Abstract
Over the last few years, global warming and rapid climate change have become major risk factors that pose a serious threat to global security. A key factor behind these risk factors is greenhouse gases, which emit mainly carbon dioxide (CO2). The existing literature seeks to determine the economic and non-economic aspects of CO2 emissions to prevent environmental degradation. However, the effects of economic policy uncertainty and foreign direct investment on CO2 emissions are undeniable. This study examines the impact of economic policy uncertainty and foreign direct investment on CO2 emissions in the panel of 24 developed and developing nations from 2001 to 2019. After verifying cross-sectional dependency and co-integration among parameters, the dynamic seemingly unrelated regression and panel vector error correction model (VECM) Granger causality methods are used for long-run estimates and verify the causal link among variables. Our findings show that economic policy uncertainty, economic growth, trade, and energy consumption adversely impact the environment, while foreign direct investment enhances sample countries’ environmental quality. Furthermore, a bidirectional relationship exists between CO2, economic policy uncertainty, economic growth, trade, and energy consumption. In addition, this study observed similar results in a robustness analysis using the dynamic common correlated effects and fixed effect panel quantile regression frameworks. Based on the inclusive outcomes, this study forms significant suggestions for policy implications. Specifically, policymakers should design environmental-friendly trade policies, explore renewable energy options, and implement green investment and financing strategies to improve the environment.
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The data relevant to this research is publicly available from the World Development Indicators or obtained from the authors by making a reasonable request.
Notes
“Record annual increase of carbon dioxide observed at Mauna Loa for 2015”. NOAA.9 March 9, 2016
“CO2 levels make largest recorded annual leap, Noaa data shows” The Guardian, March 10, 2016, Retrieved March 14, 2016
Name of the countries: Australia, Brazil, Canada, Chile, China, Colombia, Croatia, France, Germany, Greece, Hong Kong, India, Ireland, Italy, Japan, Mexico, Netherlands, Russia, Singapore, South Korea, Spain, Sweden, the UK, and the USA
All economic policy uncertainty indices are taken from https://www.policyuncertainty.com.
References
Adedoyin FF, Zakari A (2020) Energy consumption, economic expansion, and CO2 emission in the UK: the role of economic policy uncertainty Science of The Total Environment:140014
Adedoyin FF, Nathaniel S, Adeleye N (2021) An investigation into the anthropogenic nexus among consumption of energy, tourism, and economic growth: do economic policy uncertainties matter? Environ Sci Pollut Res 28(3):2835–2847
Ahmad M, Jiang P, Majeed A, Raza MY (2020) Does financial development and foreign direct investment improve environmental quality? Evidence from belt and road countries. Environ. Sci. Pollut. Res. 27:23586–23601
Ahmad M, Ahmed Z, Majeed A, Huang B (2021) An environmental impact assessment of economic complexity and energy consumption : does institutional quality make a difference ? Environ Impact Assess. Rev. 89:106603
Ahmad M, Jiang P, Murshed M, Shehzad K, Akram R, Cui L, Khan Z (2021) Modelling the dynamic linkages between eco-innovation urbanization economic growth and ecological footprints for G7 countries: Does financial globalization matter?. Sustainable Cities and Society. https://doi.org/10.1016/j.scs.2021.102881
Al-mulali U (2012) Factors affecting CO2 emission in the Middle East: a panel data analysis. Energy 44:564–569
Al-Mulali U, Tang CF (2013) Investigating the validity of pollution haven hypothesis in the gulf cooperation council (GCC) countries Energy Policy 60:813-819
Albulescu CT, Ionescu AM (2018) The long-run impact of monetary policy uncertainty and banking stability on inward FDI in EU countries. Res Intl Business Finance 45:72–81
Aloui R, Gupta R, Miller SM (2016) Uncertainty and crude oil returns. Energy Econ 55:92–100
