IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i5p1859-d763009.html
   My bibliography  Save this article

The Causal Nexus among Energy Consumption, Environmental Degradation, Financial Development and Health Outcome: Empirical Study for Pakistan

Author

Listed:
  • Weal M.Gh. M. Arafat

    (College of Economics and Trade, Hunan University, Changsha 410079, China)

  • Ihtisham ul Haq

    (Department of Economics, Kohat University of Science and Technology, Kohat 26000, KP, Pakistan)

  • Bahtiyar Mehmed

    (Department of Economics, Neusoft Institute Guangdong, Foshan 528225, China)

  • Azeem Abbas

    (Department of Economics, Kohat University of Science and Technology, Kohat 26000, KP, Pakistan)

  • Sisira Kumara Naradda Gamage

    (Department of Economics, Faculty of Social Sciences and Humanities, Rajarata University of Sri Lanka, Mihintale 50300, Sri Lanka)

  • Oruj Gasimli

    (College of Economics and Trade, Hunan University, Changsha 410079, China)

Abstract

Pakistan is facing an energy crisis and is also severely affected by climate change. Moreover, Pakistan is not doing well as far as health outcome indicators are concerned. The causal nexus among energy, environment, and health outcomes is well-established in literature. Besides, financial development also grabs the attention of health outcome literature as financial development can play a significant role in improving health outcomes. Thus, this study was conducted to test the causal nexus among energy consumption, environmental degradation, financial development, and health outcomes in the case of Pakistan. This study proxies health outcomes with life expectancy and infant mortality. Time series data have been analyzed through different econometric techniques, such as unit root tests, cointegration techniques, causality techniques, and cointegration regressions. Moreover, this study not just discovers the causal direction among variables but also determines the strength of causality through variance decomposition. Results of the study confirm that all variables of the study are cointegrated in the long run. The causality analysis reveals that unidirectional causality is running from energy consumption and environmental degradation to health outcomes, whereas bidirectional causality is found between financial development and health outcomes in the long run. Besides, this study also determines the effect of energy, environmental degradation, and financial development in the health outcome model and finds that energy and financial development can help Pakistan to improve health outcomes. Policy implications are recommended for Pakistan.

