JULY 2025

VOlUME 04 ISSUE 07 JULY 2025
The Influence of Economic, Demographic, Technological, Environmental and Infrastructure Sectors on Indonesian Exports: The Role of Productivity as a Mediator
1Hasyim Rahmadi, 2Denny Saputera
1,2International Trade Study Program, Faculty of Economic and Business, Widyatama University, Indonesia
DOI : https://doi.org/10.58806/ijsshmr.2025.v4i7n10

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ABSTRACT

This research aims to analyze the influence of economic, demographic, technological, environmental, and infrastructure sectors on Indonesia's exports with total factor productivity (TFP) as the mediating variable. A quantitative approach was used with path analysis method, using secondary data from the period 1997–2022 obtained from BPS, World Bank, and IMF. The research results show that exchange rate, technological progress (number of scientific and technical articles), port efficiency (port output), and TFP have a positive and significant effect on Indonesia's exports. Meanwhile, labor force participation has no significant effect. Average annual temperature has a negative and significant effect, showing the adverse impact of climate change on natural resource-based export sectors. Bootstrap testing shows that TFP negatively mediates the effect of exchange rate on exports, indicating that exchange rate depreciation can reduce productivity efficiency in the long term. These findings emphasize the importance of balanced exchange rate policy as well as the strategic role of innovation, port infrastructure, and climate adaptation in driving national export performance.

REFERENCES

1) Arif, M. N. R. A., & Amalia, E. (2016). Teori mikroekonomi: Suatu perbandingan ekonomi Islam dan ekonomi konvensional. Prenada Media.

2) Alhayat, A. P. (2012). Dekomposisi Pertumbuhan dan Diversifikasi Ekspor Non Migas Indonesia. Buletin Ilmiah Litbang Perdagangan, 6, 1–18. Retrieved from https://jurnal.kemendag.go.id/index.php/bilp/article/view/135

3) Auzina-Emsina, A. (2014). Labour productivity, economic growth and global competitiveness in post-crisis period. Procedia-Social and Behavioral Sciences, 156, 317–321. doi:10.1016/j.sbspro.2014.11.195

4) Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17, 99–120. doi:10.1177/014920639101700108

5) Barus, D. R., Simangunsong, J. S., Ginting, S. E. B., & Saragih, L. S. (2024). Pengaruh Perkembangan Teknologi Informasi Terhadap Pasar Global. Jurnal Intelek Insan Cendikia, 1, 495–500. Retrieved from https://jicnusantara.com/index.php/jiic/article/view/459

6) Basuki, A. T., & Nazaruddin, I. (2015). Analisis statistik dengan spss. Yogyakarta: Danisa Media, 51. Retrieved from https://ekonometrikblog.wordpress.com/wp-content/uploads/2019/05/analsisi-statistik-spss.pdf

7) Cahyadi, R., Yunanda, R. A., Putra, R. S., Jaya, S. I., Bayu, S. P., & Rizki, N. (2024). Analisis Faktor-Faktor Melemahnya Kurs Rupiah pada Era Digital. Ilmu Ekonomi Manajemen Dan Akuntansi, 5, 412–427. doi:10.37012/ileka.v5i2.2341

8) Cai, Z., & Wang, C. (2020). Study on the Effect of Agricultural Total Factor Productivity on the Export of Agricultural Products. Recent Trends in Decision Science and Management: Proceedings of ICDSM 2019, 779–786. doi:10.1007/978-981-15-3588-8_90

9) Chase, R. B., Aquilano, N. J., Jacobs, F. R., & Chase, R. B. (2006). Operations management for competitive advantage. Retrieved from https://library.giadinh.edu.vn/handle/GDU/1692

10) Cheung, G. W., & Lau, R. S. (2008). Testing mediation and suppression effects of latent variables: Bootstrapping with structural equation models. Organizational Research Methods, 11, 296–325. doi:10.1177/1094428107300343

11) Chou, Y.-C., Chuang, H. H.-C., & Shao, B. B. M. (2014). The impacts of information technology on total factor productivity: A look at externalities and innovations. International Journal of Production Economics, 158, 290–299. doi:10.1016/j.ijpe.2014.08.003

12) Diallo, I. A. (2015). On the link between real exchange rate misalignment and growth: theory and empirical evidence. Retrieved from https://mpra.ub.uni-muenchen.de/68064/

13) Djojohadikusumo, S. (1994). Perkembangan Pemikiran Ekonomi Dasar Teori Ekonomi Pertumbuhan dan Ekonomi Pembangunan.

14) Durlauf, S., & Blume, L. (2016). Monetary economics. Springer.

