THE DETERMINANT OF CONSIGNMENT GOODS IN CROSS-BORDER E-COMMERCE

  • Masruri Muchtar Polytechnic of State Finance STAN; Syarif Hidayatullah State Islamic University
  • Vahri Firmansyah Directorate General of Customs and Excise, the Republic of Indonesia
  • Ahmad Rodoni Syarif Hidayatullah State Islamic University
Keywords: de minimis, e-commerce, error correction model, import, marketplace

Abstract

E-commerce has started to dominate imported goods. This situation makes it problematic for domestic industries to compete with foreign products. The Ministry of Finance of the Republic of Indonesia adjusted the de minimis threshold to USD3 from USD75 to anticipate it. The policy is expected to limit imported products and support the sustainability of small and medium enterprises (SMEs). Research related to imports through e-commerce in Indonesia still needs to be completed. This study aims to analyse several variables predicted to affect cross-border e-commerce. This research employs the ordinary least square (OLS) and error correction model (ECM) approach to examine the effect of exchange rates, inflation, income, and discounts on imports from e-commerce. A one-way ANOVA test was used to find the difference in the average imports of the three de minimis groups (USD100, USD75, and USD3). It utilized transaction data obtained from the Lazada e-commerce platform. Lazada was chosen because it is one of the biggest marketplaces in Indonesia. The test result found that discounts significantly affect the short and long-term import value. In addition, lowering de minimis tends to decrease the average import of consignment goods. The result implies that the government should improve regulations to support SMEs as one of the keys to the success of the National Economic Recovery (PEN) from the COVID-19 pandemic.

References

Anggraeni, D., & Lestari, M. I. (2021). Effect of USD 3 Threshold Regulation Through E-Commerce on Interest in Buying Imported Products in Indonesia. Jurnal Ekonomi, Manajemen Dan Akuntansi, 2(1), 1-12. http://jema.unw.ac.id/index.php/jema/article/view/16

Baum, D. (1999). Business Links. Oracle Magazine, 8(3), 36-44.

https://doi.org/10.1109/74.294242

Boediono. (1985). Monetary Economics 3rd Edition. Yogyakarta: BPFE.

Chen, J., Tournois, N., & Fu, Q. (2020). Price and its forecasting of Chinese cross-border E-commerce. Journal of Business and Industrial Marketing, 35(10), 1605-1618. https://doi.org/10.1108/JBIM-01-2019-0017

https://doi.org/10.1108/JBIM-01-2019-0017

Clausen, J. R., & Kandil, M. (2009). On Cyclicality in the Current and Financial Accounts: Evidence from Nine Industrial Countries. Eastern Economic Journal, 35(3), 338-366. https://doi.org/10.1057/eej.2008.16

https://doi.org/10.1057/eej.2008.16

Dewi, K. I., & Kusumawati, A. (2018). The Influence of Discounts on Purchasing Decisions and Online Business Customer Satisfaction. Jurnal Administrasi Bisnis (JAB), 56(1), 155-163 http://administrasibisnis.studentjournal.ub.ac.id/index.php/jab/article/view/2333

DGCE. (2020). Latest Provisions on Customs, Excise, and Tax on Imported Consignment Goods. Directorate General of Customs and Excise. Retrieved January 24, 2021, from https://www.beacukai.go.id/berita/ketentuan-kepabeanan-cukai-dan-pajak-atas-impor-barang-kiriman-terbaru.html

Ding, F., Huo, J., & Campos, J. K. (2017). The Development of Cross Border E-Commerce. Proceedings of the International Conference on Transformations and Innovations in Management (Ictim 2017), 37, 370-383. https://doi.org/https://dx.doi.org/10.2991/ictim-17.2017.37

https://doi.org/10.2991/ictim-17.2017.37

Gali, J., & Monacelli, T. (2005). Monetary policy and exchange rate volatility in a small open economy. The Review of Economic Studies, 72(3), 707-734. https://ideas.repec.org/a/oup/restud/v72y2005i3p707-734.html

https://doi.org/10.1111/j.1467-937X.2005.00349.x

Gong, Y., Liu, J., & Zhu, J. (2019). When to increase firms' sustainable operations for efficiency? A data envelopment analysis in the retailing industry. European Journal of Operational Research, 277(3), 1010-1026. https://doi.org/10.1016/j.ejor.2019.03.019

https://doi.org/10.1016/j.ejor.2019.03.019

Gujarati, D. N. (2003). Basic Econometrics, Fourth Editions. New York: McGraw-Hill/Irwin.

