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Emission intensity and firm dynamics: reallocation, product mix, and technology in India

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  • Geoffrey Barrows
  • Helene Ollivier

Abstract

We study how market conditions shape aggregate CO2 emission intensity from manufacturing. We first develop a multi-product multi-factor model with heterogeneous firms, variable markups, and monopolistic competition in which each product has a specific emission intensity. Competition affects output shares across heterogeneous firms, product-mix across heterogeneous products, and technological choice within firm-product lines. We find that increased competition shifts production to cleaner firms, but has ambiguous effects on withinfirm changes in emission intensity via product-mix and technology adoption. Next, using detailed firm-product emission intensity data from India, we find core-competency products tend to be cleaner than non-core products; but since market conditions have induced Indian firms to shift production away from core-competency, product-mix has increased CO2 emission intensity in India by 49% between 1990-2010. These emission intensity increases are offset by reductions within firm-product lines and by across-firm share shifts, so aggregate emission intensity has actually fallen by 50%.

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  • Geoffrey Barrows & Helene Ollivier, 2016. "Emission intensity and firm dynamics: reallocation, product mix, and technology in India," GRI Working Papers 245, Grantham Research Institute on Climate Change and the Environment.
    • Handle: RePEc:lsg:lsgwps:wp245
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    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Philippe Aghion & Robin Burgess & Stephen J. Redding & Fabrizio Zilibotti, 2008. "The Unequal Effects of Liberalization: Evidence from Dismantling the License Raj in India," American Economic Review, American Economic Association, vol. 98(4), pages 1397-1412, September.
    3. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    4. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    5. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    6. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    7. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
    8. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    9. Esther Duflo & Michael Greenstone & Nicholas Ryan, 2013. "Truth-telling by Third-party Auditors and the Response of Polluting Firms: Experimental Evidence from India," The Quarterly Journal of Economics, Oxford University Press, vol. 128(4), pages 1499-1545.
    10. Allan Collard-Wexler & Jan De Loecker, 2015. "Reallocation and Technology: Evidence from the US Steel Industry," American Economic Review, American Economic Association, vol. 105(1), pages 131-171, January.
    11. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    12. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    13. Udo Kreickemeier & Philipp M. Richter, 2014. "Trade and the Environment: The Role of Firm Heterogeneity," Review of International Economics, Wiley Blackwell, vol. 22(2), pages 209-225, May.
    14. Hunt Allcott & Allan Collard-Wexler & Stephen D. O'Connell, 2016. "How Do Electricity Shortages Affect Industry? Evidence from India," American Economic Review, American Economic Association, vol. 106(3), pages 587-624, March.
    15. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    16. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    17. Carsten Eckel & J. Peter Neary, 2010. "Multi-Product Firms and Flexible Manufacturing in the Global Economy," Review of Economic Studies, Oxford University Press, vol. 77(1), pages 188-217.
    18. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    19. Joshua Wilde & Ishani Tewari, 2014. "Multiproduct Firms, Product Scope and Productivity: Evidence from India�s Product Reservation Policy," Working Papers 0214, University of South Florida, Department of Economics.
    20. Emilio Gutierrez & Kensuke Teshima, 2011. "Import Competition and Environmental Performance: Evidence from Mexican Plant-level and Satellite Imagery Data," Working Papers 1101, Centro de Investigacion Economica, ITAM.
    21. Ulltveit-Moe, Karen Helene & Forslid, Rikard & Okubo, Toshihiro, 2011. "Why are firms that export cleaner? International trade and CO2 emissions," CEPR Discussion Papers 8583, C.E.P.R. Discussion Papers.
    22. J. Scott Holladay, 2016. "Exporters and the environment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(1), pages 147-172, February.
    23. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    24. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
    25. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    26. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    27. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," Review of Economic Studies, Oxford University Press, vol. 83(1), pages 87-117.
