Determining Factors of Indonesian Coffee Demand in the US Market: Using LA/AIDS Approach

Febti Aulia Fitri, Syafrial Syafrial, Hery Toiba

Abstract

Indonesia has long been the largest coffee producer and exporter in the world. However, competing Asian countries, namely Vietnam and India, dominate the world coffee trade as ranked fourth and sixth. To face increasingly competitive market conditions, it is necessary to look at the determinants of demand for Indonesian coffee and its competition. This research provides an update using the LA/AIDS (Linear Approximate Almost Demand System) model approach to explore the factors that influence demand for coffee from Indonesia, Vietnam, and India, focusing on price elasticity and coffee expenditure elasticity in the US market. The data is time series data from 1992-2021 and the US market as the destination country. The results show that the factors influencing demand for Indonesian coffee in the US are expenditure, Indian coffee prices, GDP per capita, population, unemployment rate, and CPI. Coffee from Indonesia is sensitive to US spending changes (1,010%) and elastic. The price elasticity value for Indonesian coffee has a negative sign. The cross-price elasticity value of Indonesian coffee compared to Vietnamese coffee is complementary, whereas Vietnamese coffee to Indonesian coffee is a substitute. Meanwhile, Indonesian coffee is complementary to Indian coffee and vice versa.

Keywords

Almost Ideal Demand System; coffee; demand elasticity; LA/AIDS

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References

Alnafissa, M., & Alderiny, M. (2020). Analysis of Saudi Demand For Imported Honey Using An Almost Ideal Demand System (AIDS). Journal of the Saudi Society of Agricultural Sciences, 19(4), 293–298. https://doi.org/10.1016/j.jssas.2019.05.001

Alston, J. M., Foster, K. A., Gree, R. D., The, S., May, N., Alston, J. M., Foster, K. A., Green, R. D., & Carlo, A. M. (1994). Estimating Elasticities with the Linear Approximate Almost Ideal Demand System : Some Estimating Elasticities With The Linear Approximate Almost Ideal Demand System : Some Monte Carlo Results. 76(2), 351–356.

Amanda, S. (2018). Analisis Daya Saing Kopi Indonesia. Jurnal Ekonomi Pertanian Dan Agribisnis, 2(1), 1–9. https://doi.org/10.21776/ub.jepa.2018.002.01.1

Amzul Rifin. (2010). An analysis of Indonesia ’ s palm oil position in the world market : A two-stage demand approach. Oil Palm Industry Economic Journal, 10(1), 35–42.

Badan Pusat Statistik. (2021). Statistik Kopi Indonesia.

Bayar, Y. (2014). Effects of economic growth, export and foreign direct investment inflows on unemployment in Turkey. Investment Management and Financial Innovations, 11(2), 20–27.

Castro, M. M., Sarmiento, J. M. P., Alviola, P., & Digal, L. (2017). Estimation of EU’s import demand for yellowfin tuna thunnus albacares (Bonnaterre 1788) sourced from Asian Countries: Implications to the Philippine Tuna industry. Asian Fisheries Science, 30(4), 306–318. https://doi.org/10.33997/j.afs.2017.30.4.007

de Camargo, M. B. P. (2010). The impact of climatic variability and climate change on Arabic coffee crop in Brazil. Bragantia, 69(1), 239–247. https://doi.org/10.1590/s0006-87052010000100030

Deaton, A., & Muellbauer, J. (1980). An almost ideal demand system. The American Economic Review, 70(3), 312–326.

Ebisa, D. B. (2017). Impacts of climate change on global coffee production industry: Review. African Journal of Agricultural Research, 12(19), 1607–1611. https://doi.org/10.5897/ajar2017.12147

Eric, M. M., Xu, S., Yu, W., Wang, S., Ahmed, A.-G., Darith, S., & Eliane, M. B. (2017). Study on Food Import in D. R. Congo. World Journal of Engineering and Technology, 05(02), 23–30. https://doi.org/10.4236/wjet.2017.52b003

Fitriani, F., Arifin, B., & Ismono, H. (2021). Indonesian Coffee Exports And Its Relation To Global Market Integration. Journal of Socioeconomics and Development, 4(1), 120. https://doi.org/10.31328/jsed.v4i1.2115

Fortunika, S. O., Harianto, H., & Suharno, S. (2021). Posisi Kopi Robusta Indonesia di Pasar Jerman Menggunakan Metode Linear Approximate Almost Ideal Demand System. Jurnal Agribisnis Indonesia, 9(1), 29–42. https://doi.org/10.29244/jai.2021.9.1.29-42

