Renewable Energy Transition, Climate Risk, and Development Finance: Evidence from Pakistan Using ARDL and Causality Analysis
Abstract
Abstract
This study examines the dynamic relationship between greenhouse gas emissions, climate‑related financial flows, and renewable energy development within Pakistan’s evolving development finance landscape. Focusing on Foreign Direct Investment (FDI), Official Development Assistance (ODA), trade openness, and bilateral and multilateral agreements, the analysis evaluates how these factors shape renewable energy capacity and influence the country’s transition toward cleaner energy. The study also considers the role of Clean Energy Standard policies and the broader implications of carbon emissions for economic growth. Using unit root tests, the Autoregressive Distributed Lag (ARDL) framework, and Granger causality analysis, and grounded in Green Growth Theory and the Environmental Kuznets Curve (EKC), the results show that ODA and trade positively affect renewable energy capacity in the long run, while FDI and CO2 emissions exert negative impacts. Short‑run findings highlight the immediate adverse effect of carbon emissions on renewable energy development. Bilateral and multilateral agreements consistently emerge as strong drivers of renewable energy expansion. Overall, the results indicate that Pakistan’s renewable energy transition is shaped by intertwined financial, policy, and environmental factors, underscoring the need for coordinated climate‑aligned development strategies.
Keywords:
Renewable energy transition, Climate risk, Development finance, Carbon emissions, PakistanReferences
- [1] Fakher, H. A., & Idroes, G. M. (2025). Room for improving the ecological sustainability gap in g20 economies through the lens of load capacity factor: The role of green energy initiatives as moderators. Innovations in environmental economics, 1(1), 1–18. https://doi.org/10.48313/iee.v1i1.33
- [2] Amara, D. Ben., & Qiao, J. (2023). From economic growth to inclusive green growth: How do carbon emissions, eco-innovation and international collaboration develop economic growth and tackle climate change? Journal of cleaner production, 425, 138986. https://doi.org/10.1016/j.jclepro.2023.138986
- [3] Fakher, H. A., Panahi, M., Emami, K., Peykarjou, K., & Zeraatkish, S. Y. (2021). New insight into development of environmental-economic model based on a composite environmental quality index: An application of principal components analysis. Journal of decisions and operations research, 6(2), 183–209. https://doi.org/10.22105/DMOR.2021.276820.1334
- [4] He, X., Khan, S., Ozturk, I., & Murshed, M. (2023). The role of renewable energy investment in tackling climate change concerns: Environmental policies for achieving SDG-13. Sustainable development, 31(3), 1888–1901. https://doi.org/10.1002/sd.2491
- [5] Usman, M., Jahanger, A., Radulescu, M., & Balsalobre-Lorente, D. (2022). Do nuclear energy, renewable energy, and environmental-related technologies asymmetrically reduce ecological footprint? Evidence from Pakistan. Energies, 15(9), 3448. https://doi.org/10.3390/en15093448
- [6] Raju, A. S. (2023). Energy security and cooperation in South Asia. The routledge handbook of south Asia (pp. 293–307). Routledge India. https://doi.org/10.4324/9781003279662
- [7] Kim, S. K., & Park, S. (2023). Impacts of renewable energy on climate vulnerability: A global perspective for energy transition in a climate adaptation framework. Science of the total environment, 859, 160175. https://doi.org/10.1016/j.scitotenv.2022.160175
- [8] Dogan, E., Hodžić, S., & Šikić, T. F. (2023). Do energy and environmental taxes stimulate or inhibit renewable energy deployment in the European Union? Renewable energy, 202, 1138–1145. https://doi.org/10.1016/j.renene.2022.11.107
- [9] Nishtar, Z., & Afzal, J. (2023). History of emerging trends of renewable energy for sustainable development in Pakistan. Journal of history and social sciences, 14(2), 296–309. https://doi.org/10.46422/jhss.v14i1.270
- [10] Amir, I., Tang, X., Jahangir, S., Yang, Y., & Rasool, S. F. (2023). Decoupling mechanism of industry carbon emissions, carbon intensity and economic growth in Pakistan. Indoor and built environment, 32(8), 1707–1726. https://doi.org/10.1177/1420326X231159586
