Indonesian Trade Deficit with China: Background and Grey Forecasting

Authors

  • Cliford Septian Candra Binjiang College of Nanjing University of Information Science and Technology
  • Jason Adrian Binjiang College of Nanjing University of Information Science and Technology
  • Varren Christian Lim Binjiang College of Nanjing University of Information Science and Technology

DOI:

https://doi.org/10.52812/ijgs.15

Keywords:

Import, Export, Trade, Indonesia, Trade deficit, China, Grey Forecasting

Abstract

Indonesia's trade balance with China has remained negative since 2010. The current study forecasts Indonesia's trade deficit with China for five years using the Even Grey Forecasting model EGM (1,1,α,θ). The sample was conducted by collecting the data of traded deficits for the past ten years. Data were collected from the official websites of Indonesia's Central Bureau of Statistics of (BPS), Ministry of Trade, among others. By building upon the literature, the study argues that trade deficits might have occurred from internal and external factors, such as the lack of infrastructure, the depreciation of the Rupiah (Indonesian currency) against the U.S. dollar, and the ASEAN-China Free Trade Agreement. Comparative analysis with Linear Regression (LR), Exponential Regression (ER), and Exponential Triple Smoothing (ETS) revealed the superiority of the grey forecasting model for trade deficit prediction. The study found that the trade deficit was minimum during the COVID-19 pandemic. It also showed an increasing trade deficit in the post-COVID period. The study concludes with some recommendations for Indonesia to minimize the trade deficit.

 

References

Adam, L., & Negara, S. D. (2010). ASEAN-CHINA Free Trade Sgreement: Challenges and Opportunities for Indonesia [ASEAN-CHINA Free Trade Agreement: Tantangan dan Peluang bagi Indonesia]. Masyarakat Indonesia, 36(1), 1–24. http://jmi.ipsk.lipi.go.id/index.php/jmiipsk/article/view/633

Adharsyah, T. (2019). Here are 10 imported goods from China that flooded the Republic of Indonesia [Ini Dia 10 Barang Impor Dari China yang Banjiri RI. Tech]. CNBC Indonesia. https://www.cnbcindonesia.com/tech/20190710153138-37-83969/ini-dia-10-barang-impor-dari-china-yang-banjiri-ri

Atje, R., & Gaduh, A. B. (1999). Indonesia-China Economic Relations : An Indonesian Perspective. CSIS Economics Working Paper Series WPE052, Centre for Strategic and International Studies, Jakarta, Indonesia.

Basri, M. C., & Patunru, A. A. (2012). How to keep trade policy open: The case of Indonesia. Bulletin of Indonesian Economic Studies, 48(2), 191–208. https://doi.org/10.1080/00074918.2012.694154

Basu, S., & Datta, D. (2007). India-Bangladesh trade deficit and misaligned bilateral exchange rate: Can Bangladesh draw lessons from Indonesia?. Journal of the Asia Pacific Economy, 12(1), 76–102. https://doi.org/10.1080/13547860601083751

Britannica. (2021). Sukarno. Encyclopædia Britannica. https://www.britannica.com/biography/Sukarno

Chomas, S. F., Romli, R. A., Nurzaman, N., & Hakim, L. (2014). The impact of fuel imports on the exchange rate [dampak impor bbm terhadap nilai tukar]. Economics Development Analysis Journal, 3(2), 412–419. https://journal.unnes.ac.id/sju/index.php/edaj/article/download/3850/3480

Diana, I. K. A., & Dewi, N. P. M. (2019). Analysis of the Factor Affecting the Rupiah Exchange Rate against the United States Dollar in Indonesia [Analisis Faktor-Faktor Yang Mempengaruhi Nilai Tukar Rupiah Atas Dolar Amerika Serikat di Indonesia]. E-Jurnal EP Unud, 9(8), 1631–1661. https://ojs.unud.ac.id/index.php/eep/article/download/60977/36048

Fauzan, R. (2020). Indonesia is still in deficit with these countries [Indonesia Masih Defisit dengan Negara-negara Ini].EkonomiBisnis.com. https://ekonomi.bisnis.com/read/20200715/12/1266426/indonesia-masih-defisit-dengan-negara-negara-ini

Fukuoka, Y., Verico, K. (2016). Indonesia–China Economic Relations in the Twenty-First Century: Opportunities and Challenges. In: Kim YC. (eds) Chinese Global Production Networks in ASEAN. Understanding China. Springer, Cham. https://doi.org/10.1007/978-3-319-24232-3_4