Antonakakis N, Chatziantoniou I, Filis G (2014) Dynamic spillovers of oil price shocks and economic policy uncertainty. Energy Econ 44:433–447
Asiedu E (2006) Foreign direct investment in Africa: the role of natural resources, market size, government policy, institutions and political instability. World Econ 29:63–77
Atici C (2012) Carbon emissions, trade liberalization, and the Japan–ASEAN interaction: a group-wise examination. J Japanese Intl Econ 26:167–178
Azzimonti M (2018) Partisan conflict and private investment. J Monetary Econ 93:114–131
Azzimonti M (2019) Does partisan conflict deter FDI inflows to the US? J Intl Econ 120:162–178
Antweiler W, Copeland BR, Taylor MS (2001) Is free trade good for the environment? Am Econ Rev 91(4):877–908. https://doi.org/10.1257/aer.91.4.877
Baek J (2016) A new look at the FDI–income–energy–environment nexus: dynamic panel data analysis of ASEAN. Energy Policy 91:22–27
Baker SR, Bloom N, Davis SJ (2016) Measuring economic policy uncertainty. Quart J Econ 131:1593–1636
Balcilar M, Gupta R, Segnon M (2016) The role of economic policy uncertainty in predicting US recessions: a mixed-frequency Markov-switching vector autoregressive approach Economics: The Open-Access. Open-Assessment E-Journal 10:1–20
Baltagi BH, Feng Q, Kao C (2012) A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model J Econ 170:164-177
Bernal O, Gnabo J-Y, Guilmin G (2016) Economic policy uncertainty and risk spillovers in the Eurozone. J Intl Money Finance 65:24–45
Bloom N (2009) The impact of uncertainty shocks econometrica 77:623-685
Bloom N (2014) Fluctuations in uncertainty. J Econ Pers 28:153–176
Breusch TS, Pagan AR (1980) The Lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud 47:239–253
Brogaard J, Detzel A (2015) The asset-pricing implications of government economic policy uncertainty. Manag Sci 61:3–18
Chandran V, Tang CF (2013) The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renew Sustain Energy Rev 24:445–453
Chen K, Nie H, Ge Z (2019a) Policy uncertainty and FDI: evidence from national elections. J Intl Trade Econ Dev 28:419–428
Chen MX, Moore MO (2010) Location decision of heterogeneous multinational firms. J Intl Econ 80:188–199
Chen S, Saud S, Saleem N, Bari MW (2019b) Nexus between financial development, energy consumption, income level, and ecological footprint in CEE countries: do human capital and biocapacity matter? Environ Sci Pollut Res 26:31856–31872
Christou C, Cunado J, Gupta R, Hassapis C (2017) Economic policy uncertainty and stock market returns in PacificRim countries: evidence based on a Bayesian panel VAR model. J Multinat Financial Manag 40:92–102
Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econ 188(2):393–420
Çolak G, Durnev A, Qian Y (2017) Political uncertainty and IPO activity: evidence from US gubernatorial elections. J Financial Quan Anal 52:2523–2564
Copeland BR, Taylor MS (1994) North-South Trade and the environment. Quart J Econ 109:755–787
Dash SR, Maitra D, Debata B, Mahakud J (2019) Economic policy uncertainty and stock market liquidity: evidence from G7 countries International Review of Finance
Davis SJ (2016) An index of global economic policy uncertainty. National Bureau of Economic Research,
Degiannakis S, Filis G, Panagiotakopoulou S (2018) Oil price shocks and uncertainty: how stable is their relationship over time? Econ Modell 72:42–53
Demena BA, Afesorgbor SK (2020) The effect of FDI on environmental emissions: evidence from a meta-analysis. Energy Policy 138:111192
Demena BA, Murshed SM (2018) Transmission channels matter: identifying spillovers from FDI. J Intl Trade Econ Dev 27:701–728
Demena BA, van Bergeijk PA (2019) Observing FDI spillover transmission channels: evidence from firms in Uganda. Third World Quart 40:1708–1729
Demir E, Ersan O (2017) Economic policy uncertainty and cash holdings: evidence from BRIC countries. Emerg Markets Rev 33:189–200
Ditzen J (2018) Estimating dynamic common-correlated effects in Stata. Stata J 18(3):585–617
Drobetz W, El Ghoul S, Guedhami O, Janzen M (2018) Policy uncertainty, investment, and the cost of capital. J Financial Stab 39:28–45
Dutta, A., Mishra, T., Uddin, G. S., & Yang, Y. (2020). Brexit uncertainty and volatility persistence in tourism demand. Current Issues in Tourism, 1-8.
