Determinants of Household Energy Poverty Status in Eastern Indonesia: A Multinomial Logistic Regression Analysis

Authors

  • Tri Lestari Universitas Tidar
  • Geffanio Ardasya W. Risqilla
  • Fansza A. Garin
  • Jihad Lukis Panjawa
  • Fitrah Sari Islami

DOI:

https://doi.org/10.24269/ekuilibrium.v20i2.2025.pp424-440

Keywords:

Energy Poverty, Multinomial Logit, Eastern Region of Indonesia

Abstract

Energy poverty is a complex, multidimensional issue that can hinder sustainable development in many developing nations, including Indonesia. Although the national electrification ratio has improved, gaps in energy access remain, particularly in eastern regions with limited infrastructure. Most prior studies have focused on national trends or developed areas, often relying on single indicators, leaving little detailed analysis for eastern provinces using multidimensional measures and severity levels. This study examines factors influencing household energy poverty in Papua Pegunungan, Papua Tengah, Papua Selatan, and Nusa Tenggara Timur. Data come from the March 2024 Susenas survey, covering 22,989 households. Energy poverty is classified into three levels, and multinomial logistic regression is applied to assess how household characteristics affect the probability of belonging to each level. Findings show that housing size, settlement type (rural/urban), household head’s age, and non-food spending significantly affect energy poverty status. In contrast, education, household size, and household head’s sex have no significant effect. These results point to the need for policies that expand equitable energy infrastructure, improve housing conditions, and ensure affordable, adequate energy access across eastern Indonesia.

References

Abbas, K., Li, S., Xu, D., Baz, K., & Rakhmetova, A. (2020). Do socioeconomic factors determine household multidimensional energy poverty? Empirical evidence from South Asia. Energy Policy, 146, 111754. https://doi.org/10.1016/j.enpol.2020.111754

Acharya, R. H., & Sadath, A. C. (2019). Energy poverty and economic development: Household-level evidence from India. Energy and Buildings, 183, 785–791. https://doi.org/10.1016/j.enbuild.2018.11.047

Adamu, M. B., Adamu, H., Ade, S. M., & Akeh, G. I. (2020). Household energy consumption in Nigeria: A review on the applicability of the energy ladder model. Journal of Applied Sciences and Environmental Management, 24(2), 237–244. https://doi.org/10.4314/jasem.v24i2.7

Akpandjar, G., & Kitchens, C. (2017). From darkness to light: The effect of electrification in Ghana, 2000–2010. Economic Development and Cultural Change, 66(1), 31–54. https://doi.org/10.1086/693707

Akter, T., & Alam, B. M. (2024). Travel mode choice behavior analysis using multinomial logit models towards creating sustainable college campus: a case study of the University of Toledo, Ohio. Frontiers in Future Transportation, 5, 1–17. https://doi.org/10.3389/ffutr.2024.1389614

Apergis, N., & Garcia, C. (2019). Environmentalism in the EU-28 context: the impact of governance quality on environmental energy efficiency. Environmental Science and Pollution Research International, Vol. 26, pp. 37012–37025. https://doi.org/10.1007/s11356-019-06600-1

Aristondo, O., & Onaindia, E. (2018). Counting energy poverty in Spain between 2004 and 2015. Energy Policy, 113, 420–429. https://doi.org/10.1016/j.enpol.2017.11.027

Ashagidigbi, W. M., Babatunde, B. A., Ogunniyi, A. I., Olagunju, K. O., & Omotayo, A. O. (2020). Estimation and determinants of multidimensional energy poverty among households in Nigeria. Sustainability (Switzerland), 12(18), 7332. https://doi.org/10.3390/SU12187332

Ashena, M., & Shahpari, G. (2025). Energy poverty and developments in finance, economic complexity and economic conditions. International Journal of Energy Sector Management, 19(1), 201–219. https://doi.org/10.1108/IJESM-03-2024-0031

Boing, A. C., Bertoldi, A. D., Posenato, L. G., & Peres, K. G. (2014). The influence of health expenditures on household impoverishment in Brazil. Revista de Saúde Pública, 48(5), 797–807. https://doi.org/10.1590/S0034-8910.2014048005113

Bouzarovski, S., & Petrova, S. (2015). A global perspective on domestic energy deprivation: Overcoming the energy poverty–fuel poverty binary. Energy Research & Social Science, 10, 31–40. https://doi.org/10.1016/j.erss.2015.06.007

Cahyani, A. D., Nachrowi, N. D., Hartono, D., & Widyawati, D. (2022). Between insufficiency and efficiency: Unraveling households’ electricity usage characteristics of urban and rural Indonesia. Energy for Sustainable Development, 69, 103–117. https://doi.org/10.1016/J.ESD.2022.06.005

