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Industry-level determinants of India’s vertical and horizontal IIT

Author

Listed:
  • Sagnik Bagchi

    (The LNM Institute of Information Technology)

  • Surajit Bhattacharyya

    (Indian Institute of Technology Bombay)

Abstract

This paper mitigates the gap in the Indian context about the non-consideration of vertical and horizontal intra-industry trade (IIT) distinctly in testing empirical hypotheses about industry-level determinants of IIT. Our study indicates that failure to segregate vertical and horizontal IIT from the total IIT possibly leads to potential bias in econometric results. Drawing on annual multilateral trade data encompassing two and half decades of the liberalization period, we find India’s IIT outpaced the growth of inter-industry trade over the years and its contribution mainly came from six manufacturing industry groups whose export baskets had been loaded with low vertically differentiated goods. However, horizontal and high vertical IIT have gained some momentum since the end of the last decade. Given the fractional nature of our dependent variable, we initially estimate a (random effects) Tobit model followed by the Exponential Regression of Fractional Response model. The robust econometric findings show that product differentiation has a positive impact only on total IIT. Whereas vertical and horizontal IIT are promoted in industries with concentrated and competitive market structures, respectively. The prevalence of concentrated market structure indicates that (large) Indian firms sustain import competition by specializing in low vertically differentiated goods, as they efficiently adjust to resource reallocation.