Feng L, Li Z, Swenson DL (2017) Trade policy uncertainty and exports: evidence from China's WTO accession. J Intl Econ 106:20–36
Granger CWJ, Newbold P (1974) Spurious regressions in econometrics. J Econ 2:111–120
Gulen H, Ion M (2016) Policy uncertainty and corporate investment. Rev Financial Stud 29:523–564
Güvercin D (2019) The benefits and costs of foreign direct investment for sustainability in emerging market economies. In: Handbook of research on economic and political implications of green trading and energy use. IGI Global, pp 39-59
Hailemariam A, Smyth R, Zhang X (2019) Oil prices and economic policy uncertainty: evidence from a nonparametric panel data model. Energy Econ 83:40–51
Hamilton JD (1983) Oil and the macroeconomy since World War II. J Political Econ 91:228–248
Handley K, Limao N (2015) Trade and investment under policy uncertainty: theory and firm evidence. Am Econ J Econ Policy 7:189–222
Hao Y, Wu Y, Wu H, Ren S (2020) How do FDI and technical innovation affect environmental quality? Evidence from China Environ Sci Pollut Res 27:7835–7850
Haug AA, Ucal M (2019) The role of trade and FDI for CO2 emissions in Turkey: nonlinear relationships. Energy Econ 81:297–307
Jiang L, H-f Z, Bai L, Zhou P (2018) Does foreign direct investment drive environmental degradation in China? An empirical study based on air quality index from a spatial perspective. J Cleaner Prod 176:864–872
Jiang Y, Zhou Z, Liu C (2019) Does economic policy uncertainty matter for carbon emission? Evidence from US sector level data. Environ Sci Pollut Res 26:24380–24394
Julio B, Yook Y (2016) Policy uncertainty, irreversibility, and cross-border flows of capital. J Intl Econ 103:13–26
Junttila J, Vataja J (2018) Economic policy uncertainty effects for forecasting future real economic activity. Econ Syst 42:569–583
Jurado K, Ludvigson SC, Ng S (2015) Measuring uncertainty. Am Econ Rev 105:1177–1216
Kang W, Ratti RA, Vespignani J (2020) Impact of global uncertainty on the global economy and large developed and developing economies. Appl Econ 52:2392–2407
Kapetanios G, Pesaran MH, Yamagata T (2011) Panels with non-stationary multifactor error structures. J Econ 160(2):326–348
Keho Y (2015) Is foreign direct investment good or bad for the environment? Times series evidence from ECOWAS countries. Econ Bull 35:1916–1927
Kelly B, Pástor Ľ, Veronesi P (2016) The price of political uncertainty: Theory and evidence from the option market. J Finance 71:2417–2480
Kim MH, Adilov N (2012) The lesser of two evils: an empirical investigation of foreign direct investment-pollution tradeoff. Appl Econ 44:2597–2606
Krol R (2014) Economic policy uncertainty and exchange rate volatility. Intl Finance 17:241–256
Lackner KS (2010) Washing carbon out of the air. Sci Am 302(6):66–71
Lan J, Kakinaka M, Huang X (2012) Foreign direct investment, human capital and environmental pollution in China. Environ Resour Econ 51:255–275
Lau L-S, Choong C-K, Eng Y-K (2014) Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: do foreign direct investment and trade matter? Energy Policy 68:490–497
Lee JW (2013) The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy 55:483–489
Li AH (2016) Hopes of Limiting Global Warming?. China and the Paris Agreement on Climate Change. China Pers 2016(2016/1):49–54
List JA, Co CY (2000) The effects of environmental regulations on foreign direct investment. J Environ Econ Manag 40:1–20
Liu Q, Wang S, Zhang W, Zhan D, Li J (2018) Does foreign direct investment affect environmental pollution in China's cities? A spatial econometric perspective. Sci Total Environ 613:521–529
Liu, Y., & Zhang, Z. (2021). How Does Economic Policy Uncertainty Affect CO2 Emissions? A Regional Analysis in China.