    28. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    29. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 489-530.
    30. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    31. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, Oxford University Press, vol. 109(3), pages 755-787.
    32. Arik Levinson, 2009. "Technology, International Trade, and Pollution from US Manufacturing," American Economic Review, American Economic Association, vol. 99(5), pages 2177-2192, December.
    33. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    34. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    35. Krishna, Pravin & Mitra, Devashish, 1998. "Trade liberalization, market discipline and productivity growth: new evidence from India," Journal of Development Economics, Elsevier, vol. 56(2), pages 447-462, August.
    36. Leslie A. Martin & Shanthi Nataraj & Ann E. Harrison, 2017. "In with the Big, Out with the Small: Removing Small-Scale Reservations in India," American Economic Review, American Economic Association, pages 354-386.
    37. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2011. "Multiproduct Firms and Trade Liberalization," The Quarterly Journal of Economics, Oxford University Press, vol. 126(3), pages 1271-1318.
    38. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1727-1767.
    39. Joseph S. Shapiro & Reed Walker, 2015. "Why is Pollution from U.S. Manufacturing Declining" The Roles of Trade, Regulation, Productivity, and Preferences," Cowles Foundation Discussion Papers 1982R, Cowles Foundation for Research in Economics, Yale University, revised Sep 2016.
    40. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    41. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    42. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, Oxford University Press, vol. 125(3), pages 1051-1099.
    43. Leslie A. Martin & Shanthi Nataraj & Ann E. Harrison, 2017. "In with the Big, Out with the Small: Removing Small-Scale Reservations in India," American Economic Review, American Economic Association, vol. 107(2), pages 354-386, February.
    44. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    45. repec:hal:spmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    46. Sivadasan Jagadeesh, 2009. "Barriers to Competition and Productivity: Evidence from India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-66, September.
    47. Cui, Jingbo & Lapan, Harvey E. & Moschini, GianCarlo, 2012. "Are exporters more environmentally friendly than non-exporters? Theory and evidence," ISU General Staff Papers 201210040700001076, Iowa State University, Department of Economics.
    48. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    49. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    50. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    51. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    52. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    53. Kellenberg, Derek K., 2009. "An empirical investigation of the pollution haven effect with strategic environment and trade policy," Journal of International Economics, Elsevier, vol. 78(2), pages 242-255, July.
    54. repec:pri:cepsud:231deloecker is not listed on IDEAS
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    5. Jevan Cherniwchan & Brian R. Copeland & M. Scott Taylor, 2017. "Trade and the Environment: New Methods, Measurements, and Results," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 59-85, September.
    6. Hille, Erik & Shahbaz, Muhammad, 2019. "Sources of emission reductions: Market and policy-stringency effects," Energy Economics, Elsevier, vol. 78(C), pages 29-43.
    7. Lawrence D. LaPlue & Christopher A. Erickson, 2020. "Outsourcing, trade, technology, and greenhouse gas emissions," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(2), pages 217-245, April.
    8. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    9. Can Askan Mavi, 2017. "Creative Destruction vs Destructive Destruction ? : A Schumpeterian Approach for Adaptation and Mitigation," Working Papers halshs-01455297, HAL.
    10. Karishma Banga, 2019. "Digital technologies and 'value' capture in global value chains: Empirical evidence from Indian manufacturing firms," WIDER Working Paper Series wp-2019-43, World Institute for Development Economic Research (UNU-WIDER).
    11. M. Scott Taylor, "undated". "Trade and the Environment: New Methods, Measurements, and Results NBER Working Paper No. 22636," Working Papers 2016-46, Department of Economics, University of Calgary, revised 01 Dec 2016.
    12. Banie Naser Outchiri, 2020. "Contributing to better energy and environmental analyses: how accurate are decomposition analysis results?," Cahiers de recherche 20-11, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    13. Karishma Banga, 2022. "Digital Technologies and Product Upgrading in Global Value Chains: Empirical Evidence from Indian Manufacturing Firms," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 77-102, February.

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