Enduring Inequalities: Analyzing Energy Poverty Inertia Across K-Means Clusters
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- Igawa, Moegi & Managi, Shunsuke, 2022. "Energy poverty and income inequality: An economic analysis of 37 countries," Applied Energy, Elsevier, vol. 306(PB).
- Prakash, Kushneel & Awaworyi Churchill, Sefa & Smyth, Russell, 2022.
"Are you puffing your Children's future away? Energy poverty and childhood exposure to passive smoking,"
Economic Modelling, Elsevier, vol. 114(C).
- Prakash, Kushneel & Churchill, Sefa Awaworyi & Smyth, Russell, 2022. "Are you Puffing your Children's Future Away? Energy Poverty and Childhood Exposure to Passive Smoking," GLO Discussion Paper Series 1075, Global Labor Organization (GLO).
- Sebastian Kripfganz & Claudia Schwarz, 2019.
"Estimation of linear dynamic panel data models with time‐invariant regressors,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 526-546, June.
- Kripfganz, Sebastian & Schwarz, Claudia, 2013. "Estimation of Linear Dynamic Panel Data Models with Time-Invariant Regressors," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79756, Verein für Socialpolitik / German Economic Association.
- Schwarz, Claudia & Kripfganz, Sebastian, 2015. "Estimation of linear dynamic panel data models with time-invariant regressors," Working Paper Series 1838, European Central Bank.
- Kripfganz, Sebastian & Schwarz, Claudia, 2013. "Estimation of linear dynamic panel data models with time-invariant regressors," Discussion Papers 25/2013, Deutsche Bundesbank.
- Burlinson, Andrew & Davillas, Apostolos & Giulietti, Monica & Price, Catherine Waddams, 2024. "Household energy price resilience in the face of gas and electricity market crises," Energy Economics, Elsevier, vol. 132(C).
- Rohan Best & Paul J. Burke, 2019. "Factors Contributing to Energy‐related Financial Stress in Australia," The Economic Record, The Economic Society of Australia, vol. 95(311), pages 462-479, December.
- Huang, Yatao & Jiao, Wenxian & Wang, Kang & Li, Erling & Yan, Yutong & Chen, Jingyang & Guo, Xuanxuan, 2022. "Examining the multidimensional energy poverty trap and its determinants: An empirical analysis at household and community levels in six provinces of China," Energy Policy, Elsevier, vol. 169(C).
- Kocak, Emrah & Ulug, Eyup Emre & Oralhan, Burcu, 2023. "The impact of electricity from renewable and non-renewable sources on energy poverty and greenhouse gas emissions (GHGs): Empirical evidence and policy implications," Energy, Elsevier, vol. 272(C).
- Zhang, Ziyu & Shu, Hongting & Yi, Hong & Wang, Xiaohua, 2021. "Household multidimensional energy poverty and its impacts on physical and mental health," Energy Policy, Elsevier, vol. 156(C).
- Koen Decancq & María Ana Lugo, 2013.
"Weights in Multidimensional Indices of Wellbeing: An Overview,"
Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
- Koen DECANCQ & María Ana LUGO, 2010. "Weights in multidimensional indices of well-being: an overview," Working Papers of Department of Economics, Leuven ces10.06, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
- DECANCQ, Koen & LUGO, Maria Ana, 2013. "Weights in multidimensional indices of wellbeing: an overview," LIDAM Reprints CORE 2493, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Kayalvily Tabianan & Shubashini Velu & Vinayakumar Ravi, 2022. "K-Means Clustering Approach for Intelligent Customer Segmentation Using Customer Purchase Behavior Data," Sustainability, MDPI, vol. 14(12), pages 1-15, June.
- Ben Cheikh, Nidhaleddine & Ben Zaied, Younes & Nguyen, Duc Khuong, 2023. "Understanding energy poverty drivers in Europe," Energy Policy, Elsevier, vol. 183(C).
- Khalid, Usman & Shafiullah, Muhammad & Chaudhry, Sajid M., 2024. "Does conflict aggravate energy poverty?," Energy Policy, Elsevier, vol. 194(C).
- Boţa-Avram, Cristina & Apostu, Simona Andreea & Ivan, Raluca & Achim, Monica Violeta, 2024. "Exploring the impact of macro-determinant factors on energy resource depletion: Evidence from a worldwide cross-country panel data analysis," Energy Economics, Elsevier, vol. 130(C).
- Gawusu, Sidique & Ahmed, Abubakari, 2024. "Analyzing variability in urban energy poverty: A stochastic modeling and Monte Carlo simulation approach," Energy, Elsevier, vol. 304(C).
