IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp5911.html
   My bibliography  Save this paper

Three New Empirical Tests of the Pollution Haven Hypothesis When Environmental Regulation is Endogenous

Author

Listed:
  • Millimet, Daniel L.

    (Southern Methodist University)

  • Roy, Jayjit

    (Appalachian State University)

Abstract

The validity of existing empirical tests of the Pollution Haven Hypothesis (PHH) is constantly under scrutiny due to two shortcomings. First, the issues of unobserved heterogeneity and measurement error in environmental regulation are typically ignored due to the lack of a credible, traditional instrumental variable. Second, while the recent literature has emphasized the importance of geographic spillovers in determining the location choice of foreign investment, such spatial effects have yet to be adequately incorporated into empirical tests of the PHH. As a result, the impact of environmental regulations on trade patterns and the location decisions of multinational enterprises remains unclear. In this paper, we circumvent the lack of a traditional instrument within a model incorporating geographic spillovers utilizing three novel identification strategies. Using state-level panel data on inbound U.S. FDI, relative abatement costs, and other determinants of FDI, we consistently find (i) evidence of environmental regulation being endogenous, (ii) a negative impact of own environmental regulation on inbound FDI in pollution-intensive sectors, particularly when measured by employment, and (iii) larger effects of environmental regulation once endogeneity is addressed. Neighboring environmental regulation is not found to be an important determinant of FDI.

