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Unveiling the Dynamic Impact of Protected Areas: An Event Study Analysis to Assess Conservation Effectiveness

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  • Thiago Fonseca Morello Ramalho da Silva
  • Paula Carvalho Pereda
  • Ana Carolina M. Pessoa
  • Liana O. Anderson

Abstract

Previous studies estimating the effect of the creation of protected areas (PAs) on forest conservation suffer from biases due to staggered protection and to unobservable drivers of protection’s effectiveness. We address these biases by using a cohort-time refined effect estimator in an event study with Amazon Basin data from 2003 to 2020. Which also unveils meaningful dynamic patterns that remained so far hidden in previous papers’ aggregate effects. Our findings show that PAs’ effects on deforestation and fires were at least halved by the aforementioned biases, being also deflated in 13% and inflated in 16%, respectively, by the failure to control for concomitant and synergistic anti-deforestation policies. We also found strong evidence of forward-looking behaviour by deforesters, with deforestation becoming larger inside protected land two years before protection. This suggests that local agents rush to deforest after learning that the likelihood of being sanctioned will rise with protection. A gradual increase of the effect with the ageing of PAs confirmed that enforcing protection is subject to learning. Also notably, effects were heterogeneous. Whereas both moderately and severely restricted PAs avoided fires, only severely restricted avoided deforestation. In addition, whereas neither national nor subnational conservation unit PAs have reduced deforestation, national units reduced fires but subnational increased them. Indigenous lands reduced deforestation and fires. Results urge policymakers to plan the creation of PAs not merely seeking to change the tenure of land but mainly to align expectations of deforesters to national conservation goals.

Suggested Citation

  • Thiago Fonseca Morello Ramalho da Silva & Paula Carvalho Pereda & Ana Carolina M. Pessoa & Liana O. Anderson, 2024. "Unveiling the Dynamic Impact of Protected Areas: An Event Study Analysis to Assess Conservation Effectiveness," Working Papers, Department of Economics 2024_02, University of São Paulo (FEA-USP).
  • Handle: RePEc:spa:wpaper:2024wpecon2
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    1. Amin, A. & Choumert-Nkolo, J. & Combes, J.-L. & Combes Motel, P. & Kéré, E.N. & Ongono-Olinga, J.-G. & Schwartz, S., 2019. "Neighborhood effects in the Brazilian Amazônia: Protected areas and deforestation," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 272-288.
    2. Derya Keles & Alexander Pfaff & Michael B. Mascia, 2023. "Does the Selective Erasure of Protected Areas Raise Deforestation in the Brazilian Amazon?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(4), pages 1121-1147.
    3. Juliano Assunção & Clarissa Gandour & Romero Rocha & Rudi Rocha, 2020. "The Effect of Rural Credit on Deforestation: Evidence from the Brazilian Amazon," The Economic Journal, Royal Economic Society, vol. 130(626), pages 290-330.
    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. BenYishay, Ariel & Heuser, Silke & Runfola, Daniel & Trichler, Rachel, 2017. "Indigenous land rights and deforestation: Evidence from the Brazilian Amazon," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 29-47.
    6. Angelsen, Arild, 1999. "Agricultural expansion and deforestation: modelling the impact of population, market forces and property rights," Journal of Development Economics, Elsevier, vol. 58(1), pages 185-218, February.
    7. Assunção, Juliano & Gandour, Clarissa & Rocha, Rudi, 2015. "Deforestation slowdown in the Brazilian Amazon: prices or policies?," Environment and Development Economics, Cambridge University Press, vol. 20(6), pages 697-722, December.
    8. 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.
    9. 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.
    10. Kelly J. Wendland & Matthias Baumann & David J. Lewis & Anika Sieber & Volker C. Radeloff, 2015. "Protected Area Effectiveness in European Russia: A Postmatching Panel Data Analysis," Land Economics, University of Wisconsin Press, vol. 91(1), pages 149-168.
    11. Jan Börner & Eduardo Marinho & Sven Wunder, 2015. "Mixing Carrots and Sticks to Conserve Forests in the Brazilian Amazon: A Spatial Probabilistic Modeling Approach," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-20, February.
    12. L. Duncanson & M. Liang & V. Leitold & J. Armston & S. M. Krishna Moorthy & R. Dubayah & S. Costedoat & B. J. Enquist & L. Fatoyinbo & S. J. Goetz & M. Gonzalez-Roglich & C. Merow & P. R. Roehrdanz & , 2023. "The effectiveness of global protected areas for climate change mitigation," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    13. Fonseca Morello, Thiago & Marchetti Ramos, Rossano & O. Anderson, Liana & Owen, Nathan & Rosan, Thais Michele & Steil, Lara, 2020. "Predicting fires for policy making: Improving accuracy of fire brigade allocation in the Brazilian Amazon," Ecological Economics, Elsevier, vol. 169(C).
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    More about this item

    Keywords

    differences-in-differences; staggered treatment; event study; matching; protected areas; deforestation;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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