15) Fauzel, S. (2022). Assessing the impact of technological progress on trade in COMESA: a PVECM approach. International Trade, Politics and Development, 6, 61–72. Retrieved from https://www.emerald.com/insight/2586-3932.htm

16) Ghozali, I. (2018). Aplikasi Analisis Multivariate dengan Program IBM SPSS 25 Edisi 9. Semarang: Badan penerbit Universitas Diponegoro. Variabel Pemoderasi. E-Jurnal Akuntansi Universitas Udayana, 23, 1470.

17) Ginting, A. M. (2013). Pengaruh nilai tukar terhadap ekspor Indonesia. Buletin Ilmiah Litbang Perdagangan, 7, 1–18. Retrieved from https://jurnal.kemendag.go.id/index.php/bilp/article/view/96

18) Grossman, G. M., & Helpman, E. (1991). Trade, knowledge spillovers, and growth. European Economic Review, 35, 517–526. doi:10.1016/0014-2921(91)90153-A

19) Grossman, G. M., & Helpman, E. (1989). Product development and international trade. Journal of Political Economy, 97, 1261–1283. doi:10.1086/261653

20) Grozdanovska, V., Jankulovski, N., & Bojkovska, K. (2017). International business and trade. International Journal of Sciences: Basic and Applied Research (IJSBAR), 31, 105–114. Retrieved from https://www.gssrr.org/index.php/JournalOfBasicAndApplied/article/view/6884

21) Hamidy, A., Sudarti, S., & Yushardi, Y. (6 2021). ANALISIS PERUBAHAN SUHU LINGKUNGAN TERHADAP KENYAMANAN MASYARAKAT DI DESA SUMBER TENGAH. JURNAL PEMBELAJARAN FISIKA, 10, 70. doi:10.19184/jpf.v10i2.24301

22) Han, Z., & Li, H. (2022). Transportation infrastructure and trade. Japan and the World Economy, 64, 101162. doi:10.1016/j.japwor.2022.101162

23) Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical Mediation Analysis in the New. doi:10.1080/03637750903310360

24) Hermon, D. (2017). Climate Change Mitigation. Rajawali Pers (Radjagrafindo).

25) Howitt, P. (2018). Endogenous growth theory. In Economic growth (pp. 68–73). doi:10.1057/978-1-349-95189-5_2545

26) Hummels, D. (9 2007). Transportation Costs and International Trade in the Second Era of Globalization. Journal of Economic Perspectives, 21, 131–154. doi:10.1257/jep.21.3.131

27) Kumar, N., & Maiti, D. (2024). Long-run macroeconomic impact of climate change on total factor productivity—Evidence from emerging economies. Structural Change and Economic Dynamics, 68, 204–223. doi:10.1016/j.strueco.2023.10.006

28) Laorens, N. (2023). The Effects of International Trade on the Indonesian Economy. Available at SSRN 4508453. doi:10.2139/ssrn.4508453

29) MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7, 83. doi:10.1037/1082-989X.7.1.83

30) Martinez-Martinez, A., Esteve-Pérez, S., Gil-Pareja, S., & Llorca-Vivero, R. (2023). The impact of climate change on international trade: A gravity model estimation. The World Economy, 46, 2624–2653. doi:10.1111/twec.13464

31) McConnell, J. E. (2001). International Trade: Geographic Aspects. In N. J. Smelser & P. B. Baltes (Eds.), International Encyclopedia of the Social & Behavioral Sciences (pp. 7848–7852). doi:10.1016/B0-08-043076-7/02552-3

32) Mehtiyev, J., Magda, R., & Vasa, L. (2021). Exchange rate impacts on international trade. Economic Annals-XXI/Ekonomìčnij Časopis-XXI, 190. doi:10.21003/ea.V190-02

33) Merk, O., & Dang, T. (2012). Efficiency of World Ports in Container and Bulk Cargo (oil, coal, ores and grain). doi:10.1787/5k92vgw39zs2-en

34) Mlambo, C. (2021). The impact of port performance on trade: The case of selected African states. Economies, 9, 135. doi:10.3390/economies9040135

35) Munim, Z. H., & Schramm, H.-J. (2018). The impacts of port infrastructure and logistics performance on economic growth: the mediating role of seaborne trade. Journal of Shipping and Trade, 3, 1–19. doi:10.1186/s41072-018-0027-0

36) Nelson, R. R., & Phelps, E. S. (1966). Investment in humans, technological diffusion, and economic growth. The American Economic Review, 56, 69–75. Retrieved from https://www.jstor.org/stable/1821269

37) Notteboom, T., Pallis, A., & Rodrigue, J.-P. (2022). Port Economics, Management and Policy (1st ed.). doi:10.4324/9780429318184

38) Pilbeam, K. (2023). International finance. Bloomsbury Publishing.

