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The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations

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  • Jahanger, Atif
  • Usman, Muhammad
  • Murshed, Muntasir
  • Mahmood, Haider
  • Balsalobre-Lorente, Daniel

Abstract

Ensuring a balance between economic and ecological well-being has emerged as a key concern for governments worldwide. In the contemporary era, the global economies, especially the developing ones, emphasize the relevance of achieving eco-friendly growth whereby the ecological footprint figures are aimed to be contained alongside higher economic growth. However, in the majority of the cases, the developing countries are flourishing economically but are struggling to curb their ecological footprint levels. Against this backdrop, this study aimed to check whether or not technological innovation, natural resource consumption, globalization, economic growth, human capital development, and financial development influence the ecological footprint figures in 73 developing countries over the period from 1990 to 2016. Besides, to capture the possible heterogeneity of the outcomes, this study also conducted the analysis using sub-samples of countries belonging to the Asian, African, and Latin American and Caribbean regions. Moreover, in order to estimate the robust and reliable outcomes, this study employed the second-generation panel unit root and long-run cointegration tests. The overall results indicated that the variables have a mixed order of integration and are cointegrated. On the other hand, the long-run regression outcomes show that natural resource consumption significantly increases ecological footprint while technological innovations help to inhibit them. In addition, technological innovation was evidenced to exert a moderating effect to reduce the negative environmental consequences associated with natural resource consumption. Interestingly, these findings are homogenous for countries across all three regions. Also, globalization was witnessed to reduce the ecological footprint of African and Latin American countries only. Besides, the environmental Kuznets curve hypothesis is verified for the African and the Latin American and Caribbean nations but not for the cases of the Asian countries. Lastly, financial development was found to decrease ecological footprints overall, and for the Asian countries but not for the African and Latin American and Caribbean countries. Among the major policy recommendations, this study suggests the governments of the developing nations to adopt relevant policies regarding making efficient use of natural resources through technological innovations. In addition, the future human capital development, globalization, economic growth, and financial development policies should be aligned with the sustainable environmental development objectives.

