The Influence of Financial Behavior, Income, and Risk on the Use of Shopee PayLater among the People of Singkawang City with Locus of Control as a Moderating Variable

This study aims to analyze the influence of financial behavior, income, and risk on the use of Shopee PayLater services in Singkawang City, with locus of control serving as a moderating variable. The research employs an associative quantitative approach. A total of 150 active Shopee PayLater users were selected as respondents using purposive sampling. The research instruments were tested for validity and reliability, followed by data analysis through multiple linear regression and Moderated Regression Analysis (MRA). The results indicate that financial behavior and income have a significant positive effect on the use of Shopee PayLater, while risk does not show a significant influence. Locus of control is proven to moderate the relationship between financial behavior and income with the use of Shopee PayLater, but it does not moderate the relationship between risk and the use of the service. These findings suggest that individuals with a high level of self-control tend to use digital credit services more wisely. This study offers a meaningful contribution to understanding the psychological and financial factors that influence consumer behavior in using digital financial services in the era of financial technology.

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-10-01
Primary Topic
Fungal and yeast genetics research
Type
article
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article

The Influence of Financial Behavior, Income, and Risk on the Use of Shopee PayLater among the People of Singkawang City with Locus of Control as a Moderating Variable

SHILAP Revista de lepidopterología
Fungal and yeast genetics research
article

The Influence of Financial Behavior, Income, and Risk on the Use of Shopee PayLater among the People of Singkawang City with Locus of Control as a Moderating Variable

article en

Abstract

This study aims to analyze the influence of financial behavior, income, and risk on the use of Shopee PayLater services in Singkawang City, with locus of control serving as a moderating variable. The research employs an associative quantitative approach. A total of 150 active Shopee PayLater users were selected as respondents using purposive sampling. The research instruments were tested for validity and reliability, followed by data analysis through multiple linear regression and Moderated Regression Analysis (MRA). The results indicate that financial behavior and income have a significant positive effect on the use of Shopee PayLater, while risk does not show a significant influence. Locus of control is proven to moderate the relationship between financial behavior and income with the use of Shopee PayLater, but it does not moderate the relationship between risk and the use of the service. These findings suggest that individuals with a high level of self-control tend to use digital credit services more wisely. This study offers a meaningful contribution to understanding the psychological and financial factors that influence consumer behavior in using digital financial services in the era of financial technology.

SHILAP Revista de lepidopterología
Universitas Muhammadiyah Pontianak (ID)
No poverty
Openalex Percentile: Top 47%
Fungal and yeast genetics research
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