Ginting, A. M. (2014). The development of the trade balance and the factors that influence it [perkembangan neraca perdagangan dan faktor-faktor yang mempengaruhinya]. Buletin Ilmiah Litbang Perdagangan, 8(1), 51–72. https://doi.org/10.30908/bilp.v8i1.85

Ginting, A. M. (2017). Analysis of the Effect of Exports on Indonesia’s Economic Growth [Analisis Pengaruh Ekspor Terhadap Pertumbuhan Ekonomi Indonesia]. Buletin Ilmiah Litbang Perdagangan, 11(1), 1–20. https://doi.org/10.30908/bilp.v11i1.185

Hofman, B., Zhao, M., & Ishihara, Y. (2007). Asian development strategies: China and Indonesia compared. Bulletin of Indonesian Economic Studies, 43(2), 171–200. https://doi.org/10.1080/00074910701408057

Ikram, M., Mahmoudi, A., Shah, S. Z. A., & Mohsin, M. (2019). Forecasting number of ISO 14001 certifications of selected countries: application of even GM (1, 1), DGM, and NDGM models. Environmental Science and Pollution Research, 26(12), 12505-12521. https://doi.org/10.1007/s11356-019-04534-2

IMND. (2019). (2019). Development of Commodity Prices in International Markets [Perkembangan Harga Komoditas di Pasar Internasional]. Indonesian Ministry of National Development. https://www.bappenas.go.id/id/profil-bappenas/unit-kerja/deputi-bidang-ekonomi/direktorat-perencanaan-makro/contents-direktorat-perencanaan-makro/perkembangan-harga-komoditas-di-pasar-internasional/

Iqbal, M., Elianda, Y., Akbar, A., & Nurhadiyanti. (2020). USA–China trade war: Economic impact on Indonesia. Journal of Public Affairs, September, e2543. https://doi.org/10.1002/pa.2543

Jamilah, Sinaga, B. M., Tambunan, M., & Hakim, D. B. (2016). The Impact of Indonesia-China Trade Agreement on Indonesia Trade Performance. Global Journal of Interdisciplinary Social Sciences, 5(3), 8-19. https://www.longdom.org/articles/the-impact-of-indonesiachina-trade-agreement-on-indonesia-trade-performance.pdf

Javed, S. A., & Cudjoe, D. (2021). A novel Grey Forecasting of Greenhouse Gas Emissions from four Industries of China and India. Sustainable Production and Consumption, 29, 777-790. https://doi.org/10.1016/j.spc.2021.11.017

Javed, S. A., & Liu, S. (2018). Predicting the Research Output/Growth of Selected Countries: Application of Even GM (1, 1) and NDGM Models. Scientometrics, 115(1), 395-413. https://doi.org/10.1007/s11192-017-2586-5

Javed, S. A., Bo, Y., Tao, L., & Dong, W. (2021). The 'Dual Circulation' Development Model of China: Background and Insights. Rajagiri Management Journal. https://doi.org/10.1108/RAMJ-03-2021-0016

Javed, S. A., Ikram, M., Tao, L., & Liu, S. (2020a). Forecasting Key Indicators of China's Inbound and Outbound Tourism: Optimistic-Pessimistic Method. Grey Systems: Theory and Application, 11(2), 265-287. https://doi.org/10.1108/GS-12-2019-0064

Javed, S. A., Zhu, B., & Liu, S. (2020b). Forecast of biofuel production and consumption in top CO2 emitting countries using a novel grey model. Journal of Cleaner Production, 276, 123997. https://doi.org/10.1016/j.jclepro.2020.123997

Kompas. (2013). Infrastructure and the Trade Balance [Infrastruktur dan Neraca Perdagangan] Halaman all - KOMPAS. https://properti.kompas.com/read/2013/01/31/02124316/infrastruktur.dan.neraca.perdagangan?

Kompas. (2018). Indonesia’s Economic Growth Footprint from Time to Time [Jejak Pertumbuhan Ekonomi Indonesia dari Masa ke Masa]. KOMPAS. https://jeo.kompas.com/jejak-pertumbuhan-ekonomi-indonesia-dari-masa-ke-masa

KPRI. (2021). Trade Balance with Trading Partners [Neraca Perdagangan Dengan Mitra Dagang] - Portal Statistik Perdagangan. Kementrian Perdagangan Republik Indonesia. https://statistik.kemendag.go.id/balance-of-trade-with-trade-partner-country

Liu, S., Yang, Y., & Forrest, J. (2017). Grey Data Analysis - Methods, Models and Applications. Singapore: Springer.

