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Analytics

Oktafia, Patria Nurmala; Hardiwinoto, Hardiwinoto; Sinarasri, Andwiani; Hanum, Ayu Noviani

Jurnal Ilmiah Komputerisasi Akuntansi 2026 Universitas Sains dan Teknologi Komputer

Taxes play a vital role as the primary source of state revenue and a key instrument for financing national development through the State Budget (APBN). This study aims to analyze the determinants of tax compliance among Micro, Small, and Medium Enterprise (MSME) taxpayers in Semarang City, with a particular focus on the effects of tax policy, subjective norms, and financial performance. A quantitative associative approach was employed, using primary data collected through questionnaires distributed to 100 MSME taxpayers selected via purposive sampling. The data was analyzed using the Partial Least Squares (PLS) method with WarpPLS software. The results indicate that tax policy and subjective norms have a positive and significant effect on MSME tax compliance, while financial performance shows no significant effect. The adjusted R² value reveals that the model explains 87.2% of the variance in taxpayer compliance. To enhance MSME tax compliance, the government should simplify tax regulations, strengthen social norms through education and community engagement, and ensure consistent, transparent, and fair implementation of tax policies

Halawa, Pastiani Putri; Octafian, Ray

Jurnal Ilmiah Komputerisasi Akuntansi 2026 Universitas Sains dan Teknologi Komputer

Penelitian ini bertujuan untuk menganalisis strategi pengelolaan arus kas dalam mendukung keberlanjutan usaha kue tradisional dengan mengambil studi kasus pada Toko Roti Ganjel Rel Ambarawa. Pengelolaan arus kas yang efektif merupakan faktor krusial dalam menjaga keberlangsungan usaha kecil dan menengah, khususnya pada industri makanan tradisional yang menghadapi tantangan fluktuasi permintaan musiman dan persaingan dengan produk modern. Metode penelitian yang digunakan adalah kualitatif deskriptif dengan pendekatan studi kasus melalui observasi langsung, wawancara mendalam dengan pemilik usaha, serta analisis dokumen keuangan selama periode enam bulan. Hasil penelitian menunjukkan bahwa Toko Roti Ganjel Rel Ambarawa menerapkan beberapa strategi kunci dalam pengelolaan arus kas, meliputi sistem pencatatan keuangan harian yang terstruktur, pengelolaan persediaan berbasis permintaan historis, diversifikasi produk untuk menstabilkan pendapatan, serta penerapan kebijakan kredit yang ketat kepada pelanggan. Strategi-strategi tersebut terbukti efektif dalam menjaga likuiditas usaha dengan rasio kas rata-rata sebesar 1,8 dan periode perputaran kas selama 15 hari. Temuan penelitian ini memberikan kontribusi praktis bagi pelaku usaha kue tradisional dalam merancang sistem pengelolaan arus kas yang berkelanjutan serta kontribusi teoretis dalam pengembangan model manajemen keuangan untuk usaha mikro kecil dan menengah sektor kuliner tradisional.

Barikah, Aminatul; Suwarno, Suwarno

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study investigates the relationship between Environmental, Social, and Governance (ESG) performance and corporate financial distress, with board gender diversity examined as a moderating variable. Using 96 firm-year observations from manufacturing companies listed on the Indonesia Stock Exchange (2022–2024), the analysis employs variance-based Structural Equation Modelling (SEM). The findings reveal that ESG performance does not exert a statistically significant effect on financial distress, and gender diversity does not moderate this relationship. These non-significant results constitute the central empirical contribution of the study, highlighting that ESG engagement and gender diversity have yet to translate into financial resilience in the Indonesian manufacturing context. The study underscores the importance of contextual factors—such as implementation costs, authenticity of ESG disclosures, and limited female representation on boards—in shaping the effectiveness of sustainability practices. The results provide theoretical implications for Stakeholder and Agency Theory and offer practical insights for managers, regulators, and investors in emerging markets.

Firdaus, Via Angeline; Mauludi, Andri

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to analyze the effect of profitability, leverage, and liquidity on firm value in food and beverage sub-sector companies listed on the Indonesia Stock Exchange (IDX) for the 2020–2024 period. Profitability is measured by Return On Assets (ROA), leverage by Debt to Equity Ratio (DER), and liquidity by Current Ratio (CR), while firm value is proxied by Price to Book Value (PBV). The study employs a quantitative approach using multiple linear regression analysis. The sample consists of 25 companies selected through purposive sampling, with a total of 125 secondary data observations obtained from annual financial statements. The results indicate that, partially, profitability, financial risk, and liquidity have a positive and significant effect on firm value. Simultaneously, the three independent variables also significantly affect firm value, with an adjusted R² of 43.4%, meaning that 56.6% of the variation in firm value is explained by other factors outside the model. These findings support agency theory and signaling theory, which suggest that strong financial performance, optimal debt management, and adequate liquidity provide positive signals to investors, thereby enhancing firm value.

