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Energy transition, poverty and inequality in Vietnam

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  • Nguyen, Trung Thanh
  • Nguyen, Thanh-Tung
  • Hoang, Viet-Ngu
  • Wilson, Clevo
  • Managi, Shunsuke

Abstract

This paper investigates energy transition, energy poverty and energy inequality in Vietnam employing a longitudinal dataset of a nationally representative household survey. We use the data on residential energy expenditure of more than 9,000 households over the period 2004–2016. We find a transition from traditional energy to modern energy but this transition varies across regions, between ethnic and welfare groups and between rural and urban population. The poor and ethnic minority households still rely heavily on traditional energy sources such as coal and biomass to meet their energy demands. Electricity poverty has decreased but energy-cost poverty has increased. In addition, energy inequality tends to decrease at a more significant rate than income and consumption inequalities. We propose a national program for energy poverty alleviation be established to devise policies to lower households’ energy costs. Further assistance to the poor and ethnic minority households is also recommended so that they can afford a higher level of electricity consumption.

Suggested Citation

  • Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2019. "Energy transition, poverty and inequality in Vietnam," Energy Policy, Elsevier, vol. 132(C), pages 536-548.
  • Handle: RePEc:eee:enepol:v:132:y:2019:i:c:p:536-548
    DOI: 10.1016/j.enpol.2019.06.001
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    as
    1. Bridge, Brandon A. & Adhikari, Dadhi & Fontenla, Matías, 2016. "Household-level effects of electricity on income," Energy Economics, Elsevier, vol. 58(C), pages 222-228.
    2. repec:zbw:rwirep:0542 is not listed on IDEAS
    3. González-Eguino, Mikel, 2015. "Energy poverty: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 377-385.
    4. Karimu, Amin & Mensah, Justice Tei & Adu, George, 2016. "Who Adopts LPG as the Main Cooking Fuel and Why? Empirical Evidence on Ghana Based on National Survey," World Development, Elsevier, vol. 85(C), pages 43-57.
    5. 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.
    6. 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.
    7. 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.
    8. Zheng, Xinye & Wei, Chu & Qin, Ping & Guo, Jin & Yu, Yihua & Song, Feng & Chen, Zhanming, 2014. "Characteristics of residential energy consumption in China: Findings from a household survey," Energy Policy, Elsevier, vol. 75(C), pages 126-135.
    9. Joyeux, Roselyne & Ripple, Ronald D., 2007. "Household energy consumption versus income and relative standard of living: A panel approach," Energy Policy, Elsevier, vol. 35(1), pages 50-60, January.
    10. Grubler, Arnulf, 2012. "Energy transitions research: Insights and cautionary tales," Energy Policy, Elsevier, vol. 50(C), pages 8-16.
    11. Halkos, George, 2017. "Global Energy and Sustainable Development: Introduction," MPRA Paper 81967, University Library of Munich, Germany.
    12. 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.
    13. Manuel Frondel & Stephan Sommer & Colin Vance, 2015. "The burden of Germanyùs energy transition: An empirical analysis of distributional effects," Economic Analysis and Policy, Elsevier, vol. 45(c), pages 89-99.
    14. Ekholm, Tommi & Krey, Volker & Pachauri, Shonali & Riahi, Keywan, 2010. "Determinants of household energy consumption in India," Energy Policy, Elsevier, vol. 38(10), pages 5696-5707, October.
    15. Okushima, Shinichiro, 2016. "Measuring energy poverty in Japan, 2004–2013," Energy Policy, Elsevier, vol. 98(C), pages 557-564.
    16. Grote, U. & Nguyen, T.T., 2018. "Natural resource extraction and household welfare in rural Laos," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277061, International Association of Agricultural Economists.
    17. Fabbri, Kristian, 2015. "Building and fuel poverty, an index to measure fuel poverty: An Italian case study," Energy, Elsevier, vol. 89(C), pages 244-258.
