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Modeling choice of fuelwood source among rural households in Malawi: A multinomial probit analysis

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  • Jumbe, Charles B.L.
  • Angelsen, Arild

Abstract

This paper addresses two questions: what determines household's choice of fuelwood source and, what are the environmental consequences of fuelwood collection choices? We address these questions by estimating the multinomial probit model using survey data for households surrounding Chimaliro and Liwonde forest reserves in Malawi. After controlling for heterogeneity among households, we find strong substitution opportunities across fuelwood collection sources. Attributes of the fuelwood sources (size and species composition) and distance to the sources are the most important determinants of fuelwood choice. Further results show that customary managed forests generate environmental benefits by reducing pressure on both plantation forests and forest reserves. These findings support the need to strengthen community-based institutions to manage local forest resources.

Suggested Citation

  • Jumbe, Charles B.L. & Angelsen, Arild, 2011. "Modeling choice of fuelwood source among rural households in Malawi: A multinomial probit analysis," Energy Economics, Elsevier, vol. 33(5), pages 732-738, September.
    • Handle: RePEc:eee:eneeco:v:33:y:2011:i:5:p:732-738
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    References listed on IDEAS

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    1. Hausman, Jerry A & Wise, David A, 1978. "A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences," Econometrica, Econometric Society, vol. 46(2), pages 403-426, March.
    2. Heltberg, Rasmus, 2005. "Factors determining household fuel choice in Guatemala," Environment and Development Economics, Cambridge University Press, vol. 10(3), pages 337-361, June.
    3. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    4. Zulu, Leo Charles, 2010. "The forbidden fuel: Charcoal, urban woodfuel demand and supply dynamics, community forest management and woodfuel policy in Malawi," Energy Policy, Elsevier, vol. 38(7), pages 3717-3730, July.
    5. Narasimha Rao, M. & Reddy, B. Sudhakara, 2007. "Variations in energy use by Indian households: An analysis of micro level data," Energy, Elsevier, vol. 32(2), pages 143-153.
    6. Jumbe, Charles B.L. & Angelsen, Arild, 2007. "Forest dependence and participation in CPR management: Empirical evidence from forest co-management in Malawi," Ecological Economics, Elsevier, vol. 62(3-4), pages 661-672, May.
    7. Arnold, J.E. Michael & Kohlin, Gunnar & Persson, Reidar, 2006. "Woodfuels, livelihoods, and policy interventions: Changing Perspectives," World Development, Elsevier, vol. 34(3), pages 596-611, March.
    8. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    9. Martin Linde-Rahr, 2003. "Property Rights and Deforestation: The Choice of Fuelwood Source in Rural Viet Nam," Land Economics, University of Wisconsin Press, vol. 79(2), pages 217-234.
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