Chen, J. J., & Pitt, M. M. (2017). Sources of change in the demand for energy by Indonesian households: 1980–2002. Energy Economics, 61, 147–161. https://doi.org/10.1016/j.eneco.2016.10.025

Chen, K., & Feng, C. (2022). Linking housing conditions and energy poverty: From a perspective of household energy self-restriction. International Journal of Environmental Research and Public Health, 19(14), 8254. https://doi.org/10.3390/ijerph19148254

Cornieti, & Isabelle, S. M. (2023). Indonesia sustainable least-cost electrification-1 (ISLE-1). Indonesia.

Crentsil, A. O., Asuman, D., & Fenny, A. P. (2019). Assessing the determinants and drivers of multidimensional energy poverty in Ghana. Energy Policy, 133, 110884. https://doi.org/10.1016/j.enpol.2019.110884

Dokupilová, D., Stojilovska, A., Palma, P., Gouveia, J. P., Paschalidou, E. G., Barrella, R., … Hamed, T. A. (2024). Exploring energy poverty in urban and rural contexts in the era of climate change: A comparative analysis of European Countries and Israel. Energies, 17(12), 2939. https://doi.org/10.3390/en17122939

Drescher, K., & Janzen, B. (2021). Determinants, persistence, and dynamics of energy poverty: An empirical assessment using German household survey data. Energy Economics, 102, 105433. https://doi.org/10.1016/j.eneco.2021.105433

du Plessis, E. (2022). Multinomial modeling methods: Predicting four decades of international banking crises. Economic Systems, 46(2), 100979. https://doi.org/https://doi.org/10.1016/j.ecosys.2022.100979

Gafa, D. W., & Egbendewe, A. Y. G. (2021). Energy poverty in rural West Africa and its determinants: Evidence from Senegal and Togo. Energy Policy, 156, 112476. https://doi.org/10.1016/j.enpol.2021.112476

Haidar, H. M., Butler, J. W., Lotfi, S., Vo, A.-D. D., Gogolek, P., & McAuley, K. (2025). Modeling of a heat-integrated biomass downdraft gasifier: Estimating key model parameters using experimental data. Energy Conversion and Management, 325, 119372. https://doi.org/10.1016/j.enconman.2024.119372

Hartono, D., Hastuti, S. H., Balya, A. A., & Pramono, W. (2020). Modern energy consumption in Indonesia: Assessment for accessibility and affordability. Energy for Sustainable Development, 57, 57–68. https://doi.org/10.1016/j.esd.2020.05.002

Hasibuan, D. Y., & Nasrudin, R. (2022). Where do energy-poor households live? Empirical evidence from Indonesia. JEJAK, 15(1), 102–113. https://doi.org/10.15294/jejak.v15i1.31290

Heltberg, R. (2004). Fuel switching: Evidence from eight developing countries. Energy Economics, 26(5), 869–887. https://doi.org/10.1016/j.eneco.2004.04.018

Husnah, N., Arafah, W., Santosa, B., & Nindita Radyati, M. R. (2022). Energy policies for poverty alleviation towards sustainable development goals in Indonesia. Journal of Sustainable Development Issues, 1(2), 1–17. https://doi.org/10.56282/jsdi.v1i2.146

IEA. (2017). Energy access outlook 2017. Paris. https://doi.org/10.1787/9789264285569-en

IEA. (2024). Tracking SDG7: The energy progress report 2024. Washington DC.

Indriany, S., Widyantoro, A., & W, I. W. (2019). Analisis pemilihan moda dengan model multinomial logit untuk perjalanan kerja dari Kota Tangerang Selatan-Dki Jakarta. Portal: Jurnal Teknik Sipil, 10(1), 24. https://doi.org/10.30811/portal.v10i1.972

Jiang, L., Shi, X., Feng, T., & Yan, M. (2024). Age-driven energy poverty in urban household: Evidence from Guangzhou in China. Energy for Sustainable Development, 78, 101369. https://doi.org/10.1016/j.esd.2023.101369

Kalonde, P. K., Austin, A. C., Mandevu, T., Banda, P. J., Banda, A., Stanton, M. C., & Zhou, M. (2023). Determinants of household waste disposal practices and implications for practical community interventions: lessons from Lilongwe. Environmental Research: Infrastructure and Sustainability, 3(1), 011003. https://doi.org/10.1088/2634-4505/acbcec

Khanna, R. A., Li, Y., Mhaisalkar, S., Kumar, M., & Liang, L. J. (2019). Comprehensive energy poverty index: Measuring energy poverty and identifying micro-level solutions in South and Southeast Asia. Energy Policy, 132, 379–391. https://doi.org/10.1016/j.enpol.2019.05.034

Krisianto, A. (2018). Dampak Elektrifikasi Terhadap Pengeluaran Rumah Tangga di Kepulauan Seribu, Jakarta. Jurnal Ekonomi Kuantitatif Terapan, 11(2), 164–173.

