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Does Peer Adoption Increase the Diffusion of Pollution Prevention Practices?

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  • Xiang Bi
  • Connor Mullally

Abstract

Voluntary adoption of pollution prevention (P2) practices has been used to reduce toxic emissions in the US. Spillovers among facilities owned by the same firm likely play an important role in the diffusion of P2 practices. This article estimates the intrafirm spillover effects of P2 adoption. Using instrumental variables methods applied to facility panel data from the Toxics Release Inventory, we find that a facility’s own adoption of P2 practices increases in response to greater P2 adoption by facilities from the same firm. Intrafirm spillovers are stronger among small firms and firms with higher degree of sibling homophily.

Suggested Citation

  • Xiang Bi & Connor Mullally, 2021. "Does Peer Adoption Increase the Diffusion of Pollution Prevention Practices?," Land Economics, University of Wisconsin Press, vol. 97(1), pages 224-245.
    • Handle: RePEc:uwp:landec:v:97:y:2021:i:1:p:224-245
    Note: DOI: 10.3368/wple.97.1.112118-0157R2
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    1. Michael Kremer & Edward Miguel, 2007. "The Illusion of Sustainability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1007-1065.
    2. Xiang Bi & Madhu Khanna, 2012. "Reassessment of the Impact of the EPA’s Voluntary 33/50 Program on Toxic Releases," Land Economics, University of Wisconsin Press, vol. 88(2), pages 341-361.
    3. Lori D. Snyder & Nolan H. Miller & Robert N. Stavins, 2003. "The Effects of Environmental Regulation on Technology Diffusion: The Case of Chlorine Manufacturing," American Economic Review, American Economic Association, vol. 93(2), pages 431-435, May.
    4. Midgley, David F. & Morrison, Pamela D. & Roberts, John H., 1992. "The effect of network structure in industrial diffusion processes," Research Policy, Elsevier, vol. 21(6), pages 533-552, December.
    5. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2003. "Chapter 11 Technological change and the environment," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 1, chapter 11, pages 461-516, Elsevier.
    6. Helland, Eric, 1998. "The Revealed Preferences of State EPAs: Stringency, Enforcement, and Substitution," Journal of Environmental Economics and Management, Elsevier, vol. 35(3), pages 242-261, May.
    7. Wayne B. Gray & Ronald J. Shadbegian, 2007. "The Environmental Performance Of Polluting Plants: A Spatial Analysis," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 63-84, February.
    8. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    9. Steven T. Yen & Andrew M. Jones, 1997. "Household Consumption of Cheese: An Inverse Hyperbolic Sine Double-Hurdle Model with Dependent Errors," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 246-251.
    10. Hollenstein, Heinz & Woerter, Martin, 2008. "Inter- and intra-firm diffusion of technology: The example of E-commerce: An analysis based on Swiss firm-level data," Research Policy, Elsevier, vol. 37(3), pages 545-564, April.
    11. Bui, Linda T.M. & Kapon, Samuel, 2012. "The impact of voluntary programs on polluting behavior: Evidence from pollution prevention programs and toxic releases," Journal of Environmental Economics and Management, Elsevier, vol. 64(1), pages 31-44.
    12. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    13. Emily Oster & Rebecca Thornton, 2012. "Determinants Of Technology Adoption: Peer Effects In Menstrual Cup Take-Up," Journal of the European Economic Association, European Economic Association, vol. 10(6), pages 1263-1293, December.
    14. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    15. Battisti, Giuliana & Stoneman, Paul, 2003. "Inter- and intra-firm effects in the diffusion of new process technology," Research Policy, Elsevier, vol. 32(9), pages 1641-1655, October.
    16. Harrington, Donna Ramirez, 2012. "Two-stage adoption of different types of pollution prevention (P2) activities," Resource and Energy Economics, Elsevier, vol. 34(3), pages 349-373.
    17. Frank M. Bass, 2004. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 50(12_supple), pages 1825-1832, December.
    18. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    19. Shimshack, Jay P. & Ward, Michael B., 2008. "Enforcement and over-compliance," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 90-105, January.
    20. Eric Abrahamson & Lori Rosenkopf, 1997. "Social Network Effects on the Extent of Innovation Diffusion: A Computer Simulation," Organization Science, INFORMS, vol. 8(3), pages 289-309, June.
    21. Konar, Shameek & Cohen, Mark A., 1997. "Information As Regulation: The Effect of Community Right to Know Laws on Toxic Emissions," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 109-124, January.
    22. Dara O'Rourke & Eungkyoon Lee, 2004. "Mandatory planning for environmental innovation: evaluating regulatory mechanisms for toxics use reduction," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 47(2), pages 181-200.
