IDEAS home Printed from https://ideas.repec.org/p/fip/feddgw/88637.html
   My bibliography  Save this paper

Exporting and Pollution Abatement Expenditure: Evidence from Firm-Level Data

Author

Listed:
  • Soumendra N. Banerjee
  • Jayjit Roy
  • Mahmut Yasar

Abstract

The relevance of analyzing whether exporting firms engage in greater pollution abatement cannot be overemphasized. For instance, the question relates to the possibility of export promotion policies being environmentally beneficial. In fact, the issue is especially relevant for developing countries typically characterized by ineffective environmental regulation. However, despite the significance of the topic, the extant literature examining the environmental consequences of firm-level trade is skewed toward developed countries. Moreover, the existing contributions rarely attend to concerns over non-random selection into exporting. Accordingly, we employ cross-sectional data across Indonesian firms as well as a number of novel identification strategies to assess the causal effect of exporting on abatement behavior. Two of the approaches are proposed by Millimet and Tchernis (2013), and entail either minimizing or correcting for endogeneity bias. The remaining methods, attributable to Lewbel (2012) and Klein and Vella (2009), rely on higher moments of the data to obtain exclusion restrictions. While we largely find exporting to encourage pollution abatement, the estimated impacts are more pronounced after accounting for selection into exporting.

Suggested Citation

  • Soumendra N. Banerjee & Jayjit Roy & Mahmut Yasar, 2020. "Exporting and Pollution Abatement Expenditure: Evidence from Firm-Level Data," Globalization Institute Working Papers 393, Federal Reserve Bank of Dallas.
  • Handle: RePEc:fip:feddgw:88637
    DOI: 10.24149/gwp393
    as

