اثر سرمایۀ انسانی بر آلودگی هوا در کشورهای صادرکنندۀ نفت عضو اوپک

نوع مقاله : مقاله پژوهشی

نویسندگان

1 دکتری اقتصاد، دانشگاه رازی کرمانشاه، کرمانشاه، ایران

2 استادیار گروه اقتصا د دانشگاه آزاد اسلامی واحد قشم

3 دکتری اقتصاد، دانشگاه لرستان، خرم آباد، ایران

4 کارشناسی ارشد اقتصاد، دانشگاه آیت ا...بروجردی، بروجرد، ایران

چکیده

در کشورهای صادرکنندۀ نفت فعالیت‌های نیروی انسانی در عملیات‌های نفتی مثل کشف و حفاری چاه‌های نفت تأثیر مخربی بر محیط زیست بر جای گذاشته است. بنابراین هدف از انجام این پژوهش بررسی تأثیر سرمایۀ انسانی بر آلودگی هوا در کشورهای صادرکنندۀ نفت عضو اوپک طی دوره 2022-2000 با بهره‌گیری از الگوی پانل فضایی است. براساس نتایج به دست آمده، سرمایۀ انسانی بر آلودگی هوا تأثیر مثبت و معنی‌دار دارد. به این معنا که با افزایش یک‌درصدی سرمایۀ انسانی آلودگی هوا به میزان 25/2 درصد با ثابت بودن سایر شرایط افزایش می‌یابد. اثر مستقیم سرمایۀ انسانی مثبت است و اثر غیرمستقیم آن نیز مثبت و معنی‌دار است. به این معنا که سرمایۀ انسانی بر آلودگی هوا در کشور تأثیر مثبت دارد و بر آلودگی هوا سایر کشورها نیز تأثیر مثبت و معنا دارد. دیگر نتایج پژوهش حاکی از آن است که متغیرهای تولید ناخالص داخلی سرانه، شهرنشینی، سرمایه‌گذاری مستقیم خارجی و درآمدهای نفتی منجر به افزایش آلودگی هوا شده‌اند.

کلیدواژه‌ها


عنوان مقاله [English]

The Effect of Human Capital on Air Pollution in OPEC Oil Exporting Countries

نویسندگان [English]

  • maryam darbidi 1
  • Mahdi Kamali 2
  • maryam samanikhodaverdi 3
  • reza shamsollahi 4
1 Economic
2 Economic
3 economic
4 Economic
چکیده [English]

Abstract
Introduction
Many associations and groups supporting nature and the environment have undertaken numerous measures and activities aimed at increasing knowledge and awareness to promote proper use of natural resources and reduce pollutants. However, in developing countries-particularly those where government revenues depend heavily on natural resources-and despite the presence of rentier governments and the allocation of resources to unproductive sectors, environmental groups have often been unable to prevent increases in air pollution. Therefore, this study focuses on examining this issue in OPEC oil-exporting countries, whose economies rely on the extraction of natural resources, including fossil fuels, for domestic consumption and export. For higher economic growth and development, these countries often expand the industrial sector, frequently relying on polluting industries. Additionally, human activities associated with oil operations-such as exploration and extraction of gas mines, drilling oil wells, refining crude oil, flaring natural gases, and transportation and storage of oil and gas-lead to environmental degradation and increased air pollution. These activities pose a serious threat not only to countries dependent on oil revenues but also have environmental consequences for other nations. The present study addresses the question: What effect does human capital have on air pollution in OPEC oil-exporting countries?
 
