Jurnal Teknologi dan Manajemen Industri Terapan
Vol. 5 No. 1 (2026): Jurnal Teknologi dan Manajemen Industri Terapan

The Impact of Non-Cash Payment Systems on Inflation in Indonesia

Akbar Lufi Zulfikar (Unknown)
Selly Swandari (Unknown)
Swadia Gandhi Mahardika (Unknown)
Imelda Veronica Gea (Unknown)



Article Info

Publish Date
04 Feb 2026

Abstract

This study investigates the impact of non-cash payment systems on inflation in Indonesia, focusing on three major instruments: ATM cards, credit cards, and electronic money (e-money). The rapid development of digital payment technologies has transformed consumer behavior and the circulation of money, potentially influencing the country’s inflation dynamics. Using a quantitative research approach and multiple linear regression analysis, this study examines monthly data from 2022 to 2024 to assess how different non-cash transactions affect inflation. The empirical findings reveal that ATM card transactions have a positive and statistically significant effect on inflation, indicating that higher ATM transaction volumes are associated with increased consumer spending. Conversely, credit card transactions demonstrate a negative but significant effect, suggesting that deferred payments may moderate inflationary pressures. Meanwhile, e-money transactions have a negative yet insignificant effect, implying limited influence given their lower transaction volume compared to other instruments. Overall, the results highlight that the impact of non-cash payment systems on inflation varies across payment types and their intensity of use, providing valuable insights for policymakers in managing monetary stability amid the growing digitalization of financial systems.

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Journal Info

Abbrev

home

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Industrial & Manufacturing Engineering

Description

Jurnal Teknologi dan Manajemen Industri Terapan (JTMIT) adalah journal blind peer-review yang bersifat open access yang memungkinkan artikel tersedia secara online tanpa berlangganan apapun. JTMIT didedikasikan untuk publikasi hasil penelitian, artikel teknis, konseptual dan laporan studi kasus ...