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Uplifting India from severe energy poverty accounting for strong asymmetries: Do inclusive financial development, digitization and human capital help reduce the asymmetry?

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  • Jahanger, Atif
  • Hossain, Mohammad Razib
  • Awan, Ashar
  • Adebayo, Tomiwa Sunday

Abstract

Securing seamless access to power in emerging territories like India is a prerequisite for attaining steady-state economic development and enhancing societal upliftment. Therefore, policymakers and power stakeholders face the pressing need to identify new factors that can effectively alleviate energy poverty, particularly in the context of increasing financial globalization and digitization. While previous studies have examined the linear relationship between fuel poverty and its determinants, there is a lack of research focusing on the nonlinear association. The present work, therefore, explores the asymmetric consequences of financial development (FD), digitization, and human capital on fuel poverty in India while controlling for the consequences of economic growth (GDP), trade, and natural resource rent. To accomplish this, we adopt innovative methodologies, including Wavelet Quantile Correlation (WQC), Quantile-on-Quantile regression (QQR), and Quantile Causality (QC), leveraging data spanning from 1990Q1 to 2021Q4. The results from WQC and QQR approaches underscore that financial development, human capital, GDP, and digitization share a strong asymmetric association with energy poverty and that excessive financial development and digitization foster energy poverty issues in India. Human capital and trade do not help reduce energy poverty when energy poverty appears to be extreme. However, natural resources help reduce fuel poverty. Our findings corroborate that moderate financial development and digitization growth can help uplift India from this social crisis of fuel poverty. As such, Delhi should focus more on absorbing the negative spillovers induced by augmented financial development and digitization and control for other subsidiary elements that share close contact with financial development and digitization. Besides, Delhi must foster human capital development before the energy poverty issue peaks.

