Andrianady, Josué R. (2025): Testing the environmental Kuznets curve hypothesis in Madagascar: Empirical evidence using the ARDL approach.
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Abstract
This study investigates whether the classical Environmental Kuznets Curve (EKC) exists in Madagascar using annual data from 1990 to 2015. Employing the autoregressive distributed lag (ARDL) approach and Granger causality tests, we examine the relationships between CO$_2$ emissions, economic growth, agricultural production, and trade openness. Results show that economic growth follows a U-shaped pattern with CO$_2$ emissions: emissions decline at low income levels but increase as income rises, indicating that the classical inverted U-shaped EKC is not present. Agricultural production has no significant effect, and trade openness has a marginally negative impact on emissions. Granger causality tests indicate a unidirectional effect from economic growth to emissions. Policy recommendations focus on promoting cleaner trade and investing in renewable energy to prevent emissions from rising at higher income levels.
| Item Type: | MPRA Paper |
|---|---|
| Original Title: | Testing the environmental Kuznets curve hypothesis in Madagascar: Empirical evidence using the ARDL approach |
| English Title: | Testing the environmental Kuznets curve hypothesis in Madagascar: \\ Empirical evidence using the ARDL approach |
| Language: | French |
| Keywords: | EKC Hypothesis, Carbon Dioxide Emissions, Economic Growth, ARDL, Granger Causality, Madagascar |
| Subjects: | A - General Economics and Teaching > A1 - General Economics Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics |
| Item ID: | 127957 |
| Depositing User: | Mr Josué Ravahiny ANDRIANADY |
| Date Deposited: | 05 Feb 2026 05:44 |
| Last Modified: | 05 Feb 2026 05:44 |
| References: | [1] Antweiler, W., Copeland, B. R., Taylor, M. S. (2001). Is Free Trade Good for the Environment? American Economic Review, 91(4), 877–908. [2] Ben Jebli, M., Ben Youssef, S., Ozturk, I. (2017). Testing Environmental Kuznets Curve Hypothe sis: The Role of Renewable and Non-Renewable Energy Consumption andTrade in OECDCoun tries. Ecological Indicators, 60, 824–831. [3] Cole, M. A. (2006). Does Trade Liberalization In crease National Energy Use? Economics Letters, 92(1), 108–112. [4] Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross Spectral Methods. Econometrica, 37(3), 424–438. [5] Grossman, G. M., Krueger, A. B. (1991). Environ mental Impacts of a North American Free Trade Agreement. National Bureau of Economic Research Working Paper, No. 3914. [6] Hussein, H. A., Warsame, A. A. (2023). Test ing EnvironmentalKuznetsCurveHypothesisin Somalia: Empirical Evidence from ARDL Tech nique. International Journal of Energy Economics and Policy, 13(5), 678–684. [7] Kuznets,S.(1955).EconomicGrowthandIncome Inequality. AmericanEconomicReview,45(1),1–28. [8] Panayotou, T. (1993). Empirical Tests and Policy Analysis of Environmental Degradation at Dif ferent Stages of Economic Development. Interna tional Labour Organization Working Paper, No. 238. [9] Pesaran, M. H., Shin, Y., Smith, R. J. (2001). Bounds Testing Approaches to the Analysis of 5 Level Relationships. Journal of Applied Economet rics, 16(3), 289–326. [10] Selden, T. M., Song, D. (1994). Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions? Journal of Environmental Economics and Management, 27(2), 147–162. [11] Shafik, N., Bandyopadhyay, S. (1992). Economic GrowthandEnvironmentalQuality: TimeSeries and Cross-Country Evidence. World Bank Policy Research Working Paper, No. 904. [12] Shahbaz, M., Nasreen, S., Ahmed, K., Ham moudeh, S. (2017). Trade Openness–Carbon Emissions Nexus: The Importance of Turn ing Points of Environmental Kuznets Curve for Developing Countries. Ecological Economics, 61, 143–151. [13] Stern, D. I. (2004). The Rise and Fall of the En vironmental Kuznets Curve. World Development, 32(8), 1419–1439. |
| URI: | https://mpra.ub.uni-muenchen.de/id/eprint/127957 |
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Testing the environmental Kuznets curve hypothesis in Madagascar: Empirical evidence using the ARDL approach. (deposited 12 Aug 2025 21:13)
- Testing the environmental Kuznets curve hypothesis in Madagascar: Empirical evidence using the ARDL approach. (deposited 05 Feb 2026 05:44) [Currently Displayed]