Suggested Citation

  • Millimet, Daniel L. & Roy, Jayjit, 2011. "Three New Empirical Tests of the Pollution Haven Hypothesis When Environmental Regulation is Endogenous," IZA Discussion Papers 5911, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp5911
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp5911.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Abay Mulatu & Reyer Gerlagh & Dan Rigby & Ada Wossink, 2010. "Environmental Regulation and Industry Location in Europe," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(4), pages 459-479, April.
    2. Arik Levinson, 2001. "An Industry-Adjusted Index of State Environmental Compliance Costs," NBER Chapters, in: Behavioral and Distributional Effects of Environmental Policy, pages 131-158, National Bureau of Economic Research, Inc.
    3. Daniel J. Henderson & Daniel L. Millimet, 2007. "Pollution Abatement Costs and Foreign Direct Investment Inflows to U.S. States: A Nonparametric Reassessment," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 178-183, February.
    4. Judith M. Dean & Mary E. Lovely & Hua Wang, 2017. "Are foreign investors attracted to weak environmental regulations? Evaluating the evidence from China," World Scientific Book Chapters, in: Mary E Lovely (ed.), International Economic Integration and Domestic Performance, chapter 9, pages 155-167, World Scientific Publishing Co. Pte. Ltd..
    5. Levinson, Arik, 1997. "A Note on Environmental Federalism: Interpreting Some Contradictory Results," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 359-366, July.
    6. 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.
    7. Wilson, John Douglas, 1999. "Theories of Tax Competition," National Tax Journal, National Tax Association;National Tax Journal, vol. 52(2), pages 269-304, June.
    8. Levinson, Arik, 2003. "Environmental Regulatory Competition: A Status Report and Some New Evidence," National Tax Journal, National Tax Association;National Tax Journal, vol. 56(1), pages 91-106, March.
    9. Paavo Eliste & Per G. Fredriksson, 2004. "Does Trade Liberalization Cause a Race-to-the-Bottom in Environmental Policies? A Spatial Econometric Analysis," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 18, pages 383-396, Springer.
    10. Yuquing Xing & Charles Kolstad, 2002. "Do Lax Environmental Regulations Attract Foreign Investment?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(1), pages 1-22, January.
    11. Jerneja Jug & Daniel Mirza, 2005. "Environmental Regulations in Gravity Equations: Evidence from Europe," The World Economy, Wiley Blackwell, vol. 28(11), pages 1591-1615, November.
    12. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2008. "Estimating regional trade agreement effects on FDI in an interdependent world," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 194-208, July.
    13. Lídia Farré & Roger Klein & Francis Vella, 2013. "A parametric control function approach to estimating the returns to schooling in the absence of exclusion restrictions: an application to the NLSY," Empirical Economics, Springer, vol. 44(1), pages 111-133, February.
    14. Grossman, Gene M. & Helpman, Elhanan & Szeidl, Adam, 2006. "Optimal integration strategies for the multinational firm," Journal of International Economics, Elsevier, vol. 70(1), pages 216-238, September.
    15. Carlo Carraro & Gilbert E. Metcalf, 2001. "Introduction to "Behavioral and Distributional Effects of Environmental Policy"," NBER Chapters, in: Behavioral and Distributional Effects of Environmental Policy, pages 1-12, National Bureau of Economic Research, Inc.
    16. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    17. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2007. "Estimating models of complex FDI: Are there third-country effects?," Journal of Econometrics, Elsevier, vol. 140(1), pages 260-281, September.
    18. repec:pri:wwseco:dp225 is not listed on IDEAS
    19. Josep‐Maria Arauzo‐Carod & Daniel Liviano‐Solis & Miguel Manjón‐Antolín, 2010. "Empirical Studies In Industrial Location: An Assessment Of Their Methods And Results," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 685-711, August.
    20. Matthew A. Cole & Robert J. R. Elliott, 2005. "FDI and the Capital Intensity of “Dirty” Sectors: A Missing Piece of the Pollution Haven Puzzle," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 530-548, November.
    21. 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.
    22. Ederington Josh & Levinson Arik & Minier Jenny, 2004. "Trade Liberalization and Pollution Havens," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(2), pages 1-24, November.
    23. Bruce A. Blonigen & Ronald B. Davies & Glen R. Waddell & Helen T. Naughton, 2019. "FDI in Space: Spatial Autoregressive Relationships in Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 2, pages 55-88, World Scientific Publishing Co. Pte. Ltd..
    24. List, John A. & McHone, W. Warren & Millimet, Daniel L., 2004. "Effects of environmental regulation on foreign and domestic plant births: is there a home field advantage?," Journal of Urban Economics, Elsevier, vol. 56(2), pages 303-326, September.
    25. Josh Ederington & Jenny Minier, 2003. "Is environmental policy a secondary trade barrier? An empirical analysis," Canadian Journal of Economics, Canadian Economics Association, vol. 36(1), pages 137-154, February.
    26. 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.
    27. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    28. Karolina Ekholm & Rikard Forslid & James R. Markusen, 2021. "Export-Platform Foreign Direct Investment," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 6, pages 111-130, World Scientific Publishing Co. Pte. Ltd..
    29. M A Cole & R J R Elliott, 2003. "Do Environmental Regulations Influence Trade Patterns? Testing New and Old Trade Theories," Economics Discussion Paper Series 0310, Economics, The University of Manchester.
    30. 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.
    31. Fredriksson, Per G. & Millimet, Daniel L., 2002. "Strategic Interaction and the Determination of Environmental Policy across U.S. States," Journal of Urban Economics, Elsevier, vol. 51(1), pages 101-122, January.
    32. Shadbegian, Ronald & Wolverton, Ann, 2010. "Location Decisions of U.S. Polluting Plants: Theory, Empirical Evidence, and Consequences," International Review of Environmental and Resource Economics, now publishers, vol. 4(1), pages 1-49, June.
