IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v121y2023ics0264999323000445.html
   My bibliography  Save this article

Total factor productivity in East Asia under ambiguity

Author

Listed:
  • Lee, Velma
  • Viale, Ariel M.

Abstract

Most cross-country empirical studies on economic growth ignore ambiguity. We argue that ambiguity should matter a priori, given the open-endedness of growth theories. Moreover, ambiguity has received a lot of attention since the great financial crisis (GFC) of 2008, and more recently after COVID-19 and the war in East Europe. Using annual data from the Penn World Table covering 12 East Asian economies from 1954 to 2019, we show that beyond economic factors documented in the current debate about the East Asian miracle, economic agents' confidence shocks about the global economy (one dimension of ambiguity) have a significant negative impact on total factor productivity (TFP) growth. However, correlation uncertainty (another dimension of ambiguity) is low in the region given the persistent high level of connectedness of its productivity network. The empirical results are policy-relevant given that ambiguity, unlike rational expectations, implies that economic agents’ beliefs are not policy invariant.

Suggested Citation

  • Lee, Velma & Viale, Ariel M., 2023. "Total factor productivity in East Asia under ambiguity," Economic Modelling, Elsevier, vol. 121(C).
  • Handle: RePEc:eee:ecmode:v:121:y:2023:i:c:s0264999323000445
    DOI: 10.1016/j.econmod.2023.106232
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999323000445
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2023.106232?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. 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. , & Lorenz, Jan & ,, 2016. "Innovation vs. imitation and the evolution of productivity distributions," Theoretical Economics, Econometric Society, vol. 11(3), September.
    3. Larry G. Epstein & Martin Schneider, 2010. "Ambiguity and Asset Markets," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 315-346, December.
    4. Bekaert, Geert & Hoerova, Marie & Lo Duca, Marco, 2013. "Risk, uncertainty and monetary policy," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 771-788.
    5. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    6. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    7. Cooper, Russell W. & Johri, Alok, 1997. "Dynamic complementarities: A quantitative analysis," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 97-119, September.
    8. Makiela, Kamil & Ouattara, Bazoumana, 2018. "Foreign direct investment and economic growth: Exploring the transmission channels," Economic Modelling, Elsevier, vol. 72(C), pages 296-305.
    9. Larry G Epstein & Yoram Halevy, 2019. "Ambiguous Correlation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 668-693.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    12. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    13. Jozef Baruník & Tomáš Křehlík, 2018. "Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk," Journal of Financial Econometrics, Oxford University Press, vol. 16(2), pages 271-296.
    14. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    15. Hansen, Lars Peter, 2013. "Uncertainty Outside and Inside Economic Models," Nobel Prize in Economics documents 2013-7, Nobel Prize Committee.
    16. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    17. Nicholas Bloom & Max Floetotto & Nir Jaimovich & Itay Saporta†Eksten & Stephen J. Terry, 2018. "Really Uncertain Business Cycles," Econometrica, Econometric Society, vol. 86(3), pages 1031-1065, May.
    18. Pack, Howard & Page, John Jr., 1994. "Reply to Alwyn Young," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 251-257, June.
    19. Cosmin L. Ilut & Martin Schneider, 2014. "Ambiguous Business Cycles," American Economic Review, American Economic Association, vol. 104(8), pages 2368-2399, August.
    20. Larry G. Epstein & Martin Schneider, 2008. "Ambiguity, Information Quality, and Asset Pricing," Journal of Finance, American Finance Association, vol. 63(1), pages 197-228, February.
    21. Furceri, Davide & Kilic Celik, Sinem & Jalles, João Tovar & Koloskova, Ksenia, 2021. "Recessions and total factor productivity: Evidence from sectoral data," Economic Modelling, Elsevier, vol. 94(C), pages 130-138.
    22. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    23. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    24. Diego Restuccia & Guillaume Vandenbroucke, 2012. "A Century of Human Capital and Hours," Working Papers tecipa-460, University of Toronto, Department of Economics.
    25. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    26. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    27. Ariel M. Viale & Luis Garcia-Feijoo & Antoine Giannetti, 2014. "Safety First, Learning Under Ambiguity, and the Cross-Section of Stock Returns," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 4(1), pages 118-159.
