IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v25y2023i7d10.1007_s10668-022-02312-8.html
   My bibliography  Save this article

Examining fuel choice patterns through household energy transition index: an alternative to traditional energy ladder and stacking models

Author

Listed:
  • Khalid Waleed

    (University of Gujrat)

  • Faisal Mehmood Mirza

    (University of Gujrat)

Abstract

The transition toward cleaner fuels is considered an essential component to achieve sustainable economic development due to its environmental and health-related implications. However, the disarray among academicians on the explanatory power of existing models of energy transition has restrained its practical implementation. This study develops an alternative to explain energy transition at the household level by proposing “6Es” framework to rank various fuels and formulate a household energy transition index. This index includes the virtues of both the energy ladder and the energy stacking models. Multinomial logit model has been employed to test the traditional energy ladder hypothesis, and OLS has been used to estimate household energy transition index at the aggregated level as well as at the disaggregated provincial level in Pakistan. Contrary to the previously developed indices, the estimated results of the energy transition index significantly explain the changes in fuel consumption. The results indicate that income is not the only factor that affects energy transition. Household-specific factors such as prices, size, education, profession, and area also play an imperative role. Our estimates suggest that rural households are 22 percent more likely to consume primitive fuels. The findings suggest that prices of primitive fuels affect energy transition index in rural areas. Variable such as education and female bargaining power are positively linked with energy transition.

