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Cocoa, livelihoods, and deforestation within the Tridom landscape in the Congo Basin: A spatial analysis

Author

Listed:
  • Jonas Ngouhouo-Poufoun
  • Sabine Chaupain-Guillot
  • Youba Ndiaye
  • Denis Jean Sonwa
  • Kevin Yana Njabo
  • Philippe Delacote

Abstract

In the context of emerging international trade regulations on deforestation-free commodities, the drivers of households’ deforestation in conservation landscapes are of interest. The role of households’ livelihood strategies including cocoa production, and the effects of human-elephant conflict are investigated. Using a unique dataset from a survey of 1035 households in the Tridom landscape in the Congo basin, the spatial autoregressive model shows that: (1) Households imitate the deforestation decisions of their neighbors; (2) A marginally higher income from cocoa production-based livelihood portfolios is associated with six to seven times higher deforestation compared to other livelihood strategies with a significant spillover effect on neighboring households’ deforestation. The increase in income, mainly from cocoa production-based livelihoods in open-access systems can have a negative effect on forests. Households with a higher share of auto-consumption are associated with lower deforestation. If economic development brings better market access and lower auto-consumption shares, this is likely to positively influence deforestation. Without proper land use planning/zoning associated with incentives, promoting sustainable agriculture, such as complex cocoa agroforestry systems, may lead to forest degradation and deforestation.

