Main Article Content
Abstract
Purpose: This study empirically investigates the asymmetric impacts of palm oil production, downstream industrialization, and trade openness on the ecological footprint. The primary objective is to determine whether environmental degradation responds differently to positive and negative macroeconomic shocks.
Research Method: The research employs a nonlinear autoregressive distributed lag framework to analyze annual time-series data spanning 30 years. The analytical procedure involves descriptive statistics, unit root tests to confirm stationarity, nonlinear bounds testing for long-run cointegration, and short-run Granger causality tests.
Results and Discussion: The empirical findings reveal a statistically significant asymmetric relationship. A positive shock in palm oil production exacerbates environmental degradation, while a negative shock is associated with measurable ecological recovery. Furthermore, downstream industrialization marginally reduces the ecological footprint in the long run, suggesting the potential for adopting circular economy practices. Conversely, trade openness slightly increases environmental pressures, indicating a global telecoupling effect in which international demand influences domestic industrialization and upstream expansion.
Implications: To mitigate imported environmental burdens, producing nations must implement robust integrated policies. Strategic interventions, such as enforcing strict forest moratoriums, facilitating land swaps to degraded mineral soils, and accelerating sustainable certification for smallholders, are critical for achieving long-term ecological resilience.
Originality: This research breaks new ground by employing a nonlinear framework to reveal asymmetric "ecological hysteresis," in which environmental recovery fails to keep pace with the degradation caused by palm oil expansion.
Keywords
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References
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- Erdi, Nawireja, I. K., Wibowo, L. R., Hutabarat, S., Utomo, M. M. B., Kurniasari, D. R., Pramudya, E. P., Hapsari, M., Fuad, Z., Kurniadi, R., Santosa, A., Nugraha, I., Hakim, I., Rizieq, R., Ramawati, & Satwiko, A. A. (2026). Acceleration of Smallholder Palm Oil Certification in Riau: Between Rationality and Policy Utopia. Forest Science and Technology, 22(1), 119–130. https://doi.org/10.1080/21580103.2025.2565629
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- Grossman, G., & Krueger, A. (1991). Environmental Impacts of a North American Free Trade Agreement. https://doi.org/10.3386/w3914
- Hornborg, A. (1998). Towards an ecological theory of unequal exchange: articulating world system theory and ecological economics. Ecological Economics, 25(1), 127–136. https://doi.org/10.1016/S0921-8009(97)00100-6
- Jänicke, M. (2008). Ecological modernization: new perspectives. Journal of Cleaner Production, 16(5), 557–565. https://doi.org/10.1016/j.jclepro.2007.02.011
- Jayathilake, H. M., Jamaludin, J., De Alban, J. D. T., Webb, E. L., & Carrasco, L. R. (2023). The conversion of rubber to oil palm and other land cover types in Southeast Asia. Applied Geography, 150. https://doi.org/10.1016/j.apgeog.2022.102838
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- Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951
- Pramudya, E. P., Wibowo, L. R., Nurfatriani, F., Nawireja, I. K., Kurniasari, D. R., Hutabarat, S., Kadarusman, Y. B., Iswardhani, A. O., & Rafik, R. (2022). Incentives for Palm Oil Smallholders in Mandatory Certification in Indonesia. Land, 11(4). https://doi.org/10.3390/land11040576
- Purnomo, H., Okarda, B., Juniyanti, L., Kusumadewi, S. D., Puspitaloka, D., Azzahra, M., Nadhira, S., Irawan, P., Liswanti, N., Schoneveld, G. C., & Brady, M. A. (2025). Advancing palm oil sustainability to address the climate crisis: Leveraging theory of change and system dynamics model at the jurisdictional level. Forest Policy and Economics, 181. https://doi.org/10.1016/j.forpol.2025.103594
- Rifa’i, A. (2025). Economy-wide impacts of palm oil downstream in North Sumatra: A CGE approach. World Development Perspectives, 39. https://doi.org/10.1016/j.wdp.2025.100706