- Banerjee, Rajabrata & Mishra, Vinod & Maruta, Admasu Asfaw, 2021. "Energy poverty, health and education outcomes: Evidence from the developing world," Energy Economics, Elsevier, vol. 101(C).
- Abbas, Khizar & Li, Shixiang & Xu, Deyi & Baz, Khan & Rakhmetova, Aigerim, 2020. "Do socioeconomic factors determine household multidimensional energy poverty? Empirical evidence from South Asia," Energy Policy, Elsevier, vol. 146(C).
- Sebastian Kripfganz, 2019.
"Generalized method of moments estimation of linear dynamic panel-data models,"
London Stata Conference 2019
17, Stata Users Group.
- Sebastian Kripfganz, 2020. "Generalized method of moments estimation of linear dynamic panel-data models," 2020 Stata Conference 14, Stata Users Group.
- Alem, Yonas & Demeke, Eyoual, 2020. "The persistence of energy poverty: A dynamic probit analysis," Energy Economics, Elsevier, vol. 90(C).
- Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Energy poverty and health: Panel data evidence from Australia," Energy Economics, Elsevier, vol. 97(C).
- Phoumin, Han & Kimura, Fukunari, 2019. "Cambodia's energy poverty and its effects on social wellbeing: Empirical evidence and policy implications," Energy Policy, Elsevier, vol. 132(C), pages 283-289.
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Messie Pondie, Thierry & Engwali, FON Dorothy & Ongo Nkoa, Bruno Emmanuel & Noubissi Domguia, Edmond, 2024. "Energy poverty and respiratory health in Sub-Saharan Africa: Effects and transmission channels," Energy, Elsevier, vol. 297(C).
- Spandagos, Constantine & Tovar Reaños, Miguel & Lynch, Muireann Á, 2023. "Energy poverty prediction and effective targeting for just transitions with machine learning," Papers WP762, Economic and Social Research Institute (ESRI).
- Spandagos, Constantine & Tovar Reaños, Miguel Angel & Lynch, Muireann Á., 2023. "Energy poverty prediction and effective targeting for just transitions with machine learning," Energy Economics, Elsevier, vol. 128(C).
- Fry, Jane M. & Farrell, Lisa & Temple, Jeromey B., 2022. "Energy poverty and retirement income sources in Australia," Energy Economics, Elsevier, vol. 106(C).
- Waddams Price, Catherine & Brazier, Karl & Wang, Wenjia, 2012. "Objective and subjective measures of fuel poverty," Energy Policy, Elsevier, vol. 49(C), pages 33-39.
- Alem, Yonas & Demeke, Eyoual, 2020. "The Persistence of Energy Poverty: A Dynamic Probit Analysis," EfD Discussion Paper 20-16, Environment for Development, University of Gothenburg.
- Bouzarovski, Stefan & Simcock, Neil, 2017. "Spatializing energy justice," Energy Policy, Elsevier, vol. 107(C), pages 640-648.
- Lee, Chien-Chiang & Zou, Jinyang, 2024. "Impacts of the energy transition on public health in the context of country risk: From an international perspective," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 873-895.
- Dalla Longa, Francesco & Sweerts, Bart & van der Zwaan, Bob, 2021. "Exploring the complex origins of energy poverty in The Netherlands with machine learning," Energy Policy, Elsevier, vol. 156(C).
- Crentsil, Aba Obrumah & Asuman, Derek & Fenny, Ama Pokuaa, 2019. "Assessing the determinants and drivers of multidimensional energy poverty in Ghana," Energy Policy, Elsevier, vol. 133(C).
- Lee, Chien-Chiang & Yuan, Zihao, 2024. "Impact of energy poverty on public health: A non-linear study from an international perspective," World Development, Elsevier, vol. 174(C).
- Lars Leszczensky & Tobias Wolbring, 2022. "How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study," Sociological Methods & Research, , vol. 51(2), pages 837-865, May.
- Drescher, Katharina & Janzen, Benedikt, 2021. "Determinants, persistence, and dynamics of energy poverty: An empirical assessment using German household survey data," Energy Economics, Elsevier, vol. 102(C).
- Sangeetha Chandrashekeran & Viktoria Noka & Stefan Bouzarovski, 2022. "Energy Poverty: Measurement and Governance in Europe and Lessons for Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 55(4), pages 491-502, December.
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More about this item
Keywords
energy poverty; state dependence; K-means clustering; Generalized Method of Moments;All these keywords.
JEL classification:
- Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
- I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
- C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ENE-2025-05-05 (Energy Economics)
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