Poverty, Environmental Degradation, and Livability: Evaluating Iranian Provinces Using Principal Component Analysis
Subject Areas : Bi-quarterly Journal of development economics and planningNazi Mohammadzadeh Asl 1 , سهیل حاتمی نیا 2
1 - Assistant professor, Department of Economics, Faculty of Accounting and Economics, Islamic Azad University, Central Tehran Branch, Tehran, Iran
2 - M.A. Student in Economics – Economic Development and Planning, Department of Economics, Faculty of Literature and Humanities, Islamic Azad University, Kermanshah Branch, Kermanshah, Iran
Keywords: Welfare, Poverty, Inequality, Environment, Livability,
Abstract :
The relationship between poverty and the environment has multiple dimensions. On the one hand, poverty can lead to the destructive exploitation of the environment. On the other hand, achieving sustainable development and poverty reduction requires a healthy environment. This complex interaction highlights the concept of the livability index. Livability is based on the principle that improvements in quality of life, social well-being, and the ecosystem have a reciprocal effect on the level of societal welfare. Considering the geographical extent and economic diversity of Iran, this study focuses its analysis on provincial data and poverty monitoring information from the year 1400. The primary objective is to investigate the relationship between poverty and environmental degradation and to rank provinces based on an environmental degradation index. To achieve this objective, a composite index was created using Principal Component Analysis (PCA), and then the interactive dynamics between poverty and environmental degradation were analyzed. The findings indicate that economically wealthier provinces significantly experience higher levels of environmental degradation. This suggests that achieving a certain level of economic prosperity has been accompanied by regional environmental degradation and a reduction in livability indices in urban environments. Furthermore, mismanagement of water resources and desertification have been identified as key factors in increasing poverty and reducing the level of livability in Iranian provinces.
Abdollahi Arani, M., Mansouri, N., Jani, S., & Aghaei, N. (2022). Carbon dioxide emissions and economic growth: A spatial analysis among Iran’s provinces. Economic Growth and Development Research, 13(49), 33–54. https://doi.org/10.30473/egdr.2022.60860.6310
Asgari, H., Havasbeigi, F., & Moridian, A. (2022). Testing the environmental Kuznets curve hypothesis in Iran's economy with an emphasis on developmental variables: A generalized ARDL approach with structural breaks. Iranian Economic Development Research Biannual Journal, 8(1), 199–234. https://doi.org/10.22051/ieda.2021.37228.1292
Baloch, M. A., Danish, Khan, S., Şentürk Ulucak, Z., & Ahmad, A. (2020). Analyzing the relationship between poverty, income inequality, and CO2 emission in Sub-Saharan African countries. Science of the Total Environment, 740, 139867. https://doi.org/10.1016/j.scitotenv.2020.139867
Ehigiamusoe, K. U., Majeed, M. T., & Dogan, E. (2022). The nexus between poverty, inequality and environmental pollution: Evidence across different income groups of countries. Journal of Cleaner Production, 341, 130863. https://doi.org/10.1016/j.jclepro.2022.130863
Expediency Council of Iran. (2020). The second strategic evaluation report on the proper implementation of strategic policies: Iran’s Environment. Tehran, Iran: Expediency Council of Iran. https://maslahat.ir
Fallahi, F., & Hekmati Farid, S. (2013). Factors affecting carbon dioxide emissions in Iran’s provinces: A panel data approach. Iranian Energy Economics Quarterly, 2(6), 129–150. Retrieved from https://jiee.atu.ac.ir/article_763_en.html
Faradars. (n.d.). Eigenvalues and eigenvectors. Faradars Blog.