Suggested Citation

  • Sagnik Bagchi & Surajit Bhattacharyya, 2021. "Industry-level determinants of India’s vertical and horizontal IIT," Indian Economic Review, Springer, vol. 56(1), pages 113-145, June.
  • Handle: RePEc:spr:inecre:v:56:y:2021:i:1:d:10.1007_s41775-021-00107-8
    DOI: 10.1007/s41775-021-00107-8
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    1. Sakshi Aggarwal & Debashis Chakraborty, 2020. "Labour Market Adjustment and Intra-Industry Trade: Empirical Results from Indian Manufacturing Sectors," Journal of South Asian Development, , vol. 15(2), pages 238-269, August.
    2. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    3. Kishor Sharma, 2004. "Horizontal and vertical intra-industry trade in Australian manufacturing: does trade liberalization have any impact?," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1723-1730.
    4. C. Veeramani, 2007. "Industry-Specific Determinants of Intra-Industry Trade in India," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 42(2), pages 211-229, December.
    5. Sawyer, William C. & Sprinkle, Richard L. & Tochkov, Kiril, 2010. "Patterns and determinants of intra-industry trade in Asia," Journal of Asian Economics, Elsevier, vol. 21(5), pages 485-493, October.
    6. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    7. Lionel Fontagné & Michaël Freudenberg, 1997. "Intra-Industry Trade: Methodological Issues Reconsidered," Working Papers 1997-01, CEPII research center.
    8. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    9. Balassa, Bela & Bauwens, Luc, 1987. "Intra-industry Specialisation in a Multi-country and Multi-industry Framework," Economic Journal, Royal Economic Society, vol. 97(388), pages 923-939, December.
    10. Caves, Richard E, 1981. "Intra-Industry Trade and Market Structure in the Industrial Countries," Oxford Economic Papers, Oxford University Press, vol. 33(2), pages 203-223, July.
    11. Esmeralda A. Ramalho & Joaquim J.S. Ramalho & José M.R. Murteira, 2011. "Alternative Estimating And Testing Empirical Strategies For Fractional Regression Models," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 19-68, February.
    12. David Greenaway & Robert Hine & Chris Milner, 1994. "Country-specific factors and the pattern of horizontal and vertical intra-industry trade in the UK," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 130(1), pages 77-100, March.
    13. Rosanna Pittiglio, 2012. "Horizontal and Vertical Intra-industry Trade: An Empirical Test of the ‘Homogeneity Hypothesis’," The World Economy, Wiley Blackwell, vol. 35(7), pages 919-945, July.
    14. H. G. Grubel & P. J. Lloyd, 1971. "The Empirical Measurement of Intra‐Industry Trade," The Economic Record, The Economic Society of Australia, vol. 47(4), pages 494-517, December.
    15. Pilar Beneito & Paz Coscollá-Girona & María Engracia Rochina-Barrachina & Amparo Sanchis, 2015. "Competitive Pressure and Innovation at the Firm Level," Journal of Industrial Economics, Wiley Blackwell, vol. 63(3), pages 422-457, September.
    16. Maddala, G S & Wu, Shaowen, 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(0), pages 631-652, Special I.
    17. Aggarwal, Sakshi & Chakraborty, Debashis, 2017. "Determinants of India’s Bilateral Intra-Industry Trade over 2001-15: Empirical Results," MPRA Paper 78020, University Library of Munich, Germany.
    18. Krugman, Paul R., 1979. "Increasing returns, monopolistic competition, and international trade," Journal of International Economics, Elsevier, vol. 9(4), pages 469-479, November.
    19. Elsas, Ralf & Florysiak, David, 2015. "Dynamic Capital Structure Adjustment and the Impact of Fractional Dependent Variables," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(5), pages 1105-1133, October.
    20. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980, Decembrie.
    21. Isabel Proença & Horácio Faustino, 2015. "Modelling bilateral intra-industry trade indexes with panel data: a semiparametric approach," Computational Statistics, Springer, vol. 30(3), pages 865-884, September.
    22. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    23. Grubel, Herbert G & Lloyd, P J, 1971. "The Empirical Measurement of Intra- Industry Trade," The Economic Record, The Economic Society of Australia, vol. 47(120), pages 494-517, December.
    24. Jayant Menon & David Greenaway & Chris Milner, 1999. "Industrial Structure and Australia– UK Intra‐Industry Trade," The Economic Record, The Economic Society of Australia, vol. 75(1), pages 19-27, March.
    25. Lukasz Ambroziak, 2012. "FDI and intra-industry trade: theory and empirical evidence from the Visegrad Countries," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 4(1/2), pages 180-198.
    26. Lancaster, Kelvin, 1980. "Intra-industry trade under perfect monopolistic competition," Journal of International Economics, Elsevier, vol. 10(2), pages 151-175, May.
    27. Marius Brülhart, 1994. "Marginal Intra-Industry Trade: Measurement and Relevance," Economics Technical Papers 942, Trinity College Dublin, Department of Economics.
    28. Sagnik Bagchi & Surajit Bhattacharyya, 2019. "Country-Specific Determinants of Intra-Industry Trade in India," Foreign Trade Review, , vol. 54(3), pages 129-158, August.
    29. Loudermilk, Margaret S., 2007. "Estimation of Fractional Dependent Variables in Dynamic Panel Data Models With an Application to Firm Dividend Policy," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 462-472, October.
    30. David Greenaway & Chris R. Milner, 2006. "Recent Developments in Intra-Industry Trade: Introduction by Guest Editors," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(3), pages 425-432, October.
    31. Poornima Varma, 2015. "An analysis of country specific determinants of vertical and horizontal intra-industry trade in the food processing sector of India," International Journal of Trade and Global Markets, Inderscience Enterprises Ltd, vol. 8(4), pages 324-342.
    32. Greenaway, David & Hine, Robert C & Milner, Chris, 1995. "Vertical and Horizontal Intra-industry Trade: A Cross Industry Analysis for the United Kingdom," Economic Journal, Royal Economic Society, vol. 105(433), pages 1505-1518, November.
    33. David Greenaway & Johan Torstensson, 1997. "Back to the future: Taking stock on intra-industry trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 133(2), pages 249-269, June.
    34. 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.
    35. Rodas-Martini, Pablo, 1998. "Intra-industry trade and revealed comparative advantage in the Central American Common Market," World Development, Elsevier, vol. 26(2), pages 337-344, February.
    36. Choorikkad Veeramani, 2002. "Intra-industry trade of India: Trends and country-specific factors," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(3), pages 509-533, September.
    37. Menon, Jayant & Greenaway, David & Milner, Chris, 1999. "Industrial Structure and Australia-UK Intra-industry Trade," The Economic Record, The Economic Society of Australia, vol. 75(228), pages 19-27, March.
    38. Kemal Türkcan & Aysegul Ates, 2011. "Vertical Intra‐industry Trade and Fragmentation: An Empirical Examination of the US Auto‐parts Industry," The World Economy, Wiley Blackwell, vol. 34(1), pages 154-172, January.
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    More about this item

    Keywords

    Horizontal and vertical IIT; Revealed comparative advantage; Manufacturing industry; (Random effects) Tobit model; Exponential regression of fractional response model;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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