Haile, M. G., & Pugh, G. (2013). Does Exchange Rate Volatility Discourage International Trade ? A Meta-Regression Analysis. The Journal of International Trade & Economic Development: An International and Comparative Review, 22(3), 321-350. https://doi.org/10.1080/09638199.2011.565421

https://doi.org/10.1080/09638199.2011.565421

Holloway, S., & Rae, J. (2012). De Minimis Thresholds in APEC. World Customs Journal, 6(1), 31-62. https://worldcustomsjournal.org/Archives/Volume%206%2C%20Number%201%20(Mar%202012)/04%20Holloway_Rae.pdf

Hufbauer, G. C., Jung, E., & Lu, Z. L. (2018). The Case for Raising de minimis Thresholds in NAFTA 2.0. Peterson Institute for International Economics, Policy Briefs 18(8), 1-9. https://ideas.repec.org/p/iie/pbrief/pb18-8.html

Hwang, W., Jung, H. ., & Salvendy, G. (2006). Internationalisation of e-commerce: a comparison of online shopping preferences among Korean, Turkish and US populations. Behavior & Information Technology, 25(1), 3-18. https://doi.org/https://doi.org/10.1080/01449290512331335636

https://doi.org/10.1080/01449290512331335636

I-Ways. (2003). Impacts of E-Commerce in the Global Networked Economy. Digest of Electronic Commerce Policy and Regulation, 26(4), 171. https://content.iospress.com/articles/i-ways-digest-of-electronic-commerce-policy-and-regulation/iwa00032

Ic, Y. T., Çelik, B., Kavak, S., & Baki, B. (2022). An integrated AHP-modified VIKOR model for financial performance modelling in retail and wholesale trade companies. Decision Analytics Journal, 3, 1-11. https://doi.org/https://doi.org/10.1016/j.dajour.2022.100077

https://doi.org/10.1016/j.dajour.2022.100077

Insukindro. (1990). Derivation of monthly data from annual data. Economics and Finance in Indonesia, 38(4), 345-357. https://ideas.repec.org/a/lpe/efijnl/199018.html

Ivanov, D. (2020). Predicting The Impacts of Epidemic Outbreaks on Global Supply Chains : A Simulation-based Analysis on The Coronavirus Outbreak. Transportation Research Part E: Logistics and Transportation Review, 136, 1-14. https://doi.org/10.1016/j.tre.2020.101922

https://doi.org/10.1016/j.tre.2020.101922

Iwaisako, T., & Nakata, H. (2017). Impact of exchange rate shocks on Japanese exports: Quantitative. Journal of the Japanese and International Economies, 46(C), 1-16. https://doi.org/https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1016%252Fj.jjie.2017.07.001;h=repec:eee:jjieco:v:46:y:2017:i:c:p:1-16

Kara, A., & Nelson, E. (2003). The exchange rate and inflation in the UK. Scottish Journal of Political Economy, 50(5), 585-608. https://doi.org/https://doi.org/10.1111/j.0036-9292.2003.05005003.x

https://doi.org/10.1111/j.0036-9292.2003.05005003.x

Kotler, P., & Armstrong, G. (2008). Marketing Management. 13th Edition. Jakarta: Erlangga.

Krugman, P. R., Obstfeld, M., & Melitz, J. (2018). International Trade Theory and Policy Global Edition (P. E. Limited (ed.)). Boston: Pearson Education, Inc.

Linton, T., & Vakil, B. (2020). Coronavirus Is Proving We Need More Resilient Supply Chains. Harvard Business Review. Retrieved March 24, 2021, from https://hbr.org/2020/03/coronavirus-is-proving-that-we-need-more-resilient-supply-chains

Mankiw, N. G. (2016). Macroeconomics (9th ed.). New York: Worth Publishers.

Mao, R., Yao, Y., & Zou, J. (2019). Productivity growth, fixed exchange rates, and export-led growth. China Economic Review, 56, 101311. https://doi.org/10.1016/j.chieco.2019.101311

https://doi.org/10.1016/j.chieco.2019.101311

McCallum, B., & Nelson, E. (2000). Monetary policy for an open economy: an alternative framework with optimizing agents and sticky prices. Oxford Review of Economic Policy, 16(4), 74-91. https://www.jstor.org/stable/23606601

https://doi.org/10.1093/oxrep/16.4.74

Mishra, P. K. (2012). The Dynamics of the Relationship between Imports and Economic Growth in India. South Asian Journal of Macroeconomics and Public Finance, 1(1), 57-79. https://doi.org/https://doi.org/10.1177%2F227797871200100105

https://doi.org/10.1177/227797871200100105

Muazam, A. R. (2020). E-commerce Transactions Are Dominated by Z's and Millennials. Retrieved December 24, 2021, from https://www.alinea.id/gaya-hidup/transaksi-e-commerce-didominasi-generasi-z-dan-milenial-b1ZRL9woj

Muchtar, M. (2019). Optimizing Tax Revenue On Cross-Border E-Commerce: A Case To Indonesian Customs Authority. In A. B. Laksono & S. A. Nugroho (Eds.), International Conference: Designing Customs Policy to Support E-Commerce (pp. 20-33). Polytechnic of State Finance STAN.

