Panel Method in Hedging: Evidence from The Indonesian Agricultural Sector

Faizul Mubarok, Risma Nadya Utami

Abstract


Hedging is a derivative instrument in the form of actions used to minimize risks due to fluctuations in foreign currencies, interest rates, and commodity prices. This study aims to analyze the factors that influence hedging in agricultural sector companies using the panel data method in the form of quarterly from 7 companies from 2013 to 2019. The study results show growth opportunity, financial distress, debt, leverage, firm size, liquidity, profitability, and dividend payout ratio significantly influence the use of hedging. This study's results indicate that agricultural sector companies as a whole use hedging to protect against future risk exposures. Besides, it is necessary to know the factors that influence making decisions using hedging. This study recommends that companies increase export productivity balanced with appropriate hedging policies to improve company performance.


Keywords


hedging; agriculture; data panel; risk; fluctuation

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References


Agus, A., & Widi, T. S. M. (2018). Current Situation and Future Prospects for Beef Cattle Production in Indonesia. Asian-Australasian Journal of Animal Sciences, 31(7), 976-983. https://doi.org/10.5713/ajas.18.0233

Amanor, K. S., & Chichava, S. (2016). South–South Cooperation, Agribusiness, and African Agricultural Development: Brazil and China in Ghana and Mozambique. World Development, 81, 13-23. https://doi.org/10.1016/j.worlddev.2015.11.021

Annisa, B. C., & Puryandani, S. (2017). Pengaruh Kesempatan Tumbuh, Ukuran Perusahaan dan Kebijakan Dividen terhadap Keputusan Hedging pada Perusahaan Manufaktur yang terdaftar di BEI. Sustainable Competitive Advantage, 9(1), 103-114.

Aryal, J. P., Sapkota, T. B., Khurana, R., Khatri-Chhetri, A. Rahut, D. B., & Jat, M. L. (2019). Climate change and agriculture in South Asia: adaptation options in smallholder production systems. Environment, Development and Sustainability, 1-31. https://doi.org/10.1007/s10668-019-00414-4

Astyrianti, N. N., & Sudiartha. (2017). Pengaruh Leverage, Kesempatan Tumbuh, Kebijakan Dividen dan Likuiditas terhadap Keputusan Hedging PT Unilever Tbk. Jurnal Manajemen, 6(3),1312-1339.

Ayturk, Y., Gurbuz, A. O., & Yanik, S. (2016). Corporate Derivatives use and Firm Value: Evidence from Turkey. Borsa Istanbul Review, 16(2), 108-120. https://doi.org/10.1016/j.bir.2016.02.001

Bellotti, B., & Rochecouste, J. F. (2014). The development of Conservation Agriculture in Australia—Farmers as innovators. International Soil and Water Conservation Research, 2(1), 21-34. https://doi.org/10.1016/S2095-6339(15)30011-3

Bezzina, F. H., & Grima, S. (2012). Exploring Factors Affecting the Proper Use of Derivatives: An Empirical Study with Active Users and Controllers of Derivatives. Managerial Finance, 38(4), 414-435. https://doi.org/10.1108/03074351211207554

Bodroastuti, T., & Paranita, E. S. (2019). Faktor-Faktor Yang Berpengaruh Terhadap Kebijakan Hedging Perusahaan di Indonesia. Jurnal Valid, 16(1), 71-84.

Brav, A., Wei, J., Song, M., Xuan, T. (2018). How does hedge fund activism reshape corporate innovation. Journal of Financial Economics, 130(2), 237-264. https://doi.org/10.1016/j.jfineco.2018.06.012

Cai, W., Zeng, C., Lee, E., & Ozkan, N. (2016). Do Business Groups Affect Corporate Cash Holdings? Evidence from a Transition Economy. China Journal of Accounting Research, 9(1), 1-24. https://doi.org/10.1016/j.cjar.2015.10.002

Ciaian, P., Fałkowski, J., & Kancs, D. (2012). Access to credit, factor allocation and farm productivity: Evidence from the CEE transition economies. Agricultural Finance Review, 72(1), 22-47. https://doi.org/10.1108/00021461211222114

Chandio, A. A., Jiang, Y., Wei, F., & Guangshun, X. (2018). Effects of agricultural credit on wheat productivity of small farms in Sindh, Pakistan: Are short-term loans better?. Agricultural Finance Review, 78(5), 592-610. https://doi.org/10.1108

Chockalingam, A., Dabadghao, S., & Soetekouw, R. (2018). Strategic Risk, Banks, and Basel III: Estimating Economic Capital Requirements. Journal of Risk Finance, 19(3), 225-246. https://doi.org/10.1108/JRF-11-2016-0142

Christiaensen, L. (2017). Agriculture in Africa – Telling myths from facts: A synthesis. Food Policy, 67, 1-11. https://doi.org/10.1016/j.foodpol.2017.02.002

Clapp, J. (2017). Food Self-sufficiency: Making Sense of it, and When it Makes Sense. Food Policy, 66, 88-96. https://doi.org/10.1016/j.foodpol.2016.12.001

