Economic Research and Perspectives

Economic Research and Perspectives

Determining ICT Subsidies for Achieving Environmental Goals of the Intergovernmental Panel on Climate Change in Iran and Middle Eastern Countries: A RICE Approach

Document Type : Original Research

Authors
1 Ph.D. Candidate in Economics, Department of Economics, Faculty of Economics, Management and Social Sciences, Shiraz University, Shiraz, Iran
2 Professor, Department of Economics, Faculty of Economics, Management and Social Sciences, Shiraz University, Shiraz, Iran
3 Associate Professor, Department of Economics, Faculty of Economics, Management and Social Sciences, Shiraz University, Shiraz, Iran
Abstract
Abstract
In response to global commitments to address climate change, economic policies must align with the goal of reducing carbon dioxide (CO₂) emissions and achieving the targets set by the Intergovernmental Panel on Climate Change (IPCC). Information and Communication Technology (ICT) is increasingly recognized as a strategic tool influencing both economic productivity and environmental sustainability. Assessing the appropriate level of economic support for ICT in alignment with IPCC goals is, therefore, a critical step toward managing this technology for sustainable development. This study aims to estimate the ICT subsidy levels required to achieve IPCC environmental targets using the Regional Integrated Climate–Economy (RICE) model. It also investigates the impact of ICT on economic growth and CO₂ emissions. The model is calibrated for Iran and Middle Eastern countries using structural parameters developed by Nordhaus in 2013, and simulations are conducted under four scenarios: (1) a baseline scenario, (2) baseline with ICT, (3) a 2°C temperature constraint scenario (aligned with IPCC goals), and (4) a 2°C scenario with ICT integration. Results show that ICT subsidies are lowest in the baseline scenario and increase significantly under the 2°C constraint scenario. ICT implementation leads to higher economic growth, lower CO₂ concentrations, reduced global temperature, and decreased carbon pricing compared to non-ICT scenarios. These findings highlight the need for targeted ICT support through subsidies for low-carbon digital projects, improved infrastructure in underserved regions, and tax incentives for technology-based businesses—advancing CO₂ reduction, IPCC compliance, and economic development simultaneously
Aim and Introduction:
In response to global commitments to combat climate change, economic policies must be structured to reduce carbon dioxide (CO₂) emissions and achieve the objectives set by the IPCC. One of the key instruments in this context is ICT, which significantly affects both economic productivity and environmental sustainability. ICT enhances efficiency across various economic sectors while simultaneously contributing to emission reduction strategies. Therefore, evaluating economic support for ICT in alignment with IPCC objectives is crucial for managing this technology effectively toward sustainable development.
This study aims to quantify the ICT subsidies necessary to meet the environmental targets of the IPCC using the RICE model. It also examines the impact of ICT on economic growth and CO₂ emissions.
Methodology:
To achieve the research objectives, this study utilizes the theoretical framework of the RICE model, specifically applied to Iran and Middle Eastern countries. The structural parameters of the model are adopted from Nordhaus (2013), and simulations are conducted under four different scenarios:
1) Baseline scenario – reflecting business-as-usual economic growth without ICT integration.
2) Baseline with ICT – incorporating ICT development into the economic system.
3) 2 °C temperature constraint – aligning with the IPCC’s climate target but excluding ICT considerations.
4) 2 °C constraint with ICT – integrating ICT in a constrained climate regime.
These scenarios are used to estimate the ICT subsidy levels required to achieve environmental goals while considering their effects on economic growth and CO2 emissions. The model incorporates dynamic interactions among economic activities, technological advancements, and climate policies, providing a comprehensive analysis of how ICT subsidies can influence regional economic and environmental outcomes.
Findings:
The results present a compelling case for policy-driven ICT expansion. In both Iran and Middle Eastern countries, the baseline scenarios yield the lowest ICT subsidy requirements. However, when climate constraints are introduced—particularly the IPCC’s 2°C target—the need for subsidies increases substantially. This suggests that more stringent environmental goals necessitate stronger financial support for clean technology transitions.