    23. Madhu Khanna & George Deltas & Donna Harrington, 2009. "Adoption of Pollution Prevention Techniques: The Role of Management Systems and Regulatory Pressures," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 44(1), pages 85-106, September.
    24. Magali A. Delmas & Michael W. Toffel, 2008. "Organizational responses to environmental demands: opening the black box," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1027-1055, October.
    25. Adam B. Jaffe & Gaétan de Rassenfosse, 2017. "Patent citation data in social science research: Overview and best practices," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(6), pages 1360-1374, June.
    26. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    27. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    28. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    29. Brouhle, Keith & Graham, Brad & Harrington, Donna Ramirez, 2013. "Innovation under the Climate Wise program," Resource and Energy Economics, Elsevier, vol. 35(2), pages 91-112.
    30. Abdoul Sam, 2010. "Impact of government-sponsored pollution prevention practices on environmental compliance and enforcement: evidence from a sample of US manufacturing facilities," Journal of Regulatory Economics, Springer, vol. 37(3), pages 266-286, June.
    31. Karl Gruber, 2018. "Cleaning up pollutants to protect future health," Nature, Nature, vol. 555(7695), pages 20-22, March.
    32. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    33. Shimshack, Jay P. & Ward, Michael B., 2005. "Regulator reputation, enforcement, and environmental compliance," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 519-540, November.
    34. Xiang Bi & Madhu Khanna, 2017. "Inducing pollution prevention adoption: effectiveness of the 33/50 voluntary environmental program," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 60(12), pages 2234-2254, December.
    35. Donna Ramirez Harrington & George Deltas & Madhu Khanna, 2014. "Does Pollution Prevention Reduce Toxic Releases? A Dynamic Panel Data Model," Land Economics, University of Wisconsin Press, vol. 90(2), pages 199-221.
    36. Todo, Yasuyuki & Matous, Petr & Inoue, Hiroyasu, 2016. "The strength of long ties and the weakness of strong ties: Knowledge diffusion through supply chain networks," Research Policy, Elsevier, vol. 45(9), pages 1890-1906.
    37. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    38. Battisti, Giuliana & Stoneman, Paul, 2005. "The intra-firm diffusion of new process technologies," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 1-22, February.
    39. Madhu Khanna, 2001. "Non‐Mandatory Approaches to Environmental Protection," Journal of Economic Surveys, Wiley Blackwell, vol. 15(3), pages 291-324, July.
    40. Seema Arora & Timothy N. Cason, 1999. "Do Community Characteristics Influence Environmental Outcomes? Evidence from the Toxics Release Inventory," Southern Economic Journal, John Wiley & Sons, vol. 65(4), pages 691-716, April.
    41. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    42. 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.
    43. Fuentelsaz, Lucio & Gomez, Jaime & Polo, Yolanda, 2003. "Intrafirm diffusion of new technologies: an empirical application," Research Policy, Elsevier, vol. 32(4), pages 533-551, April.
    44. Dietrich Earnhart, 2004. "The Effects of Community Characteristics on Polluter Compliance Levels," Land Economics, University of Wisconsin Press, vol. 80(3), pages 408-432.
    45. Downing, Paul B. & White, Lawrence J., 1986. "Innovation in pollution control," Journal of Environmental Economics and Management, Elsevier, vol. 13(1), pages 18-29, March.
    46. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    47. Frank M. Bass, 2004. "Comments on "A New Product Growth for Model Consumer Durables The Bass Model"," Management Science, INFORMS, vol. 50(12_supple), pages 1833-1840, December.
    48. Michael Lenox & Andrew King, 2004. "Prospects for developing absorptive capacity through internal information provision," Strategic Management Journal, Wiley Blackwell, vol. 25(4), pages 331-345, April.
    49. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    50. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    51. Donna Ramirez Harrington, 2013. "Effectiveness Of State Pollution Prevention Programs And Policies," Contemporary Economic Policy, Western Economic Association International, vol. 31(2), pages 255-278, April.
    52. van Everdingen, Yvonne & Wierenga, Berend, 2002. "Intra-firm Adoption Decisions:: Role of Inter-firm and Intra-firm Variables," European Management Journal, Elsevier, vol. 20(6), pages 649-663, December.
    53. Michael Lenox & Andrew King & John Ehrenfeld, 2000. "An Assessment of Design-for-Environment Practices in Leading US Electronics Firms," Interfaces, INFORMS, vol. 30(3), pages 83-94, June.
    54. John Maxwell & Christopher Decker, 2006. "Voluntary Environmental Investment and Responsive Regulation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(4), pages 425-439, April.
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    JEL classification:

    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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