Kuhe, A., & Bisu, D. Y. (2019). Influence of situational factors on household’s energy consumption behaviour. International Journal of Energy Sector Management, 14(2), 389–407. https://doi.org/10.1108/IJESM-03-2019-0017

Lehtonen, O., Hiltunen, A. P., Okkonen, L., & Blomqvist, K. (2024). Emerging spatial clusters of energy poverty vulnerability in rural Finland—Byproducts of accumulated regional development. Energy Research and Social Science, 109, 103418. https://doi.org/10.1016/j.erss.2024.103418

Li, Y., Xu, Y., & Sun, W. (2024). Does household electrification alleviate energy poverty? Empirical evidence from China. Energy, 313, 133983. https://doi.org/10.1016/j.energy.2024.133983

Ma, J., & Njangang, H. (2025). The effect of gender inequality in internet access on energy poverty: A preliminary investigation in developing countries. Telecommunications Policy, 102959. https://doi.org/10.1016/j.telpol.2025.102959

Malik, M. Z., Noureen, T., Mehmood, A., & Ghauri, A. (2024). Household energy poverty in the context of socioeconomic status and area of residence: A comparison of Central and Southern Punjab. IRASD Journal of Economics, 6(3), 677–693. https://doi.org/10.52131/joe.2024.0603.0232`677

Manasi, B., & Mukhopadhyay, J. P. (2024). Definition, measurement and determinants of energy poverty: Empirical evidence from Indian households. Energy for Sustainable Development, 79, 101383. https://doi.org/10.1016/j.esd.2024.101383

Maniriho, A. (2024). Examining the effects of wealth, education, and household location on clean cooking energy poverty among rural households in Rwanda. Journal of Poverty, 1–28. https://doi.org/10.1080/10875549.2024.2379782

Masera, O. R., Saatkamp, B. D., & Kammen, D. M. (2000). From linear fuel switching to multiple cooking strategies: A critique and alternative to the energy ladder model. World Development, 28(12), 2083–2103. https://doi.org/10.1016/S0305-750X(00)00076-0

Middlemiss, L., & Gillard, R. (2015). Fuel poverty from the bottom-up: Characterising household energy vulnerability through the lived experience of the fuel poor. Energy Research & Social Science, 6, 146–154. https://doi.org/10.1016/j.erss.2015.02.001

Moniruzzaman, M., & Day, R. (2020). Gendered energy poverty and energy justice in rural Bangladesh. Energy Policy, 144, 111554. https://doi.org/10.1016/j.enpol.2020.111554

Nibbering, D. (2024). A high-dimensional multinomial logit model. Journal of Applied Econometrics, 39(3), 481–497. https://doi.org/10.1002/jae.3034

Ogwumike, F. O., & Ozughalu, U. M. (2016). Analysis of energy poverty and its implications for sustainable development in Nigeria. Environment and Development Economics, 21(3), 273–290. https://doi.org/10.1017/S1355770X15000236

Okyere, M. A., & Lin, B. (2023). Invisible among the vulnerable: a nuanced perspective of energy poverty at the intersection of gender and disability in South Africa. Humanities and Social Sciences Communications, 10(1), 227. https://doi.org/10.1057/s41599-023-01604-2

Olaide, A., Akande, S. O., Sanusi, A., & Mohammed, N. (2018). Determinant of energy poverty in Rafi Local Government Area Of Niger State, Nigeria. International Journal of Innovative Research and Advanced Studies (IJIRAS), (1), 213.

Piekut, M. (2021). Between poverty and energy satisfaction in polish households run by people aged 60 and older. Energies, 14(19), 6032. https://doi.org/10.3390/en14196032

Ray, M., & Chakraborty, B. (2019). Impact of evolving technology on collaborative energy access scaling. Renewable and Sustainable Energy Reviews, 110, 13–27. https://doi.org/10.1016/j.rser.2019.04.051

Riva, M., Kingunza Makasi, S., O’Sullivan, K. C., Das, R. R., Dufresne, P., Kaiser, D., & Breau, S. (2023). Energy poverty: an overlooked determinant of health and climate resilience in Canada. Canadian Journal of Public Health, 114(3), 422–431. https://doi.org/10.17269/s41997-023-00741-0