Devaux, A., Torero, M., Donovan, J., & Horton, D. (2018). Agricultural Innovation and Inclusive Value-chain Development: a Review. Journal of Agribusiness in Developing and Emerging Economies, 8(1), 99-123. https://doi.org/10.1108/JADEE-06-2017-0065

Diez, S. A., Cid, E. A., & Blanco, M. O. F. (2016). Hedging Foreign Exchange Rate Risk: Multi-Currency Diversification. European Journal of Management and Business Economics, 25(1), 2-7. https://doi.org/10.1016/j.redee.2015.11.003

Doms, J., Hirschauer, N., Marz, M., & Boettcher, F. (2018), Is the Hedging Efficiency of Weather Index Insurance Overrated? A Farm-Level Analysis in Regions with Moderate Natural Conditions in Germany. Agricultural Finance Review, 78(3), 290-311. https://doi.org/10.1108/AFR-07-2017-0059

Fecke, W., Feil, J. H., & Musshoff, O. (2016). Determinants of loan demand in agriculture: empirical evidence from Germany. Agricultural Finance Review, 76(4), 462-476. https://doi.org/10.1108/AFR-05-2016-0042

Fernandez-Perez, A., Fuertes, A.-M., Miffre, J., 2017. Commodity Markets, Long-run Predictability and Intertemporal Pricing. Review of Finance, 21(3), 1159–1188. http://dx.doi.org/10.2139/ssrn.2432884

Franzoni, F., & Giannetti, M. (2019). Costs and Benefits of Financial Conglomerate Affiliation:Evidence from Hedge Funds. Journal of Financial Economics, 134(2), 355-380. https://doi.org/10.1016/j.jfineco.2019.04.008

Ghosh, A. 2017. How do Derivative Securities Affect Bank Risk and Profitability? Evidence from the US Commercial Banking Industry. Journal of Risk Finance, 18(2), 186-213. https://doi.org/10.1108/JRF-09-2016-0116

Graeub, B. E., Chappell, M. J., Wittman, H., Ledermann, S., Kerr, R. B., & Herren, B. G. (2016). The State of Family Farms in the World. World Development, 87, 1-15. https://doi.org/10.1016/j.worlddev.2015.05.012

Guniarti, F. (2014). Faktor-Faktor yang Mempengaruhi Aktivitas Hedging dengan Instrumen Derivatif Valuta Asing. Jurnal Dinamika Manajemen, 5(1), 64-79. https://doi.org/10.15294/jdm.v5i1.3651

Gupta, P. (2017) A Review of Corporate Hedging Models and Their Relevance in Corporate Finance. Theoretical Economics Letters, 7, 102-115. https://doi.org/ 10.4236/tel.2017.72010

Goklas, F., & Wahyudi, S. (2016). Kebijakan Hedging dan Faktor-Faktor yang Mempengaruhinya pada Perusahaan Non Finansial yang Terdaftar di BEI. Diponegoro Journal of Management, 5(4), 1-14.

Goryunov, E., Kotlikoff, L., & Murylev, S. S. (2015). The Fiscal Gap: An Estimate for Russia. Russian Journal of Economics, 1(3), 240-256. https://doi.org/10.1016/j.ruje.2015.12.002

Guzman, M., Ocampo, J. A., & Stiglitz, J. E. (2018). Real Exchange Rate Policies for Economic Development. World Development, 110, 51-62. https://doi.org/10.1016/j.worlddev.2018.05.017

Hanan, A. A. (2016). Agricultural Credit and Technical Efficiency in Ghana: is there a Nexus?. Agricultural Finance Review, 76(2), 309-324. https://doi.org/10.1108/AFR-01-2016-0002

Hacklin, F., Björkdahl, J., & Wallin, M. W. (2018). Strategies for Business Model Innovation: How Firms Reel in Migrating Value. Long Range Planning, 51(1), 82-110. https://doi.org/10.1016/j.lrp.2017.06.009

Kyrkilis, D., & Simeon, S. (2015). Greek Agriculture’s Failure. The Other Face of a Failed Industrialization. From Accession to EU to the Debt Crisis. Procedia Economics and Finance, 33, 64-77. https://10.1016/S2212-5671(15)01694-9

Lanka, S.V., Khadaroo, I. and Böhm, S. (2017). Agroecology Accounting: Biodiversity and Sustainable Livelihoods from the Margins. Accounting, Auditing & Accountability Journal, 30(7), 1592-1613. https://doi.org/10.1108/AAAJ-12-2015-2363

Liu, J., Hertel, T. W., Taheripour, F., Zhu, T., Ringler, C. (2014). International Trade Buffers the Impact of Future Irrigation Shortfalls. Global Environmental Change, 29, 22-31. https://doi.org/10.1016/j.gloenvcha.2014.07.010

Livingstone, K, T., & Ngugi, K. (2017). Determinants of Corporate Hedging Practices Used by Companies Listed in Nairobi Security Exchange. nternational Journal ofBusiness Management& Finance,1(5), 73-92.