Research Method
Spatial panel models are applicable in studies that control for relationships across time, space, and between units. In the spatial panel method, fixed, random, and spillover effects are examined between variables. The most important application of the general spatial model is to examine spatial spillovers, or the transmission of effects from the variable under study to adjacent areas. When spatial dependence exists, spatial measurement methods are used; in the absence of spatial correlation, general measurement methods are applied. Spatial correlation implies that areas exhibit similar values of variables compared to neighboring areas. Spatial correlation can be classified as either positive or negative.
Results and Discussion
Based on the results obtained, human capital has a positive and significant effect on air pollution. Specifically, a one percent increase in human capital corresponds to a 0.14 percent increase in air pollution, holding other factors constant. The direct effect of human capital is positive, and its indirect effect is also positive and significant. This indicates that human capital contributes to increased air pollution both domestically and in neighboring countries.
The effect of the logarithm of GDP per capita on air pollution is positive and significant. A one percent increase in GDP per capita leads to a 2.25 percent increase in air pollution, other conditions remaining constant. Urbanization has a positive and significant effect on air pollution, with a one percent increase in urbanization resulting in a 985.4 percent rise in air pollution. This is largely due to urbanization-driven increases in energy consumption and fossil fuel use, leading to higher greenhouse gas emissions-particularly carbon dioxide-and consequent environmental degradation.
Oil revenues also have a positive and significant effect on air pollution. A one percent increase in oil revenues results in a 21.5 percent increase in air pollution. In oil-rich countries, activities such as oil exploration, extraction, and refining release greenhouse gases that negatively impact soil, air, surface and groundwater, organisms, plants, trees, and human life, thereby increasing air pollution.
Foreign direct investment (FDI) has a positive and significant effect on air pollution in OPEC member countries. A one percent increase in FDI leads to an 87.3 percent rise in air pollution. In developing countries, FDI contributes to increased air pollution due to its impact on economic growth, consistent with the Environmental Kuznets Curve. According to the pollution haven hypothesis, FDI inflows into developing countries often exacerbate environmental degradation.
Conclusion
Although human capital can drive economic growth, in OPEC countries, where governments rely heavily on oil revenues, increases in human capital often strengthen oil-based industries. Consequently, this leads to higher fossil fuel consumption, which contributes significantly to air pollution.
 

کلیدواژه‌ها [English]