    Download full text from publisher

    File URL: https://www.dallasfed.org/~/media/documents/institute/wpapers/2020/0393.pdf
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.24149/gwp393?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Garcã A, Jorge H. & Sterner, Thomas & Afsah, Shakeb, 2007. "Public disclosure of industrial pollution: the PROPER approach for Indonesia?," Environment and Development Economics, Cambridge University Press, vol. 12(6), pages 739-756, December.
    2. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    3. Greg Distelhorst & Richard M. Locke, 2018. "Does Compliance Pay? Social Standards and Firm‐Level Trade," American Journal of Political Science, John Wiley & Sons, vol. 62(3), pages 695-711, July.
    4. Dana C. Andersen, 2016. "Credit Constraints, Technology Upgrading, and the Environment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 283-319.
    5. 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.
    6. Daniel L. Millimet & Jayjit Roy, 2016. "Empirical Tests of the Pollution Haven Hypothesis When Environmental Regulation is Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 652-677, June.
    7. Yuping Deng & Yanrui Wu & Helian Xu, 2020. "Political Connections and Firm Pollution Behaviour: An Empirical Study," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 867-898, April.
    8. Nicholas Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "Modern Management: Good for the Environment or Just Hot Air?," Economic Journal, Royal Economic Society, vol. 120(544), pages 551-572, May.
    9. Lewbel, Arthur, 2018. "Identification and estimation using heteroscedasticity without instruments: The binary endogenous regressor case," Economics Letters, Elsevier, vol. 165(C), pages 10-12.
    10. Brucal, Arlan & Javorcik, Beata & Love, Inessa, 2019. "Good for the environment, good for business: Foreign acquisitions and energy intensity," Journal of International Economics, Elsevier, vol. 121(C).
    11. Millimet, Daniel L. & Tchernis, Rusty, 2009. "On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 397-415.
    12. Ian McCarthy & Daniel Millimet & Rusty Tchernis, 2014. "The bmte command: Methods for the estimation of treatment effects when exclusion restrictions are unavailable," Stata Journal, StataCorp LP, vol. 14(3), pages 670-683, September.
    13. 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.
    14. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    15. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    16. Kaiser, Kai & Schulze, Günther G., 2003. "International Competition and Environmental Expenditures: Empirical Evidence from Indonesian Manufacturing Plants," HWWA Discussion Papers 222, Hamburg Institute of International Economics (HWWA).
    17. Jingbo Cui & On Kit Tam & Bei Wang & Yan Zhang, 2020. "The environmental effect of trade liberalization: Evidence from China's manufacturing firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3357-3383, December.
    18. Chintrakarn, Pandej & Millimet, Daniel L., 2006. "The environmental consequences of trade: Evidence from subnational trade flows," Journal of Environmental Economics and Management, Elsevier, vol. 52(1), pages 430-453, July.
    19. 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.
    20. Cole, Matthew A. & Elliott, Robert J.R. & Okubo, Toshihiro & Zhou, Ying, 2013. "The carbon dioxide emissions of firms: A spatial analysis," Journal of Environmental Economics and Management, Elsevier, vol. 65(2), pages 290-309.
    21. Shun-Pin Chuang & Sun-Jen Huang, 2018. "The Effect of Environmental Corporate Social Responsibility on Environmental Performance and Business Competitiveness: The Mediation of Green Information Technology Capital," Journal of Business Ethics, Springer, vol. 150(4), pages 991-1009, July.
    22. 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.
    23. McAusland, Carol & Millimet, Daniel L., 2013. "Do national borders matter? Intranational trade, international trade, and the environment," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 411-437.
    24. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    25. Philippe Aghion & Roland Bénabou & Ralf Martin & Alexandra Roulet, 2023. "Environmental Preferences and Technological Choices: Is Market Competition Clean or Dirty?," American Economic Review: Insights, American Economic Association, vol. 5(1), pages 1-20, March.
    26. David Aristei & Chiara Franco, 2014. "The role of credit constraints on firms’ exporting and importing activities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(6), pages 1493-1522.
    27. 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.
    28. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2018. "Global Firms," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 565-619, June.
    29. Roger Klein & Francis Vella, 2009. "A semiparametric model for binary response and continuous outcomes under index heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 735-762.
    30. 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.
    31. Ling-Yun He & Xi Lin & Qiren Liu, 2020. "How Did Free Trade Reshape the Transitional China? Evidence from Heterogeneous Exporters and Firm-Level Pollution Emissions," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(8), pages 1651-1676, June.
    32. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    33. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    34. 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.
    35. Dechezleprêtre, Antoine & Kozluk, Tomasz & Kruse, Tobias & Nachtigall, Daniel & de Serres, Alain, 2019. "Do Environmental and Economic Performance Go Together? A Review of Micro-level Empirical Evidence from the Past Decade or So," International Review of Environmental and Resource Economics, now publishers, vol. 13(1-2), pages 1-118, April.
    36. 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.
    37. 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.
    38. Roy, Jayjit & Yasar, Mahmut, 2015. "Energy efficiency and exporting: Evidence from firm-level data," Energy Economics, Elsevier, vol. 52(PA), pages 127-135.
    39. Sourafel Girma & Aoife Hanley, 2015. "How Green are Exporters?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(3), pages 291-309, July.
    40. Tetsuya Tsurumi & Shunsuke Managi, 2014. "The effect of trade openness on deforestation: empirical analysis for 142 countries," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 16(4), pages 305-324, October.