Importantly, ICT implementation not only reduces CO₂ concentrations but also generates significant positive effects on regional economic growth. By enhancing productivity and enabling low-carbon innovation, ICT lowers the average global temperature trajectory while improving macroeconomic performance. Moreover, scenarios incorporating ICT exhibit notably lower carbon prices, indicating that ICT adoption serves as a cost-effective mitigation mechanism.
In the Middle East, where digital infrastructure is expanding rapidly but unevenly, the required subsidies are higher than in Iran, reflecting differences in baseline ICT penetration, governance capacity, and institutional readiness. Nevertheless, both regions demonstrate improved economic outcomes and environmental indicators when ICT is integrated under constrained scenarios.
Discussion and Conclusion:
The integration of ICT into environmental–economic models such as RICE underscores its strategic value in advancing sustainable development. By facilitating real-time emissions monitoring, optimizing energy consumption, and digitizing traditionally resource-intensive sectors, ICT can act as a catalyst for green growth. The study’s findings underscore the necessity of tailored ICT subsidy programs that reflect each region’s unique developmental challenges and opportunities.
Crucially, the simulations indicate that ICT does not merely function as a supportive tool—it actively transforms the policy landscape. Its capacity to lower the marginal cost of carbon abatement and reduce dependency on fossil-fuel-driven growth models makes it indispensable for climate-smart policy design. In scenarios where ICT is present, the economic system demonstrates greater resilience to climate shocks and stricter emissions regulations, supporting the notion that digital transformation can be harmonized with ecological sustainability.
Furthermore, the study identifies a strong inverse relationship between ICT proliferation and CO₂ intensity, particularly when subsidies are optimized. This finding supports the Environmental Kuznets Curve (EKC) hypothesis, which posits an inverted U-shaped relationship between environmental degradation and economic growth. Environmental degradation initially increases with growth but declines after reaching a certain level of technological maturity and institutional efficiency. ICT accelerates this turning point by fostering cleaner production methods and smarter consumption patterns.
From a policy perspective, this research advocates for smart, region-specific subsidy strategies that maximize the environmental return on investment. Subsidies should prioritize digital infrastructure in underserved areas, incentivize private-sector innovation, and be complemented by measures such as carbon pricing and regulatory reform.
In conclusion, the study confirms that ICT is a critical enabler in the global response to climate change. When supported by appropriate economic incentives, it not only reduces greenhouse gas emissions but also drives inclusive economic growth. For countries such as Iran and those in the Middle East, where climate risks are high and digital transitions are ongoing, investing in ICT subsidies is not merely a policy option—it is a strategic imperative.
Keywords

Subjects


Alataş, S. (2021). The role of information and communication technologies for environmental sustainability: Evidence from a large panel data analysis. Journal of Environmental Management, 293, 112889.
Alavipour, F., Ehsani, E., Thalathi, M., & Chahraazar, F. (2013). The impact of information and communication technology on sustainable environmental development. Quarterly Journal of Environmental Education and Sustainable Development, 2(5), 53-72. [In Persian].
Appiah-Otoo, I., & Song, N. (2021). The impact of ICT on economic growth-Comparing rich and poor countries. Telecommunications Policy, 45(2), 102082.
Appiah-Otoo, I., Acheampong, A. O., Song, N., & Chen, X. (2022). The impact of information and communication technology (ICT) on carbon dioxide emissions: Evidence from heterogeneous ICT countries. Energy & Environment, 0958305X221118877.
Arshad, Z., Robaina, M., & Botelho, A. (2020). The role of ICT in energy consumption and environment: An empirical investigation of Asian economies with cluster analysis. Environmental Science and Pollution Research, 27(26), 32913-32932.
Asongu, S. A., Le Roux, S., & Biekpe, N. (2018). Enhancing ICT for environmental sustainability in sub-Saharan Africa. Technological Forecasting and Social Change, 127, 209-216.
Avom, D., Nkengfack, H., Fotio, H. K., & Totouom, A. (2020). ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels. Technological Forecasting and Social Change, 155, 120028.
Bakhshei Dashjerdi, R., Nazari Zanyani, A., & Dehghani Shahzadeh, F. (2018). The impact of intergenerational equity on global warming and economic growth, with emphasis on the role of the time preference rate: A case study of the Middle East and North Africa region. Quarterly Journal of Economic Research and Policy, 26(86), 67-104. [In Persian].