Suggested Citation

  • Khalid Waleed & Faisal Mehmood Mirza, 2023. "Examining fuel choice patterns through household energy transition index: an alternative to traditional energy ladder and stacking models," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6449-6501, July.
  • Handle: RePEc:spr:endesu:v:25:y:2023:i:7:d:10.1007_s10668-022-02312-8
    DOI: 10.1007/s10668-022-02312-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-022-02312-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-022-02312-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. 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.
    2. Bonan, Jacopo & Pareglio, Stefano & Tavoni, Massimo, 2017. "Access to modern energy: a review of barriers, drivers and impacts," Environment and Development Economics, Cambridge University Press, vol. 22(5), pages 491-516, October.
    3. Xin Tang & Hua Liao, 2014. "Energy poverty and solid fuels use in rural China: Analysis based on national population census," CEEP-BIT Working Papers 57, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology.
    4. Krishna Paudel & Mahesh Pandit & Michael Dunn, 2013. "Using spectral analysis and multinomial logit regression to explain households’ choice patterns," Empirical Economics, Springer, vol. 44(2), pages 739-760, April.
    5. Muller, Christophe & Yan, Huijie, 2018. "Household fuel use in developing countries: Review of theory and evidence," Energy Economics, Elsevier, vol. 70(C), pages 429-439.
    6. Ouedraogo, Boukary, 2006. "Household energy preferences for cooking in urban Ouagadougou, Burkina Faso," Energy Policy, Elsevier, vol. 34(18), pages 3787-3795, December.
    7. Choumert-Nkolo, Johanna & Combes Motel, Pascale & Le Roux, Leonard, 2019. "Stacking up the ladder: A panel data analysis of Tanzanian household energy choices," World Development, Elsevier, vol. 115(C), pages 222-235.
    8. Hosier, Richard H. & Dowd, Jeffrey, 1987. "Household fuel choice in Zimbabwe : An empirical test of the energy ladder hypothesis," Resources and Energy, Elsevier, vol. 9(4), pages 347-361, December.
    9. Blimpo,Moussa Pouguinimpo & Mcrae,Shaun David & Steinbuks,Jevgenijs, 2018. "Why are connection charges so high ? an analysis of the electricity sector in Sub-Saharan Africa," Policy Research Working Paper Series 8407, The World Bank.
    10. Alem, Yonas & Beyene, Abebe D. & Köhlin, Gunnar & Mekonnen, Alemu, 2016. "Modeling household cooking fuel choice: A panel multinomial logit approach," Energy Economics, Elsevier, vol. 59(C), pages 129-137.
    11. Lay, Jann & Ondraczek, Janosch & Stoever, Jana, 2013. "Renewables in the energy transition: Evidence on solar home systems and lighting fuel choice in Kenya," Energy Economics, Elsevier, vol. 40(C), pages 350-359.
    12. Nadeem A. Burney & Naeem Akhtar, 1990. "Fuel Demand Elasticities in Pakistan: An Analysis of Households' Expenditure on Fuels using Micro Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 29(2), pages 155-174.
    13. Kowsari, Reza & Zerriffi, Hisham, 2011. "Three dimensional energy profile:," Energy Policy, Elsevier, vol. 39(12), pages 7505-7517.
    14. Muhammad Irfan & Michael P. Cameron & Gazi Hassan, 2017. "Households’ Energy Mix Selection in Pakistan," Working Papers in Economics 17/28, University of Waikato.
    15. Burke, Paul J. & Dundas, Guy, 2015. "Female Labor Force Participation and Household Dependence on Biomass Energy: Evidence from National Longitudinal Data," World Development, Elsevier, vol. 67(C), pages 424-437.
    16. Cooke, Priscilla & Kã–Hlin, Gunnar & Hyde, William F., 2008. "Fuelwood, forests and community management – evidence from household studies," Environment and Development Economics, Cambridge University Press, vol. 13(1), pages 103-135, February.
    17. Madubansi, M. & Shackleton, C.M., 2006. "Changing energy profiles and consumption patterns following electrification in five rural villages, South Africa," Energy Policy, Elsevier, vol. 34(18), pages 4081-4092, December.
    18. Ai, Xian-Neng & Du, Yun-Fei & Li, Wei-Ming & Li, Hui & Liao, Hua, 2021. "The pattern of household energy transition," Energy, Elsevier, vol. 234(C).
    19. Rasmus Heltberg & Thomas Channing Arndt & Nagothu Udaya Sekhar, 2000. "Fuelwood Consumption and Forest Degradation: A Household Model for Domestic Energy Substitution in Rural India," Land Economics, University of Wisconsin Press, vol. 76(2), pages 213-232.
    20. Campbell, B. M. & Vermeulen, S. J. & Mangono, J. J. & Mabugu, R., 2003. "The energy transition in action: urban domestic fuel choices in a changing Zimbabwe," Energy Policy, Elsevier, vol. 31(6), pages 553-562, May.
    21. Masera, Omar R. & Saatkamp, Barbara D. & Kammen, Daniel M., 2000. "From Linear Fuel Switching to Multiple Cooking Strategies: A Critique and Alternative to the Energy Ladder Model," World Development, Elsevier, vol. 28(12), pages 2083-2103, December.
    22. Andadari, Roos Kities & Mulder, Peter & Rietveld, Piet, 2014. "Energy poverty reduction by fuel switching. Impact evaluation of the LPG conversion program in Indonesia," Energy Policy, Elsevier, vol. 66(C), pages 436-449.
    23. Heltberg, Rasmus, 2004. "Fuel switching: evidence from eight developing countries," Energy Economics, Elsevier, vol. 26(5), pages 869-887, September.