- Senawi, R., Rahman, N. K., Mansor, N., & Kuntom, A. (2019). Transformation of oil palm independent smallholders through Malaysian sustainable palm oil. Journal of Oil Palm Research, 31(3), 496–507. https://doi.org/10.21894/jopr.2019.0038
- Shahimi, S., Hafizuddin-Syah, B. A. M., & S.F, H. (2023). Sustainability Practices and Financial Profitability: The Case of the World’s Top 20 Crude Palm Oil Producers. SAGE Open, 13(4). https://doi.org/10.1177/21582440231203832
- Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modeling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In Festschrift in Honor of Peter Schmidt (pp. 281–314). Springer New York. https://doi.org/10.1007/978-1-4899-8008-3_9
- Xin, Y., Sun, L., & Hansen, M. C. (2022). Oil palm reconciliation in Indonesia: Balancing rising demand and environmental conservation towards 2050. Journal of Cleaner Production, 380. https://doi.org/10.1016/j.jclepro.2022.135087
- Yuslaini, N., Maulidiah, S., & Abdillah, A. (2026). Palm oil industry investments in local community welfare and local government intervention through sustainable practical strategies for resilient economic: environmental outcomes. Discover Environment, 4(1). https://doi.org/10.1007/s44274-026-00515-8
- Yusuf, F. R., Suprihatin, S., & Indrasti, N. S. (2025). Improving the environmental performance of palm oil industry through the utilization of empty oil palm bunches as organic fertilizer and biochar for soil amendment. Environmental Challenges, 20. https://doi.org/10.1016/j.envc.2025.101185
- Zhao, J., Cochrane, M., Lee, J., Zhang, X., & Elmore, A. (2025). Managing sustainable expansion of smallholder oil palms with strategic spatial planning of land use. Journal of Land Use Science, 20(1), 276–288. https://doi.org/10.1080/1747423X.2025.2583927
References
Acobta, A. N., Ayompe, L. M., Crook, E. D., & Egoh, B. N. (2025). Mapping ecosystem services change under land use change for oil palm expansion. Cleaner and Circular Bioeconomy, 12. https://doi.org/10.1016/j.clcb.2025.100176
Ariesca, R., Sau, A. A. W. T., Adinugroho, W. C., Setiawan, A. A. R., Ahamed, T., & Noguchi, R. (2023). Land Swap Option for Sustainable Production of Oil Palm Plantations in Kalimantan, Indonesia. Sustainability (Switzerland), 15(3). https://doi.org/10.3390/su15032394
Bok, C. H., Lim, C. H., Ngan, S. L., How, B. S., Ng, W. P. Q., & Lam, H. L. (2022). Life cycle assessment and life cycle costing analysis for uncertified and Malaysia sustainable palm oil - MSPO-certified independent smallholders. Journal of Cleaner Production, 379. https://doi.org/10.1016/j.jclepro.2022.134646
Dewi, G. D. P. (2021). Multi-stakeholder engagement in the Indonesian Sustainable Palm Oil (ISPO) framework. IOP Conference Series: Earth and Environmental Science, 729(1). https://doi.org/10.1088/1755-1315/729/1/012085
Edwards, R. B. (2026). Export agriculture and rural poverty: Evidence from Indonesian palm oil. Journal of International Economics, 159. https://doi.org/10.1016/j.jinteco.2025.104209
Erdi, Nawireja, I. K., Wibowo, L. R., Hutabarat, S., Utomo, M. M. B., Kurniasari, D. R., Pramudya, E. P., Hapsari, M., Fuad, Z., Kurniadi, R., Santosa, A., Nugraha, I., Hakim, I., Rizieq, R., Ramawati, & Satwiko, A. A. (2026). Acceleration of Smallholder Palm Oil Certification in Riau: Between Rationality and Policy Utopia. Forest Science and Technology, 22(1), 119–130. https://doi.org/10.1080/21580103.2025.2565629
Gandhi, P., & Takanashi, F. (2025). The development of an integrated and sustainable palm oil downstream industry: Evidence from Indonesia. Journal of International Studies, 18(2), 188–207. https://doi.org/10.14254/2071-8330.2025/18-2/11
Gaveau, D. L. A., Locatelli, B., Salim, M. A., Manurung, T., Descals, A., Angelsen, A., Meijaard, E., & Sheil, D. (2022). Slowing deforestation in Indonesia follows declining oil palm expansion and lower oil prices. PLoS ONE, 17(3 March). https://doi.org/10.1371/journal.pone.0266178
Granger, C. W. J., & Yoon, G. (2002). Hidden Cointegration. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.313831
Grossman, G., & Krueger, A. (1991). Environmental Impacts of a North American Free Trade Agreement. https://doi.org/10.3386/w3914
Hornborg, A. (1998). Towards an ecological theory of unequal exchange: articulating world system theory and ecological economics. Ecological Economics, 25(1), 127–136. https://doi.org/10.1016/S0921-8009(97)00100-6