Ben Lahouel, B., Taleb, L., Managi, Sh., & Guesmi, K. (2022). The threshold effects of ICT on CO2 emissions: Evidence from the MENA countries. Environmental Economics and Policy Studies, 1-21. https://ideas.repec.org/a/ spr/envpol/v26y2024i2d10.1007_s10018-022-00346-w.html
Briglauer, W., Cambini, C., & Grajek, M. (2023). Evaluating the effects of ICT core elements on CO₂ emissions: Recent evidence from OECD countries. Telecommunications Policy, 47(5), 102492.
https://DOI.org/10.1016/j.telpol.2023.102492
Charfeddine, L., & Kahia, M. (2021). Do information and communication technology and renewable energy use matter for carbon dioxide emissions reduction? Evidence from the Middle East and North Africa region. Journal of Cleaner Production, 327, 129410.
Chen, W., & Hu, Z. H. (2018). Using evolutionary game theory to study governments and manufacturers’ behavioral strategies under various carbon taxes and subsidies. Journal of Cleaner Production, 201, 123-141.
Chen, W., & Hu, Z. H. (2020). Analysis of multi-stakeholders’ behavioral strategies considering public participation under carbon taxes and subsidies: An evolutionary game approach. Sustainability, 12(3), 1023.
Chien, F., Anwar, A., Hsu, C. C., Sharif, A., Razzaq, A., & Sinha, A. (2021). The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries. Technology in Society, 65, 101587.
Du, Q., Yan, Y., Huang, Y., Hao, C., & Wu, J. (2021). Evolutionary games of low-carbon behaviors of construction stakeholders under carbon taxes. International Journal of Environmental Research and Public Health, 18(2), 508.
Elmi, Z., & Arianfar, F. (2023). The role of information and communication technology and per capita income on CO₂ emissions in OPEC Plus oil-exporting countries with an emphasis on the environmental Kuznets curve. Environmental Science Studies, 8(3), 7130-7148. [In Persian].
Faisal, F., Tursoy, T., & Pervaiz, R. (2020). Does ICT lessen CO2 emissions for fast-emerging economies? An application of the heterogeneous panel estimations. Environmental Science and Pollution Research, 27(10), 10778-10789.
Fallahi, F., Sadoodi, S., & Memipur, S. (2012). The impact of information and communication technology (ICT) on the environmental quality in Iran. Quarterly Journal of Environmental Economics and Energy, 1(2), 149-171. [In Persian]
Farazmand, H., Salahmanesh, E., Andayesh, Y., & Rezaei, M. (2019). Social cost of carbon in Iran: Concepts and results of the DICE-2016R model and alternative approaches. Quarterly Journal of Economic Research and Policies, 27(90), 276-243. [In Persian]
Fernández-Portillo, A., Almodóvar-González, M., & Hernández-Mogollón, R. (2020). Impact of ICT development on economic growth: A study of OECD European Union countries. Technology in Society, 63, 101420.
Ghasemi Nejad, M., Jahangard, E., & Sharifi, M. (2016). The impact of information and communication technology on carbon dioxide emissions in selected countries. Master's Thesis, Allameh Tabataba'i University, Faculty of Economic Sciences. [In Persian]
Ghazouani, A., Xia, W., Ben Jebli, M., & Shahzad, U. (2020). Exploring the role of carbon taxation policies on CO2 emissions: Contextual evidence from tax implementation and non-implementation European Countries. Sustainability, 12(20), 8680.
Hajipour Apourvari, M., Nejati, M., Bahmani, M., Jalaei, A., & Seyed Abdolmajid, M. (2023). Investigating the effect of ICT goods imports on renewable energy production: The case of Iran. Economic Modeling Research Quarterly, 14(51), 68–112. [In Persian]
Haqshenas, M., Moayedfar, R., Farahmand, S., & Sharifi, A. (2021). Economic outlook of MENA countries until 2105: The application of the RICE model. Quarterly Journal of Applied Economic Theories, 4(8), 35-76. [In Persian]
Hasel, N., & Mazini, E. (2013). Evaluating the effect of information and communication technology on the environment. Environmental Research Studies, 4(7), 114-103. [In Persian]
Higón, D. A., Gholami, R., & Shirazi, F. (2017). ICT and environmental sustainability: A global perspective. Telematics and Informatics, 34(4), 85-95.