  • Human Capital
  • Air Pollution
  • OPEC
  • Spatial Panel
منابع
انوری، ابراهیم؛ باقری، سمانه و صلاح‌منش، احمد. (1396). آزمون منحنی زیست‌محیطی کوزنتس در ایران و کشورهای عضو اوپک: کاربردی از گشتاورهای تعمیم‌یافته، محیط‌شناسی، (2)42، 327-317.
بهرامی‌نیا، ابراهیم؛ نورانی آزاد، سمانه؛ شمس‌اللهی، رضا و ایزدی، سیدحسین. (1402). تأثیر آستانه‌ای توسعه مالی بر انتشار دی‌اکسیدکربن: با تأکید بر نقش حکمرانی خوب، پژوهشنامه اقتصاد انرژی، (49)13، 42-11.
جعفری، سعید؛ اسفندیاری، مرضیه و پهلوانی، مصیب. (1399) نقش سرمایۀ انسانی در رشد اقتصادی، مصرف انرژی و آلودگی‌های زیست‌محیطی، مطالعات اقتصاد کاربردی ایران، دوره نهم، شماره 34، 107-77.
دهقان شبانی، زهرا؛ جمشیدی، ندا و زهتاب، محمد. (1400). تأثیر سطوح مختلف توسعه بر اثرگذاری سرمایۀ انسانی در انتشار دی‌اکسیدکربن در کشورهای منتخب آسیایی، اقتصاد کشاورزی، (4)15، 21-1.
زراءنژاد، منصور؛ عبدالهیان، حمیدرضا؛ امیرنیا، آرام و سعیدیان، سهیلا. (1401). تأثیر رشد اقتصادی، مصرف انرژی و شهرنشینی بر انتشار دی‌اکسیدکربن در کشورهای منتخب عضو اوپک: با رویکرد: اقتصادسنجی فضایی، پژوهشنامه اقتصاد انرژی، (43)11، 82-61.
سالاری، زینب و شکری، مهدی. (1403). اثرات متقابل توسعه مالی با سرمایۀ انسانی و کیفیت نهادی بر تخریب محیط ‌زیست، تحلیل‌های اقتصادی توسعه ایران، (1)10، 226-207.
سلمانپور، علی. (1397). اثر رشد جمعیت، سرمایۀ انسانی و فرآورده‌ای نفتی بر آلودگی محیط زیست در ایران، علوم و فناوری محیط ‌زیست، (4)20، 255-239.
شریف کریمی، محمد و حسنوند، علی. (1399). اثر آموزش بر انتشار Co2 در ایران، محیط زیست طبیعی، (73)18، 789-775.
عبداللهی آرانی، مصعب؛ منصوری، نسرین؛ جانی، سیاوش؛ آقایی، نوشین. (1401). انتشار دی‌اکسیدکربن و رشد اقتصادی، تحلیلی فضایی در میان استان‌های ایران، پژوهش‌های رشد و توسعه اقتصادی، (49)13، 54-33.
عزتی، مرتضی و مظفری، زانا. (1400). اثر سرمایۀ انسانی بر آلودگی هوا در ایران، رهیافت GMM در سری‌های زمانی و منطق فازی، پژوهش‌های اقتصادی، (1)22، 146-115.
مداح، مجید و عبدی چرلو، منصور. (1399). ارزیابی اثر نفت بر آلودگی محیط زیست در کشورهای عضو اوپک، سیاست‌های راهبردی و کلان، (1)8 25-1.
مظفری، زانا و متفکر آزاد، محمدعلی. (1398) تأثیر سرمایۀ انسانی و اجتماعی بر آلودگی هوا در استان‌های ایران، نظریه‌های کاربردی اقتصاد، (1)6، 128-97.
میرزایی، مرجانه؛ حری، حمیدرضا و صادقی، زین‌العابدین. (1398). تأثیر سرمایه‌گذاری مستقیم خارجی بر آلودگی هوا در کشورهای عضو منا، اقتصاد محیط زیست و منابع طبیعی، (4)3، 20-1.
نونژاد، مسعود و روزی‌طلب، آناهیتا. (1397). اثر رشد اقتصادی و مصرف انرژی بر آلودگی هوا: مطالعه موردی ایران، اقتصاد محیط زیست و منابع طبیعی، (2)3 124-99.
References
Abdollahi Arani, M., Mansouri, N., jani, S. and Aghyee, N. (2023). Carbon   Dioxide Emissions and Economic Growth: A Spatial Analysis Among Iranian Provinces. Economic Growth and Development Research13(49), 54-33. [in persion]. doi: 10.30473/egdr.2022.60860.6310.
Ahmed, Z., Asghar, M. M., Malik, M. N., & Nawaz, K. (2020). Moving towards a sustainable environment: the dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological China. ResourcesPolicy, 67,10667,https://doi.org/10.1016/j.resourpol.2020.101677.
Amak, K., Saswini, A. A. U., & Mustofa, M. (2020). Seeing the air quality of carbon monoxide in Makassar city: the CSR program of PT Pertamina IT. Al-Sihah: The Public Health Science Journal, 1-12.
Anvari, E. and Bagheri, S. (2017). Environmental Kuznets Curve Test in The OPEC:. Journal of Environmental Studies43(2), 317-327..[in persion]. doi: 10.22059/jes.2017.63081
Bahrami Nia, E., Norani Azad, S., Izadi, S. H. and Shamsolahi, R. (2024). Threshold Effect of Financial Development on Carbon Dioxide Emission: Emphasis on the Role of Good Governance. Iranian Energy Economics, 13(49), 11-42. [in persion]. doi: 10.22054/jiee.2024.75003.2026.
Bano, S., Zhao, Y., Ahmad, A., Wang, S., & Liu, Y. (2018). Identifying the impacts of human capital on carbon emissions in Pakistan. Journal of Cleaner Production, 183, 1082-1092. https://doi.org/10.1016/j.jclepro. 2018.02.008.
