai, Xueqi & An, Yunfei, 2021. "The relationship between technological innovation and green transformation efficiency in China: An empirical analysis using spatial panel data," Technology in Society, Elsevier, vol. 64(C).
    9. Bravo-Ortega, Claudio & García Marín, Álvaro, 2011. "R&D and Productivity: A Two Way Avenue?," World Development, Elsevier, vol. 39(7), pages 1090-1107, July.

    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. 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.
    2. Peri, Giovanni, 2003. "Knowledge Flows, R&D Spillovers and Innovation," ZEW Discussion Papers 03-40, ZEW - Leibniz Centre for European Economic Research.
    3. Fr餩ric Laurin, 2012. "Trade and regional growth in Spain: panel cointegration in a small sample," Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 435-447, February.
    4. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    5. Raffaello Bronzini & Paolo Piselli, 2006. "Determinants of long-run regional productivity: the role of R&D, human capital and public infrastructure," Temi di discussione (Economic working papers) 597, Bank of Italy, Economic Research and International Relations Area.
    6. Cem Ertur & Antonio Musolesi, 2017. "Weak and Strong Cross‐Sectional Dependence: A Panel Data Analysis of International Technology Diffusion," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 477-503, April.
    7. repec:zbw:rwirep:0557 is not listed on IDEAS
    8. Luintel, Kul B. & Khan, Mosahid, 2017. "Ideas production and international knowledge spillovers: Digging deeper into emerging countries," Research Policy, Elsevier, vol. 46(10), pages 1738-1754.
    9. Antonio Afonso & Hüseyin Sen & Ayse Kaya, 2021. "Government Size, Unemployment and Inflation Nexus in Eight Large Emerging Market Economies," Hacienda Pública Española / Review of Public Economics, IEF, vol. 235(1), pages 133-170, March.
    10. repec:use:tkiwps:3232 is not listed on IDEAS
    11. Cristina Brasili & Luciano Gutierrez, 2004. "Regional convergence across European Union," Development and Comp Systems 0402002, University Library of Munich, Germany.
    12. Simplice A Asongu, 2013. "A Short-run Schumpeterian Trip to Embryonic African Monetary Zones," Economics Bulletin, AccessEcon, vol. 33(1), pages 859-873.
    13. Nagmi Moftah Aimer, 2020. "Renewable energy consumption, financial development and economic growth: Evidence from panel data for the Middle East and North African countries," Economics Bulletin, AccessEcon, vol. 40(3), pages 2058-2072.
    14. Camarero, Mariam & Flores, Renato Jr. & Tamarit, Cecilio R., 2006. "Monetary union and productivity differences in Mercosur countries," Journal of Policy Modeling, Elsevier, vol. 28(1), pages 53-66, January.
    15. Tsangyao Chang & Tsung-Pao Wu & Rangan Gupta, 2015. "Are house prices in South Africa really nonstationary? Evidence from SPSM-based panel KSS test with a Fourier function," Applied Economics, Taylor & Francis Journals, vol. 47(1), pages 32-53, January.
    16. Christoph Hanck, 2013. "An Intersection Test for Panel Unit Roots," Econometric Reviews, Taylor & Francis Journals, vol. 32(2), pages 183-203, February.
    17. Iheonu, Chimere & Asongu, Simplice & Odo, Kingsley & Ojiem, Patrick, 2020. "Financial Sector Development and Investment in Selected ECOWAS Countries: Empirical Evidence using Heterogeneous Panel Data Method," MPRA Paper 107102, University Library of Munich, Germany.
    18. Koedijk, Kees G. & Tims, Ben & van Dijk, Mathijs A., 2011. "Why panel tests of purchasing power parity should allow for heterogeneous mean reversion," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 246-267, February.
    19. Krammer, Marius Sorin, 2008. "International R&D spillovers in transition countries: the impact of trade and foreign direct investment," Kiel Advanced Studies Working Papers 446, Kiel Institute for the World Economy (IfW Kiel).
    20. Valérie Mignon & Christophe Hurlin, 2005. "Une synthèse des tests de racine unitaire sur données de panel," Économie et Prévision, Programme National Persée, vol. 169(3), pages 253-294.
    21. Le, Thai-Ha & Tran-Nam, Binh, 2018. "Trade liberalization, financial modernization and economic development: An empirical study of selected Asia–Pacific countries," Research in Economics, Elsevier, vol. 72(2), pages 343-355.
    22. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.

    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:taf:apeclt:v:13:y:2006:i:13:p:857-861. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEL20 .

    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.