Namini, S, S., & Hudson, D. (2019). The Impacts of Sector Growth and Monetary Policy on Income Inequality in Developing Countries. Journal of Economic Studies, 46(3), 591-610. https://doi.org/10.1108/JES-08-2017-0243

Pham, T. H., & Riedel, J. (2019), Impacts of the sectoral composition of growth on poverty reduction in Vietnam. Journal of Economics and Development, 21(2), 213-222. https://doi.org/10.1108/JED-10-2019-0046

Prasad, K., & Suprabha, K. R. (2015). Measurement of Exchange Rate Exposure: Capital Market Approach versus Cash Flow Approach. Procedia Economics and Finance, 25, 394-399. https://doi.org/10.1016/S2212-5671(15)00750-9

Prieto, C. A. G., Uribe, G. G. J., Bermejo, C. V., & Herrera, D. C. F. (2017). Financial hedging with derivatives and its impact on the Colombian market value for listed companies. Contaduría y Administración, 62(5), 1572-1590. https://doi.org/10.1016/j.cya.2017.04.009

Samsal, J. (2015). Food Price Inflation in India: The Growing Economy with Sluggish Agriculture. Journal of Economics, Finance and Administrative Science, 20(38), 30-40. https://doi.org/10.1016/j.jefas.2015.01.005

Saraswati, A. P. S., & Suryantini, N. P. S. (2019). Pengaruh Leverage, Firm Size, Profitabilitas Terhadap Keputusan Hedging pada Perusahaan Manufaktur di Bursa Efek Indonesia. Jurnal Manajemen, 8(5), 2999-3027. https://doi.org/10.24843/EJMUNUD.2019.v08.i05.p15

Sasmita, I. E. (2019). Karakteristik Perusahaan, Financial Distress, dan Keputusan Hedging: Studi Pada Perusahaan Manufaktur di Indonesia. Jurnal Manajemen, 7(3), 655-667.

Seng, C. K., & Thaker, H. M. T. (2018). Determinants of corporate hedging practices: Malaysian evidence. Reports on Economics and Finance, 4(4), 199-220. https://doi.org/10.12988/ref.2018.8418

Sinyakov, A., & Yudaeva, K. 2016. Central Bank Policy Under Significant Balance-of-Payment Shocks and Structural Shifts. Russian Journal of Economics, 2(3), 246-278. https://doi.org/10.1016/j.ruje.2016.09.001

Sundrum, A. (2019). Real-farming emissions of reactive nitrogen – Necessities and challenges. Journal of Environmental Management, 240, 9-18. https://doi.org/10.1016/j.jenvman.2019.03.080

Suryani, Fathoni, M. A. (2017). Lindung Nilai (Hedging) Perspektif Islam:Komparasi Indonesia dan Malaysia. Jurnal Penelitian Sosial Keagamaan, 11(2), 351-372. https://doi.org/10.18326/infsl3.v11i2.351-372

Sutarja, W., & Cholid, I. (2018). Analisis Pengaruh Debt to Equity Ratio, Interest Covarage Ratio, Managerial Ownership, dan Market to Book Value terhadap Pengambilan keputusam Hedging pada Perusahaan sektor Perdagangan, Jasa, dan Investasi yang Terdaftar di BEI. Jurnal Manajemen, 1-16.

Swamy, V., & Dharani, M. (2016). Analyzing the agricultural value chain financing: approaches and tools in India. Agricultural Finance Review, 76(2), 211-232. https://doi.org/10.1108/AFR-11-2015-0051

Trang, K. H. (2018). Financial Derivatives Use and Multifaceted Exposures Evidence from East Asian non-financial Firms. Journal of Asian Business and Economic Studies, 25(1), 86-108. https://doi.org/10.1108/JABES-04-2018-0004

Vicentia, A., Warsini, S., & Mirati, E. (2019). Analisis Faktor Yang Mempengaruhi Pengambilan Keputusan Hedging Menggunakan Instrumen Derivatif Valuta Asing. Jurnal Akuntansi, Keuangan dan Perbankan, 6(1), 980-992. https://doi.org/10.32722/acc.v6i1.1381

Widyagoca, I. G. P. A. (2016). Pengaruh Leverage, Growth Opportunities dan Liquidity Terhadap Pengambulan Keputusan Hedging PT Indosat, Tbk. Jurnal Manajemen Unud, 5(2), 1282-1308.

Wirtz, J., So, K.K.F., Mody, M.A., Liu, S.Q., & Chun, H.H. (2019). Platforms in the peer-to-peer Sharing Economy. Journal of Service Management, 30(4), 452-483. https://doi.org/10.1108/JOSM-11-2018-0369

Zheng, S., Xu, P., & Wang, Z. (2011). Factors Affecting Chinese Enterprises' Hedging Decision Making. China Agricultural Economic Review, 3(4), 476-488. https://doi.org/10.1108/17561371111192338




DOI: https://doi.org/10.15294/jda.v12i2.24676

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