Suggested Citation

  • Jonas Ngouhouo-Poufoun & Sabine Chaupain-Guillot & Youba Ndiaye & Denis Jean Sonwa & Kevin Yana Njabo & Philippe Delacote, 2024. "Cocoa, livelihoods, and deforestation within the Tridom landscape in the Congo Basin: A spatial analysis," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-29, June.
  • Handle: RePEc:plo:pone00:0302598
    DOI: 10.1371/journal.pone.0302598
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    1. Delacote, Philippe, 2007. "Agricultural expansion, forest products as safety nets, and deforestation," Environment and Development Economics, Cambridge University Press, vol. 12(2), pages 235-249, April.
    2. Mertens, B. & Poccard-Chapuis, R. & Piketty, M. -G. & Lacques, A. -E. & Venturieri, A., 2002. "Crossing spatial analyses and livestock economics to understand deforestation processes in the Brazilian Amazon: the case of Sao Felix do Xingu in South Para," Agricultural Economics, Blackwell, vol. 27(3), pages 269-294, November.
    3. Combes, J.-L. & Combes Motel, P. & Minea, A. & Villieu, P., 2015. "Deforestation and seigniorage in developing countries: A tradeoff?," Ecological Economics, Elsevier, vol. 116(C), pages 220-230.
    4. 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.
    5. Rudel, Tom & Roper, Jill, 1997. "The paths to rain forest destruction: Crossnational patterns of tropical deforestation, 1975-1990," World Development, Elsevier, vol. 25(1), pages 53-65, January.
    6. Wunder, Sven & Angelsen, Arild & Belcher, Brian, 2014. "Forests, Livelihoods, and Conservation: Broadening the Empirical Base," World Development, Elsevier, vol. 64(S1), pages 1-11.
    7. Bernard Fingleton & Julie Le Gallo, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances: Finite sample properties," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 319-339, August.
    8. Damette, Olivier & Delacote, Philippe, 2012. "On the economic factors of deforestation: What can we learn from quantile analysis?," Economic Modelling, Elsevier, vol. 29(6), pages 2427-2434.
    9. Angelsen, Arild & Kaimowitz, David, 1999. "Rethinking the Causes of Deforestation: Lessons from Economic Models," The World Bank Research Observer, World Bank, vol. 14(1), pages 73-98, February.
    10. Miller, Daniel C. & Hajjar, Reem, 2020. "Forests as pathways to prosperity: Empirical insights and conceptual advances," World Development, Elsevier, vol. 125(C).
    11. Julie Le Gallo & Bernard Fingleton, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances : finite sample properties," Post-Print hal-00485035, HAL.
    12. Cyrus Samii & Matthew Lisiecki & Parashar Kulkarni & Laura Paler & Larry Chavis & Birte Snilstveit & Martina Vojtkova & Emma Gallagher, 2014. "Effects of Payment for Environmental Services (PES) on Deforestation and Poverty in Low and Middle Income Countries: A Systematic Review," Campbell Systematic Reviews, John Wiley & Sons, vol. 10(1), pages 1-95.
    13. Babulo, Bedru & Muys, Bart & Nega, Fredu & Tollens, Eric & Nyssen, Jan & Deckers, Jozef & Mathijs, Erik, 2009. "The economic contribution of forest resource use to rural livelihoods in Tigray, Northern Ethiopia," Forest Policy and Economics, Elsevier, vol. 11(2), pages 123-131, March.
    14. Edward B. Barbier, 2001. "The Economics of Tropical Deforestation and Land Use: An Introduction to the Special Issue," Land Economics, University of Wisconsin Press, vol. 77(2), pages 155-171.
    15. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
    16. Babigumira, Ronnie & Angelsen, Arild & Buis, Maarten & Bauch, Simone & Sunderland, Terry & Wunder, Sven, 2014. "Forest Clearing in Rural Livelihoods: Household-Level Global-Comparative Evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 64(Supplemen), pages 67-79.
    17. Vedeld, Paul & Angelsen, Arild & Bojo, Jan & Sjaastad, Espen & Kobugabe Berg, Gertrude, 2007. "Forest environmental incomes and the rural poor," Forest Policy and Economics, Elsevier, vol. 9(7), pages 869-879, April.
    18. Moktan, Mani Ram & Norbu, Lungten & Choden, Kunzang, 2016. "Can community forestry contribute to household income and sustainable forestry practices in rural area? A case study from Tshapey and Zariphensum in Bhutan," Forest Policy and Economics, Elsevier, vol. 62(C), pages 149-157.
    19. Jonah Busch & Kalifi Ferretti-Gallon, 2023. "What Drives and Stops Deforestation, Reforestation, and Forest Degradation? An Updated Meta-analysis," Review of Environmental Economics and Policy, University of Chicago Press, vol. 17(2), pages 217-250.
    20. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    21. Walker, Robert & Moran, Emilio & Anselin, Luc, 2000. "Deforestation and Cattle Ranching in the Brazilian Amazon: External Capital and Household Processes," World Development, Elsevier, vol. 28(4), pages 683-699, April.
    22. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    23. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    24. Jonah Busch & Kalifi Ferretti-Gallon, 2017. "What Drives Deforestation and What Stops It? A Meta-Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(1), pages 3-23.
    25. Culas, Richard J., 2007. "Deforestation and the environmental Kuznets curve: An institutional perspective," Ecological Economics, Elsevier, vol. 61(2-3), pages 429-437, March.
    26. Sunderlin, William D. & Angelsen, Arild & Belcher, Brian & Burgers, Paul & Nasi, Robert & Santoso, Levania & Wunder, Sven, 2005. "Livelihoods, forests, and conservation in developing countries: An Overview," World Development, Elsevier, vol. 33(9), pages 1383-1402, September.
    27. Subhrendu K. Pattanayak & Erin O. Sills, 2001. "Do Tropical Forests Provide Natural Insurance? The Microeconomics of Non-Timber Forest Product Collection in the Brazilian Amazon," Land Economics, University of Wisconsin Press, vol. 77(4), pages 595-612.
    28. Bhattarai, Madhusudan & Hammig, Michael, 2001. "Institutions and the Environmental Kuznets Curve for Deforestation: A Crosscountry Analysis for Latin America, Africa and Asia," World Development, Elsevier, vol. 29(6), pages 995-1010, June.
    29. Ngouhouo Poufoun, Jonas & Abildtrup, Jens & Sonwa, Dénis Jean & Delacote, Philippe, 2016. "The value of endangered forest elephants to local communities in a transboundary conservation landscape," Ecological Economics, Elsevier, vol. 126(C), pages 70-86.
    30. Pfaff, Alexander S. P., 1999. "What Drives Deforestation in the Brazilian Amazon?: Evidence from Satellite and Socioeconomic Data," Journal of Environmental Economics and Management, Elsevier, vol. 37(1), pages 26-43, January.
    31. Pichon, Francisco J., 1997. "Settler households and land-use patterns in the Amazon frontier: Farm-level evidence from Ecuador," World Development, Elsevier, vol. 25(1), pages 67-91, January.
    32. Mertens, Benoit & Sunderlin, William D. & Ndoye, Ousseynou & Lambin, Eric F., 2000. "Impact of Macroeconomic Change on Deforestation in South Cameroon: Integration of Household Survey and Remotely-Sensed Data," World Development, Elsevier, vol. 28(6), pages 983-999, June.
    33. Perge, Emilie & McKay, Andy, 2016. "Forest clearing, livelihood strategies and welfare: Evidence from the Tsimane' in Bolivia," Ecological Economics, Elsevier, vol. 126(C), pages 112-124.
    34. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966.
    35. Angelsen, Arild & Jagger, Pamela & Babigumira, Ronnie & Belcher, Brian & Hogarth, Nicholas J. & Bauch, Simone & Börner, Jan & Smith-Hall, Carsten & Wunder, Sven, 2014. "Environmental Income and Rural Livelihoods: A Global-Comparative Analysis," World Development, Elsevier, vol. 64(S1), pages 12-28.
    36. repec:bla:devpol:v:25:y:2007:i:3:p:355-377 is not listed on IDEAS
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