    33. Peter Ebbes & Michel Wedel & Ulf Böckenholt, 2009. "Frugal IV alternatives to identify the parameter for an endogenous regressor," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(3), pages 446-468, April.
    34. 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.
    35. Vernon Henderson, 1997. "The Impact of Air Quality Regulation on Industrial Location," Annals of Economics and Statistics, GENES, issue 45, pages 123-137.
    36. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
    37. 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.
    38. 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.
    39. Matthew A. Cole & Robert J. R. Elliott & Per G. Fredriksson, 2006. "Endogenous Pollution Havens: Does FDI Influence Environmental Regulations?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 108(1), pages 157-178, March.
    40. V.N. Balasubramanyam, 2008. "Foreign Direct Investment," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 39, Edward Elgar Publishing.
    41. Yeaple, Stephen Ross, 2003. "The complex integration strategies of multinationals and cross country dependencies in the structure of foreign direct investment," Journal of International Economics, Elsevier, vol. 60(2), pages 293-314, August.
    42. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    43. Alfonso Flores-Lagunes, 2007. "Finite sample evidence of IV estimators under weak instruments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 677-694.
    44. Daniel Millimet & John List, 2004. "The Case of the Missing Pollution Haven Hypothesis," Journal of Regulatory Economics, Springer, vol. 26(3), pages 239-262, August.
    45. Bruce A. Blonigen & Ronald B. Davies & Helen T. Naughton & Glen R. Waddell, 2005. "Spacey Parents: Spatial Autoregressive Patterns in Inbound FDI," NBER Working Papers 11466, National Bureau of Economic Research, Inc.
    46. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Why the grass is not always greener: the competing effects of environmental regulations and factor intensities on US specialization," Ecological Economics, Elsevier, vol. 54(1), pages 95-109, July.
    47. Cole, Matthew A. & Fredriksson, Per G., 2009. "Institutionalized pollution havens," Ecological Economics, Elsevier, vol. 68(4), pages 1239-1256, February.
    48. Randy A. Becker, 2011. "On Spatial Heterogeneity in Environmental Compliance Costs," Land Economics, University of Wisconsin Press, vol. 87(1), pages 28-44.
    49. Steven Brakman & Harry Garretsen (ed.), 2008. "Foreign Direct Investment and the Multinational Enterprise," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262026457, April.
    50. repec:adr:anecst:y:1997:i:45:p:04 is not listed on IDEAS
    51. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    52. Roger Klein & Francis Vella, 2009. "Estimating the Return to Endogenous Schooling Decisions via Conditional Second Moments," Journal of Human Resources, University of Wisconsin Press, vol. 44(4).
    53. Pitt, Mark M & Rosenzweig, Mark R, 1990. "Estimating the Intrahousehold Incidence of Illness: Child Health and Gender-Inequality in the Allocation of Time," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 31(4), pages 969-980, November.
    54. Matthew A. Cole & Robert J. R. Elliott, 2003. "Do Environmental Regulations Influence Trade Patterns? Testing Old and New Trade Theories," The World Economy, Wiley Blackwell, vol. 26(8), pages 1163-1186, August.
    55. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    56. Wilson, John Douglas, 1999. "Theories of Tax Competition," National Tax Journal, National Tax Association, vol. 52(n. 2), pages 269-304, June.
    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. Lu, Yi & Wu, Mingqin & Yu, Linhui, 2012. "Is There a Pollution Haven Effect? Evidence from a Natural Experiment in China," MPRA Paper 38787, University Library of Munich, Germany.
    2. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    3. Abay Mulatu & Ada Wossink, 2014. "Environmental Regulation and Location of Industrialized Agricultural Production in Europe," Land Economics, University of Wisconsin Press, vol. 90(3), pages 509-537.
    4. Sunghoon Chung, 2012. "Environmental Regulation and the Pattern of Outward FDI: An Empirical Assessment of the Pollution Haven Hypothesis," Departmental Working Papers 1203, Southern Methodist University, Department of Economics.
    5. Faria, João Ricardo & Wang, Le & Wu, Zhongmin, 2012. "Debts on debts," The North American Journal of Economics and Finance, Elsevier, vol. 23(2), pages 203-219.
    6. Chen, Yuanyuan & Wang, Le & Zhang, Min, 2017. "Informal Search, Bad Search? The Effects of Job Search Method on Wages among Rural Migrants in Urban China," IZA Discussion Papers 11058, Institute of Labor Economics (IZA).
    7. Jean-Louis Combes & Pascale Combes Motel & Somlanaré Romuald Kinda, 2014. "Do Environmental Policies Hurt Trade Performance?," CERDI Working papers halshs-00939249, HAL.
    8. Millimet, Daniel L., 2013. "Environmental Federalism: A Survey of the Empirical Literature," IZA Discussion Papers 7831, Institute of Labor Economics (IZA).
    9. Hille, Erik & Althammer, Wilhelm, 2015. "Measuring climate policy stringency: A shadow price approach using energy prices," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112804, Verein für Socialpolitik / German Economic Association.
    10. Roy, Jayjit & Yasar, Mahmut, 2015. "Energy efficiency and exporting: Evidence from firm-level data," Energy Economics, Elsevier, vol. 52(PA), pages 127-135.
    11. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    12. Yuanyuan Chen & Le Wang & Min Zhang, 2018. "Informal search, bad search?: the effects of job search method on wages among rural migrants in urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(3), pages 837-876, July.
    13. Ida Ferrara & Paul Missios & Halis Murat Yildiz, 2015. "Pollution havens, endogenous environmental policy, and foreign direct investment," Southern Economic Journal, John Wiley & Sons, vol. 82(1), pages 257-284, July.
    14. Yilmaz BAYAR & Ömer Faruk OZTURK, 2016. "Trade Openness and Environmental Pollution in Emerging Market Economies," Eurasian Eononometrics, Statistics and Emprical Economics Journal, Eurasian Academy Of Sciences, vol. 3(3), pages 33-42, January.