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  • Jahanger, Atif & Hossain, Mohammad Razib & Awan, Ashar & Adebayo, Tomiwa Sunday, 2024. "Uplifting India from severe energy poverty accounting for strong asymmetries: Do inclusive financial development, digitization and human capital help reduce the asymmetry?," Energy Economics, Elsevier, vol. 134(C).
  • Handle: RePEc:eee:eneeco:v:134:y:2024:i:c:s0140988324002767
    DOI: 10.1016/j.eneco.2024.107568
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    as
    1. Igawa, Moegi & Managi, Shunsuke, 2022. "Energy poverty and income inequality: An economic analysis of 37 countries," Applied Energy, Elsevier, vol. 306(PB).
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Rafi, Muhammed & Naseef, Mohemmad & Prasad, Salu, 2021. "Multidimensional energy poverty and human capital development: Empirical evidence from India," Energy Economics, Elsevier, vol. 101(C).
    4. Wang, Yao & Lin, Boqiang, 2022. "Can energy poverty be alleviated by targeting the low income? Constructing a multidimensional energy poverty index in China," Applied Energy, Elsevier, vol. 321(C).
    5. Bai, Rongjun & Liu, Yan, 2023. "Natural resources as a source of financing energy poverty reduction? Resources extraction perspective," Resources Policy, Elsevier, vol. 82(C).
    6. Wang, Hanjie & Maruejols, Lucie & Yu, Xiaohua, 2021. "Predicting energy poverty with combinations of remote-sensing and socioeconomic survey data in India: Evidence from machine learning," Energy Economics, Elsevier, vol. 102(C).
    7. Shahzad, Umer & Gupta, Mansi & Sharma, Gagan Deep & Rao, Amar & Chopra, Ritika, 2022. "Resolving energy poverty for social change: Research directions and agenda," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    8. Zhao, Jun & Dong, Kangyin & Dong, Xiucheng, 2024. "How does energy poverty eradication affect global carbon neutrality?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    9. Pachauri, Shonali & Spreng, Daniel, 2011. "Measuring and monitoring energy poverty," Energy Policy, Elsevier, vol. 39(12), pages 7497-7504.
    10. Zhao, Jun & Shahbaz, Muhammad & Dong, Kangyin, 2022. "How does energy poverty eradication promote green growth in China? The role of technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    11. Hossein Jalilian & Colin Kirkpatrick, 2005. "Does Financial Development Contribute to Poverty Reduction?," Journal of Development Studies, Taylor & Francis Journals, vol. 41(4), pages 636-656.
    12. Xiao, Zhijie, 2009. "Quantile cointegrating regression," Journal of Econometrics, Elsevier, vol. 150(2), pages 248-260, June.
    13. Awan, Ashar & Alnour, Mohammed & Jahanger, Atif & Onwe, Joshua Chukwuma, 2022. "Do technological innovation and urbanization mitigate carbon dioxide emissions from the transport sector?," Technology in Society, Elsevier, vol. 71(C).
    14. Peter J. Morgan, 2022. "Fintech and Financial Inclusion in Southeast Asia and India," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(2), pages 183-208, July.
    15. Biswas, Shreya & Das, Upasak, 2022. "Adding fuel to human capital: Exploring the educational effects of cooking fuel choice from rural India," Energy Economics, Elsevier, vol. 105(C).
    16. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    17. Ma, Rufei & Deng, Liqian & Ji, Qiang & Zhai, Pengxiang, 2022. "Environmental regulations, clean energy access, and household energy poverty: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    18. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    19. Apergis, Nicholas & Polemis, Michael & Soursou, Simeoni-Eleni, 2022. "Energy poverty and education: Fresh evidence from a panel of developing countries," Energy Economics, Elsevier, vol. 106(C).
    20. 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).
    21. Guodong Li & Yang Li & Chih-Ling Tsai, 2015. "Quantile Correlations and Quantile Autoregressive Modeling," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(509), pages 246-261, March.
    22. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "Does China's low-carbon city pilot intervention limit electricity consumption? An analysis of industrial energy efficiency using time-varying DID model," Energy Economics, Elsevier, vol. 121(C).
    23. Stefan Dercon, 2014. "Is Green Growth Good for the Poor?," The World Bank Research Observer, World Bank, vol. 29(2), pages 163-185.
    24. Wang, Wei & Xiao, Weiwei & Bai, Caiquan, 2022. "Can renewable energy technology innovation alleviate energy poverty? Perspective from the marketization level," Technology in Society, Elsevier, vol. 68(C).
    25. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    26. Halkos, George E. & Gkampoura, Eleni-Christina, 2021. "Evaluating the effect of economic crisis on energy poverty in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    27. Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Protestantism and energy poverty," Energy Economics, Elsevier, vol. 111(C).
    28. Wang, Ping & Han, Wei & Kumail Abbas Rizvi, Syed & Naqvi, Bushra, 2022. "Is Digital Adoption the way forward to Curb Energy Poverty?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    29. Munyanyi, Musharavati Ephraim & Awaworyi Churchill, Sefa, 2022. "Foreign aid and energy poverty: Sub-national evidence from Senegal," Energy Economics, Elsevier, vol. 108(C).
    30. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    31. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2023. "Human capital and energy consumption: Six centuries of evidence from the United Kingdom," Energy Economics, Elsevier, vol. 117(C).
    32. Fry, Jane M. & Farrell, Lisa & Temple, Jeromey B., 2022. "Energy poverty and retirement income sources in Australia," Energy Economics, Elsevier, vol. 106(C).
    33. Murshed, Muntasir & Ozturk, Ilhan, 2023. "Rethinking energy poverty reduction through improving electricity accessibility: A regional analysis on selected African nations," Energy, Elsevier, vol. 267(C).
    34. Danish, & Ulucak, Recep, 2021. "Renewable energy, technological innovation and the environment: A novel dynamic auto-regressive distributive lag simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    35. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Shahbaz, Muhammad, 2022. "Nexus between financial development and energy poverty in Latin America," Energy Policy, Elsevier, vol. 165(C).