Ma, X., Liu, Z., & Wang, Y. (2019). Application of a novel nonlinear multivariate grey Bernoulli model to predict the tourist income of China. Journal of Computational and Applied Mathematics, 347, 84-94. https://doi.org/10.1016/j.cam.2018.07.044

Mahmoudi, A., Javed, S.A., & Deng, X. (2021). Earned Duration Management under Uncertainty. Soft Computing. https://doi.org/10.1007/s00500-021-05782-6

Mangeswuri, D. R. (2014). Trade Balance Fluctuations [Fluktuasi Neraca Perdagangan]. Info Singkat Ekonomi Dan Kebijakan Publik, 6(7), 13-16. https://berkas.dpr.go.id/

Mankiw, N. G. (2018). Surprising Truths About Trade Deficits. The New York Times.

Mankiw, N. G., & Taylor, M. P. (2020). Economics (5th ed.). Cengage Learning/EMEA.

Marks, S. V. (2015). the ASEAN–China Free Trade Agreement: Political Economy in Indonesia. Bulletin of Indonesian Economic Studies, 51(2), 287–306. https://doi.org/10.1080/00074918.2015.1061917

Muslihati. (2010). Analysis of Indonesia’s Trade After the Implementation of ACFTA (Comperative Study of Indonesia-China) [Analisis Perdagangan Indonesia Pasca Pemberlakuan ACFTA (Studi Komparatif Indonesia-China)]. Jurnal Ekonomi Pembangunan, 8(2), 383. https://doi.org/10.22219/jep.v8i2.3614

Nabbs-Keller, G. (2011). Growing Convergence, Greater Consequence: The Strategic Implications of Closer Indonesia-China Relations. Security Challenges, 7(3), 23–41. http://hdl.handle.net/10072/42305

Nabila, E. (2017). Factors of Indonesia’s trade balance deficit with China (2012-2014) [Faktor-faktor defisit neraca perdagangan Indonesia dengan Tiongkok (2012-2014)]. Undergraduate Thesis. Universitas Katolik Parahyangan. http://repository.unpar.ac.id/handle/123456789/2263

Ningsih, L. (2019). What is the Trade Balance? [Apa Itu Neraca Perdagangan?]. Wartaekonomi. Retrieved from https://www.wartaekonomi.co.id/read223842/apa-itu-neraca-perdagangan

Ofosu-Adarkwa, J., Xie, N., & Javed, S. A. (2020). Forecasting CO2 emissions of China's cement industry using a hybrid Verhulst-GM(1,N) model and emissions' technical conversion. Renewable and Sustainable Energy Reviews, 130, 109945. https://doi.org/10.1016/j.rser.2020.109945

Putri, S. Y., & Ma’arif, D. (2019). Economic-Political Cooperation between Indonesia and China in the Implementation of the Belt and Road Initiative Program [Kerja Sama Ekonomi-Politik Indonesia dan Cina pada Implementasi Program Belt and Road Initiative]. Jurnal Kajian Lemhanas RI, 7(3), 53–66. https://jurnal.lemhannas.go.id/index.php/jkl/article/view/78

Quartey-Papafio, T. K., Javed, S.A. & Liu, S. (2020). Forecasting cocoa production of six major producers through ARIMA and grey models. Grey Systems: Theory and Application, 11(3), 434-462. https://doi.org/10.1108/GS-04-2020-0050

Rakhma, D. S. S. (2017). Can Indonesia Stop Importing Goods from China? [Apakah Indonesia Bisa Stop Impor Barang dari China?] Kompas. https://ekonomi.kompas.com/read/2017/10/16/153000226/apakah-indonesia-bisa-stop-impor-barang-dari-china-

Sabaruddin, S. S. (2016). The Impact of Trade Liberalization between Indonesia and China on Changes in Trade and Public Welfare in Indonesia: A Partial Equilibrium Approach (SMART Model) and Utilization of the 2008 Socio-Economic Balance System [Dampak Liberalisasi Perdagangan RI-China Terhadap Perubahan Perdagangan dan Kesejahteraan Masyarakat Indonesia: Sebuah Pendekatan Ekuilibrium Parsial (SMART Model) dan Pemanfaatan Sistem Neraca Sosial Ekonomi 2008]. Jurnal Ekonomi Dan Bisnis, 17(3), 33. https://doi.org/10.24914/jeb.v17i3.287

Salvatore, D. (2011). Introduction to International Economics (3rd Ed.). Wiley.