Muchtar, M., & Romadhoni, K. A. A. (2020). Challenges and Strategies for Oversight of Narcotics, Psychotropics, and Precursors During the Covid-19 Pandemic. Jurnal Perspektif Bea Dan Cukai, 4(2), 111-122. https://doi.org/10.31092/jpbc.v4i2.964

https://doi.org/10.31092/jpbc.v4i2.964

Mudassir, R. (2019). These are the 10 Most Visited E-Commerce in Indonesia. Bisnis.Com. Retrieved June 4, 2021, from https://teknologi.bisnis.com/read/20190809/84/1134495/ini-10-e-commerce-yang-paling-banyak-dikunjungi-di-indonesia

Müller-Bloch, C., & Kranz, J. (2014). A Framework for Rigorously Identifying Research Gaps in Qualitative Literature Reviews. Proceedings of the 36th International Conference on Information Systems, Fort Worth, 1-19 .

My, N. Q., Sayim, M., & Rahman, H. (2017). The Impact of Exchange Rate on Market Fundamentals: A Case Study of J-curve Effect in Vietnam. Research in Applied Economics, 9(1), 45-68. https://doi.org/10.5296/rae.v9i1.11019

https://doi.org/10.5296/rae.v9i1.11019

Nagari, A. A., & Suharyono, S. (2017). The Influence of Inflation Rate and Exchange Rate on Exports of Indonesian Textiles and Textile Products (Study in 2010-2016). Jurnal Administrasi Bisnis, 53(1), 202-210. http://administrasibisnis.studentjournal.ub.ac.id/index.php/jab/article/view/2201

Nguyen, V. C., & Do, T. T. (2020). Impact of Exchange Rate Shocks, Inward FDI and Import on Export Performance: A Cointegration Analysis. Journal of Asian Finance, Economics, and Business, 7(4), 163-171. https://doi.org/10.13106/JAFEB.2020.VOL7.NO4.163

https://doi.org/10.13106/jafeb.2020.vol7.no4.163

Nopirin. (1999). International Economics. 3rd Edition. Yogyakarta: BPFE.

Okamura, J. (2006). Worldwide via the Web. Multi-Channel Merchant (Penton Media, Inc.), 2(2), 31-32.

Panagariya, A. (2000). E-Commerce, WTO, and Developing Countries. World Economy, 23(8), 959-978. https://doi.org/http://dx.doi.org/10.1111/1467-9701.00313

https://doi.org/10.1111/1467-9701.00313

Putri, C. A. (2021). BI Projects E-commerce Transactions This Year Will Reach IDR 337 T. CNBC Indonesia. Retrieved December 9, 2021, from https://www.cnbcindonesia.com/tech/20210122114013-37-217989/bi-proyeksi-transaksi-e-commerce-tahun-ini-tembus-rp-337-t

Putz Anderson, V., Schulte, P. A., Novakovich, J., Pfirman, D., & Bhattacharya, A. (2020). Wholesale and retail trade sector occupational fatal and nonfatal injuries and illnesses from 2006 to 2016: Implications for intervention. American Journal of Industrial Medicine, 63(2), 121-134. https://doi.org/10.1002/ajim.23063

https://doi.org/10.1002/ajim.23063

Rocha, P. I., Caldeira de Oliveira, J. H., & Giraldi, J. d. M. E. (2020). Marketing communications via celebrity endorsement : an integrative review. Benchmarking: An International Journal, 27(7), 2233-2259. https://doi.org/10.1108/BIJ-05-2018-0133

https://doi.org/10.1108/BIJ-05-2018-0133

Sarkar, S., Khare, A., & Sadachar, A. (2019). Influence of consumer decision-making styles on use of mobile shopping applications. Benchmarking: An International Journal, 27(1), 1-20. https://doi.org/https://doi.org/10.1108/BIJ-07-2018-0208

https://doi.org/10.1108/BIJ-07-2018-0208

Scarcella, L. (2020). E-commerce and Effective VAT/GST Enforcement: Can Online Platforms Play a Valuable Role? Computer Law and Security Review, 36, 1-15. https://doi.org/10.1016/j.clsr.2019.105371

https://doi.org/10.1016/j.clsr.2019.105371

Shewmake, B., & Sapp, G. (2000). Bringing down the international barriers. InfoWorld, 22(18), 30.

