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Examining the nexus between exporting status and CO2 productivity in Indonesian agri-based manufacturing

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  • Mandasari, Putriesti
  • Luckstead, Jeff

Abstract

Despite growing concerns over the environmental implications of international trade in emerging economies, the relationship between exporting and carbon footprint remains underexplored. Utilizing plant-level data from Indonesia from 2009 to 2015, this study contributes to the firm-level literature examining the environmental consequences of exporting. Relying on a two-step Generalized Method of Moments (GMM) approach, this study adapts a structural approach based on Richter and Schiersch (2017, CO2 Emission Intensity and Exporting: Evidence from Firm-Level Data, European Economic Review). This study finds that exporting is associated with increased CO2 productivity, i.e., sales per unit of CO2 emissions, in agri-based manufacturing. However, it uncovers heterogeneous associations across industries, sizes, locations, and ownership types. The productivity gap between exporters and non-exporters largely explains the export orientation and CO2 productivity nexus. The findings suggest three relevant policy implications: facilitating plants' entry into international markets by improving infrastructure and reducing export barriers; reconsidering incentives that favor smaller plants to prevent growth disincentives; and carefully evaluating advantages offered to foreign-owned plants, such as free trade zones, solely from a CO2 productivity perspective.

Suggested Citation

  • Mandasari, Putriesti & Luckstead, Jeff, 2025. "Examining the nexus between exporting status and CO2 productivity in Indonesian agri-based manufacturing," Energy Economics, Elsevier, vol. 143(C).
  • Handle: RePEc:eee:eneeco:v:143:y:2025:i:c:s0140988325000386
    DOI: 10.1016/j.eneco.2025.108215
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    1. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    2. Dovonon, Prosper & Gonçalves, Sílvia, 2017. "Bootstrapping the GMM overidentification test under first-order underidentification," Journal of Econometrics, Elsevier, vol. 201(1), pages 43-71.
    3. Simeon Djankov & Peter Murrell, 2002. "Enterprise Restructuring in Transition: A Quantitative Survey," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 739-792, September.
    4. 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.
    5. Yiming Zhang & Zuoliang Ye & Kaijun Gan, 2024. "Trade Liberalization and Pollutant Emissions: Micro Evidence from Chinese Manufacturing Firms," Sustainability, MDPI, vol. 16(16), pages 1-21, August.
    6. William Robert Reed, 2015. "On the Practice of Lagging Variables to Avoid Simultaneity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 897-905, December.
    7. Banerjee, Soumendra Nath & Roy, Jayjit & Yasar, Mahmut, 2021. "Exporting and pollution abatement expenditure: Evidence from firm-level data," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    8. 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.
    9. Calì, Massimiliano & Cantore, Nicola & Iacovone, Leonardo & Pereira-López, Mariana & Presidente, Giorgio, 2022. "Too much energy The perverse effect of low fuel prices on firms," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
    10. James R. Tybout, 2000. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 11-44, March.
    11. Li, Lei & Löschel, Andreas & Pei, Jiansuo & Sturm, Bodo & Yu, Anqi, 2020. "Trade liberalization and SO2 emissions: Firm-level evidence from China's WTO entry," CAWM Discussion Papers 119, University of Münster, Münster Center for Economic Policy (MEP).
    12. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    13. Kim, H Youn, 1992. "The Translog Production Function and Variable Returns to Scale," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 546-552, August.
    14. Jiansuo Pei & Bodo Sturm & Anqi Yu, 2021. "Are exporters more environmentally friendly? A re‐appraisal that uses China’s micro‐data," The World Economy, Wiley Blackwell, vol. 44(5), pages 1402-1427, May.
    15. 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.
    16. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LLC, vol. 4(2), pages 113-123, June.
    17. Bolko, Anine E. & Christensen, Kim & Pakkanen, Mikko S. & Veliyev, Bezirgen, 2023. "A GMM approach to estimate the roughness of stochastic volatility," Journal of Econometrics, Elsevier, vol. 235(2), pages 745-778.
    18. Bertille Antoine & Eric Renault, 2017. "On the relevance of weaker instruments," Econometric Reviews, Taylor & Francis Journals, vol. 36(6-9), pages 928-945, October.
    19. 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.
    20. Facundo Albornoz & Matthew A. Cole & Robert J. R. Elliott & Marco G. Ercolani, 2009. "In Search of Environmental Spillovers," The World Economy, Wiley Blackwell, vol. 32(1), pages 136-163, January.
    21. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    22. 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.
    23. Kwon, Ohyun & Zhao, Hao & Zhao, Min Qiang, 2023. "Global firms and emissions: Investigating the dual channels of emissions abatement," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    24. 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.
    25. Roy, Jayjit & Yasar, Mahmut, 2015. "Energy efficiency and exporting: Evidence from firm-level data," Energy Economics, Elsevier, vol. 52(PA), pages 127-135.
    26. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    27. Andersson, Fredrik N.G. & Opper, Sonja & Khalid, Usman, 2018. "Are capitalists green? Firm ownership and provincial CO2 emissions in China," Energy Policy, Elsevier, vol. 123(C), pages 349-359.
    28. Jiao, Zhilun & Sharma, Rajesh & Kautish, Pradeep & Hussain, Hafezali Iqbal, 2021. "Unveiling the asymmetric impact of exports, oil prices, technological innovations, and income inequality on carbon emissions in India," Resources Policy, Elsevier, vol. 74(C).
    29. Florin-Marius PAVELESCU, 2011. "Some aspects of the translog production function estimation," Romanian Journal of Economics, Institute of National Economy, vol. 32(1(41)), pages 131-150, June.
    30. Bosupeng Mpho, 2016. "The Effect of Exports on Carbon Dioxide Emissions: Policy Implications," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 51(1), pages 20-32, September.
    31. Dhawan, Rajeev, 2001. "Firm size and productivity differential: theory and evidence from a panel of US firms," Journal of Economic Behavior & Organization, Elsevier, vol. 44(3), pages 269-293, March.
    32. 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.
    33. He, Ling-Yun & Huang, Geng, 2021. "How can export improve firms’ energy efficiency? The role of innovation investment," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 90-97.
    34. 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.
    35. Sylvanus Kwaku Afesorgbor & Binyam Afewerk Demena, 2022. "Trade Openness and Environmental Emissions: Evidence from a Meta-Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(2), pages 287-321, February.
    36. 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.
    37. Subhash Ray, 1999. "Measuring Scale Efficiency from a Translog Production Function," Journal of Productivity Analysis, Springer, vol. 11(2), pages 183-194, April.
    38. Gumilang, Howard & Mukhopadhyay, Kakali & Thomassin, Paul J., 2011. "Economic and environmental impacts of trade liberalization: The case of Indonesia," Economic Modelling, Elsevier, vol. 28(3), pages 1030-1041, May.
    39. 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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