    24. Waleed, Khalid & Mirza, Faisal Mehmood, 2020. "Examining behavioral patterns in household fuel consumption using two-stage-budgeting framework for energy and environmental policies: Evidence based on micro data from Pakistan," Energy Policy, Elsevier, vol. 147(C).
    25. Sudhakara Reddy, B., 1995. "A multilogit model for fuel shifts in the domestic sector," Energy, Elsevier, vol. 20(9), pages 929-936.
    26. Davis, Mark, 1998. "Rural household energy consumption : The effects of access to electricity--evidence from South Africa," Energy Policy, Elsevier, vol. 26(3), pages 207-217, February.
    27. Gundimeda, Haripriya & Kohlin, Gunnar, 2008. "Fuel demand elasticities for energy and environmental policies: Indian sample survey evidence," Energy Economics, Elsevier, vol. 30(2), pages 517-546, March.
    28. Alam, M.S. & Bala, B.K. & Huq, A.M.Z., 1997. "Simulation of integrated rural energy system for farming in Bangladesh," Energy, Elsevier, vol. 22(6), pages 591-599.
    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. Muller, Christophe & Yan, Huijie, 2018. "Household fuel use in developing countries: Review of theory and evidence," Energy Economics, Elsevier, vol. 70(C), pages 429-439.
    2. Malla, Sunil & Timilsina, Govinda R, 2014. "Household cooking fuel choice and adoption of improved cookstoves in developing countries : a review," Policy Research Working Paper Series 6903, The World Bank.
    3. Christophe Muller & Huijie Yan, 2018. "Household Fuel Use in Rural China," AMSE Working Papers 1808, Aix-Marseille School of Economics, France.
    4. Choumert-Nkolo, Johanna & Combes Motel, Pascale & Le Roux, Leonard, 2019. "Stacking up the ladder: A panel data analysis of Tanzanian household energy choices," World Development, Elsevier, vol. 115(C), pages 222-235.
    5. 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.
    6. Kojo Sarfo Gyamfi & Elena Gaura & James Brusey & Alessandro Bezerra Trindade & Nandor Verba, 2020. "Understanding Household Fuel Choice Behaviour in the Amazonas State, Brazil: Effects of Validation and Feature Selection," Energies, MDPI, vol. 13(15), pages 1-21, July.
    7. Gebru, Bahre & Elofsson, Katarina, 2023. "The role of forest status in households’ fuel choice in Uganda," Energy Policy, Elsevier, vol. 173(C).
    8. Kuo, Ying-Min & Azam, Mehtabul, 2019. "Household Cooking Fuel Choice in India, 2004-2012: A Panel Multinomial Analysis," IZA Discussion Papers 12682, Institute of Labor Economics (IZA).
    9. 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.
    10. Gelo, Dambala & Kollamparambil, Umakrishnan & Jeuland, Marc, 2023. "The causal effect of income on household energy transition: Evidence from old age pension eligibility in South Africa," Energy Economics, Elsevier, vol. 119(C).
    11. Kowsari, Reza & Zerriffi, Hisham, 2011. "Three dimensional energy profile:," Energy Policy, Elsevier, vol. 39(12), pages 7505-7517.
    12. 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).
    13. Wassie, Yibeltal T. & Rannestad, Meley M. & Adaramola, Muyiwa S., 2021. "Determinants of household energy choices in rural sub-Saharan Africa: An example from southern Ethiopia," Energy, Elsevier, vol. 221(C).
    14. Jack Gregory & David I. Stern, 2012. "Fuel Choices in Rural Maharashtra," CCEP Working Papers 1207, Centre for Climate & Energy Policy, Crawford School of Public Policy, The Australian National University.
    15. 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.
    16. Kapsalyamova, Zhanna & Mishra, Ranjeeta & Kerimray, Aiymgul & Karymshakov, Kamalbek & Azhgaliyeva, Dina, 2021. "Why Is Energy Access Not Enough for Choosing Clean Cooking Fuels? Sustainable Development Goals and Beyond," ADBI Working Papers 1234, Asian Development Bank Institute.
    17. Gebreegziabher, Zenebe & Mekonnen, Alemu & Kassie, Menale & Köhlin, Gunnar, 2012. "Urban energy transition and technology adoption: The case of Tigrai, northern Ethiopia," Energy Economics, Elsevier, vol. 34(2), pages 410-418.
    18. Maheshwar Giri & Binoy Goswami, 2017. "Determinants of households’ choice of energy for lighting in Nepal," Economics and Business Letters, Oviedo University Press, vol. 6(2), pages 42-47.
    19. Rahul Ranjan & Sudershan Singh, 2023. "Switching Towards LPG: Indian Household Perspectives," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(2), pages 417-435, June.
    20. Lee, Soo Min & Kim, Yeon-Su & Jaung, Wanggi & Latifah, Sitti & Afifi, Mansur & Fisher, Larry A., 2015. "Forests, fuelwood and livelihoods—energy transition patterns in eastern Indonesia," Energy Policy, Elsevier, vol. 85(C), pages 61-70.

    More about this item

    Keywords

    Energy; Pakistan; Household fuel choice; Clean fuels; Energy ladder; Energy stacking; Energy transition index;
    All these keywords.

    JEL classification:

    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q2 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • N5 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries

    Statistics

    Access and download statistics

    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:spr:endesu:v:25:y:2023:i:7:d:10.1007_s10668-022-02312-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.