39) Porter, M. E. (1990). The Competitive Advantage of Nations. Retrieved from https://books.google.co.id/books?id=WAy1AAAAIAAJ

40) Retherford, R. D., & Choe, M. K. (1993). Statistical models for causal analysis. John Wiley & Sons.

41) Roberts, M. J., & Tybout, J. R. (1997). The decision to export in Colombia: An empirical model of entry with sunk costs. The American Economic Review, 545–564. Retrieved from https://www.jstor.org/stable/2951363

42) Rodriguez, J. L., & Rodriguez, R. M. G. (2005). Technology and export behaviour: A resource-based view approach. International Business Review, 14, 539–557. doi:10.1016/j.ibusrev.2005.07.002

43) Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98, S71–S102. doi:10.1086/261725

44) Rusydiana, A. S. (2009). Hubungan antara perdagangan internasional, pertumbuhan ekonomi dan perkembangan industri keuangan syariah di Indonesia. Tazkia Islamic Finance and Business Review, 4. doi:10.30993/tifbr.v4i1.30

45) Sabaruddin, S. (2013). Simulasi Dampak Liberalisasi Perdagangan Bilateral RI-China terhadap Perekonomian Indonesia: Sebuah Pendekatan SMART Model. Jurnal Ekonomi Kuantitatif Terapan. Retrieved from https://ojs.unud.ac.id/index.php/jekt/article/view/7440

46) Santosa, A. B. (2018). MONOGRAF NILAI TUKAR RUPIAH PENDEKATAN PURCHASING POWER PARITY. LEMBAGA PENELITIAN DAN PENGABDIAN MASYARAKAT UNIVERSITAS STIKUBANK.

47) Setiyawati, R., Sasana, H., Septiani, Y., & Others. (2020). Analisis Pertumbuhan Total Factor Productivity (Tfp) 6 Negara Asean Tahun 2008-2017. DINAMIC: Directory Journal of Economic, 2, 290–302. doi:10.31002/dinamic.v2i1.1433

48) Shapiro, D., MacDonald, D., & Greenlaw, S. A. (2024). Principles of Macroeconomics 3e. Vk Publications.

49) Shrout, P. E., & Bolger, N. (2002). Mediation in experimental and nonexperimental studies: new procedures and recommendations. Psychological Methods, 7, 422. Retrieved from https://pubmed.ncbi.nlm.nih.gov/12530702/

50) Simorangkir, I., & Suseno, S. (2004). Sistem dan kebijakan nilai tukar. Seri Kebanksentralan, 12.

51) Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70, 65–94. doi:10.2307/1884513

52) Sugiyono, P. D. (2017). Metode penelitian bisnis: pendekatan kuantitatif, kualitatif, kombinasi, dan R&D. Penerbit CV. Alfabeta: Bandung, 225, 48–61.

53) Sukirno, S. (2013). Makroekonomi teori pengantar (ketiga). Jakarta: Rajawali Pers, 333.

54) Syverson, C. (2011). What determines productivity? Journal of Economic Literature, 49, 326–365. doi:10.1257/jel.49.2.326

55) Tjakrawerdaja, S., Soedarno, S., Lenggono, P. S., Purwandaya, B., Karim, M., & Agusalim, L. (2017). Sistem Ekonomi Pancasila. Retrieved from https://books.google.co.id/books?id=zRXZzwEACAAJ

56) Zahara, S. V. M. (2020). Mikroekonomi (Sebuah Pengantar). Bandung: CV. MEDIA SAINS INDONESIA. Retrieved from https://eprints.untirta.ac.id/id/eprint/6127

57) Wibowo, A. (2024). Teori & praktik perdagangan internasional. Penerbit Yayasan Prima Agus Teknik, 1–341. Retrieved from https://penerbit.stekom.ac.id/index.php/yayasanpat/article/view/467

58) Wirathi, I., & Lestari, K. J. (2016). Pengaruh Jumlah Produksi, Tenaga Kerja Dan Kurs Valuta Asing Terhadap Ekspor Perhiasan Perak Di Kabupaten Gianyar. E-Jurnal Ekonomi Pembangunan Universitas Udayana, 5, 44589. Retrieved from https://ojs.unud.ac.id/index.php/eep/article/view/17136

VOlUME 04 ISSUE 07 JULY 2025

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