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Imported inputs reduce carbon intensity: Evidence from Indian manufacturing firms

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  • Azim, Rumi
  • Sawhney, Aparna

Abstract

We examine the role of imported inputs in reducing carbon emission-intensity of Indian manufacturing firms during 1993-94 through 2018-19, and discern a differential impact between single-product versus diversified multi-product firms. Beginning with fixed effects panel regression analysis, followed by regression analysis of a propensity-score matched sample to control for endogeneity, we find robust evidence that imported intermediate inputs and imported capital goods significantly reduced firms’ emission intensity. Consistent with the literature, we find that more productive firms and exporting firms have lower emission-intensity. For multi-product firms, environmental benefit of imported capital goods is particularly pronounced compared to single-product firms. Moreover, in-house R&D exhibited significant complementarity with imported capital goods in reducing emission intensity for less-productive multi-product firms. We conclude that imported inputs together with own R&D will enhance firm environmental performance and help India achieve its Nationally Determined Contribution commitment in climate mitigation under the Paris Agreement.

Suggested Citation

  • Azim, Rumi & Sawhney, Aparna, 2025. "Imported inputs reduce carbon intensity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 150(C).
  • Handle: RePEc:eee:ecmode:v:150:y:2025:i:c:s0264999325001294
    DOI: 10.1016/j.econmod.2025.107134
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    1. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2003. "Falling Trade Costs, Heterogeneous Firms, and Industry Dynamics," Working Paper Series WP03-4, Peterson Institute for International Economics.
    2. He, Ling-Yun & Huang, Geng, 2022. "Are China's trade interests overestimated? Evidence from firms’ importing behavior and pollution emissions," China Economic Review, Elsevier, vol. 71(C).
    3. Inma Martínez-Zarzoso & Shampa Roy-Mukherjee & Finn-Ole Semrau & Anca M. Voicu, 2020. "Pollution Reduction by Rationalization in Indian Firms," Working Papers 2020.01, International Network for Economic Research - INFER.
    4. Davide Castellani & Francesco Serti & Chiara Tomasi, 2010. "Firms in International Trade: Importers’ and Exporters’ Heterogeneity in Italian Manufacturing Industry," The World Economy, Wiley Blackwell, vol. 33(3), pages 424-457, March.
    5. Barrows, Geoffrey & Ollivier, Hélène, 2021. "Foreign demand, developing country exports, and CO2 emissions: Firm-level evidence from India," Journal of Development Economics, Elsevier, vol. 149(C).
    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. 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..
    8. Svetlana Batrakova & Ronald Davies, 2012. "Is there an environmental benefit to being an exporter? Evidence from firm-level data," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(3), pages 449-474, September.
    9. Copestake, Alexander & Zhang, Wenzhang, 2023. "Inputs, networks and quality-upgrading: Evidence from China in India," China Economic Review, Elsevier, vol. 77(C).
    10. Santosh K. Sahu & Deepanjali Mehta, 2018. "Determinants Of Energy And Co2 Emission Intensities: A Study Of Manufacturing Firms In India," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(02), pages 389-407, March.
    11. Santosh Kumar Sahu & K. Narayanan, 2015. "Energy Intensity and Technology Sourcing: A Study of Manufacturing Firms in India," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(2), pages 66-74, June.
    12. Imbruno, Michele & Ketterer, Tobias D., 2018. "Energy efficiency gains from importing intermediate inputs: Firm-level evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 135(C), pages 117-141.
    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. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    15. 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.
    16. 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.
    17. 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.
    18. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    19. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    20. Arik Levinson, 2009. "Technology, International Trade, and Pollution from US Manufacturing," American Economic Review, American Economic Association, vol. 99(5), pages 2177-2192, December.
    21. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    22. Naoto JINJI & Hiroaki SAKAMOTO, 2015. "Does Exporting Improve Firms' CO₂ Emissions Intensity and Energy Intensity? Evidence from Japanese manufacturing," Discussion papers 15130, Research Institute of Economy, Trade and Industry (RIETI).
    23. 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.
    24. Huang, Geng & Lin, Xi & He, Ling-Yun, 2025. "Global value chains participation and pollution emissions? Theory and evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 147(C).
    25. Mahua Paul & Ramaa Arun Kumar, 2021. "Import intensity of India’s manufactured exports: an industry level analysis," Indian Economic Review, Springer, vol. 56(1), pages 67-90, June.
    26. Jeffrey A. Frankel & Andrew K. Rose, 2005. "Is Trade Good or Bad for the Environment? Sorting Out the Causality," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 85-91, February.
    27. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    28. repec:spo:wpmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    29. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    30. Pethig, Rudiger, 1976. "Pollution, welfare, and environmental policy in the theory of Comparative Advantage," Journal of Environmental Economics and Management, Elsevier, vol. 2(3), pages 160-169, February.
    31. 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, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    32. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    33. Bishwanath Goldar, 2013. "Determinants of Import Intensity of India’s Manufactured Exports Under the New Policy Regime," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 48(1), pages 221-237.
    34. Gutiérrez, Emilio & Teshima, Kensuke, 2018. "Abatement expenditures, technology choice, and environmental performance: Evidence from firm responses to import competition in Mexico," Journal of Development Economics, Elsevier, vol. 133(C), pages 264-274.
    35. repec:hal:spmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    36. Barrows, Geoffrey & Ollivier, Hélène, 2018. "Cleaner firms or cleaner products? How product mix shapes emission intensity from manufacturing," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 134-158.
    37. Jingbo Cui & Hang Qian, 2017. "The effects of exports on facility environmental performance: Evidence from a matching approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(7), pages 759-776, October.
    38. 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.
    39. Akerman, Anders & Forslid, Rikard & Prane, Ossian, 2024. "Imports and the CO2 emissions of firms," Journal of International Economics, Elsevier, vol. 152(C).
    40. 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.
    41. Dardati, Evangelina & Saygili, Meryem, 2021. "Are exporters cleaner? Another look at the trade-environment nexus," Energy Economics, Elsevier, vol. 95(C).
    42. 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.
    43. 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.
    44. Xie, Jie & Tian, Jiayu & Hu, Yong & Wang, Quan & Dai, Zhaoqiong, 2025. "Imported intermediate goods, intellectual property protection, and innovation in Chinese manufacturing firms," Economic Modelling, Elsevier, vol. 144(C).
    45. 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..
    46. Jingbo Cui & Harvey Lapan & GianCarlo Moschini, 2016. "Productivity, Export, and Environmental Performance: Air Pollutants in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 447-467.
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    Keywords

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    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F18 - International Economics - - Trade - - - Trade and Environment
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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