Chen, F., Wang, M., & Pu, Z. (2022). The impact of technological innovation on air pollution: firm-level evidence from China. Technological Forecasting and Social Change, 177, 121521.
Danesh,Ulucak, R., & Khan, S. U. D. (2020). Determinants of the ecological footprint: role of renewable energy, natural resources, and urbanization. Sustainable Cities and Society, 54, 101996. https://doi.org/10.1016/j.scs. 2019.101996.
Dehghan shabani, Z., Jamshidi, N., & zehtab, M. (2021). The effect of Development Levels on the Impact of Human Capital on CO2 Emissions in Selected Asian Countries. Agricultural Economics15(4), 1-21. doi: 10.22034/iaes.2021.538437.1861.[in persion]
Destek, M. A., & Sarkodie, S. A. (2019). Investigation of environmental Kuznets curve for ecological footprint: the role of energy and financial development. Science of the Total Environment, 650, 2483-2489.
Elhorst, J. P. (2014). Spatial panel data models. In Spatial econometrics (pp. 37-93). Springer, Berlin, Heidelberg.
Ezzati M,. & Mozaffari, Z,. (2022). The Impact of Human Capital on Air Pollution in Iran: GMM and Fuzzy Logic Approach. QJER 22 (1), 5 http://ecor.modares.ac.ir/article-18-52587. [in persion]
Fisher, S., Bellinger, D. C., Cropper, M. L., Kumar, P., Binagwaho, A., Koudenoukpo, J. B., ... & Landrigan, P. J. (2021). Air pollution and development in Africa: impacts on health, the economy, and human capital. The Lancet Planetary Health, 5(10), 16-29.
Ghaderi, S. and Parvesh, H. (2023). The Governance of Renewable, Non-Renewable Energy Development, Urbanization and Economic Growth on Carbon Dioxide Emissions in Iran. Governance and Development3(3), 79-94. doi: 10.22111/jipaa.2024.392792.1114.[in persion]
Grossman, M. (2000). The human capital model. Handbook of health economics, 1: 347-408.
Hassan, S. T., Xia, E., Khan, N. H., & Shah, S. M. A. (2019). Economic growth, natural resources, and ecological footprints: evidence from Pakistan. Environmental science and pollution research, 26, 2929-2938. https://doi.org/10.1016/j.eneco.2020.105060.
Jafari, S., Esfandiari, M. and Pahlavani, M. (2020). The Role of Human Capital in Economic Growth, Energy Consumption and Environmental Pollution along with Sustainable Development in Iran. Journal of Applied Economics Studies in Iran9(34), 77-107. doi: 10.22084/aes.2020.20099. 2940. [in persion]
Jafari, S., Esfandiari, M., & Pahlavani, M. (2020). The Role of Human Capital in Economic Growth, Energy Consumption and Environmental Pollution along with Sustainable Development in Iran. Journal of Applied Economics Studies in Iran, 9(34), 77-107. doi: 10.22084/aes.2020.20099. 2940. [in persion]
Jahanger, A., Yang, B., Huang, W. C., Murshed, M., Usman, M., & Radulescu, M. (2023). Dynamic linkages between globalization, human capital, and carbon dioxide emissions: empirical evidence from developing economies. Environment, development and sustainability, 25(9), 9307-9335.doi.org/101007/s10668
karimi, M. S., & hasanvand, A. (2021). Investigating the effect of training on carbon dioxide emissions in Iran by examining the environmental Kuznets curve. Journal of Natural Environment73(4), 775-789. doi: 10.22059/jne.2021.304780.2016. [in persion]
Khan, Z., Ali, S., Dong, K., & Li, R. Y. M. (2021). How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital. Energy Economics, 94, 105060.
Lan, J., & Munro, A. (2013). Environmental compliance and human capital: Evidence from Chinese industrial firms. Resource and Energy Economics, 35(4), 534-557.
Langnel, Z., Amegavi, G.B., Donkor, P., & Mensah, J. K. (2021). Income inequality, human capital, natural resource abundance and ecological footprint in ECOWAS member countries. Resources Policy, 74(5), 102255. https://doi.org/10.1016/j.resourpol.2021.102255.
Liu, J., Pan, X., Qu, Y., Wang, C., & Wu, W. (2022). Air pollution, human capital and corporate social responsibility performance: evidence from China. Applied Economics, 54(4), 467-483.