Firoozabadi, S. A., & Azimzadeh, D. (2012). Rural poverty and environmental degradation (Case study: Sarkhon and Bidleh villages, Chaharmahal and Bakhtiari province). Local Development (Rural-Urban), 4(2), 99–120. https://doi.org/10.22059/jrd.2013.30288
Firoozi, M. A., Mohammadi Dehcheshmeh, M., & Saeedi, J. (2017). Assessment of environmental sustainability indicators with emphasis on air pollution and industrial pollutants: A case study of Ahvaz metropolis. Journal of Urban Ecology Research, 8(15), 13–28. https://doi.org/10.1001.1.25383930.1396.8.15.1.2
Forests, Rangelands, and Watershed Management Organization of Iran. (2023). Specialized reports of the organization. https://frw.ir/index
Freguja, C. (2013). Measuring poverty: A matter of choice. RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic. http://www.sieds.it/listing/RePEc/journl/2013LXVII_N2_11_FREGUJA.pdf
Goodarzi, B., Azimi Mohammadabadi, M., Jonidi Jafari, A., Gholami, M., Kermani, M., Assarehzadegan, M.-A., & Shahsavani, A. (2023). Investigating PM2.5 toxicity in highly polluted urban and industrial areas in the Middle East: Human health risk assessment and spatial distribution. Scientific Reports, 13, 17858. https://doi.org/10.1038/s41598-023-45052-z
Gorjian, S., Nemat Zadeh, B., Eltrop, L., Shamshiri, R. R., & Amanlou, Y. (2019). Solar photovoltaic power generation in Iran: Development, policies, and barriers. Renewable and Sustainable Energy Reviews, 106, 110–123. https://doi.org/10.1016/j.rser.2019.02.025
Hatefi, M., & Sadeghi, S. H. (2018). Preliminary zoning of Iran's provinces based on water stress, flood, drought, and rainfall erosivity indices. Scientific-Research Journal of Watershed Engineering and Management, 13(1), 213–221. https://doi.org/10.22092/ijwmse.2019.122235.1502
Jafari Nasab Kermani, M. (2018). Analyzing the dynamic effects of income inequality and economic growth on environmental degradation in Iran: A structural vector autoregression model. (Master’s thesis in Economic Development and Planning, Ferdowsi University of Mashhad). Fea.um.ac.ir
Janparvar, M., Abbasi, F., & Danehchin, F. (2021). The nature of the environment and its relationship with some concepts of political geography. Geography and Human Relations, 4(1), 19–41. https://doi.org/10.22034/gahr.2021.281317.1528
Jun, S., Li, M., & Jung, J. (2022). Air pollution (PM2.5) negatively affects urban livability in South Korea and China. International Journal of Environmental Research and Public Health, 19(20), 13049. https://doi.org/10.3390/ijerph192013049
Khodadad, M. (2019). An analysis of the effects of poverty on environmental degradation in rural settlements. Journal of Geographical Sciences, Applied Geography, 15(30), 28–36 & 120–135. https://sanad.iau.ir/fa/Article/919128
Khodadadi, S., Pahlavani, M., & Hoseinzadeh, R. (2022). The effect of industrial structure change on carbon dioxide emissions in Iran's provinces: A spatial econometric approach. Environmental Sciences Quarterly, 20(1), 221–236. https://doi.org/10.52547/envs.2021.36979
Koçak, E., & Çelik, B. (2022). The nexus between access to energy, poverty reduction, and PM2.5 in Sub-Saharan Africa: New evidence from the generalized method of moments estimators. Science of The Total Environment, 827, 154377. https://doi.org/10.1016/j.scitotenv.2022.154377
Madan, A., Suri, A., Lohani, V. J., & Jindal, L. (2023). The nexus between development and environment. International Journal of Scientific Research in Engineering and Management, 7(1). https://doi.org/10.55041/IJSREM17423
Maleki, H., Sorooshian, A., Goudarzi, G., Baboli, Z., Birgani, Y. T., & Rahmati, M. (2019). Air pollution prediction by using an artificial neural network model. Clean Technologies and Environmental Policy, 21, 1341–1352. https://doi.org/10.1007/s10098-019-01709-w
Mamipour, S., Beheshtipour, H., Feshari, M., & Amiri, H. (2019). Factors influencing carbon dioxide emissions in Iran’s provinces with emphasis on spatial linkages. Environmental Science and Pollution Research, 26, 18365–18378. https://doi.org/10.1007/s11356-019-05192-0
Masron, T. A., & Subramaniam, Y. (2019). Does poverty cause environmental degradation? Evidence from developing countries. Journal of Poverty, 23(1), 44–64. https://doi.org/10.1080/10875549.2018.1500969
Meher, S. (2023). Does poverty cause forest degradation? Evidence from a poor state in India. Environment, Development and Sustainability, 25(4), 1684–1699. https://doi.org/10.1007/s10668-022-02117-9
Ministry of Cooperatives, Labour, and Social Welfare. (2021). Poverty monitoring report (2020).
Ministry of Cooperatives, Labour, and Social Welfare. (2022). Monitoring report on poverty (2021).