Galih, A. P. (2014). Analisis Pengaruh Jumlah Produksi, Luas Lahan, Kurs. 3(2), 48–55. https://ojs.unud.ac.id/index.php/eep/article/view/7566

Ginting, A. A., Lubis, S. N., & Kesuma, S. I. (2022). Keunggulan Komparatif dan Kompetitif Kopi Arabika di Kabupaten Karo, Sumatera Utara, Indonesia. Agro Bali : Agricultural Journal, 5(3), 592–600. https://doi.org/10.37637/ab.v5i3.1045

Gostkowski, M. (2018). Elasticity of Consumer Demand: Estimation Using a Quadratic Almost Ideal Demand System. Sciendo.Com, 22(1), 68–78. https://doi.org/10.15611/eada.2018.1.05

Haris, A. T. L. P. L., Tahir, R., Mundiyah, A. I., & Angka, A. W. (2023). Strategi Pengembangan Agribisnis Kopi Robusta sebagai Wujud Penguatan Ekonomi Kerakyatan Pedesaan di Kecamatan Lembang Kabupaten Pinrang, Sulawesi Selatan, Indonesia. Agro Bali : Agricultural Journal, 6(2), 479–491. https://doi.org/10.37637/ab.v6i2.1253

Hassan Khayat, S. (2019). A Gravity Model Analysis For Trade Between The GCC And Developed Countries. Cogent Economics and Finance, 7(1). https://doi.org/10.1080/23322039.2019.1703440

Hervinaldy, H. (2017). Strategi Pemerintah Indonesia Dalam Meningkatkan Ekspor Kopi Ke Amerika Serikat. Jom Fisip, 4(2), 1–15. https://media.neliti.com/media/publications/184058-ID-strategi-pemerintah-indonesia-dalam-meni.pdf

Irié, I. I. (2018). The Demand for Processed Meat in Canada: An Application of the Almost Ideal Demand System.

Jhon, F. F. (2020). Analisis Ekspor Karet dan Kopi Indonesia ke Negara Jepang dan Negara Singapura (Pendekatan Model Gravity). Jurnal Education and Development, 8(3), 932–937.

Läderach, P., Ramirez–Villegas, J., Navarro-Racines, C., Zelaya, C., Martinez–Valle, A., & Jarvis, A. (2017). Climate Change Adaptation Of Coffee Production In Space And Time. Climatic

Change, 141(1), 47–62. https://doi.org/10.1007/s10584-016-1788-9

Malau, L. R. E., Ulya, N. A., Martin, E., Anjani, R., Premono, B. T., & Yulni, T. (2022). Competitiveness and Flow of Indonesian Paper Trade in The Global Market. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi Dan Pembangunan, 23(1), 1–18. https://doi.org/10.23917/jep.v23i1.17648

Manalu, D. S. T., Harianto, H., Suharno, S., & Hartoyo, S. (2019). Posisi Daya Saing dan Kinerja Ekspor Kopi Indonesia di Pasar Global. Jurnal Ekonomi Pertanian Dan Agribisnis, 3(4), 830–839. https://doi.org/10.21776/ub.jepa.2019.003.04.18

Manalu, D. S. T., Harianto, H., Suharno, S., & Hartoyo, S. (2020). Permintaan Kopi Biji Indonesia di Pasar Internasional. Agriekonomika, 9(1), 114–126. https://doi.org/10.21107/agriekonomika.v9i1.7346

Manalu, D. S. T., Harianto, Suharno, & Hartoyo, S. (2022). Analisis Daya Saing Serta Faktor-Faktor yang Memengaruhi Pangsa Pasar Negara Eksportir Utama Kopi di Negara Importir Utama Kopi. Buletin Ilmiah Litbang Perdagangan, 16(1), 1–24. https://jurnal.kemendag.go.id/bilp/article/view/445

Marsh, A. (2007). Diversification by Smallholder Farmers: Viet Nam Robusta Coffee. Agricultural Management, Marketing and Finance Service, 50.

Meaza, C., & Emagne, Y. (n.d.). Does the Export Competitiveness of Coffee Improving So far ? Ethiopian Journal of Economics, 27(2), 1–28.

Okim, F., Hanani, N., & Syafrial, S. (2022). The Impact of Input and Output Prices on Indonesian Coffee Production and Trade Performance. Habitat, 33(1), 33–43. https://doi.org/10.21776/ub.habitat.2022.033.1.4

Paramita, R. (2022). Analisis Faktor-Faktor yang Memengaruhi Kinerja Ekspor Kopi Indonesia Ke Amerika Serikat. Jurnal Budget, 7(1), 134–148.