Maddah, M., & Abdicherlo, M. (2020). Evaluating the Effect of Oil on Environmental Pollution in OPEC Countries Based on the General Policies of Reforming Production. Quarterly Journal of The Macro and Strategic Policies, 8(1), 24-37. doi: 10.30507/jmsp.2020.102270[ in persion]
Mirzaei, M.., Horry, H. R., & Sadeghi, Z. (2019). Investigating the Effect of Foreign Direct Investment on Environmental Pollution in MENA Countries. Journal of Environmental and Natural Resource Economics, 3(4), 113-130. doi: 10.22054/eenr.2019.12472
Mozaffari, Z., & Motafakker azad, M. A. (2019). The Effect of Social Capital and Human Capital on Air Pollution in Iranian Provinces. Quarterly Journal of Applied Theories of Economics, 6(1), 97-128.
[in persion]
Nonezhad, M,. & Rozitalab, A,. (2018). The Effects of Economic Growth and Energy Consumption on Environmental Pollution: A Case Study of Iran. Journal of Environmental and Natural Resource Economics, 2(3), 99-124. doi: 10.22054/eenr.2017.9069. [in persion]
Oprea, M., Dunea, D., & Liu, H. Y. (2017). Development of a knowledge based system for analyzing particulate matter air pollution effects on human health. Environmental Engineering & Management Journal (EEMJ), 16(3).
Rosario Filho, N. A., Urrutia-Pereira, M., d'Amato, G., Cecchi, L., Ansotegui, I. J., Galan, C., ... & Peden, D. B. (2021). Air pollution and indoor settings. World Allergy Organization Journal14(1), 100499.
Salari, Z. and Shahraki, M. (2024). The Interaction Effects of Financial Development with Human Capital and Institutional Quality on Environmental Degradation: Panel Cointegration Approach. Iranian Economic Development Analyses10(1), 207-226. doi: 10.22051/ieda. 2024.45430.1381. [in persion]
Salmanpour, A,. (2018). The effect of population growth, human capital and petroleum products on environmental pollution in Iran, Environmental Science and Technology, 20(4), 239-255.
Sechi, G., Borri, D., De Lucia, C., & Celmins, V. (2018). Environmental learning in regions: a social capital based approach. The case of Latvia. Environmental Education Research, 24(3), 343-364.
Song, J., Chen, Y., & Luan, F. (2023). Air pollution, water pollution, and robots: Is technology the panacea. Journal of Environmental Management, 330, 117170.
Sun, Y., Li, Y., Yu, T., Zhang, X., Liu, L., & Zhang, P. (2021). Resource extraction, environmental pollution and economic development: Evidence from prefecture-level cities in China. Resources Policy, 74(5), 102330.
Wang, J., & Wu, R., (2021). The drivers of declining CO2 emissions trends in developed nations using an extended STIRPAT model: A historical and prospective analysis. Renewable and Sustainable Energy Reviews, 149, 111328.
Wang, P., Lin, C. K., Wang, Y., Liu, D., Song, D., & Wu, T. (2021). Location-specific co-benefits of carbon emissions reduction from coal-fired power plants in China. Nature communications, 12(1), 6948.
Wen, J., Mughal, N., Zhao, J., Shabbir, M. S., Niedbała, G., Jain, V., & Anwar, A. (2021). Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission. Energy policy, 153, 112230.
Wu, C. (2017). Human capital, life expectancy, and the environment. The Journal of International Trade & Economic Development, 26(8):
885 -906.
Yao, Y., Ivanovski, K., Inekwe, J., & Smyth, R. (2020). Human capital and CO2 emissions in the long run. Energy economics, 91, 104907.
Zarranejad, M., Abdollahian, H., Amirnia, A. and Saidian, S. (2022). The Impact of Economic Growth, Energy Consumption, and Urbanization on the CO2 Emission of a Selected Group of OPEC Countries: A Spatial Econometric Approach. Iranian Energy Economics11(43), 61-83. doi: 10.22054/jiee.2022.67935.1923. [in persion]
Zhao, X., Huang, S., Wang, J., Kaiser, S., & Han, X. (2020). The impacts of air pollution on human and natural capital in China: A look from a provincial perspective. Ecological Indicators, 118, 106759.