    18. Gales, Ben & Kander, Astrid & Malanima, Paolo & Rubio, Mar, 2007. "North versus South: Energy transition and energy intensity in Europe over 200 years," European Review of Economic History, Cambridge University Press, vol. 11(2), pages 219-253, August.
    19. Dwayne Benjamin & Loren Brandt & Brian McCaig, 2017. "Growth with equity: income inequality in Vietnam, 2002–14," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(1), pages 25-46, March.
    20. Khandker, Shahidur R. & Barnes, Douglas F. & Samad, Hussain A., 2012. "Are the energy poor also income poor? Evidence from India," Energy Policy, Elsevier, vol. 47(C), pages 1-12.
    21. Shimei Wu & Xinye Zheng & Chu Wei, 2017. "Measurement of inequality using household energy consumption data in rural China," Nature Energy, Nature, vol. 2(10), pages 795-803, October.
    22. Kaygusuz, Kamil, 2012. "Energy for sustainable development: A case of developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1116-1126.
    23. Fouquet, Roger, 2010. "The slow search for solutions: Lessons from historical energy transitions by sector and service," Energy Policy, Elsevier, vol. 38(11), pages 6586-6596, November.
    24. Nguyen, Trung Thanh & Nguyen, Loc Duc & Lippe, Rattiya Suddeephong & Grote, Ulrike, 2017. "Determinants of Farmers’ Land Use Decision-Making: Comparative Evidence From Thailand and Vietnam," World Development, Elsevier, vol. 89(C), pages 199-213.
    25. Mensah, Justice Tei & Adu, George, 2015. "An empirical analysis of household energy choice in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1402-1411.
    26. Huy, Hoang Trieu & Nguyen, Trung Thanh, 2019. "Cropland rental market and farm technical efficiency in rural Vietnam," Land Use Policy, Elsevier, vol. 81(C), pages 408-423.
    27. Jacobson, Arne & Milman, Anita D. & Kammen, Daniel M., 2005. "Letting the (energy) Gini out of the bottle: Lorenz curves of cumulative electricity consumption and Gini coefficients as metrics of energy distribution and equity," Energy Policy, Elsevier, vol. 33(14), pages 1825-1832, September.
    28. Sugiawan, Yogi & Managi, Shunsuke, 2019. "New evidence of energy-growth nexus from inclusive wealth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 40-48.
    29. Pollitt, Michael G., 2012. "The role of policy in energy transitions: Lessons from the energy liberalisation era," Energy Policy, Elsevier, vol. 50(C), pages 128-137.
    30. John Hills, 2012. "Final report of the Hills Independent Fuel Poverty Review: Getting the Measure of Fuel Poverty," CASE Reports casereport72, Centre for Analysis of Social Exclusion, LSE.
    31. 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.
    32. Trung Thanh Nguyen, 2012. "Land Reform and Farm Production in the Northern Uplands of Vietnam," Asian Economic Journal, East Asian Economic Association, vol. 26(1), pages 43-61, March.
    33. Kern, Florian & Smith, Adrian, 2008. "Restructuring energy systems for sustainability? Energy transition policy in the Netherlands," Energy Policy, Elsevier, vol. 36(11), pages 4093-4103, November.
    34. Minh Do, Tien & Sharma, Deepak, 2011. "Vietnam's energy sector: A review of current energy policies and strategies," Energy Policy, Elsevier, vol. 39(10), pages 5770-5777, October.
    35. Rahut, Dil Bahadur & Das, Sukanya & De Groote, Hugo & Behera, Bhagirath, 2014. "Determinants of household energy use in Bhutan," Energy, Elsevier, vol. 69(C), pages 661-672.
    36. George Halkos & Nickolaos Tzeremes & Panayiotis Tzeremes, 2015. "A nonparametric approach for evaluating long-term energy policy scenarios: an application to the Greek energy system," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 4(1), pages 1-14, December.
    37. Liddell, Christine & Morris, Chris & McKenzie, S.J.P. & Rae, Gordon, 2012. "Measuring and monitoring fuel poverty in the UK: National and regional perspectives," Energy Policy, Elsevier, vol. 49(C), pages 27-32.
    38. Jingchao, Zhang & Kotani, Koji & Saijo, Tatsuyoshi, 2019. "Low-quality or high-quality coal? Household energy choice in rural Beijing," Energy Economics, Elsevier, vol. 78(C), pages 81-90.
