Analysis of the effect of non-cash payment systems on Indonesia's economic growth for the period 2013-2023

This study focuses on analyzing the effect of the use of non-cash payment systems on Indonesia's economic growth. The data used in this study are secondary data in the form of quarterly time series with the period 2013-2023. The method used is quantitative with data collection techniques through literature study and multiple linear regression analysis techniques with Ordinary Least Square (OLS). The results showed that non-cash transactions using credit cards, debit cards/ATMs, and m-banking had a positive and significant effect on economic growth. The effect is shown partially and simultaneously.

Authors

Institutions

Publication Details

Journal
Digital Business Tren Bisnis Masa Depan
Published
2025-03-30
DOI
https://doi.org/10.59651/digital.v16i1.249
Primary Topic
SMEs Development and Digital Marketing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of the effect of non-cash payment systems on Indonesia's economic growth for the period 2013-2023

Fina Kartika Sari, Muhammad Abdul Ghofur
Digital Business Tren Bisnis Masa Depan
SMEs Development and Digital Marketing
article

Analysis of the effect of non-cash payment systems on Indonesia's economic growth for the period 2013-2023

Fina Kartika Sari, Muhammad Abdul Ghofur
article en

Abstract

This study focuses on analyzing the effect of the use of non-cash payment systems on Indonesia's economic growth. The data used in this study are secondary data in the form of quarterly time series with the period 2013-2023. The method used is quantitative with data collection techniques through literature study and multiple linear regression analysis techniques with Ordinary Least Square (OLS). The results showed that non-cash transactions using credit cards, debit cards/ATMs, and m-banking had a positive and significant effect on economic growth. The effect is shown partially and simultaneously.

Digital Business Tren Bisnis Masa DepanVol. 16(1)
Universitas Negeri Surabaya (ID)
Openalex Percentile: Top 89%
SMEs Development and Digital Marketing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.