Sambodo, M. T., & Novandra, R. (2019). The state of energy poverty in Indonesia and its impact on welfare. Energy Policy, 132, 113–121. https://doi.org/10.1016/j.enpol.2019.05.029

Saputri, N. K., Setyonugroho, L. D., & Hartono, D. (2024). Exploring the determinants of energy poverty in Indonesia’s households: empirical evidence from the 2015–2019 SUSENAS. Humanities and Social Sciences Communications, 11(1), 60. https://doi.org/10.1057/s41599-023-02514-z

Septiani, Y., Sugiharti, R. R., Panjawa, J. L., & Izati, I. H. N. (2023). Household energy poverty: Evidence from a large-scale longitudinal survey. Economics Development Analysis Journal, 12(4), 548–562. https://doi.org/https://doi.org/10.15294/edaj.v12i4.74534

Shah, S. K. (2020). Multinomial logistic regression model to identify factors associated with food insecurity in rural households in Nepal. Nepalese Journal of Statistics, 4, 17–32. https://doi.org/10.3126/njs.v4i0.33448

Shareef, A. A., Ajeel, S. M., & Hashem, H. A. (2024). Utilizing multinomial logistic regression for determining the factors influenching blood pressure. Science Journal of University of Zakho, 12(3), 367–374. https://doi.org/10.25271/sjuoz.2024.12.3.1322

Sharma, S. V., Han, P., & Sharma, V. K. (2019). Socio-economic determinants of energy poverty amongst Indian households: A case study of Mumbai. Energy Policy, 132, 1184–1190. https://doi.org/10.1016/j.enpol.2019.06.068

Shen, B., Ma, W., & Li, J. (2025). Role of gender in determining energy poverty, clean energy access, and energy expenditure: Insights from rural China. Energy Economics, 144, 108369. https://doi.org/10.1016/j.eneco.2025.108369

Siksnelyte-Butkiene, I., Streimikiene, D., Lekavicius, V., & Balezentis, T. (2021). Energy poverty indicators: A systematic literature review and comprehensive analysis of integrity. Sustainable Cities and Society, 67, 102756. https://doi.org/10.1016/j.scs.2021.102756

Simcock, N., Jenkins, K. E. H., Lacey-Barnacle, M., Martiskainen, M., Mattioli, G., & Hopkins, D. (2021). Identifying double energy vulnerability: A systematic and narrative review of groups at-risk of energy and transport poverty in the global north. Energy Research & Social Science, 82, 102351. https://doi.org/10.1016/j.erss.2021.102351

Taye, A., Assefa, E., & Simane, B. (2024). Analysis of practices and factors of solid waste management among urban households of Addis Ababa city, Ethiopia. Environmental Challenges, 14, 100811. https://doi.org/10.1016/j.envc.2023.100811

Treiber, M. U., Grimsby, L. K., & Aune, J. B. (2015). Reducing energy poverty through increasing choice of fuels and stoves in Kenya: Complementing the multiple fuel model. Energy for Sustainable Development, 27, 54–62. https://doi.org/10.1016/j.esd.2015.04.004

van der Kroon, B., Brouwer, R., & van Beukering, P. J. H. (2013). The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis. Renewable and Sustainable Energy Reviews, 20, 504–513. https://doi.org/10.1016/j.rser.2012.11.045

Wojewódzka-Wiewiórska, A., Dudek, H., & Ostasiewicz, K. (2024). Household energy poverty in European Union Countries: A comparative analysis based on objective and subjective indicators. Energies, 17(19), 4889. https://doi.org/10.3390/en17194889

Zahid, M. M., Noureen, T., Mehmood, A., & Ghauri, A. (2024). Household energy poverty in the context of socioeconomic status and area of residence: A comparison of Central and Southern Punjab. IRASD Journal of Economics, 6(3), 677–693. https://doi.org/10.52131/joe.2024.0603.0232`677

Zetara, & Hartono, D. (2024). Energy poverty and subjective wellbeing: Empirical analysis in Indonesia. Jurnal Ekonomi Pembangunan, 21(2), 109–124. https://doi.org/10.29259/jep.v21i2.22576

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2025-09-20

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Lestari, T., W. Risqilla, G. A., A. Garin, F., Panjawa, J. L., & Islami, F. S. (2025). Determinants of Household Energy Poverty Status in Eastern Indonesia: A Multinomial Logistic Regression Analysis. Ekuilibrium : Jurnal Ilmiah Bidang Ilmu Ekonomi, 20(2), 424–440. https://doi.org/10.24269/ekuilibrium.v20i2.2025.pp424-440

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