IDEAS home Printed from https://ideas.repec.org/a/spr/inecre/v56y2021i1d10.1007_s41775-021-00107-8.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s41775-021-00107-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s41775-021-00107-8?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. 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.
    2. 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.
    3. Pesaran, M. Hashem, 2015. "Time Series and Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780198759980.
    4. 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.
    5. 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.
    6. 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.
    7. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    8. 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.
    9. repec:bla:ecorec:v:47:y:1971:i:120:p:494-517 is not listed on IDEAS
    10. 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.
    11. 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.
    12. 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.
    13. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    14. Lancaster, Kelvin, 1980. "Intra-industry trade under perfect monopolistic competition," Journal of International Economics, Elsevier, vol. 10(2), pages 151-175, May.
    15. 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.
    16. Lionel Fontagné & Michaël Freudenberg, 1997. "Intra-Industry Trade: Methodological Issues Reconsidered," Working Papers 1997-01, CEPII research center.
    17. Marius Brülhart, 1994. "Marginal Intra-Industry Trade: Measurement and Relevance," Economics Technical Papers 942, Trinity College Dublin, Department of Economics.
    18. Sagnik Bagchi & Surajit Bhattacharyya, 2019. "Country-Specific Determinants of Intra-Industry Trade in India," Foreign Trade Review, , vol. 54(3), pages 129-158, August.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    35. repec:bla:ecorec:v:75:y:1999:i:228:p:19-27 is not listed on IDEAS
    36. 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.
    37. 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.
    38. Krugman, Paul R., 1979. "Increasing returns, monopolistic competition, and international trade," Journal of International Economics, Elsevier, vol. 9(4), pages 469-479, November.
    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. Sagnik Bagchi & Surajit Bhattacharyya, 2019. "Country-Specific Determinants of Intra-Industry Trade in India," Foreign Trade Review, , vol. 54(3), pages 129-158, August.
    2. Sakshi Aggarwal & Debashis Chakraborty, 2021. "Which Factors influence Vertical Intra-Industry Trade in India? Empirical Results from Panel Data Analysis," Working Papers 2154, Indian Institute of Foreign Trade.
    3. Pittiglio, Rosanna, 2009. "The Intra-industry Trade for a Highincome Country: New Empirical Evidence for Italy," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 62(2), pages 233-254.
    4. repec:idn:journl:v:1:y:2019:i:sp5:p:1-20 is not listed on IDEAS
    5. Maylene Y. Damoense-Azevedo & André C. Jordaan, 2012. "Factors influencing bilateral intra-industry trade in the auto industry: the case of South Africa," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 4(1/2), pages 63-82.
    6. Sourish Dutta, 2022. "Measuring Horizontal and Vertical Differentiation in Intra-industry Trade," Working Papers hal-03683580, HAL.
    7. Nuno Carlos Leitão & Henrique Freixa Braz & Pedro Oliveira, 2022. "Revisiting Marginal Intra-Industry Trade and Portuguese Labour Market," Evaluation Review, , vol. 46(3), pages 336-359, June.
    8. Aggarwal, Sakshi, 2023. "The empirical measurement and determinants of intra-industry trade for a developing country," MPRA Paper 117112, University Library of Munich, Germany.
    9. BELLINO, Antonella & CELI, Giuseppe, 2016. "The Migration-Trade Nexus in the Presence of Vertical and Horizontal Product Differentiation," CELPE Discussion Papers 137, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    10. Amadeo Navarro Zapata & María Arrazola & José Hevia, 2023. "Technological intensity in manufacturing trade between ASEAN and the EU: challenges and opportunities," Asia Europe Journal, Springer, vol. 21(1), pages 23-42, March.
    11. Sourish Dutta, 2023. "Horizontal and Vertical Differentiation: Approaching Endogenous Measurement in Intra-industry Trade," Papers 2307.10660, arXiv.org, revised Aug 2023.
    12. Mónica Rivera, 2014. "Trade patterns in the process of European integration: Evidence for the intraindustrial exchanges of a Mediterranean peripheral region," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 227-249, January.
    13. Dutta, Sourish, 2022. "Two Approaches of Measuring Intra-industry Trade," EconStor Preprints 259000, ZBW - Leibniz Information Centre for Economics.
    14. Frahan, Bruno Henry de & Tharakan, Joe, 1998. "Horizontal And Vertical Intra-Industry Trade In The Processed Food Sector," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20903, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    15. Michaël Freudenberg & Françoise Lemoine, 1999. "Central and Eastern European Countries in the International Division of Labour in Europe," Working Papers 1999-05, CEPII research center.
    16. Abdul K. M. Azhar & Robert J. R. Elliott, 2008. "On the Measurement of Changes in Product Quality in Marginal Intra-Industry Trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(2), pages 225-247, July.
    17. 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.
    18. AZHAR, Abdul K.M. & Elliott, Robert J.R. & Liu, Junting, 2008. "On the measurement of product quality in intra-industry trade: An empirical test for China," China Economic Review, Elsevier, vol. 19(2), pages 336-344, June.
    19. Fertő, Imre, 2006. "Vertikálisan és horizontálisan differenciált, ágazaton belüli kereskedelem az Európai Unió tejpiacán [Trade within vertically and horizontally differentiated industries on the milk market of the Eu," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(6), pages 526-539.
    20. 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.
    21. Antonella Bellino & Giuseppe Celi, 2016. "The Role of Migration in the Variety and Quality of Trade: Evidence from Germany," German Economic Review, Verein für Socialpolitik, vol. 17(1), pages 1-25, February.

    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

    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:spr:inecre:v:56:y:2021:i:1:d:10.1007_s41775-021-00107-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.