Suggested Citation

  • Weal M.Gh. M. Arafat & Ihtisham ul Haq & Bahtiyar Mehmed & Azeem Abbas & Sisira Kumara Naradda Gamage & Oruj Gasimli, 2022. "The Causal Nexus among Energy Consumption, Environmental Degradation, Financial Development and Health Outcome: Empirical Study for Pakistan," Energies, MDPI, vol. 15(5), pages 1-20, March.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:5:p:1859-:d:763009
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/5/1859/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/15/5/1859/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mariani, Fabio & Pérez-Barahona, Agustín & Raffin, Natacha, 2010. "Life expectancy and the environment," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 798-815, April.
    2. Fabio Mariani & Agustin Perez Barahona & Natacha Raffin, 2010. "Life expectancy and the environment," PSE-Ecole d'économie de Paris (Postprint) hal-00638730, HAL.
    3. Hanan G. Jacoby & Emmanuel Skoufias, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 311-335.
    4. Alessandro Giovannini & Maurizio Iacopetta & Raoul Minetti, 2013. "Financial Markets, Banks, and Growth : Disentangling the links," Revue de l'OFCE, Presses de Sciences-Po, vol. 0(5), pages 105-147.
    5. Blackburn, Keith & Bose, Niloy & Capasso, Salvatore, 2012. "Tax evasion, the underground economy and financial development," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 243-253.
    6. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2011. "Financial Development and Poverty Reduction: Can There be a Benefit without a Cost?," Journal of Development Studies, Taylor & Francis Journals, vol. 47(1), pages 143-163.
    7. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    8. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    9. Adel Ben Youssef & Laurence Lannes & Christophe Rault & Agnès Soucat, 2016. "Energy Consumption and Health Outcomes in Africa," Post-Print halshs-01384730, HAL.
    10. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    11. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    12. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    13. Fabio Mariani & Agustin Perez Barahona & Natacha Raffin, 2010. "Life expectancy and the environment," Post-Print hal-00638730, HAL.
    14. Md. Samsul Alam & Muhammad Shahbaz & Sudharshan Reddy Paramati, 2016. "The Role of Financial Development and Economic Misery on Life Expectancy: Evidence from Post Financial Reforms in India," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 481-497, September.
    15. Jordan Shan, 2002. "A VAR approach to the economics of FDI in China," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 885-893.
    16. Pagano, Marco, 1993. "Financial markets and growth: An overview," European Economic Review, Elsevier, vol. 37(2-3), pages 613-622, April.
    17. Narayan, Paresh Kumar & Narayan, Seema, 2008. "Does environmental quality influence health expenditures? Empirical evidence from a panel of selected OECD countries," Ecological Economics, Elsevier, vol. 65(2), pages 367-374, April.
    18. Oludele Akinboade & Emilie Kinfack, 2014. "An Econometric Analysis of the Relationship Between Millennium Development Goals, Economic Growth and Financial Development in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 775-795, September.
    19. Mustapha Ben Hassine & Nizar Harrathi, 2017. "The Causal Links between Economic Growth, Renewable Energy, Financial Development and Foreign Trade in Gulf Cooperation Council Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 76-85.
    20. Hanif, Imran, 2017. "Economics-energy-environment nexus in Latin America and the Caribbean," Energy, Elsevier, vol. 141(C), pages 170-178.
    21. Shahbaz, Muhammad & Salah Uddin, Gazi & Ur Rehman, Ijaz & Imran, Kashif, 2014. "Industrialization, electricity consumption and CO2 emissions in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 575-586.
    22. repec:hal:spmain:info:hdl:2441/6o65lgig8d0qcro9p14jk1001 is not listed on IDEAS
    23. Arawomo, Omosola & Oyebamiji, Yinka Dolapo & Adegboye, Abiodun Adewale, 2018. "Dynamics of Economic Growth, Energy Consumption and Health Outcomes in Selected Sub-Sahara African Countries," African Journal of Economic Review, African Journal of Economic Review, vol. 6(2), July.
    24. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2008. "Financial Development and Poverty Reduction: Can There Be a Benefit Without a Cost?," Post-Print hal-00266099, HAL.
    25. Mariani, Fabio & Pérez-Barahona, Agustín & Raffin, Natacha, 2010. "Life expectancy and the environment," Journal of Economic Dynamics and Control, Elsevier, vol. 34(4), pages 798-815, April.
    26. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    27. Sinha, Avik, 2014. "Carbon Emissions and Mortality Rates: A Causal Analysis for India (1971-2010)," MPRA Paper 102263, University Library of Munich, Germany, revised 2014.
    28. Claessens, Stijn & Feijen, Erik, 2006. "Finance and hunger : empirical evidence of the agricultural productivity channel," Policy Research Working Paper Series 4080, The World Bank.
    29. Ross Levine, 2008. "Finance And The Poor," Manchester School, University of Manchester, vol. 76(s1), pages 1-13, September.
    30. repec:hal:wpspec:info:hdl:2441/6o65lgig8d0qcro9p14jk1001 is not listed on IDEAS
