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Importing, outsourcing and pollution offshoring

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  • Cole, Matthew A.
  • Elliott, Robert J.R.
  • Okubo, Toshihiro
  • Zhang, Liyun

Abstract

Focusing on Japan over the period 1988–2013, this paper provides the first test of the extent to which pollution offshoring has occurred for this major industrial economy. In so doing, we identify whether the composition of domestic production, imports, overall trade patterns and overseas outsourcing has become more or less pollution intensive. We then focus on the role played by overseas outsourcing in pollution offshoring. Utilising a unique dataset of approximately 4000 Japanese firms for the period 2009–13, we use propensity score matching and difference-in-differences to examine how a firm's CO2 emissions intensity is affected by its decision to outsource some of its production overseas. Our results indicate that the composition of Japanese imports appear to have become dirtier and the carbon embodied within Japanese imports is larger and has grown more rapidly than the carbon embodied within exports. We also find that relative to a control group, the growth rate of pollution intensity of firms that begin overseas outsourcing is 7.3 percentage points lower in the year that they start overseas outsourcing and 7.7 percentage points lower in the following year, suggesting that outsourcing is one route through which pollution offshoring is occurring. New importers also experience slower emissions growth but the reduction is less than for new outsourcers.

Suggested Citation

  • Cole, Matthew A. & Elliott, Robert J.R. & Okubo, Toshihiro & Zhang, Liyun, 2021. "Importing, outsourcing and pollution offshoring," Energy Economics, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:eneeco:v:103:y:2021:i:c:s0140988321004345
    DOI: 10.1016/j.eneco.2021.105562
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    as
    1. Candau, Fabien & Dienesch, Elisa, 2017. "Pollution Haven and Corruption Paradise," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 171-192.
    2. Tomiura, Eiichi, 2005. "Foreign outsourcing and firm-level characteristics: Evidence from Japanese manufacturers," Journal of the Japanese and International Economies, Elsevier, vol. 19(2), pages 255-271, June.
    3. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    4. Holger Görg & Aoife Hanley & Eric Strobl, 2008. "Productivity effects of international outsourcing: evidence from plant‐level data," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(2), pages 670-688, May.
    5. John A. List & Daniel L. Millimet & Per G. Fredriksson & W. Warren McHone, 2003. "Effects of Environmental Regulations on Manufacturing Plant Births: Evidence from a Propensity Score Matching Estimator," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 944-952, November.
    6. Arik Levinson, 2010. "Offshoring Pollution: Is the United States Increasingly Importing Polluting Goods?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 63-83, Winter.
    7. Meng Yan & Zhen An, 2017. "Foreign Direct Investment and Environmental Pollution: New Evidence from China," Econometrics Letters, Bilimsel Mektuplar Organizasyonu (Scientific letters), vol. 4(1), pages 1-17.
    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. Marco Capasso & Lucia Cusmano & Andrea Morrison, 2013. "The Determinants of Outsourcing and Offshoring Strategies in Industrial Districts: Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 47(4), pages 465-479, April.
    10. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    11. Sato, Misato & Dechezleprêtre, Antoine, 2015. "Asymmetric industrial energy prices and international trade," Energy Economics, Elsevier, vol. 52(S1), pages 130-141.
    12. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    13. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
    14. 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.
    15. Robert J. R. Elliott & Liza Jabbour & Liyun Zhang, 2016. "Firm productivity and importing: Evidence from Chinese manufacturing firms," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 1086-1124, August.
    16. 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.
    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. Arik Levinson, 2009. "Technology, International Trade, and Pollution from US Manufacturing," American Economic Review, American Economic Association, vol. 99(5), pages 2177-2192, December.
    19. Meredith Fowlie & Stephen P. Holland & Erin T. Mansur, 2012. "What Do Emissions Markets Deliver and to Whom? Evidence from Southern California's NOx Trading Program," American Economic Review, American Economic Association, vol. 102(2), pages 965-993, April.
    20. 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.
    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.
    22. Josh Ederington & Arik Levinson & Jenny Minier, 2005. "Footloose and Pollution-Free," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 92-99, February.
    23. Sourafel Girma & Aoife Hanley, 2015. "How Green are Exporters?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(3), pages 291-309, July.
    24. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    25. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    26. 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.
    27. Xiaoyang Li & Yue M. Zhou, 2017. "Offshoring Pollution while Offshoring Production?," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2310-2329, November.
    28. Aurélien Saussay & Misato Sato, 2018. "The Impacts of Energy Prices on Industrial Foreign Investment Location: Evidence from Global Firm Level Data," Working Papers hal-03475473, HAL.
    29. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    30. Spyros Arvanitis & Euripidis N. Loukis, 2013. "Outsourcing and firm performance--a comparative study of Swiss and Greek firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(3), pages 771-806, June.
    31. Kristiina Huttunen, 2007. "The Effect of Foreign Acquisition on Employment and Wages: Evidence from Finnish Establishments," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 497-509, August.
    32. Mol, Michael J., 2005. "Does being R&D intensive still discourage outsourcing?: Evidence from Dutch manufacturing," Research Policy, Elsevier, vol. 34(4), pages 571-582, May.
    33. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    34. Rezza, Alief A., 2015. "A meta-analysis of FDI and environmental regulations," Environment and Development Economics, Cambridge University Press, vol. 20(2), pages 185-208, April.
    35. Kasahara, Hiroyuki & Lapham, Beverly, 2013. "Productivity and the decision to import and export: Theory and evidence," Journal of International Economics, Elsevier, vol. 89(2), pages 297-316.
    36. Cole, Matthew A., 2004. "US environmental load displacement: examining consumption, regulations and the role of NAFTA," Ecological Economics, Elsevier, vol. 48(4), pages 439-450, April.
    37. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    38. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    39. 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.
    40. Lucia Cusmano & Maria Luisa Mancusi & Andrea Morrison, 2010. "Globalization of Production and Innovation: How Outsourcing is Reshaping an Advanced Manufacturing Area," Regional Studies, Taylor & Francis Journals, vol. 44(3), pages 235-252.
    41. 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.
    42. 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.
    43. Muradian, Roldan & O'Connor, Martin & Martinez-Alier, Joan, 2002. "Embodied pollution in trade: estimating the 'environmental load displacement' of industrialised countries," Ecological Economics, Elsevier, vol. 41(1), pages 51-67, April.
    44. Xiangping Liu & Lori Lynch, 2011. "Do Agricultural Land Preservation Programs Reduce Farmland Loss? Evidence from a Propensity Score Matching Estimator," Land Economics, University of Wisconsin Press, vol. 87(2), pages 183-201.
    45. 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.
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    More about this item

    Keywords

    Pollution offshoring; Outsourcing; Propensity score matching; Difference-in-differences;
    All these keywords.

    JEL classification:

    • F18 - International Economics - - Trade - - - Trade and Environment
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • 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
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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