- [11] Xin, G., & Kiran, N. (2023). Development path of bilateral economic relations between pakistan and china: current international situation. Journal of Development and social sciences, 4(4), 12–22. https://doi.org/10.47205/jdss.2023(4-IV)02
- [12] Shahid, M. H., Rena, R., Mubeen, S., & Yasin, I. (2023). Identifying the factors affecting international financial institutions lending to pakistan in the context of political economy. Political economy of development in the global south post-Covid-19 pandemic (pp. 167–183). Springer. https://doi.org/10.1007/978-981-99-4074-5_8
- [13] Bashir, M. A., Dengfeng, Z., Khan, M. I., Shahzad, F., & Khalil, S. (2023). Novel research methods on the net-zero economy of climate finance in the energy sector. Economic research-ekonomska Istraživanja, 36(1), 2389–2399. https://doi.org/10.1080/1331677X.2022.2097111
- [14] Iqbal, S., Wang, Y., Ali, S., Haider, M. A., & Amin, N. (2023). Shifting to a green economy: Asymmetric macroeconomic determinants of renewable energy production in Pakistan. Renewable energy, 202, 234–241. https://doi.org/10.1016/j.renene.2022.11.071
- [15] Ali, S., Yan, Q., Dilanchiev, A., Irfan, M., & Balabeyova, N. (2023). Retracted article: Economic development, social media awareness, and technological innovation in biogas sector under climate change in the post-COVID-19 pandemic conditions. Environmental science and pollution research, 30(33), 79960–79979. https://doi.org/10.1007/s11356-023-27965-4
- [16] Rehan, M., Raza, M. A., Aman, M. M., Abro, A. G., Ismail, I. M. I., Munir, S., … & Ali, N. (2023). Untapping the potential of bioenergy for achieving sustainable energy future in Pakistan. Energy, 275, 127472. https://doi.org/10.1016/j.energy.2023.127472
- [17] Tahir, Z. (2023). Impact of electricity power consumption, GDP, trade, urban population, foreign direct investment and renewable energy consumption on CO2 emissions: Evidence from Pakistan. IRASD Journal of Energy & Environment, 4(1), 30–41. https://doi.org/10.52131/jee.2023.0401.0033
- [18] Raza, M. A., Aman, M. M., Abro, A. G., Shahid, M., Ara, D., Waseer, T. A., … & Haider, R. (2023). A simulation model of climate policy analysis for sustainable environment in Pakistan. Environmental progress & sustainable energy, 42(3), e14144. https://doi.org/10.1002/ep.14144
- [19] Borensztein, E., De Gregorio, J., & Lee, J. W. (1998). How does foreign direct investment affect economic growth? Journal of international economics, 45(1), 115-135. https://doi.org/10.1016/S0022-1996(97)00033-0
- [20] Fakher, H. A. (2021). The role of environmental sustainability, foreign direct investment and trade openness in economic growth: With emphasis on the causal linkage. Big Data and computing visions, 1(2), 57–70. https://doi.org/10.22105/bdcv.2021.142227
- [21] Kentor, J. (1998). The long-term effects of foreign investment dependence on economic growth, 1940--1990. American journal of sociology, 103(4), 1024–1046. http://dx.doi.org/10.1086/231295
- [22] Spalding-Fecher, R., Winkler, H., &Mwakasonda, S. (2005). Energy and the world summit on sustainable development: What next? Energy policy. 33, 99-112 . https://doi.org/10.1016/S0301-4215(03)00203-9
- [23] Liming, H. (2007). A study of China--India cooperation in renewable energy field. Renewable and sustainable energy reviews, 11(8), 1739–1757. https://doi.org/10.1016/j.rser.2006.01.004
- [24] Perry, S., Klemeš, J., & Bulatov, I. (2008). Integrating waste and renewable energy to reduce the carbon footprint of locally integrated energy sectors. Energy, 33(10), 1489–1497. https://doi.org/10.1016/j.energy.2008.03.008
- [25] Zhang, X. P., & Cheng, X. M. (2009). Energy consumption, carbon emissions, and economic growth in China. Ecological ECONOMICS, 68(10), 2706–2712. https://doi.org/10.1016/j.ecolecon.2009.05.011
- [26] Woods, N. (2008). Whose aid? Whose influence? China, emerging donors and the silent revolution in development assistance. International affairs, 84(6), 1205–1221. https://doi.org/10.1111/j.1468-2346.2008.00765.x