Suggested Citation

  • Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s0301420722000204
    DOI: 10.1016/j.resourpol.2022.102569
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    as
    1. Jiang, Jingjing & Ye, Bin & Liu, Junguo, 2019. "Research on the peak of CO2 emissions in the developing world: Current progress and future prospect," Applied Energy, Elsevier, vol. 235(C), pages 186-203.
    2. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    3. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2020. "Human capital and CO2 emissions in the long run," Energy Economics, Elsevier, vol. 91(C).
    4. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    5. Havranek, Tomas & Horvath, Roman & Zeynalov, Ayaz, 2016. "Natural Resources and Economic Growth: A Meta-Analysis," World Development, Elsevier, vol. 88(C), pages 134-151.
    6. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    9. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    10. Nassani, Abdelmohsen A. & Aldakhil, Abdullah Mohammed & Zaman, Khalid, 2021. "Ecological footprints jeopardy for mineral resource extraction: Efficient use of energy, financial development and insurance services to conserve natural resources," Resources Policy, Elsevier, vol. 74(C).
    11. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    12. Gurgul, Henryk & Lach, Łukasz, 2014. "Globalization and economic growth: Evidence from two decades of transition in CEE," Economic Modelling, Elsevier, vol. 36(C), pages 99-107.
    13. Haiqian Ke & Wenyi Yang & Xiaoyang Liu & Fei Fan, 2020. "Does Innovation Efficiency Suppress the Ecological Footprint? Empirical Evidence from 280 Chinese Cities," IJERPH, MDPI, vol. 17(18), pages 1-23, September.
    14. Zeeshan Khan & Muntasir Murshed & Kangyin Dong & Siqun Yang, 2021. "The roles of export diversification and composite country risks in carbon emissions abatement: evidence from the signatories of the regional comprehensive economic partnership agreement," Applied Economics, Taylor & Francis Journals, vol. 53(41), pages 4769-4787, September.
    15. M. Hashem Pesaran & Badi H. Baltagi, 2007. "Heterogeneity and cross section dependence in panel data models: theory and applications introduction," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 229-232.
    16. Wang, Keying & Wu, Meng & Sun, Yongping & Shi, Xunpeng & Sun, Ao & Zhang, Ping, 2019. "Resource abundance, industrial structure, and regional carbon emissions efficiency in China," Resources Policy, Elsevier, vol. 60(C), pages 203-214.
    17. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    18. Chun-Ping Chang & Chien-Chiang Lee, 2010. "Globalization and Economic Growth: A Political Economy Analysis for OECD Countries," Global Economic Review, Taylor & Francis Journals, vol. 39(2), pages 151-173.
    19. Sorin Krammer, 2010. "International R&D spillovers in emerging markets: The impact of trade and foreign direct investment," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(4), pages 591-623.
    20. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    21. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    22. Ulucak, Zübeyde Şentürk & İlkay, Salih Çağrı & Özcan, Burcu & Gedikli, Ayfer, 2020. "Financial globalization and environmental degradation nexus: Evidence from emerging economies," Resources Policy, Elsevier, vol. 67(C).
    23. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    24. Debra J. Davidson, 2019. "Exnovating for a renewable energy transition," Nature Energy, Nature, vol. 4(4), pages 254-256, April.
    25. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    26. Tenaw, Dagmawe & Beyene, Abebe D., 2021. "Environmental sustainability and economic development in sub-Saharan Africa: A modified EKC hypothesis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    27. Danish, & Baloch, Muhammad Awais & Wang, Bo, 2019. "Analyzing the role of governance in CO2 emissions mitigation: The BRICS experience," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 119-125.
    28. Abdul Rehman & Hengyun Ma & Ilhan Ozturk & Muntasir Murshed & Vishal Dagar, 2021. "The dynamic impacts of CO2 emissions from different sources on Pakistan’s economic progress: a roadmap to sustainable development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 17857-17880, December.
    29. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    30. Jagadish Prasad Bist, 2018. "Financial development and economic growth: Evidence from a panel of 16 African and non-African low-income countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1449780-144, January.
    31. Nicholas Bloom & Aprajit Mahajan & David McKenzie & John Roberts, 2010. "Why Do Firms in Developing Countries Have Low Productivity?," American Economic Review, American Economic Association, vol. 100(2), pages 619-623, May.
    32. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    33. Kangyin Dong & Xiucheng Dong & Cong Dong, 2019. "Determinants of the global and regional CO2 emissions: What causes what and where?," Applied Economics, Taylor & Francis Journals, vol. 51(46), pages 5031-5044, October.
    34. Suvajit Banerjee & Muntasir Murshed, 2020. "Do emissions implied in net export validate the pollution haven conjecture? Analysis of G7 and BRICS countries," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 12(3), pages 297-319.
    35. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    36. Nathaniel, Solomon Prince & Yalçiner, Kürşat & Bekun, Festus Victor, 2021. "Assessing the environmental sustainability corridor: Linking natural resources, renewable energy, human capital, and ecological footprint in BRICS," Resources Policy, Elsevier, vol. 70(C).
    37. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    38. Usman, Muhammad & Balsalobre-Lorente, Daniel, 2022. "Environmental concern in the era of industrialization: Can financial development, renewable energy and natural resources alleviate some load?," Energy Policy, Elsevier, vol. 162(C).
    39. Mrabet, Zouhair & Alsamara, Mouyad, 2017. "Testing the Kuznets Curve hypothesis for Qatar: A comparison between carbon dioxide and ecological footprint," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1366-1375.
    40. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    41. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
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    More about this item

    Keywords

    Ecological footprint; Natural resources; Technological innovation; Developing countries;
    All these keywords.

    JEL classification:

    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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