Jafari Parvazkhahlu, K., Paytakhti Eskoui, A., & Azali, R. (2021). Investigating the impact of information and communication technology (ICT) and economic growth on environmental pollution: A case study of Gulf Cooperation Council (GCC) countries. Biannual Journal of Scientific Studies and Economic Policies, 1(8), 111-138. [In Persian]
Jahangard, E., Banoui, A., Barkhordari, S., Amadeh, H., & Doodabinejad, E. (2019). Comparing the economic effects of implementing carbon taxes and energy price taxes in Iran's economy: A computable general equilibrium approach. Iranian Journal of Energy Economics Research, 8(30), 61-92. [In Persian]
Kahouli, B., Hamdi, B., Nafla, A., & Chabaane, N. (2022). Investigating the relationship between ICT, green energy, total factor productivity, and ecological footprint: Empirical evidence from Saudi Arabia. Energy Strategy Reviews, 42,
100871.
Khan, F. N., Sana, A., & Arif, U. (2020). Information and communication technology (ICT) and environmental sustainability: A panel data analysis. Environmental Science and Pollution Research, 27(29), 36718-36731.
Khan, H., Weili, L., & Khan, I. (2022). Examining the effect of information and communication technology, innovations, and renewable energy consumption on CO2 emission: Evidence from BRICS countries. Environmental Science and Pollution Research, 29(31), 1-17.
Lennerfors, T. T., Fors, P., & van Rooijen, J. (2015). ICT and environmental sustainability in a changing society: The view of ecological World Systems Theory. Information Technology & People, № 4, 758-774.
Liu, C., Huang, W., & Yang, C. (2017). The evolutionary dynamics of China’s electric vehicle industry-Taxes vs. subsidies. Computers & Industrial
 Engineering
, 113, 103-122.
Lu, W. C. (2018). The impacts of information and communication technology, energy consumption, financial development, and economic growth on carbon dioxide emissions in 12 Asian countries. Mitigation and Adaptation Strategies for Global Change, 23(8), 1351-1365.
Magazzino, C., Porrini, D., Fusco, G., & Schneider, N. (2021). Investigating the link among ICT, electricity consumption, air pollution, and economic growth in EU countries. Energy Sources, Part B: Economics, Planning, and Policy, 16(11-
12), 976-998.
Majdzadeh Tabatabaei, Sh., Hadian, E., & Zibaee, M. (2016). Determining the appropriate subsidy level for renewable energy development in Iran using a computable general equilibrium model with a hybrid approach. Iranian Journal of Energy Economics Research, 5(17), 167-129. [In Persian]
Murshed, M. (2020). An empirical analysis of the non-linear impacts of ICT-trade openness on renewable energy transition, energy efficiency, clean cooking fuel access and environmental sustainability in South Asia. Environmental Science and Pollution Research, 27(29), 36254-36281.
Nejati, M., & Shah, S. A. A. (2023). Effect of information and communication technology on CO₂ emissions: An empirical analysis. Technological Forecasting and Social Change, 189, 122375.
https://DOI.org/10.1016/j.techfore.2023.122375
Nematollahi, Fatemeh., Sadraye Jowaheri, Ahmad., Samadi, Ali-Hossein, & Ruhollah Shahnazi. (2018). Determining the necessary subsidy for investment in research and development for air pollution reduction policy in Iran using a computable general equilibrium model: A case study of Iran's economy. Scientific-Research Quarterly Journal of Economic Growth and Development Research, 8(32), 46-33. [In Persian]
Nematollahi Sarvestani, Sh., Memarnezhad, A., & Mohammadi, T. (2023). The effect of carbon tariffs on production and trade in energy industries in Iran using the GTAP-E computable general equilibrium model. Business Studies, 21(121), 21-36. [In Persian]
Nguyen, V. C. T., & Le, H. Q. (2024). The impact of ICT infrastructure, technological innovation, renewable energy consumption and financial development on carbon dioxide emission in emerging economies: New evidence from Vietnam. Management of Environmental Quality: An International Journal, 35(6), 1233-1253.