- [27] Camelia Minoiu., & Reddy, S. G. (2010). Development aid and economic growth: A positive long-run relation. The Quarterly review of economics and finance, 50(1), 27–39. https://doi.org/10.1016/j.qref.2009.10.004
- [28] Sachs, J. D. (2012). From millennium development goals to sustainable development goals. The lancet, 379(9832), 2206–2211. https://doi.org/10.1016/S0140-6736(12)60685-0%0A
- [29] Lee, J. W. (2013). The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy policy, 55, 483–489. https://doi.org/10.1016/j.enpol.2012.12.039
- [30] Dalla Longa, F., & Van Der Zwaan, B. (2017). Do Kenya’s climate change mitigation ambitions necessitate large-scale renewable energy deployment and dedicated low-carbon energy policy? Renewable energy, 113, 1559–1568. https://doi.org/10.1016/j.renene.2017.06.026
- [31] Ben Jebli, M., Ben Youssef, S., & Apergis, N. (2019). The dynamic linkage between renewable energy, tourism, CO2 emissions, economic growth, foreign direct investment, and trade. Latin american economic review, 28(1), 1–19. https://doi.org/10.1186/s40503-019-0063-7
- [32] Malik, M. Y., Latif, K., Khan, Z., Butt, H. D., Hussain, M., & Nadeem, M. A. (2020). Symmetric and asymmetric impact of oil price, FDI and economic growth on carbon emission in Pakistan: Evidence from ARDL and non-linear ARDL approach. Science of the total environment, 726, 138421. https://doi.org/10.1016/j.scitotenv.2020.138421
- [33] Mele, M., Gurrieri, A. R., Morelli, G., & Magazzino, C. (2021). Nature and climate change effects on economic growth: An LSTM experiment on renewable energy resources. Environmental science and pollution research, 28(30), 41127–41134. https://doi.org/10.1007/s11356-021-13337-3
- [34] Sikora, A. (2021). European green deal--legal and financial challenges of the climate change. Era forum (Vol. 21, pp. 681–697). https://doi.org/10.1007/s12027-020-00637-3
- [35] Wang, K., Zhao, B., Fan, T., & Zhang, J. (2022). Economic growth targets and carbon emissions: Evidence from China. International journal of environmental research and public health, 19(13), 8053. https://doi.org/10.3390/ijerph19138053
- [36] Raihan, A., & Tuspekova, A. (2022). The nexus between economic growth, renewable energy use, agricultural land expansion, and carbon emissions: New insights from Peru. Energy nexus, 6, 100067. https://doi.org/10.1016/j.nexus.2022.100067
- [37] Appiah-Otoo, I., Chen, X., & Ampah, J. D. (2023). Exploring the moderating role of foreign direct investment in the renewable energy and economic growth nexus: Evidence from West Africa. Energy, 281, 128346. https://doi.org/10.1016/j.energy.2023.128346
- [38] Iqbal, A., Tang, X., & Rasool, S. F. (2023). Investigating the nexus between CO2 emissions, renewable energy consumption, FDI, exports and economic growth: Evidence from BRICS countries. Environment, development and sustainability, 25(3), 2234–2263. https://doi.org/10.1007/s10668-022-02128-6
- [39] Ali, H. S., Sahoo, M., Alam, M. M., Tijjani, I. I., Al-Amin, A. Q., & Ahmed, A. (2023). Structural transformations and conventional energy-based power utilization on carbon emissions: Empirical evidence from Pakistan. Environment, development and sustainability, 25(3), 2419–2442. https://doi.org/10.1007/s10668-022-02133-9
- [40] Raihan, A., Rashid, M., Voumik, L. C., Akter, S., & Esquivias, M. A. (2023). The dynamic impacts of economic growth, financial globalization, fossil fuel, renewable energy, and urbanization on load capacity factor in Mexico. Sustainability, 15(18), 13462. https://doi.org/10.3390/su151813462
- [41] Raza, M. Y., Wu, R., & Lin, B. (2023). A decoupling process of Pakistan’s agriculture sector: Insights from energy and economic perspectives. Energy, 263, 125658. https://doi.org/10.1016/j.energy.2022.125658
- [42] Rej, S., Bandyopadhyay, A., Das, N., Hossain, M. E., Islam, M. S., Bera, P., & Yeediballi, T. (2023). The asymmetric influence of environmental-related technological innovation on climate change mitigation: What role do FDI and renewable energy play? Environmental science and pollution research, 30(6), 14916–14931. https://doi.org/10.1007/s11356-022-23182-7