Miri, M., Mohammadi, A., Nemati, S., Abdolahnejad, A., Nikoonahad, A., & Sadoughi, S. (2017). The trend of air quality index (AQI) variations in Mashhad metropolis using GIS. Journal of Environmental Health, 2(1). https://doi.org/10.1001.1.24236772.1395.2.1.2.3
Mirza, S. A., Ali, S., & Shoukat, A. (2022). Causality analysis between poverty and environment: A case study of Pakistan’s coastal belt. Pakistan Journal of Marine Research, IV(1), 27. https://doi.org/10.53963/pjmr.2022.007.4
Mirzaei, M., & Bekri, M. (2017). Energy consumption and CO₂ emissions in Iran, 2025. Environmental Research, 154, 345–351. https://doi.org/10.1016/j.envres.2017.01.023
Mohammadi, S., Balouei, F., Haji, K., Khaledi Darvishan, A., & Karydas, C. G. (2021). Country-scale spatio-temporal monitoring of soil erosion in Iran using the G2 model. International Journal of Digital Earth, 14(8), 1019–1039. https://doi.org/10.1080/17538947.2021.1919230
Monjemzadeh, S. A., Ziari, K., & Majdi, H. R. (2017). Examining environmental indicators of sustainable development and their levels in Iran's metropolises. New Perspectives in Human Geography, 10(1), 275–298. https://doi.org/10.1001.1.66972251.1396.10.1.15.9
Nachibi, M., Aikins, A. G., & Abdul-Razak, M. (2023). Understanding poverty and environmental sustainability in Ghana. Journal of Environmental Economics and Policy, 12(3), 45–67. https://doi.org/10.1080/21606544.2023.1234567
Nilsalab, P., Gheewala, S. H., & Silalertruksa, T. (2017). Methodology development for including environmental water requirement in the water stress index considering the case of Thailand. Journal of Cleaner Production, 167, 1002–1008. https://doi.org/10.1016/j.jclepro.2016.11.130
Poumanyvong, P., & Kaneko, S. (2010). Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis. Ecological Economics, 70(2), 434–444. https://doi.org/10.1016/j.ecolecon.2010.09.029
Rakshit, B., Jain, P., Sharma, R., & Bardhan, S. (2023). An empirical investigation of the effects of poverty and urbanization on environmental degradation: The case of sub-Saharan Africa. Environmental Science and Pollution Research, 30, 51887–51905. https://doi.org/10.1007/s11356-023-25266-4
Sadeghi, S. H., & Cerdà, A. (2015). Soil erosion in Iran: Issues and solutions. In EGU General Assembly 2015 (Vol. 17). Vienna, Austria. 2015EGUGA..1715840H
Sadeghi, H. R. S. (2017). Soil erosion in Iran: State of the art, tendency and solutions. Agriculture and Forestry, 63(3), 33–37. https://doi.org/10.17707/AgricultForest.63.3.04
Salehnia, M., & Vahidi, Z. (2024). Identification of effective environmental sustainability indicators in Tehran and Alborz provinces. Journal of Natural Environment, 77(1), 1–13. https://doi.org/10.22059/jne.2024.370468.2634
Sardarshehraki, A., & Asnaashari, H. (2024). The impact of rural poverty on the ecological footprint as an index of environmental degradation in Iran. Rural and Sustainable Space Development. https://doi.org/10.22077/vssd.2024.7876.1264
Scherr, S. J. (2000). A downward spiral? Research evidence on the relationship between poverty and natural resource degradation. Food Policy, 25(4), 479–498. https://doi.org/10.1016/S0306-9192(00)000221
Seif, A. M., & Hamidi Zari, D. (2017). Factors affecting the energy consumption intensity index of Iran's provinces: A dynamic spatial panel data approach. Quarterly Journal of Energy Economics Studies, 13(53), 61–103. http://iiesj.ir/article-1-774-fa.html
Ssekibaala, S. D., & Kasule, T. A. (2023). Examination of the poverty–environmental degradation nexus in Sub-Saharan Africa. Regional Sustainability, 4(3), 296–308. https://doi.org/10.1016/j.regsus.2023.08.007
Vardoulakis, S., Giagloglou, E., Steinle, S., Davis, A., Sleeuwenhoek, A., Galea, K. S., Dixon, K., & Crawford, J. O. (2020). Indoor exposure to selected air pollutants in the home environment: A systematic review. International Journal of Environmental Research and Public Health, 17(23), 8972. https://doi.org/10.3390/ijerph17238972
World Bank. (2020). World development indicators.
Yousefi, S., Shahsavani, A., & Hadei, M. (2019). Applying EPA’s instruction to calculate air quality index (AQI) in Tehran. Journal of Air Pollution and Health, 4(2). https://doi.org/10.18502/japh.v4i2.1232
Yousefian, F., Faridi, S., Azimi, F., Aghaei, M., Shamsipour, M., Yaghmaeian, K., & Hassanvand, M. S. (2020). Temporal variations of ambient air pollutants and meteorological influences on their concentrations in Tehran during 2012–2017. Scientific Reports, 10(1), 292. https://doi.org/10.1038/s41598-019-56578-6
Zarrabi, A., & Khayambashi, E. (2014). Urban planning and management: Descriptive and inferential analysis of development levels of Iran's provinces based on factor analysis and clustering. National Conference on Urban Planning and Management. Retrieved from https://sid.ir/paper/834581/fa