The Correlation Between the Users Familiarity with E-Payment Systems and its Willingness to Use the Application

This study examines the correlation between users' familiarity with e-payment systems and theirwillingness to use such applications among students of Misamis University. The research utilizedquantitative methods and focused on assessing the relationship between perceived familiarity with epayment platforms and willingness to adopt their use. Data were collected using surveys, and statisticalanalysis was performed using the Pearson product-moment correlation coefficient. Results revealed aperfect linear relationship (r = 1) between users' familiarity with e-payment systems and their willingnessto utilize these platforms, with a statistically significant p-value of 0.000. This indicates that higherfamiliarity with e-payment systems is strongly associated with a greater willingness to engage with thesetechnologies. These findings underscore the importance of educational efforts and accessibility to fosterfamiliarity and willingness among users.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-07
DOI
https://doi.org/10.5281/zenodo.16761890
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

The Correlation Between the Users Familiarity with E-Payment Systems and its Willingness to Use the Application

Zenodo (CERN European Organization for Nuclear Research)
Technology Adoption and User Behaviour
article

The Correlation Between the Users Familiarity with E-Payment Systems and its Willingness to Use the Application

article en

Abstract

This study examines the correlation between users' familiarity with e-payment systems and theirwillingness to use such applications among students of Misamis University. The research utilizedquantitative methods and focused on assessing the relationship between perceived familiarity with epayment platforms and willingness to adopt their use. Data were collected using surveys, and statisticalanalysis was performed using the Pearson product-moment correlation coefficient. Results revealed aperfect linear relationship (r = 1) between users' familiarity with e-payment systems and their willingnessto utilize these platforms, with a statistically significant p-value of 0.000. This indicates that higherfamiliarity with e-payment systems is strongly associated with a greater willingness to engage with thesetechnologies. These findings underscore the importance of educational efforts and accessibility to fosterfamiliarity and willingness among users.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 44%
Technology Adoption and User Behaviour
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The Correlation Between the Users Familiarity with E-Payment Systems and its Willingness to Use the Application · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS