IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v33y2011i5p732-738.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988310002379
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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, January.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jumbe, Charles B.L. & Angelsen, Arild, 2006. "Household's Choice of Fuelwood Source in Malawi: A Multinomial Probit Analysis," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25450, International Association of Agricultural Economists.
    2. van der Kroon, Bianca & Brouwer, Roy & van Beukering, Pieter J.H., 2013. "The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 504-513.
    3. Cheng, Chao-yo & Urpelainen, Johannes, 2014. "Fuel stacking in India: Changes in the cooking and lighting mix, 1987–2010," Energy, Elsevier, vol. 76(C), pages 306-317.
    4. Miah, Md.Danesh & Foysal, Muhammad Abul & Koike, Masao & Kobayashi, Hajime, 2011. "Domestic energy-use pattern by the households: A comparison between rural and semi-urban areas of Noakhali in Bangladesh," Energy Policy, Elsevier, vol. 39(6), pages 3757-3765, June.
    5. Takama, Takeshi & Tsephel, Stanzin & Johnson, Francis X., 2012. "Evaluating the relative strength of product-specific factors in fuel switching and stove choice decisions in Ethiopia. A discrete choice model of household preferences for clean cooking alternatives," Energy Economics, Elsevier, vol. 34(6), pages 1763-1773.
    6. Jean Hugues Nlom & Aziz A. Karimov, 2015. "Modeling Fuel Choice among Households in Northern Cameroon," Sustainability, MDPI, vol. 7(8), pages 1-11, July.
    7. Muhammad Irfan & Michael P. Cameron & Gazi Hassan, 2021. "Can income growth alone increase household consumption of cleaner fuels? Evidence from Pakistan," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2021(2), pages 121-146.
    8. Guta, Dawit Diriba, 2012. "Application of an almost ideal demand system (AIDS) to Ethiopian rural residential energy use: Panel data evidence," Energy Policy, Elsevier, vol. 50(C), pages 528-539.
    9. Daniel, Aemiro Melkamu, 2020. "Towards Sustainable Energy Consumption Electricity Demand Flexibility and Household Fuel Choice," Umeå Economic Studies 971, Umeå University, Department of Economics.
    10. Schleich, Joachim & Faure, Corinne & Guetlein, Marie-Charlotte & Tu, Gengyang, 2020. "Conveyance, envy, and homeowner choice of appliances," Energy Economics, Elsevier, vol. 89(C).
    11. San, Vibol & Spoann, Vin & Ly, Dalin & Chheng, Ngov Veng, 2012. "Fuelwood consumption patterns in Chumriey Mountain, Kampong Chhnang Province, Cambodia," Energy, Elsevier, vol. 44(1), pages 335-346.
    12. Paleti, Rajesh, 2018. "Generalized multinomial probit Model: Accommodating constrained random parameters," Transportation Research Part B: Methodological, Elsevier, vol. 118(C), pages 248-262.
    13. Klege, Rebecca A. & Amuakwa-Mensah, Franklin & Visser, Martine, 2022. "Tenancy and energy choices in Rwanda. A replication and extension study," World Development Perspectives, Elsevier, vol. 26(C).
    14. Erik Stam & Roy Thurik & Peter van der Zwan, 2010. "Entrepreneurial exit in real and imagined markets," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1109-1139, August.
    15. Frick, Bernd & Barros, Carlos Pestana & Prinz, Joachim, 2010. "Analysing head coach dismissals in the German "Bundesliga" with a mixed logit approach," European Journal of Operational Research, Elsevier, vol. 200(1), pages 151-159, January.
    16. Ahmed Moustapha Mfokeu & Elie Virgile Chrysostome & Jean-Pierre Gueyie & Olivier Ebenezer Mun Ngapna, 2023. "Consumer Motivation behind the Use of Ecological Charcoal in Cameroon," Sustainability, MDPI, vol. 15(3), pages 1-22, January.
    17. Román, Concepción & Martín, Juan Carlos, 2014. "Integration of HSR and air transport: Understanding passengers’ preferences," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 71(C), pages 129-141.
    18. Guta, Dawit Diriba, 2014. "Effect of fuelwood scarcity and socio-economic factors on household bio-based energy use and energy substitution in rural Ethiopia," Energy Policy, Elsevier, vol. 75(C), pages 217-227.
    19. Steven T. Berry & Philip A. Haile, 2021. "Foundations of Demand Estimation," Cowles Foundation Discussion Papers 2301, Cowles Foundation for Research in Economics, Yale University.
    20. Villas-Boas, Sofia B & Taylor, Rebecca & Krovetz, Hannah, 2016. "Willingness to Pay for Low Water Footprint Food Choices During Drought," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9vh3x180, Department of Agricultural & Resource Economics, UC Berkeley.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:33:y:2011:i:5:p:732-738. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.