    39. Bouzarovski, Stefan & Petrova, Saska & Sarlamanov, Robert, 2012. "Energy poverty policies in the EU: A critical perspective," Energy Policy, Elsevier, vol. 49(C), pages 76-82.
    40. Soile, Ismail & Mu, Xiaoyi, 2015. "Who benefit most from fuel subsidies? Evidence from Nigeria," Energy Policy, Elsevier, vol. 87(C), pages 314-324.
    41. Pachauri, Shonali & Jiang, Leiwen, 2008. "The household energy transition in India and China," Energy Policy, Elsevier, vol. 36(11), pages 4022-4035, November.
    42. Barnes, Douglas F. & Khandker, Shahidur R. & Samad, Hussain A., 2011. "Energy poverty in rural Bangladesh," Energy Policy, Elsevier, vol. 39(2), pages 894-904, February.
    43. Strunz, Sebastian, 2014. "The German energy transition as a regime shift," Ecological Economics, Elsevier, vol. 100(C), pages 150-158.
    44. Wickramasinghe, Anoja, 2011. "Energy access and transition to cleaner cooking fuels and technologies in Sri Lanka: Issues and policy limitations," Energy Policy, Elsevier, vol. 39(12), pages 7567-7574.
    45. World Bank, 2012. "Well Begun, Not Yet Done : Vietnam's Remarkable Progress on Poverty Reduction and the Emerging Challenges," World Bank Publications - Reports 12326, The World Bank Group.
    46. Shahidur R. Khandker & Douglas F. Barnes & Hussain A. Samad, 2013. "Welfare Impacts of Rural Electrification: A Panel Data Analysis from Vietnam," Economic Development and Cultural Change, University of Chicago Press, vol. 61(3), pages 659-692.
    47. Le, Thai-Ha & Tran-Nam, Binh, 2018. "Relative costs and FDI: Why did Vietnam forge so far ahead?," Economic Analysis and Policy, Elsevier, vol. 59(C), pages 1-13.
    48. Bridge, Gavin & Bouzarovski, Stefan & Bradshaw, Michael & Eyre, Nick, 2013. "Geographies of energy transition: Space, place and the low-carbon economy," Energy Policy, Elsevier, vol. 53(C), pages 331-340.
    49. Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2019. "Nonfarm employment and household food security: evidence from panel data for rural Cambodia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(3), pages 703-718, June.
    50. Solomon, Barry D. & Krishna, Karthik, 2011. "The coming sustainable energy transition: History, strategies, and outlook," Energy Policy, Elsevier, vol. 39(11), pages 7422-7431.
    51. Sokona, Youba & Mulugetta, Yacob & Gujba, Haruna, 2012. "Widening energy access in Africa: Towards energy transition," Energy Policy, Elsevier, vol. 47(S1), pages 3-10.
    52. Yuan, Xueliang & Zuo, Jian, 2011. "Transition to low carbon energy policies in China--from the Five-Year Plan perspective," Energy Policy, Elsevier, vol. 39(6), pages 3855-3859, June.
    53. Coelho, Suani T. & Goldemberg, José, 2013. "Energy access: Lessons learned in Brazil and perspectives for replication in other developing countries," Energy Policy, Elsevier, vol. 61(C), pages 1088-1096.
    54. Hake, Jürgen-Friedrich & Fischer, Wolfgang & Venghaus, Sandra & Weckenbrock, Christoph, 2015. "The German Energiewende – History and status quo," Energy, Elsevier, vol. 92(P3), pages 532-546.
    55. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985, December.
    56. Truong Lam Do & Trung Thanh Nguyen & Ulrike Grote, 2019. "Livestock Production, Rural Poverty, and Perceived Shocks: Evidence from Panel Data for Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 55(1), pages 99-119, January.
    57. Han, Hongyun & Wu, Shu & Zhang, Zhijian, 2018. "Factors underlying rural household energy transition: A case study of China," Energy Policy, Elsevier, vol. 114(C), pages 234-244.
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    23. Thanh-Tung Nguyen & Trung Thanh Nguyen & Ulrike Grote, 2020. "Weather shocks, credit and production efficiency of rice farmers in Vietnam," TVSEP Working Papers wp-017, Leibniz Universitaet Hannover, Institute of Development and Agricultural Economics, Project TVSEP.
    24. Cong Khai Dinh & Quang Thanh Ngo & Trung Thanh Nguyen, 2021. "Medium- and High-Tech Export and Renewable Energy Consumption: Non-Linear Evidence from the ASEAN Countries," Energies, MDPI, vol. 14(15), pages 1-16, July.

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