    36. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    37. Kumar, Anoop S & Padakandla, Steven Raj, 2022. "Testing the safe-haven properties of gold and bitcoin in the backdrop of COVID-19: A wavelet quantile correlation approach," Finance Research Letters, Elsevier, vol. 47(PB).
    38. Gupta, Srishti & Gupta, Eshita & Sarangi, Gopal K., 2020. "Household Energy Poverty Index for India: An analysis of inter-state differences," Energy Policy, Elsevier, vol. 144(C).
    39. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    40. Khanna, Rupali A. & Li, Yanfei & Mhaisalkar, Subodh & Kumar, Mahesh & Liang, Lim Jia, 2019. "Comprehensive energy poverty index: Measuring energy poverty and identifying micro-level solutions in South and Southeast Asia," Energy Policy, Elsevier, vol. 132(C), pages 379-391.
    41. Anton, Sorin Gabriel & Afloarei Nucu, Anca Elena, 2020. "The effect of financial development on renewable energy consumption. A panel data approach," Renewable Energy, Elsevier, vol. 147(P1), pages 330-338.
    42. Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Local area crime and energy poverty," Energy Economics, Elsevier, vol. 114(C).
    43. Alvarado, Rafael & Murshed, Muntasir & Cifuentes-Faura, Javier & Işık, Cem & Razib Hossain, Mohammad & Tillaguango, Brayan, 2023. "Nexuses between rent of natural resources, economic complexity, and technological innovation: The roles of GDP, human capital and civil liberties," Resources Policy, Elsevier, vol. 85(PA).
    44. Nguyen, Canh Phuc & Su, Thanh Dinh, 2022. "The influences of government spending on energy poverty: Evidence from developing countries," Energy, Elsevier, vol. 238(PA).
    45. Mukhtarov, Shahriyar & Mikayilov, Jeyhun I., 2023. "Could financial development eliminate energy poverty through renewable energy in Poland?," Energy Policy, Elsevier, vol. 182(C).
    46. Wang, Xiong & Yang, Wanping & Ren, Xiaohang & Lu, Zudi, 2023. "Can financial inclusion affect energy poverty in China? Evidence from a spatial econometric analysis," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 255-269.
    47. Chien, Fengsheng & Sadiq, Muhammad & Li, Li & Sharif, Arshian, 2023. "The role of sustainable energy utility, natural resource utilization and waste management in reducing energy poverty: Evidence from South Asian countries," Utilities Policy, Elsevier, vol. 82(C).
    48. Bhattacharyya, Subhes C., 2006. "Energy access problem of the poor in India: Is rural electrification a remedy?," Energy Policy, Elsevier, vol. 34(18), pages 3387-3397, December.
    49. Lin, Boqiang & Okyere, Michael Adu, 2023. "Race and energy poverty: The moderating role of subsidies in South Africa," Energy Economics, Elsevier, vol. 117(C).
    50. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    51. Khan, Zeeshan & Hossain, Mohammad Razib & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Aggregate and disaggregate impact of natural resources on economic performance: Role of green growth and human capital," Resources Policy, Elsevier, vol. 80(C).
    52. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    53. World Bank, 2018. "Poverty and Shared Prosperity 2018 [Rapport 2018 sur la pauvreté et la prospérité partagée]," World Bank Publications - Books, The World Bank Group, number 30418.
    54. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan & Chang, Yu-Fang, 2022. "The impact of renewable energy technology innovation on energy poverty: Does climate risk matter?," Energy Economics, Elsevier, vol. 116(C).
    55. Abbas, Khizar & Xie, Xiaoqing & Xu, Deyi & Butt, Khalid Manzoor, 2021. "Assessing an empirical relationship between energy poverty and domestic health issues: A multidimensional approach," Energy, Elsevier, vol. 221(C).
    56. Goh, Lim Thye & Law, Siong Hook, 2023. "The crime rate of five Latin American countries: Does income inequality matter?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 745-763.
    57. Zhang, Dayong & Li, Jiajia & Han, Phoumin, 2019. "A multidimensional measure of energy poverty in China and its impacts on health: An empirical study based on the China family panel studies," Energy Policy, Elsevier, vol. 131(C), pages 72-81.
    58. Moniruzzaman, Md & Day, Rosie, 2020. "Gendered energy poverty and energy justice in rural Bangladesh," Energy Policy, Elsevier, vol. 144(C).
    59. Fry, Jane M. & Farrell, Lisa & Temple, Jeromey B., 2023. "Energy poverty and food insecurity: Is there an energy or food trade-off among low-income Australians?," Energy Economics, Elsevier, vol. 123(C).
    60. Guan, Zepeng & Hossain, Mohammad Razib & Sheikh, Muhammad Ramzan & Khan, Zeeshan & Gu, Xiao, 2023. "Unveiling the interconnectedness between energy-related GHGs and pro-environmental energy technology: Lessons from G-7 economies with MMQR approach," Energy, Elsevier, vol. 281(C).
    61. Rahut, Dil Bahadur & Behera, Bhagirath & Ali, Akhter & Marenya, Paswel, 2017. "A ladder within a ladder: Understanding the factors influencing a household's domestic use of electricity in four African countries," Energy Economics, Elsevier, vol. 66(C), pages 167-181.
    62. Khan, Zeeshan & Haouas, Ilham & Trinh, Hai Hong & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Financial inclusion and energy poverty nexus in the era of globalization: Role of composite risk index and energy investment in emerging economies," Renewable Energy, Elsevier, vol. 204(C), pages 382-399.
    63. Pachauri, S. & Mueller, A. & Kemmler, A. & Spreng, D., 2004. "On Measuring Energy Poverty in Indian Households," World Development, Elsevier, vol. 32(12), pages 2083-2104, December.
    64. Dong, Kangyin & Taghizadeh-Hesary, Farhad & Zhao, Jun, 2022. "How inclusive financial development eradicates energy poverty in China? The role of technological innovation," Energy Economics, Elsevier, vol. 109(C).
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    Keywords

    Digitization; Energy poverty; Financial development; Human capital; Quantile-on-quantile regression; Wavelet quantile correlation;
    All these keywords.

    JEL classification:

    • N75 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - Asia including Middle East
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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