Luo Y, Long X, Wu C, Zhang J (2017) Decoupling CO2 emissions from economic growth in agricultural sector across 30 Chinese provinces from 1997 to 2014. J Clean Prod 159:220–228
Mert M, Bölük G (2016) Do foreign direct investment and renewable energy consumption affect the CO 2 emissions? New evidence from a panel ARDL approach to Kyoto Annex countries. Environ Sci Pollut Res 23(21):21669–21681
Mielnik O, Goldemberg J (2002) Foreign direct investment and decoupling between energy and gross domestic product in developing countries. Energy Policy 30:87–89
Mensah IA, Sun M, Gao C, Omari-Sasu AY, Zhu D, Ampimah BC, Quarcoo A (2019) Analysis on the nexus of economic growth, fossil fuel energy consumption, CO2 emissions and oil price in Africa based on a PMG panel ARDL approach. J Cleaner Prod 228:161–174
Mensah IA, Sun M, Gao C, Omari-Sasu AY, Sun H, Ampimah BC, Quarcoo A (2020) Investigation on key contributors of energy consumption in dynamic heterogeneous panel data (DHPD) model for African countries: fresh evidence from dynamic common correlated effect (DCCE) approach. Environ Sci Pollut Res 27(31):38674–38694
Nilavongse R, Michał R, Uddin GS (2020) Economic policy uncertainty shocks, economic activity, and exchange rate adjustments. Econ Lett 186:108765
Olanipekun I, Olasehinde-Williams G, Saint Akadiri S (2019) Gasoline prices and economic policy uncertainty: what causes what, and why does it matter? Evidence from 18 selected countries. Environ Sci Pollut Res 26:15187–15193
Pao H-T, Tsai C-M (2011) Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy 36:685–693
Pástor Ľ, Veronesi P (2013) Political uncertainty and risk premia. J Financial Econ 110:520–545
Pedroni P (1999) Critical values for co-integration tests in heterogeneous panels with multiple regressors. Oxford Bull Econ Stat 61(S1):653–670
Pedroni P (2004) Panel co-integration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econ Theory 20(3):597–625
Perkins R, Neumayer E (2008) Fostering environment efficiency through transnational linkages? Trajectories of CO2 and SO2, 1980–2000. Environ Planning A 40:2970–2989
Perkins R, Neumayer E (2009) Transnational linkages and the spillover of environment-efficiency into developing countries. Global Environ Change 19:375–383
Pesaran, H. (2004). General diagnostic tests for cross-sectional dependence in panels. University of Cambridge, Cambridge Working Papers in Economics, 435.
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312
Pesaran MH (2006) Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica 74(4):967–1012
Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc 94(446):621–634
Pesaran MH, Smith R (1995) Estimating long-run relationships from dynamic heterogeneous panels. J Econ 68(1):79–113
Phan DHB, Sharma SS, Tran VT (2018) Can economic policy uncertainty predict stock returns? Global evidence J Intl Financial Markets, Inst Money 55:134–150
Phan HV, Nguyen NH, Nguyen HT, Hegde S (2019) Policy uncertainty and firm cash holdings. J Business Res 95:71–82
Pirgaip B, Dinçergök B (2020) Economic policy uncertainty, energy consumption and carbon emissions in G7 countries: evidence from a panel Granger causality analysis Environmental Science and Pollution Research International
Ren S, Yuan B, Ma X, Chen X (2014) International trade, FDI (foreign direct investment) and embodied CO2 emissions: a case study of Chinas industrial sectors. China Econ Rev 28:123–134
Rehman MU (2018) Do oil shocks predict economic policy uncertainty? Physica A: Stat Mech Appl 498:123–136
Rua A (2018) Modelling currency demand in a small open economy within a monetary union. Econ Modell 74:88–96
Sabir S, Qayyum U, Majeed T (2020) FDI and environmental degradation: the role of political institutions in South Asian countries Environmental Science and Pollution Research:1-10
Salahuddin M, Alam K, Ozturk I, Sohag K (2018) The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait. Renew Sustain Energy Rev 81:2002–2010
Sapkota P, Bastola U (2017) Foreign direct investment, income, and environmental pollution in developing countries: panel data analysis of Latin America. Energy Econ 64:206–212
Saud S, Chen S, Haseeb A (2019) Impact of financial development and economic growth on environmental quality: an empirical analysis from Belt and Road Initiative (BRI) countries. Environ Sci Pollut Res 26:2253–2269
Shaari MS, Hussain NE, Abdullah H, Kamil S (2014) Relationship among Foreign direct investment, economic growth and CO2 emission: a panel data analysis. Intl J Energy Econ Policy 4:706
Shabir M, Jiang P, Bakhsh S, Zhao Z (2021) Economic policy uncertainty and bank stability: Threshold effect of institutional quality and competition. Pacific-Basin Finance Journal. https://doi.org/10.1016/j.pacfin.2021.101610
Shahbaz M, Mallick H, Mahalik MK, Loganathan N (2015a) Does globalization impede environmental quality in India? Ecol Indicators 52:379–393