- [43] Leitão, N. C., Dos Santos Parente, C. C., Balsalobre-Lorente, D., & Cantos Cantos, J. M. (2023). Revisiting the effects of energy, population, foreign direct investment, and economic growth in Visegrad countries under the EKC scheme. Environmental science and pollution research, 30(6), 15102–15114. https://doi.org/10.1007/s11356-022-23188-1
- [44] Madaleno, M., & Nogueira, M. C. (2023). How renewable energy and CO2 emissions contribute to economic growth, and sustainability—an extensive analysis. Sustainability, 15(5), 4089. https://doi.org/10.3390/su15054089
- [45] Edo, S., Matthew, O., & Ogunrinola, I. (2023). Bilateral and multilateral aid perspectives of economic growth in sub-Saharan Africa. African journal of economic and management studies, 14(1), 1–17. https://doi.org/10.1108/AJEMS-02-2022-0047
- [46] Hieu, V. M., & Mai, N. H. (2023). Impact of renewable energy on economic growth? Novel evidence from developing countries through MMQR estimations. Environmental science and pollution research, 30(1), 578–593. https://doi.org/10.1007/s11356-022-21956-7
- [47] Ali, A., Radulescu, M., & Balsalobre-Lorente, D. (2023). A dynamic relationship between renewable energy consumption, nonrenewable energy consumption, economic growth, and carbon dioxide emissions: Evidence from Asian emerging economies. Energy & environment, 34(8), 3529-3552. https://doi.org/10.1177/0958305X231151684
- [48] Kostakis, I., & Arauzo-Carod, J. M. (2023). The key roles of renewable energy and economic growth in disaggregated environmental degradation: Evidence from highly developed, heterogeneous and cross-correlated countries. Renewable energy, 206, 1315–1325. https://doi.org/10.1016/j.renene.2023.02.106
- [49] Jacobs, M. (2012). Green growth: Economic theory and political discourse. Grantham research institute on climate change and the environment, london school of economics and political science., 108. https://www.lse.ac.uk/granthaminstitute/wp-content/uploads/2012/10/WP92-green-growth-economic-theory-political-discourse.pdf
- [50] Smulders, S., Toman, M., & Withagen, C. (2014). Growth theory and ‘green growth’. Oxford review of economic policy, 30(3), 423–446. https://doi.org/10.1093/oxrep/gru027
- [51] Sandberg, M., Klockars, K., & Wilén, K. (2019). Green growth or degrowth? Assessing the normative justifications for environmental sustainability and economic growth through critical social theory. Journal of cleaner production, 206, 133–141. https://doi.org/10.1016/j.jclepro.2018.09.175
- [52] World Bank. (2020). Inclusive green growth: The pathway to sustainable development. World Bank.
- [53] Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of economic perspectives, 16(1), 147–168. https://doi.org/10.1257/0895330027157
- [54] Dinda, S. (2004). Environmental Kuznets curve hypothesis: A Survey. Ecological economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011
- [55] Stern, D. I. (2017). The environmental Kuznets curve after 25 years. Journal of bioeconomics, 19(1), 7–28. https://doi.org/10.1007/s10818-017-9243-1
- [56] Kang, X., Khan, F. U., Ullah, R., Arif, M., Rehman, S. U., & Ullah, F. (2021). Does foreign direct investment influence renewable energy consumption? Empirical evidence from south Asian countries. Energies, 14(12), 3470. https://doi.org/10.3390/en14123470
- [57] Latief, R., & Lefen, L. (2019). Foreign direct investment in the power and energy sector, energy consumption, and economic growth: Empirical evidence from Pakistan. Sustainability, 11(1), 192. https://doi.org/10.3390/su11010192
- [58] Cao, W., Chen, S., & Huang, Z. (2020). Does foreign direct investment impact energy intensity? Evidence from developing countries. Mathematical problems in engineering, 2020(1), 5695684. https://doi.org/10.1155/2020/5695684
- [59] Ullah, I., Rehman, A., Khan, F. U., Shah, M. H., & Khan, F. (2020). Nexus between trade, CO2 emissions, renewable energy, and health expenditure in Pakistan. The international journal of health planning and management, 35(4), 818–831. https://doi.org/10.1002/hpm.2912
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Innovations in Environmental Economics

This work is licensed under a Creative Commons Attribution 4.0 International License.