Perdana, T., Anindita, R., & Suhartini. (2018). Value Chain Analysis of Coffee Industry: a Case of Java Preanger Coffee in West Java, Indonesia. Russian Journal of Agricultural and Socio-Economic Sciences, 73(1), 163–170. https://doi.org/10.18551/rjoas.2018-01.21

Pinto, J. da S., Suharno, S., & Rifin, A. (2022). Kinerja Ekspor Cengkeh Indonesia di Pasar India: Pendekatan Linear Approximate Almost Ideal Demand System (LA/AIDS). Jurnal Agribisnis Indonesia, 10(2), 262–279.

https://doi.org/10.29244/jai.2022.10.2.262-279

Poi, B. P. (2012). Easy Demand-System Estimation With Quaids. Stata Journal, 12(3), 433–446. https://doi.org/10.1177/1536867x1201200306

Ratna dan Tety. (2017). Export Competitiveness Analysis of Coffee Indonesia in the World Market. Jurnal Ilmiah Ekonomi Dan Bisnis Maret, 14(2017), 105–114. https://media.neliti.com/media/publications/97132-ID-analisis-daya-saing-ekspor-kopi-indonesi.pdf

Savira, A., Azizah, N. N., Anhar, N. A. A., Habsah, R. S., & Mumtazah, V. A. (2023). Analisis Faktor-Faktor Yang Mempengaruhi Kuantitas Kopi Indonesia Terhadap Ekspor Ke Amerika Serikat Periode 2015-2021. JURNAL ECONOMINA, 2(1), 1242–1253. https://doi.org/10.55681/economina.v2i1.278

Setiawan, A. E., & Sugiarti, T. (2016). Daya Saing Dan Faktor Penentu Ekspor Kopi Indonesia Ke Malaysia Dalam Skema Cept-Afta. Agriekonomika, 5(2). https://doi.org/10.21107/agriekonomika.v5i2.1758

Siami-Namini, S. (2017). Analysis of US Household Final Consumption Expenditure Using LA/AIDS Approach. International Journal of Current Advanced, 6(9), 6315–6320. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3476878

Sikder, M., Zhang, W., & Ahmod, U. (2020). The Consequential Impact of the Covid-19 Pandemic on Global Emerging Economy. American Journal of Economics, 10(6), 325–331. https://doi.org/10.5923/j.economics.20201006.02

Suprayogi, B. M., Arifin, Z., & Mawardi, M. K. (2017). Analisis Daya Saing Ekspor Kopi Indonesia, Brazil, Kolombia, dan Vietnam. Jurnal Administrasi Bisnis, 50(2), 190–194.

Syakir, M., & Surmaini, E. (2017). Perubahan Iklim Dalam Konteks Sistem Produksi Dan Pengembangan Kopi Di Indonesia / Climate Change in the Contex of Production System and Coffee Development in Indonesia. Jurnal Penelitian Dan Pengembangan Pertanian, 36(2), 77. https://doi.org/10.21082/jp3.v36n2.2017.p77-90

To, T. K. H. (2016). Effects of Exchange Rate and World Prices on Export Price of Vietnamese Coffee. International Journal of Economics and Financial Issues, 6(4), 1756–1759. http:www.econjournals.com

Varian, H. R. (2014). Intermediate Microeconomics (Jack Repcheck (ed.); ninth).

Walter, N., & Snyder, C. (2007). Microeconomic. Thomson South-Western.

Wan, Y., Sun, C., & Grebner, D. L. (2010). Analysis of Import Demand for Wooden Beds in the U.S. Journal of Agricultural and Applied Economics, 42(4), 643–658. https://doi.org/10.1017/s1074070800003862

Widarjono, A. (2018). Analysis of Rice Imports in Indonesia: AIDS approach. Journal of Economics, Business & Accountancy Ventura, 21(2), 259–268. https://doi.org/10.14414/jebav.v21i2.1212

Yusiska, S., Kasimin, S., & Sugianto, S. (2019). Analysis of Factors Affecting the Production and Price of Coffee Arabica to Competitiveness in Central Aceh District. International Journal of Multicultural and Multireligious Understanding, 6(4), 398. https://doi.org/10.18415/ijmmu.v6i4.1006

Zin, L. K. (2022). Demand Analysis of Vietnamese Coffee in the U.S. 1–48.

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