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Inviting oversight: Effects of forest certification on deforestation in the Brazilian Amazon

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  • Rana, Pushpendra
  • Sills, Erin O.

Abstract

In the American tropics, logging is almost always highly selective, leaving most of the forest standing and available for future harvest under sustainable forest management. However, forest that has been logged is often more accessible to deforestation agents such as farmers. Thus, areas legally designated for sustainable forest management in reality may be more susceptible to illegal deforestation. Third-party certification of sustainable forest management is one strategy for protecting such forest. In this paper, we estimate the effect of certification by the Forest Stewardship Council (FSC) on deforestation, drawing on data from the years 2001 to 2019. We observe strong selection effects resulting in systematic differences between certified forest areas and other forest areas designated for sustainable forest management, and we find that after controlling for those selection effects, inviting oversight by FSC reduces the probability of deforestation. Our study design compares forests “treated” with FSC certification to “control” forests designated for sustainable forest management but not (yet) certified in the two Brazilian states of Pará and Rondônia. Adopting pixel-based analyses, we first create a matched sample of treated and control pixels and then estimate GLMM models, with two-way fixed effects (TWFE) models as a robustness check.We find that where forest managers have obtained certification and thus invited oversight by FSC auditors, rates of forest loss are lower (although the results are not fully robust across regions). The estimated effects vary across regions, likely due to varying socioeconomic and policy contexts and competing land uses. We conclude that especially in settings of low governance capacity and high deforestation pressure, certification can contribute to long-term forest conservation by reducing deforestation rates.

Suggested Citation

  • Rana, Pushpendra & Sills, Erin O., 2024. "Inviting oversight: Effects of forest certification on deforestation in the Brazilian Amazon," World Development, Elsevier, vol. 173(C).
  • Handle: RePEc:eee:wdevel:v:173:y:2024:i:c:s0305750x2300236x
    DOI: 10.1016/j.worlddev.2023.106418
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    References listed on IDEAS

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    1. Fischer, Carolyn & Aguilar, Francisco X. & Jawahar, Puja & Sedjo, Roger A., 2005. "Forest Certification: Toward Common Standards?," Discussion Papers 10838, Resources for the Future.
    2. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    3. Pamela Jakiela, 2021. "Simple Diagnostics for Two-Way Fixed Effects," Department of Economics Working Papers 2021-05, Department of Economics, Williams College.
    4. Jorge Hargrave & Krisztina Kis-Katos, 2013. "Economic Causes of Deforestation in the Brazilian Amazon: A Panel Data Analysis for the 2000s," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(4), pages 471-494, April.
    5. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    6. Börner, Jan & Wunder, Sven & Wertz-Kanounnikoff, Sheila & Tito, Marcos Rügnitz & Pereira, Ligia & Nascimento, Nathalia, 2010. "Direct conservation payments in the Brazilian Amazon: Scope and equity implications," Ecological Economics, Elsevier, vol. 69(6), pages 1272-1282, April.
    7. McDermott, Constance L. & Irland, Lloyd C. & Pacheco, Pablo, 2015. "Forest certification and legality initiatives in the Brazilian Amazon: Lessons for effective and equitable forest governance," Forest Policy and Economics, Elsevier, vol. 50(C), pages 134-142.
    8. Tacconi, Luca & Rodrigues, Rafael J. & Maryudi, Ahmad, 2019. "Law enforcement and deforestation: Lessons for Indonesia from Brazil," Forest Policy and Economics, Elsevier, vol. 108(C), pages 1-1.
    9. Imai, Kosuke & Kim, In Song, 2021. "On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data," Political Analysis, Cambridge University Press, vol. 29(3), pages 405-415, July.
    10. Agrawal, Arun & Chhatre, Ashwini, 2006. "Explaining success on the commons: Community forest governance in the Indian Himalaya," World Development, Elsevier, vol. 34(1), pages 149-166, January.
    11. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    12. van der Ven, Hamish & Sun, Yixian & Cashore, Benjamin, 2021. "Sustainable commodity governance and the global south," Ecological Economics, Elsevier, vol. 186(C).
    13. Alexander Pfaff & Juan Robalino & Robert Walker & Steven Aldrich & Marcellus Caldas & Eustaquio Reis & Stephen Perz & Claudio Bohrer & Eugenio Arima & William Laurance & Kathryn Kirby, 2007. "Road Investments, Spatial Spillovers, And Deforestation In The Brazilian Amazon," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 109-123, February.
    14. Yue Li & Paulo M. Brando & Douglas C. Morton & David M. Lawrence & Hui Yang & James T. Randerson, 2022. "Deforestation-induced climate change reduces carbon storage in remaining tropical forests," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    15. Damette, Olivier & Delacote, Philippe, 2011. "Unsustainable timber harvesting, deforestation and the role of certification," Ecological Economics, Elsevier, vol. 70(6), pages 1211-1219, April.
    16. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    17. Blackman, Allen & Goff, Leonard & Rivera Planter, Marisol, 2018. "Does eco-certification stem tropical deforestation? Forest Stewardship Council certification in Mexico," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 306-333.
    18. Di Girolami, Erica & Kampen, Jarl & Arts, Bas, 2023. "Two systematic literature reviews of scientific research on the environmental impacts of forest certifications and community forest management at a global scale," Forest Policy and Economics, Elsevier, vol. 146(C).
    19. Axel Marx & Dieter Cuypers, 2010. "Forest certification as a global environmental governance tool: What is the macro‐effectiveness of the Forest Stewardship Council?," Regulation & Governance, John Wiley & Sons, vol. 4(4), pages 408-434, December.
    20. Laura J. Sonter & Diego Herrera & Damian J. Barrett & Gillian L. Galford & Chris J. Moran & Britaldo S. Soares-Filho, 2017. "Mining drives extensive deforestation in the Brazilian Amazon," Nature Communications, Nature, vol. 8(1), pages 1-7, December.
    21. Tricallotis, Marcos & Gunningham, Neil & Kanowski, Peter, 2018. "The impacts of forest certification for Chilean forestry businesses," Forest Policy and Economics, Elsevier, vol. 92(C), pages 82-91.
    22. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    23. Ho, Daniel & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2011. "MatchIt: Nonparametric Preprocessing for Parametric Causal Inference," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i08).
    24. Reydon, Bastiaan Philip & Fernandes, Vitor Bukvar & Telles, Tiago Santos, 2020. "Land governance as a precondition for decreasing deforestation in the Brazilian Amazon," Land Use Policy, Elsevier, vol. 94(C).
    25. Rico-Straffon, Jimena & Wang, Zhenhua & Panlasigui, Stephanie & Loucks, Colby J. & Swenson, Jennifer & Pfaff, Alexander, 2023. "Forest concessions and eco-certifications in the Peruvian Amazon: Deforestation impacts of logging rights and logging restrictions," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    26. Cai, Zhen & Aguilar, Francisco X., 2013. "Meta-analysis of consumer's willingness-to-pay premiums for certified wood products," Journal of Forest Economics, Elsevier, vol. 19(1), pages 15-31.
    27. David M. Lapola & Luiz A. Martinelli & Carlos A. Peres & Jean P. H. B. Ometto & Manuel E. Ferreira & Carlos A. Nobre & Ana Paula D. Aguiar & Mercedes M. C. Bustamante & Manoel F. Cardoso & Marcos H. C, 2014. "Pervasive transition of the Brazilian land-use system," Nature Climate Change, Nature, vol. 4(1), pages 27-35, January.
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