    31. Husam Rjoub & Jamiu Adetola Odugbesan & Tomiwa Sunday Adebayo & Wing-Keung Wong, 2021. "Investigating the Causal Relationships among Carbon Emissions, Economic Growth, and Life Expectancy in Turkey: Evidence from Time and Frequency Domain Causality Techniques," Sustainability, MDPI, vol. 13(5), pages 1-20, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Muhammad Hasnain Khalid & Ihtisham ul Haq & Dilawar Khan & Khurram Abbas, 2022. "Exploring the Impact of Economic Structure on Carbon Emissions: A Case Study of Pakistan," International Journal of Energy Economics and Policy, Econjournals, vol. 12(3), pages 425-431, May.
    2. Rehana Firdous & Sarvjeet Kaur Chatrath & Atif Khan Jadoon & Munawar Iqbal & Syeda Azra Batool & Zameer Ul Hasan, 2023. "Exploring Dynamic Nexus between Economic Growth, Environmental Degradation, and Public Health in Pakistan: A Moderated Mediation Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 13(1), pages 241-249, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Husam Rjoub & Jamiu Adetola Odugbesan & Tomiwa Sunday Adebayo & Wing-Keung Wong, 2021. "Investigating the Causal Relationships among Carbon Emissions, Economic Growth, and Life Expectancy in Turkey: Evidence from Time and Frequency Domain Causality Techniques," Sustainability, MDPI, vol. 13(5), pages 1-20, March.
    2. Lucas Bretschger & Alexandra Vinogradova, 2017. "Human Development at Risk: Economic Growth with Pollution-Induced Health Shocks," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(3), pages 481-495, March.
    3. Goulão, Catarina & Pérez-Barahona, Agustín, 2011. "Intergenerational transmission of non-communicable chronic diseases," TSE Working Papers 11-219, Toulouse School of Economics (TSE).
    4. de Freitas, Maurício Assuero Lima & Stamford da Silva, Alexandre, 2013. "The influence of the healthcare system on optimal economic growth," Economic Modelling, Elsevier, vol. 35(C), pages 734-742.
    5. Pierre-Richard Agénor, 2015. "Public capital, health persistence and poverty traps," Journal of Economics, Springer, vol. 115(2), pages 103-131, June.
    6. Aloi, Marta & Tournemaine, Frederic, 2011. "Growth effects of environmental policy when pollution affects health," Economic Modelling, Elsevier, vol. 28(4), pages 1683-1695, July.
    7. Kwadwo Boateng Prempeh, 2023. "The impact of financial development on renewable energy consumption: new insights from Ghana," Future Business Journal, Springer, vol. 9(1), pages 1-13, December.
    8. Wang, Zhaohua & Asghar, Muhammad Mansoor & Zaidi, Syed Anees Haider & Nawaz, Kishwar & Wang, Bo & Zhao, Wehui & Xu, Fengxing, 2020. "The dynamic relationship between economic growth and life expectancy: Contradictory role of energy consumption and financial development in Pakistan," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 257-266.
    9. Богомолова А. С. & Колюжнов Д. В., 2017. "Построение dsge-модели с эндогенными показателями загрязнения, здоровья и экономического развития. Building a dsge model with the endogenous levels of pollution, health and economic development," Мир экономики и управления // Вестник НГУ. Cерия: Cоциально-экономические науки, Socionet;Новосибирский государственный университет, vol. 17(3), pages 5-18.
    10. Nusrat Jafrin & Muhammad Mehedi Masud & Abu Naser Mohammad Saif & Masnun Mahi & Moriam Khanam, 2021. "A panel data estimation of the determinants of life expectancy in selected SAARC countries," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 31(4), pages 69-87.
    11. Lesly Cassin, 2018. "The effects of migration and pollution externality on cognitive skills in Caribbean economies: a Theoretical analysis," EconomiX Working Papers 2018-30, University of Paris Nanterre, EconomiX.
    12. Martin Henseler & Ingmar Schumacher, 2019. "The impact of weather on economic growth and its production factors," Climatic Change, Springer, vol. 154(3), pages 417-433, June.
    13. Emmanuelle Augeraud-Véron & Raouf Boucekkine & Vladimir Veliov, 2019. "Distributed Optimal Control Models in Environmental Economics: A Review," AMSE Working Papers 1902, Aix-Marseille School of Economics, France.
    14. Evangelos V. Dioikitopoulos & Sugata Ghosh & Eugenia Vella, 2016. "Technological Progress, Time Perception and Environmental Sustainability," Working Papers 2016002, The University of Sheffield, Department of Economics.
    15. Thomas Bassetti & Nikos Benos & Stelios Karagiannis, 2013. "CO 2 Emissions and Income Dynamics: What Does the Global Evidence Tell Us?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(1), pages 101-125, January.
    16. Dugan, Anna & Prskawetz, Alexia & Raffin, Natacha, 2022. "The Environment, Life Expectancy and Growth in Overlapping Generations Models: A Survey," ECON WPS - Working Papers in Economic Theory and Policy 01/2022, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    17. repec:hal:pseose:hal-01095463 is not listed on IDEAS
    18. Agénor, Pierre-Richard & Canuto, Otaviano & da Silva, Luiz Pereira, 2014. "On gender and growth: The role of intergenerational health externalities and women's occupational constraints," Structural Change and Economic Dynamics, Elsevier, vol. 30(C), pages 132-147.
    19. Ang, James B., 2008. "What are the mechanisms linking financial development and economic growth in Malaysia," Economic Modelling, Elsevier, vol. 25(1), pages 38-53, January.
    20. Ponthiere, Gregory, 2016. "Pollution, unequal lifetimes and fairness," Mathematical Social Sciences, Elsevier, vol. 82(C), pages 49-64.
    21. Carlotta Balestra & Davide Dottori, 2012. "Aging society, health and the environment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1045-1076, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:15:y:2022:i:5:p:1859-:d:763009. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.