    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. Millimet, Daniel L., 2013. "Environmental Federalism: A Survey of the Empirical Literature," IZA Discussion Papers 7831, Institute of Labor Economics (IZA).
    2. José-Antonio Monteiro & Madina Kukenova, 2008. "Does Lax Environmental Regulation Attract FDI When Accounting For "Third-Country" Effects?," IRENE Working Papers 08-01, IRENE Institute of Economic Research.
    3. Sylwia Bialek & Alfons J. Weichenrieder, 2021. "Do Stringent Environmental Policies Deter FDI? M&A versus Greenfield," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(3), pages 603-636, November.
    4. Sunghoon Chung, 2012. "Environmental Regulation and the Pattern of Outward FDI: An Empirical Assessment of the Pollution Haven Hypothesis," Departmental Working Papers 1203, Southern Methodist University, Department of Economics.
    5. Ben Kheder, Sonia & Zugravu, Natalia, 2012. "Environmental regulation and French firms location abroad: An economic geography model in an international comparative study," Ecological Economics, Elsevier, vol. 77(C), pages 48-61.
    6. Saussay, Aurélien & Zugravu-Soilita, Natalia, 2023. "International production chains and the pollution offshoring hypothesis: An empirical investigation," Resource and Energy Economics, Elsevier, vol. 73(C).
    7. Zhonghua Cheng & Lianshui Li & Jun Liu, 2018. "The spatial correlation and interaction between environmental regulation and foreign direct investment," Journal of Regulatory Economics, Springer, vol. 54(2), pages 124-146, October.
    8. Baomin Dong & Jiong Gong & Xin Zhao, 2012. "FDI and environmental regulation: pollution haven or a race to the top?," Journal of Regulatory Economics, Springer, vol. 41(2), pages 216-237, April.
    9. Jean-Marie Grether & Nicole Andréa Mathys & Jaime de Melo, 2015. "Unravelling the Worldwide Pollution Haven Effect," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 23, pages 581-612, World Scientific Publishing Co. Pte. Ltd..
    10. Leiter, Andrea M. & Parolini, Arno & Winner, Hannes, 2010. "Environmental Regulation and Investment: Evidence from European Country-Industry Data," Working Papers in Economics 2010-1, University of Salzburg, revised 13 Jan 2010.
    11. 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.
    12. Yuqing Ge & Yucai Hu & Shenggang Ren, 2020. "Environmental Regulation and Foreign Direct Investment: Evidence from China’s Eleventh and Twelfth Five-Year Plans," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    13. Candau, Fabien & Dienesch, Elisa, 2017. "Pollution Haven and Corruption Paradise," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 171-192.
    14. Ronald Davies & Helen Naughton, 2014. "Cooperation in environmental policy: a spatial approach," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 21(5), pages 923-954, October.
    15. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    16. Jitao Tang, 2015. "Testing the Pollution Haven Effect: Does the Type of FDI Matter?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(4), pages 549-578, April.
    17. Leiter, Andrea M. & Parolini, Arno & Winner, Hannes, 2011. "Environmental regulation and investment: Evidence from European industry data," Ecological Economics, Elsevier, vol. 70(4), pages 759-770, February.
    18. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    19. Candau, Fabien & Dienesch, Elisa, 2017. "Pollution Haven and Corruption Paradise," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 171-192.
    20. Abay Mulatu, 2017. "The Structure of UK Outbound FDI and Environmental Regulation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(1), pages 65-96, September.

    More about this item

    Keywords

    heteroskedasticity; instrumental variables; spillovers; environmental regulation; foreign direct investment; control function;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects

    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:iza:izadps:dp5911. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.