    41. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    42. Claire Brunel, 2017. "Pollution Offshoring and Emission Reductions in EU and US Manufacturing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 621-641, November.
    43. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    44. Fauceglia, Dario, 2015. "Credit constraints, firm exports and financial development: Evidence from developing countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 53-66.
    45. Yasar, Mahmut, 2013. "Political Influence of Exporting and Import-Competing Firms: Evidence from Eastern European and Central Asian Countries," World Development, Elsevier, vol. 51(C), pages 154-168.
    46. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    47. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2006. "Globalization, firm-level characteristics and environmental management: A study of Japan," Ecological Economics, Elsevier, vol. 59(3), pages 312-323, September.
    48. 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.
    49. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    50. Martin-Tapia, Inmaculada & Aragon-Correa, Juan Alberto & Senise-Barrio, Maria Eugenia, 2008. "Being green and export intensity of SMEs: The moderating influence of perceived uncertainty," Ecological Economics, Elsevier, vol. 68(1-2), pages 56-67, December.
    51. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    52. Wolfgang Keller & Arik Levinson, 2002. "Pollution Abatement Costs and Foreign Direct Investment Inflows to U.S. States," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 691-703, November.
    53. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    54. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    55. Cole, Matthew A. & Elliott, Robert J. R., 2003. "Determining the trade-environment composition effect: the role of capital, labor and environmental regulations," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 363-383, November.
    56. Rodrigue, Joel & Soumonni, Omolola, 2014. "Deforestation, foreign demand and export dynamics in Indonesia," Journal of International Economics, Elsevier, vol. 93(2), pages 316-338.
    57. 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.
    58. Roy, Jayjit, 2017. "On the environmental consequences of intra-industry trade," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 50-67.
    59. Markus Kitzmueller & Jay Shimshack, 2012. "Economic Perspectives on Corporate Social Responsibility," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 51-84, March.
    60. Nick Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "In brief: Modern Management: Good for the environment or just hot air?," CentrePiece - The magazine for economic performance 303, Centre for Economic Performance, LSE.
    61. 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.
    62. Thomas P. Lyon & John W. Maxwell, 2008. "Corporate Social Responsibility and the Environment: A Theoretical Perspective," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(2), pages 240-260, Summer.
    63. Petra Christmann & Glen Taylor, 2001. "Globalization and the Environment: Determinants of Firm Self-Regulation in China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 439-458, September.
    64. Dardati, Evangelina & Saygili, Meryem, 2012. "Multinationals and environmental regulation: are foreign firms harmful?," Environment and Development Economics, Cambridge University Press, vol. 17(2), pages 163-186, April.
    65. Matthew Cole & Robert Elliott & Toshihiro Okubo, 2014. "International environmental outsourcing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(4), pages 639-664, November.
    66. Seroa da Motta, Ronaldo, 2006. "Analyzing the environmental performance of the Brazilian industrial sector," Ecological Economics, Elsevier, vol. 57(2), pages 269-281, May.
    67. Kellenberg, Derek K., 2008. "A reexamination of the role of income for the trade and environment debate," Ecological Economics, Elsevier, vol. 68(1-2), pages 106-115, December.
    68. 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.
    69. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    70. Pang, Yu, 2018. "Profitable pollution abatement? A worker productivity perspective," Resource and Energy Economics, Elsevier, vol. 52(C), pages 33-49.
    71. George J. Borjas, 1980. "The Relationship between Wages and Weekly Hours of Work: The Role of Division Bias," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 409-423.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Ming & Zhao, Yingxue, 2023. "Does environmental regulation spur innovation? Quasi-natural experiment in China," World Development, Elsevier, vol. 168(C).
    2. Yang, Zhihao & Hong, Junjie, 2021. "Trade policy uncertainty and energy intensity: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 103(C).
    3. Xi Lin & Ling-Yun He, 2023. "The More the Merrier? Evidence from Firm-Level Exports and Environmental Performance in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 125-172, January.
    4. Chen, Guo & Liu, Yishuang & Gao, Qizheng & Zhang, Jianqing, 2023. "Does regional services development enhance manufacturing firm productivity? A manufacturing servitization perspective," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 451-466.
    5. Dongmin Kong & Jia Liu & Yanan Wang & Ling Zhu, 2024. "Employee Stock Ownership Plans and Corporate Environmental Engagement," Journal of Business Ethics, Springer, vol. 189(1), pages 177-199, January.
    6. Yang, Zhihao & Hong, Junjie & Wang, Xuan, 2022. "Environmental spillovers in international joint ventures: Evidence from Chinese industrial firms," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    7. Yuping Deng & Yanrui Wu & Helian Xu, 2022. "Emission Reduction and Value-added Export Nexus at Firm Level," Economics Discussion / Working Papers 22-19, The University of Western Australia, Department of Economics.
    8. Lu, Yunguo & Zhang, Lin, 2022. "National mitigation policy and the competitiveness of Chinese firms," Energy Economics, Elsevier, vol. 109(C).
    9. Mandasari, Putriesti & Luckstead, Jeff, 2023. "Examining the nexus between exporting status and CO2 productivity in Indonesian agro-based manufacturing," 2023 Annual Meeting, July 23-25, Washington D.C. 336003, Agricultural and Applied Economics Association.
    10. Yuping Deng & Yanrui Wu & Helian Xu, 2023. "Emission reduction and value‐added export nexus at firm level," The World Economy, Wiley Blackwell, vol. 46(6), pages 1670-1710, June.
    11. Abdoul G. Sam & Danbee Song, 2022. "Corporate environmentalism and international trade: Evidence from industry‐level data," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1440-1455, September.