    28. Young, Alwyn, 1994. "Lessons from the East Asian NICS: A contrarian view," European Economic Review, Elsevier, vol. 38(3-4), pages 964-973, April.
    29. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    30. Timo Boppart & Per Krusell, 2020. "Labor Supply in the Past, Present, and Future: A Balanced-Growth Perspective," Journal of Political Economy, University of Chicago Press, vol. 128(1), pages 118-157.
    31. Andreas Savvides & Marios Zachariadis, 2005. "International Technology Diffusion and the Growth of TFP in the Manufacturing Sector of Developing Economies," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 482-501, November.
    32. Keller, Wolfgang, 2002. "Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
    33. Peng, Jiaying & Xie, Rui & Ma, Chunbo & Fu, Yang, 2021. "Market-based environmental regulation and total factor productivity: Evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 394-407.
    34. Pattnayak, Sanja S. & Thangavelu, S.M., 2005. "Economic reform and productivity growth in Indian manufacturing industries: an interaction of technical change and scale economies," Economic Modelling, Elsevier, vol. 22(4), pages 601-615, July.
    35. Rath, Badri Narayan & Akram, Vaseem, 2019. "A reassessment of total factor productivity convergence: Evidence from cross-country analysis," Economic Modelling, Elsevier, vol. 82(C), pages 87-98.
    36. John Bryant, 1983. "A Simple Rational Expectations Keynes-type Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(3), pages 525-528.
    37. Yung Chul Park & Jong-Wha Lee, 2003. "Recovery and Sustainability in East Asia," NBER Chapters, in: Managing Currency Crises in Emerging Markets, pages 275-320, National Bureau of Economic Research, Inc.
    38. Jesus Felipe, 1999. "Total factor productivity growth in East Asia: A critical survey," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 1-41.
    39. Marianne Baxter & Robert G. King, 1991. "Productive externalities and business cycles," Discussion Paper / Institute for Empirical Macroeconomics 53, Federal Reserve Bank of Minneapolis.
    40. 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.
    41. Dahlman, Carl J. & Ross-Larson, Bruce & Westphal, Larry E., 1987. "Managing technological development: Lessons from the newly industrializing countries," World Development, Elsevier, vol. 15(6), pages 759-775, June.
    42. Camerer, Colin & Weber, Martin, 1992. "Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-370, October.
    43. Jonathan R. W. Temple, 1998. "Robustness tests of the augmented Solow model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(4), pages 361-375.
    44. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    45. Geert Bekaert & Eric Engstrom & Andrey Ermolov, 2023. "The Variance Risk Premium in Equilibrium Models," Review of Finance, European Finance Association, vol. 27(6), pages 1977-2014.
    46. Carl J. Dahlman & Larry E. Westphal, 1981. "The Meaning of Technological Mastery in Relation to Transfer of Technology," The ANNALS of the American Academy of Political and Social Science, , vol. 458(1), pages 12-26, November.
    47. Alwyn Young, 1992. "A Tale of Two Cities: Factor Accumulation and Technical Change in Hong Kong and Singapore," NBER Chapters, in: NBER Macroeconomics Annual 1992, Volume 7, pages 13-64, National Bureau of Economic Research, Inc.
    48. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    49. Young, Alwyn, 1994. "Accumulation, exports, and growth in the high performing Asian economies : A comment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 237-250, June.
    50. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    51. Durlauf, Steven N, 1991. "Multiple Equilibria and Persistence in Aggregate Fluctuations," American Economic Review, American Economic Association, vol. 81(2), pages 70-74, May.
    52. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    53. Pack, Howard & Page, John Jr., 1994. "Accumulation, exports, and growth in the high-performing Asian economies," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 199-235, June.
    54. Tsai, I-Chun, 2017. "The source of global stock market risk: A viewpoint of economic policy uncertainty," Economic Modelling, Elsevier, vol. 60(C), pages 122-131.
    55. 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.
    56. Fabrizio Zilibotti, 2017. "Growing and Slowing Down Like China," Journal of the European Economic Association, European Economic Association, vol. 15(5), pages 943-988.
    57. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    58. Xu, Bin, 2000. "Multinational enterprises, technology diffusion, and host country productivity growth," Journal of Development Economics, Elsevier, vol. 62(2), pages 477-493, August.