Sari, Y., & Suhadak, S. (2017). The influence of the ASEAN-China Free Trade Agreement (ACFTA) on the export of Indonesian palm oil and natural rubber commodities to China (Study on the Trade Map for the 2006-2014 Period) [pengaruh ASEAN-China free trade agreement (ACFTA) terhadap ekspor komoditi kelapa sawit dan karet alam indonesia ke china (Studi pada Trade Map Periode Tahun 2006-2014)]. Jurnal Administrasi Bisnis S1 Universitas Brawijaya, 44(1), 54-61.

Siwi, A. P. (2015). Bilateral Free Trade: Indonesia-China Trade Relations within the Framework of the ACFTA [Bilateral Free Trade: Hubungan Perdagangan Indonesia-China dalam Kerangka ACFTA]. Hubungan Internasional, 1-17. http://journal.unair.ac.id/filerPDF/ARISA PERMATA SIWI-070912091-JURNAL SKRIPSI.pdf

Stalin, J. V. (1953). Works (Vol. 7, pp. 265-403). Moscow: Foreign Languages Publishing House.

Sudari, E. K. (2017). Indonesia’s Economic Transformation [Transformasi Perekonomian Indonesia]. Faculty of Economics and Business, Airlangga University. https://feb.unair.ac.id/index.php/download/download-materi-seminar.html?download=76:transformasi-perekonomian-indonesia%0A%0A

Sugiartiningsih. (2020). Analysis of Macro Factors Affecting Trade between Indonesia and China in Responding to the Free Market in 2020 [Analisis Faktor-Faktor Makro Yang Berpengaruh Terhadap Perdagangan Indonesia Dengan Cina Dalam Usaha Merespon Pasar Bebas Tahun 2020]. 1-10. https://repository.widyatama.ac.id/xmlui/bitstream/handle/123456789/4991/FP_36%28sugiartiningsih%29.pdf

Sutrisno. (2019). Problems and Strategies to Overcome Indonesia's Trade Balance Deficit [Masalah dan Strategi Mengatasi Defisit Neraca Perdagangan Indonesia]. Journal of Indonesian Economy and Business, 21(3), 268-277. https://ejournal.borobudur.ac.id/index.php/1/article/view/605/580e

TE. (2020). Indonesia Imports from China | 2000-2020 Data | 2021-2023 Forecast | Historical. Trading Economics. https://tradingeconomics.com/indonesia/imports-from-china

Tjoe, Y. (2018, August 28). Economic growth for 20 years has only been enjoyed by the rich. How severe is inequality in Indonesia [Pertumbuhan ekonomi selama 20 tahun hanya dinikmati orang kaya. Seberapa parah ketimpangan di Indonesia?]. The Conversation. https://theconversation.com/pertumbuhan-ekonomi-selama-20-tahun-hanya-dinikmati-orang-kaya-seberapa-parah-ketimpangan-di-indonesia-102107

Tri Haryanto, J. (2013). The Face of Energy Subsidies in the Future [Wajah Subsidi Energi di Masa Depan]. Indonesian Ministry of Finance. http://www.anggaran.kemenkeu.go.id/in/post/wajah-subsidi-energi-di-masa-depan

Wangke, H. (2020). Implications of United States - China Trade War to Indonesia. International Journal of Business and Economics Research, 9(3), 151-159. https://doi.org/10.11648/j.ijber.20200903.18

WITS. (2018). World Integrated Trade Solution (WITS). https://wits.worldbank.org/

Wu, W., Ma, X., Zhang, Y., Li, W., & Wang, Y. (2020). A novel conformable fractional non-homogeneous grey model for forecasting carbon dioxide emissions of BRICS countries. Science of The Total Environment, 707, 135447. https://doi.org/10.1016/j.scitotenv.2019.135447

Xie, W., Wu, W.-Z., Liu, C., Zhang, T., & Dong, Z. (2021). Forecasting fuel combustion-related CO2 emissions by a novel continuous fractional nonlinear grey Bernoulli model with grey wolf optimizer. Environmental Science and Pollution Research, 28, 38128–38144. https://doi.org/10.1007/s11356-021-12736-w

Yilmazkuday, H. (2021). Accounting for Trade Deficits. Working Papers 2107, Florida International University, Department of Economics.

Zeng, B., Li, H., & Ma, X. (2020). A novel multi-variable grey forecasting model and its application in forecasting the grain production in China. Computers & Industrial Engineering, 150, 106915. https://doi.org/10.1016/j.cie.2020.106915

.

Downloads

Published

2021-12-27

How to Cite

Candra, C. S., Adrian, J., & Lim, V. C. (2021). Indonesian Trade Deficit with China: Background and Grey Forecasting. International Journal of Grey Systems, 1(2), 33–46. https://doi.org/10.52812/ijgs.15

Issue

Section

Articles