    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. Roy, Jayjit & Yasar, Mahmut, 2015. "Energy efficiency and exporting: Evidence from firm-level data," Energy Economics, Elsevier, vol. 52(PA), pages 127-135.
    2. 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.
    3. Xi Lin & Ling-Yun He, 2023. "The More the Merrier? Evidence from Firm-Level Exports and Environmental Performance in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 125-172, January.
    4. Xi Lin & Ling‐Yun He, 2023. "‘Going global’ and pollution in home country: Evidence from Chinese industrial firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1135-1174, October.
    5. Jevan M. Cherniwchan & M. Scott Taylor, 2022. "International Trade and the Environment: Three Remaining Empirical Challenges," NBER Working Papers 30020, National Bureau of Economic Research, Inc.
    6. Roy, Jayjit, 2017. "On the environmental consequences of intra-industry trade," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 50-67.
    7. Damien Dussaux & Francesco Vona & Antoine Dechezleprêtre, 2023. "Imported carbon emissions: Evidence from French manufacturing companies," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(2), pages 593-621, May.
    8. 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).
    9. repec:hal:spmain:info:hdl:2441/7j6trda2ip9uja53ghj5qo32rg is not listed on IDEAS
    10. Yang, Zhihao & Hong, Junjie, 2021. "Trade policy uncertainty and energy intensity: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 103(C).
    11. Cole, Matthew A. & Elliott, Robert J.R. & Okubo, Toshihiro & Zhang, Liyun, 2021. "Importing, outsourcing and pollution offshoring," Energy Economics, Elsevier, vol. 103(C).
    12. Damien Dussaux & Francesco Vona & Antoine Dechezleprêtre, 2020. "Carbon Offshoring: Evidence from French Manufacturing Companies," SciencePo Working papers Main hal-03403069, HAL.
    13. Jingbo Cui & On Kit Tam & Bei Wang & Yan Zhang, 2020. "The environmental effect of trade liberalization: Evidence from China's manufacturing firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3357-3383, December.
    14. He, Ling-Yun & Huang, Geng, 2023. "Can importing improve the energy efficiency? Theory and evidence from Chinese industrial firms," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 451-469.
    15. LaPlue, Lawrence D., 2019. "The environmental effects of trade within and across sectors," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 118-139.
    16. Dardati, Evangelina & Saygili, Meryem, 2021. "Are exporters cleaner? Another look at the trade-environment nexus," Energy Economics, Elsevier, vol. 95(C).
    17. 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.
    18. Liu, Xueyue & Liu, Yu & Zhao, Ruili, 2023. "Import competition and energy efficiency: Firms' responses to the WTO accession in China," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 670-690.
    19. Ling-Yun He & Liang Wang, 2019. "Import Liberalization of Intermediates and Environment: Empirical Evidence from Chinese Manufacturing," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    20. 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).
    21. 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.

    More about this item

    Keywords

    Treatment Effect; Pollution Abatement; Instrumental Variables; Environment; Exporting;
    All these keywords.

    JEL classification:

    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:fip:feddgw:88637. 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: Amy Chapman (email available below). General contact details of provider: https://edirc.repec.org/data/frbdaus.html .

    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.