Sukirno. (2004). Macroeconomics: Introduction. Jakarta: PT Raja Grafindo Persada.

Sulaiman, A., Baharin, R., & Al-Hadi, A. A. (2019). Impact of Import and Export on GDP of Egypt: Application of ARDL Model. International Journal of Asian Social Science, 9(1), 1-10. https://doi.org/10.18488/journal.1.2019.91.1.10

https://doi.org/10.18488/journal.1.2019.91.1.10

Sumantri, F., & Latifah, U. (2020). The Influence of Interest Rate, Money Circulation, Inflation, and Cpi Against Export and Import in Indonesia 2012-2018. Jurnal Ekonomi Pembangunan, 17(2), 108-118. https://doi.org/10.22219/jep.v17i2.10242

https://doi.org/10.22219/jep.v17i2.10242

Suparmoko. (2001). Introduction to Macroeconomics. Yogyakarta : BPFE UGM.

Totonchi, J. (2011). Macroeconomic Theories of Inflation. International Conference on Economics and Finance Research, 4(July), 459-462.

Tugcu, C. T., Uzun, A. M., & Özkok, I. (2019). The Impact of Import on Inflation: An ARDL Analysis for the Turkish Economy. Akdeniz İİBF Dergisi, 19(2), 415-426. https://doi.org/https://doi.org/10.25294/auiibfd.595213

https://doi.org/10.25294/auiibfd.595213

Uddin, H., & Khanam, M. J. (2017). Import, Export and Economic Growth: the Case of Lower Income Country. IOSR Journal of Business and Management, 19(01), 37-42. https://doi.org/10.9790/487x-1901053742

https://doi.org/10.9790/487X-1901053742

Unggara, I., Sadono, E. D., Hayatiningsih, N., & Vellayati, W. I. (2021). The Productivity of Indonesia E-Commerce: Evidence. International Journal of Economics, Business and Accounting Research, 5(4), 226-234. https://jurnal.stie-aas.ac.id/index.php/IJEBAR/article/view/3550

Villa, R., & Monzon, A. (2021). Mobility Restrictions and E-Commerce : Holistic Balance in Madrid Centre during COVID-19 Lockdown. Economies, 9(57), 1-19. https://doi.org/http://dx.doi.org/10.3390/economies9020057

https://doi.org/10.3390/economies9020057

Waluyo, D. E. (2016). Macroeconomics. Malang: Universitas Muhammadiyah Malang.

We Are Social and Hootsuite. (2021). Digital 2020. Global Digital Overview. Retrieved from https://wearesocial.com/digital-2020

Yadav, M., & Rahman, Z. (2018). The influence of social media marketing activities on customer loyalty. Benchmarking: An International Journal, 25(9), 3882-3905. https://doi.org/https://doi.org/10.1108/BIJ-05-2017-0092

https://doi.org/10.1108/BIJ-05-2017-0092

Yolandha, F. (2020). Trade Transactions in E-Commerce Are Still Dominated by Imported Products. republika.co.id. Retrieved March 10, 2021, from https://republika.co.id/berita/qlhh9k370/transaksi-dagang-di-ecommerce-masih-didominasi-produk-impor

Yusuf, H. (2020). Import Shopping Preference for Goods Shipment for Changes in Import Duty Exemption Limits. Jurnal Perspektif Bea Dan Cukai, 4(1), 20-35. https://doi.org/10.31092/jpbc.v4i1.748

https://doi.org/10.31092/jpbc.v4i1.748

Zając, A., Wielechowski, M., & Czech, K. (2022). Wholesale and retail trade sector in Poland: use of de minimis credit guarantees by micro, small and medium-sized enterprises. Journal of Modern Science, 49(2), 275-296. DOI: https://doi.org/10.13166/jms/1

https://doi.org/10.13166/jms/156235

Published
2023-08-14
How to Cite
Masruri Muchtar, Vahri Firmansyah, & Ahmad Rodoni. (2023). THE DETERMINANT OF CONSIGNMENT GOODS IN CROSS-BORDER E-COMMERCE. International Journal of Business and Society, 24(2), 690-710. https://doi.org/10.33736/ijbs.5954.2023