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Nexus between Household Energy and Poverty in Poorly Documented Developing Economies—Perspectives from Pakistan

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  • Iftikhar A. Shahid

    (U.S. Pakistan Center for Advanced Studies in Energy (USPCAS-E), National University of Sciences & Technology (NUST), Islamabad 44000, Pakistan
    School for the Future of Innovation in Society (SFIS), Arizona State University (ASU), Tempe, AZ, USA)

  • Kafait Ullah

    (U.S. Pakistan Center for Advanced Studies in Energy (USPCAS-E), National University of Sciences & Technology (NUST), Islamabad 44000, Pakistan)

  • Atif Naveed Khan

    (U.S. Pakistan Center for Advanced Studies in Energy (USPCAS-E), National University of Sciences & Technology (NUST), Islamabad 44000, Pakistan)

  • Muhammad Imran Ahmed

    (School of Chemical & Materials Engineering (SCME), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan)

  • Muhammad Dawood

    (Klipsch School of Electrical and Computer Engineering, New Mexico State University (NMSU), Las Cruces, NM 88003, USA)

  • Clark A. Miller

    (School for the Future of Innovation in Society (SFIS), Arizona State University (ASU), Tempe, AZ, USA)

  • Zafar A. Khan

    (Department of Electrical Engineering, Mirpur University of Science and Technology, Mirpur 10250, Pakistan
    School of Engineering and Applied Science, Aston University, Birmingham B4 7ET, UK)

Abstract

The indicators measuring socioeconomic wellbeing, such as the human development index (HDI) and multi-dimensional poverty indicator (MPI), recognize energy as an important resource for human development. However, energy did not find due weight in determining HDI or MPI, except as a fractional contributor to MPI calculations. This study presents a regression model to establish an energy–poverty nexus in Pakistan, utilizing a real-world dataset. Defining poverty in terms of per-capita income (PCI), the proposed model incorporates education-based parameters along with the energy-dependent indicators linked to households in Pakistan. The data aggregated at districts level are extracted from the Census 2017 campaign, Pakistan Bureau of Statistics (PBS). Statistical analyses indicate that energy-based identifiers correlate well with the PCI and augment the education-only model, capturing 94% variability in PCI vs. 78% for the education-only model. The study highlights the criticality of relevant data collection and data-driven planning in Pakistan for creating synergy in energy planning and poverty alleviation programs and provides recommendations for considering energy as an important and integral contributory factor in the human development index (HDI).

Suggested Citation

  • Iftikhar A. Shahid & Kafait Ullah & Atif Naveed Khan & Muhammad Imran Ahmed & Muhammad Dawood & Clark A. Miller & Zafar A. Khan, 2021. "Nexus between Household Energy and Poverty in Poorly Documented Developing Economies—Perspectives from Pakistan," Sustainability, MDPI, vol. 13(19), pages 1-20, September.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:19:p:10894-:d:647318
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    References listed on IDEAS

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    1. Michael A. Toman & Barbora Jemelkova, 2003. "Energy and Economic Development: An Assessment of the State of Knowledge," The Energy Journal, , vol. 24(4), pages 93-112, October.
    2. Steinberger, Julia K. & Roberts, J. Timmons, 2010. "From constraint to sufficiency: The decoupling of energy and carbon from human needs, 1975-2005," Ecological Economics, Elsevier, vol. 70(2), pages 425-433, December.
    3. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    4. Syed Aziz Ur Rehman & Yanpeng Cai & Zafar Ali Siyal & Nayyar Hussain Mirjat & Rizwan Fazal & Saif Ur Rehman Kashif, 2019. "Cleaner and Sustainable Energy Production in Pakistan: Lessons Learnt from the Pak-TIMES Model," Energies, MDPI, vol. 13(1), pages 1-21, December.
    5. Chakravarty, Shoibal & Tavoni, Massimo, 2013. "Energy poverty alleviation and climate change mitigation: Is there a trade off?," Energy Economics, Elsevier, vol. 40(S1), pages 67-73.
    6. Haiying Xu & Wei-Ling Hsu & Teen-Hang Meen & Ju Hua Zhu, 2020. "Can Higher Education, Economic Growth and Innovation Ability Improve Each Other?," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    7. Sudhakara Reddy, B. & Nathan, Hippu Salk Kristle, 2013. "Energy in the development strategy of Indian households—the missing half," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 203-210.
    8. Kalu Uduma & Tomasz Arciszewski, 2010. "Sustainable Energy Development: The Key to a Stable Nigeria," Sustainability, MDPI, vol. 2(6), pages 1-13, June.
    9. Alam, M.S. & Bala, B.K. & Huq, A.M.Z. & Matin, M.A., 1991. "A model for the quality of life as a function of electrical energy consumption," Energy, Elsevier, vol. 16(4), pages 739-745.
    10. 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.
    11. Ana-Maria Bercu & Gigel Paraschiv & Dan Lupu, 2019. "Investigating the Energy–Economic Growth–Governance Nexus: Evidence from Central and Eastern European Countries," Sustainability, MDPI, vol. 11(12), pages 1-21, June.
    12. Anam Azam & Muhammad Rafiq & Muhammad Shafique & Muhammad Ateeq & Jiahai Yuan, 2020. "Causality Relationship Between Electricity Supply and Economic Growth: Evidence from Pakistan," Energies, MDPI, vol. 13(4), pages 1-20, February.
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