Jänicke, M. (2008). Ecological modernization: new perspectives. Journal of Cleaner Production, 16(5), 557–565. https://doi.org/10.1016/j.jclepro.2007.02.011
Jayathilake, H. M., Jamaludin, J., De Alban, J. D. T., Webb, E. L., & Carrasco, L. R. (2023). The conversion of rubber to oil palm and other land cover types in Southeast Asia. Applied Geography, 150. https://doi.org/10.1016/j.apgeog.2022.102838
Jorgenson, A. K. (2006). Unequal Ecological Exchange and Environmental Degradation: A Theoretical Proposition and Cross‐National Study of Deforestation, 1990–2000*. Rural Sociology, 71(4), 685–712. https://doi.org/10.1526/003601106781262016
Lamsali, H., Salleh, M. N., Lazim, H. M., Iteng, R., Sidique, S. F. A., & Chalil, D. (2025). Examining Oil Palm Smallholders’ Capacity, Perceived Capability, and Achievement of Sustainable Development Goals (SDGs). Lecture Notes in Civil Engineering, 556 LNCE, 457–464. https://doi.org/10.1007/978-981-97-8712-8_57
Ming, L. K., Turan, F. M., & Sazali, N. (2024). Assessing the Negative Impact of Palm Oil Industry in Malaysia through a Systemic Method. Journal of Advanced Research in Applied Mechanics, 116(1), 183–192. https://doi.org/10.37934/aram.116.1.183192
Mukhlis, M., Utomo, S., & Wijaya, M. (2025). Towards an Environmentally Friendly Palm Oil Industry: A Critical Review of Waste Reduction Policies by Indonesian Government. International Journal of Sustainable Development and Planning, 20(7), 2955–2962. https://doi.org/10.18280/ijsdp.200719
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951
Pramudya, E. P., Wibowo, L. R., Nurfatriani, F., Nawireja, I. K., Kurniasari, D. R., Hutabarat, S., Kadarusman, Y. B., Iswardhani, A. O., & Rafik, R. (2022). Incentives for Palm Oil Smallholders in Mandatory Certification in Indonesia. Land, 11(4). https://doi.org/10.3390/land11040576
Purnomo, H., Okarda, B., Juniyanti, L., Kusumadewi, S. D., Puspitaloka, D., Azzahra, M., Nadhira, S., Irawan, P., Liswanti, N., Schoneveld, G. C., & Brady, M. A. (2025). Advancing palm oil sustainability to address the climate crisis: Leveraging theory of change and system dynamics model at the jurisdictional level. Forest Policy and Economics, 181. https://doi.org/10.1016/j.forpol.2025.103594
Rifa’i, A. (2025). Economy-wide impacts of palm oil downstream in North Sumatra: A CGE approach. World Development Perspectives, 39. https://doi.org/10.1016/j.wdp.2025.100706
Senawi, R., Rahman, N. K., Mansor, N., & Kuntom, A. (2019). Transformation of oil palm independent smallholders through Malaysian sustainable palm oil. Journal of Oil Palm Research, 31(3), 496–507. https://doi.org/10.21894/jopr.2019.0038
Shahimi, S., Hafizuddin-Syah, B. A. M., & S.F, H. (2023). Sustainability Practices and Financial Profitability: The Case of the World’s Top 20 Crude Palm Oil Producers. SAGE Open, 13(4). https://doi.org/10.1177/21582440231203832
Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modeling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. In Festschrift in Honor of Peter Schmidt (pp. 281–314). Springer New York. https://doi.org/10.1007/978-1-4899-8008-3_9
Xin, Y., Sun, L., & Hansen, M. C. (2022). Oil palm reconciliation in Indonesia: Balancing rising demand and environmental conservation towards 2050. Journal of Cleaner Production, 380. https://doi.org/10.1016/j.jclepro.2022.135087
Yuslaini, N., Maulidiah, S., & Abdillah, A. (2026). Palm oil industry investments in local community welfare and local government intervention through sustainable practical strategies for resilient economic: environmental outcomes. Discover Environment, 4(1). https://doi.org/10.1007/s44274-026-00515-8
Yusuf, F. R., Suprihatin, S., & Indrasti, N. S. (2025). Improving the environmental performance of palm oil industry through the utilization of empty oil palm bunches as organic fertilizer and biochar for soil amendment. Environmental Challenges, 20. https://doi.org/10.1016/j.envc.2025.101185
Zhao, J., Cochrane, M., Lee, J., Zhang, X., & Elmore, A. (2025). Managing sustainable expansion of smallholder oil palms with strategic spatial planning of land use. Journal of Land Use Science, 20(1), 276–288. https://doi.org/10.1080/1747423X.2025.2583927