Shahbaz M, Nasir MA, Roubaud D (2018) Environmental degradation in France: the effects of FDI, financial development, and energy innovations. Energy Econ 74:843–857
Shahbaz M, Nasreen S, Abbas F, Anis O (2015b) Does foreign direct investment impede environmental quality in high-, middle-, and low-income countries? Energy Econ 51:275–287
Shahbaz, M., Lean, H. H., & Shabbir, M. S. (2012). Environmental Kuznets curve hypothesis in Pakistan: cointegration and Granger causality. In Renewable and Sustainable Energy Reviews (Vol. 16, Issue 5, pp. 2947–2953). https://doi.org/10.1016/j.rser.2012.02.015
Shahbaz M, Nasreen S, Ahmed K, Hammoudeh S (2017) Trade openness–carbon emissions nexus: the importance of turning points of trade openness for country panels. Energy Econ 61:221–232
Shujah-ur-Rahman, Chen S, Saleem N, Saud S, Ahmad A, Ahmad F (2020) Potential influential economic indicators and environmental quality: insights from the MERCOSUR economies AIR QUALITY ATMOSPHERE AND HEALTH
Ssali MW, Du J, Mensah IA, Hongo DO (2019) Investigating the nexus among environmental pollution, economic growth, energy use, and foreign direct investment in 6 selected sub-Saharan African countries. Environ Sci Pollut Res 26:11245–11260
Strobel J (2015) On the different approaches of measuring uncertainty shocks. Econ Lett 134:69–72
Sung B, Song W-Y, Park S-D (2018) How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: evidence from panel data. Econ Syst 42:320–331
Tang CF, Tan BW (2015) The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam. Energy 79:447–454
Uddin GA, Salahuddin M, Alam K, Gow J (2017) Ecological footprint and real income: panel data evidence from the 27 highest emitting countries. Ecol Indicators 77:166–175
Uddin GS, Hernandez JA, Wadström C, Dutta A, Ahmed A (2021) Do uncertainties affect biofuel prices? Biomass Bioenergy 148:106006
Walter I, Ugelow JL (1979) Environmental policies in developing countries Ambio:102-109
Wang B, Wang Z (2018) Imported technology and CO2 emission in China: collecting evidence through bound testing and VECM approach. Renew Sustain Energy Rev 82:4204–4214
Wang Y, Chen CR, Huang YS (2014) Economic policy uncertainty and corporate investment: evidence from China Pacific-Basin. Finance Journal 26:227–243
Wang Z, Asghar MM, Zaidi SAH, Wang B (2019) Dynamic linkages among CO 2 emissions, health expenditures, and economic growth: empirical evidence from Pakistan. Environ Sci Pollut Res 26:15285–15299
Wang Q, Xiao K, Lu Z (2020) Does economic policy uncertainty affect CO2 emissions? Empirical evidence from the United States. Sustainability 12(21):9108
Westerlund J, Edgerton DL (2007) A panel bootstrap cointegration test. Econ Lett 97(3):185–190
Yang B, Ali M, Hashmi SH, Shabir M (2020b) Income inequality and CO2 emissions in developing countries: the moderating role of financial instability. Sustainability 12(17):6810
Yang, B., Ali, M., Nazir, M. R., Ullah, W., & Qayyum, M. (2020a). Financial instability and CO 2 emissions: cross-country evidence. Air Quality, Atmosphere & Health, 1-10.
Yildirim E (2014) Energy use, CO 2 emission and foreign direct investment: is there any inconsistence between causal relations? Front Energy 8:269–278
You W, Li Y, Guo P, Guo Y (2020) Income inequality and CO 2 emissions in belt and road initiative countries: the role of democracy. Environ Sci Pollut Res 27:6278–6299
Zhang C, Zhou X (2016) Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China. Renew Sustain Energy Rev 58:943–951
Zhang Y, Zhang S (2018) The impacts of GDP, trade structure, exchange rate and FDI inflows on China’s carbon emissions. Energy Policy 120:347–353
Zhang YJ, Jin YL, Chevallier J, Shen B (2016) The effect of corruption on carbon dioxide emissions in APEC countries: a panel quantile regression analysis. Technol Forecast Social Change 112:220–227
Zhao Z, Zhang KH (2010) FDI and industrial productivity in China: evidence from panel data in 2001–06. Rev Dev Econ 14:656–665
Zhu H, Duan L, Guo Y, Yu K (2016) The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: evidence from panel quantile regression. Econ Modell 58:237–248
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Mohsin Shabir: Conceptualization of the study, sample preparation, and manuscript preparation. Minhaj Ali: Methodology, formal analysis, and constructive discussions. Shujahat Haider Hashmi: Supervision and method validation. Satar Bakhsh: Sample preparation, method validation, and writing-review and editing.
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Shabir, ., Ali, M., Hashmi, S.H. et al. Heterogeneous effects of economic policy uncertainty and foreign direct investment on environmental quality: cross-country evidence. Environ Sci Pollut Res 29, 2737–2752 (2022). https://doi.org/10.1007/s11356-021-15715-3
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DOI: https://doi.org/10.1007/s11356-021-15715-3
Keywords
- Economic policy uncertainty
- Foreign direct investment
- Environmental quality, Dynamic seemingly unrelated regression, VECM