Nordhaus, W. D., & Yang, Z. (1996). A regional dynamic general-equilibrium model of alternative climate-change strategies. The American Economic Review, Vol. 86, No. 4, 741-765.
Noroozi, Hayedeh, Shahnazi, Ruhollah, Hadian, Ebrahim, & Farajzadeh, Zakaria. (2024). Determining the carbon tax rate considering endogenous growth: A case study of Iran. Quarterly Journal of Economic Modeling Studies. Vol. 14, Issue 53. [In Persian]
OECD. (2017). Policies to support the ICT sector. (OECD Digital Economy Papers, DSTI/CDEP/MADE(2017)1). Organisation for Economic Co-operation and Development. https://one.oecd.org/document/DSTI/CDEP/MADE(2017)1/en/pdf
Ozcan, B., & Apergis, N. (2018). The impact of internet use on air pollution: Evidence from emerging countries. Environmental Science and Pollution Research, 25(5), 4174-4189.
Pohjola, M. (2002). The new economy in growth and development. Oxford Review of Economic Policy, 18(3), 380-396.
Quah, D. (2003). Digital goods and the new economy. Available at SSRN 410604.
Raheem, I. D., Tiwari, A. K., & Balsalobre-Lorente, D. (2020). The role of ICT and financial development in CO₂ emissions and economic growth. Environmental Science and Pollution Research, 27(2), 1912-1922.
Sayyadi, M., Soheili Ahmadi, H., Aryafar, M., & Moradi, F. (2023). Scenario analysis of short-term and long-term impacts of carbon tax policy and energy subsidy removal on CO2 emissions in Iran. Journal of Energy Planning and Policy Studies, 3(9), 125-170. [In Persian]
Shaaban-Nejad, S., & Shirazi, F. (2022). ICT and Environmental Sustainability: A Comparative Study. Sustainability, 14(14), 8651.
Shabani, Z. D., & Shahnazi, R. (2019). Energy consumption, carbon dioxide emissions, information and communications technology, and gross domestic product in Iranian economic sectors: A panel causality analysis. Energy, 169, 1064-1078.
Shahnazi, R., & Dehghan Shabani, Z. (2019). The effects of spatial spillover information and communications technology on carbon dioxide emissions in Iran. Environmental Science and Pollution Research, 26(23), 24198-24212.
Shahnazi, R. (2021). Do information and communications technology spillovers affect labor productivity?. Structural Change and Economic Dynamics, 59, 342-
359.
Wen, Y., Shabbir, M. S., Haseeb, M., Kamal, M., Anwar, A., Khan, M. F., & Malik, S. (2022). The dynamic effect of information and communication technology and renewable energy on CO₂ emission: Fresh evidence from panel quantile regression. Frontiers in Environmental Science, 1123.
World Bank. (2013). ICT Sector-Results Profile. The World Bank.
Worldometer. (n.d.). Iran CO₂ emissions. Retrieved April 24, 2025, from:
Ulucak, R., & Khan, S. U. D. (2020). Does information and communication technology affect CO₂ mitigation under the pathway of sustainable development during the mode of globalization?. Sustainable Development, 28(4), 857-867.
Yu, P. (2020). Carbon tax/subsidy policy choice and its effects in the presence of interest groups. Energy Policy, 147, 111886.
Yuyin, Y., & Jinxi, L. (2018). The effect of governmental policies of carbon taxes and energy-saving subsidies on enterprise decisions in a two-echelon supply chain. Journal of Cleaner Production, 181, 675-691.
Zhang, J., Wang, B., & Latif, Z. (2019). Towards cross‐regional sustainable development: The nexus between information and communication technology, energy consumption, and CO 2 emissions. Sustainable Development, 27(5),
990-1000.
Zhu, G., Pan, G., & Zhang, W. (2018). Evolutionary game theoretic analysis of low carbon investment in supply chains under governmental subsidies. International Journal of Environmental Research and Public Health, 15(11), 2465.