    59. Lars Peter Hansen, 2014. "Nobel Lecture: Uncertainty Outside and Inside Economic Models," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 945-987.
    60. David Dequech, 2000. "Fundamental Uncertainty and Ambiguity," Eastern Economic Journal, Eastern Economic Association, vol. 26(1), pages 41-60, Winter.
    61. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    62. von Brasch, T. & Cappelen, Å. & Hungnes, H. & Skjerpen, T., 2021. "Modeling R&D spillovers to productivity: The effects of tax credits," Economic Modelling, Elsevier, vol. 101(C).
    63. Jesus Felipe & J. S. L. McCombie, 2003. "Some methodological problems with the neoclassical analysis of the East Asian miracle," Cambridge Journal of Economics, Oxford University Press, vol. 27(5), pages 695-721, September.
    64. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. John Ssozi & Simplice A. Asongu, 2016. "The Comparative Economics of Catch-up in Output per Worker, Total Factor Productivity and Technological Gain in Sub-Saharan Africa," African Development Review, African Development Bank, vol. 28(2), pages 215-228, June.
    2. Bayraktar-Sağlam, Bahar & Yetkiner, Hakan, 2014. "A Romerian contribution to the empirics of economic growth," Journal of Policy Modeling, Elsevier, vol. 36(2), pages 257-272.
    3. Lai, Mingyong & Peng, Shuijun & BAO, Qun, 2006. "Technology spillovers, absorptive capacity and economic growth," China Economic Review, Elsevier, vol. 17(3), pages 300-320.
    4. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Foreign Direct Investment, Information Technology and Total Factor Productivity Dynamics in Sub-Saharan Africa," Working Papers 22/019, European Xtramile Centre of African Studies (EXCAS).
    5. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    6. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "On the simultaneous openness hypothesis: FDI, trade and TFP dynamics in Sub-Saharan Africa," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-27, December.
    7. Simplice A. Asongu & Paul N. Acha-Anyi, 2020. "Enhancing ICT for productivity in sub-Saharan Africa: Thresholds for complementary policies," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 12(7), pages 831-845, November.
    8. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    9. Jakob B. Madsen & Md. Rabiul Islam & James B. Ang, 2010. "Catching up to the technology frontier: the dichotomy between innovation and imitation," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1389-1411, November.
    10. Pop Silaghi, Monica Ioana & Alexa, Diana & Jude, Cristina & Litan, Cristian, 2014. "Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern European Countries? A dynamic panel estimation," Economic Modelling, Elsevier, vol. 36(C), pages 108-119.
    11. Zaiter Lahimer, Mahjouba, 2011. "L’impact des entrées de capitaux privés sur la croissance économique dans les pays en développement," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/7670 edited by Sterdyniak, Henri.
    12. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    13. Sumbal Fatima & Bateer Chen & Muhammad Ramzan & Qamar Abbas, 2020. "The Nexus Between Trade Openness and GDP Growth: Analyzing the Role of Human Capital Accumulation," SAGE Open, , vol. 10(4), pages 21582440209, November.
    14. 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.
    15. Michael Peneder & Karl Aiginger & Gernot Hutschenreiter & Markus Marterbauer, 2001. "Structural Change and Economic Growth," WIFO Studies, WIFO, number 20668, February.
    16. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    17. Perez-Sebastian, Fidel, 2000. "Transitional dynamics in an R&D-based growth model with imitation: Comparing its predictions to the data," Journal of Monetary Economics, Elsevier, vol. 45(2), pages 437-461, April.
    18. Maria Jesus Herrerias & Vicente Orts, 2011. "The driving forces behind China’s growth," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 19(1), pages 79-124, January.
    19. Benzaim, Samia & Ftiti, Zied & Khedhaouria, Anis & Djermane, Rebai, 2023. "US foreign investments: Technology transfer, relative backwardness, and the productivity growth of host countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 275-295.
    20. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.

    More about this item

    Keywords

    Total factor productivity; Ambiguity; East Asia; Panel data analysis; Connectedness;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    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:ecmode:v:121:y:2023:i:c:s0264999323000445. 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/inca/30411 .

    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.