Warda, Nabila; Ramayanti, Rizka

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The rapid advancement of information technology has significantly transformed accounting practices, including among student entrepreneurs. This study aims to analyze the implementation of technology-based accounting among participants of the Student Entrepreneur Development Program (P2MW) using the Technology Acceptance Model (TAM) and Technology Readiness Index (TRI) frameworks. A descriptive qualitative method with a case study approach was applied to ten informants through in-depth interviews and Likert-scale questionnaires, analyzed thematically and supported by TRI score interpretation across the dimensions of optimism, innovativeness, discomfort, and insecurity. The findings reveal that technology acceptance in accounting is influenced by perceived usefulness, which includes time and cost efficiency, improved data accuracy, ease of real-time access, and accelerated strategic decision-making, as well as perceived ease of use that minimizes technical barriers. The TRI analysis indicates high levels of optimism and innovativeness, with low discomfort and insecurity, reflecting strong readiness for technology adoption. The study concludes that implementing technology-based accounting among student entrepreneurs provides tangible benefits and encourages sustainable use, with practical implications for application developers, educational institutions, and policymakers in strengthening accounting technology literacy among young entrepreneurs

Victor, Victor; Indah, Nopiani

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The size of the company as a moderator in defining the correlation between capital structure, profit, and firm value is the focus of this study. Adopting a quantitative associative approach, this research focuses on the non-cyclical consumer sector registered on the Indonesia Stock Exchange (IDX) for the period 2020–2023. Of the 125 companies, 73 were purposively selected to create the research sample, yielding 292 observations after excluding entities with incomplete data and those with special monitoring status. The authors gathered secondary data from audited yearly financial reports through the IDX portal and corporate websites. The analysis used quasi-moderation techniques by combining independent variables, moderation, and interaction in a single regression model, processed through EViews 13. The research results show that capital structure has a significant positive impact on firm value, while profitability has no significant impact. Firm size has been shown to affect the relationship that exists between capital structure and firm value, but it does not moderate the association between profitability and firm value. These findings confirm that leverage’s effectiveness in increasing firm value is independent of company size and that profitability is not a primary determinant in this context. This research provides empirical evidence to advance capital structure theory and to inform executives’ strategic financial decisions and investors’ evaluations of corporate outlooks.

Listyaningrum, Heni Dwi

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The rapid growth of social media has yielded vast digital traces with high potential for improving corporate forensic auditing. Their utilization, however, lags behind through technological reliability, privacy, and adherence to the law. The aim of this study is to explore effective utilization of social media digital traces in forensic auditing and develop a functional framework that lags neither behind through technological efficiency nor adherence to the law and ethics. A mixed-method design was utilized, combining quantitative machine learning analysis with qualitative document analysis and semi-structured interview insight. Quantitative data drawn from social media digital traces were processed using Random Forest algorithm with SMOTE for class balancing, while qualitative data were processed using thematic analysis. The results indicated high model performance with 91.3% accuracy and AUC-ROC of 0.94, together with three emergent themes: digital integration, ethics and privacy, and regulation and legality. The results demonstrate that digital footprints may serve as an effective early and reliable indicator for fraud detection, provided they are accompanied by clear regulatory and ethical frameworks. Its principal contribution lies in the development of an operational model that combines machine learning with legal and ethical perspectives, a new strategy which matures methodological refinement and practical application in today's forensic auditing.

Febriani, Meri; Indrati, Menik

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to analyze the effect of cum and ex-dividend dates and company size on stock prices using the Dividend Payout Ratio (DPR) as a moderating variable. This study uses multiple linear regression analysis with moderating variables on companies listed on the Indonesia Stock Exchange. This research is based on signaling theory, which states that dividend information can serve as a signal for investors in making investment decisions. The results of the study indicate that all independent and moderating variables in the model simultaneously have a significant influence on stock prices. This suggests that the regression model used in this study is valid and can comprehensively explain stock price variations. This study implies that companies need to develop a more structured financial communication strategy, particularly in the disclosure of dividend information. Not only should the timing of dividend distribution be communicated, but the number of dividends to be distributed should also be clearly communicated to strengthen investor response. The implementation of this strategy must be accompanied by compliance with OJK and IDX regulations to maintain market confidence and increase the value of company shares.

Maharani, Melinda; Indrati, Menik

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The study aims to analyze the influence of Self-esteem, narcissism, Knowledge Sharing, professional skepticism, and Educational Level on Auditor Performance. The research was conducted with auditors at the Public Accounting Firm Jojo Sunarjo & Partners to understand how psychological characteristics, professional behaviour, and educational background contribute to optimal auditor performance. The study included 202 active auditors. Data analysis was carried out using the Partial Least Squares Structural Equation Modeling (PLS-SEM) approach with SmartPLS version 4.0. The results show that Self-esteem, Knowledge Sharing, Professional Skepticism, and Educational Level positively influence Auditor Performance. Meanwhile, Narcissism has an adverse effect on Auditor Performance. These findings highlight the importance of personality traits and professional conduct in supporting the quality of auditor performance.

Resga, Arie; Nurhasanah, Nina

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to examine the influence of servant leadership (SL) on perceived organizational support (POS), job satisfaction (JS), job embeddedness (JE), and turnover intentions (TI) among private bank employees in West Jakarta. The research is motivated by the high turnover rate in the banking industry, despite organizational efforts to strengthen leadership and employee support. A total of 154 employees participated by completing an online Likert-scale questionnaire, and the data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with SmartPLS 4.1.0.9. The findings reveal that SL positively and significantly influences POS (β=0.667), JS (β=0.585), and JE (β=0.579). Furthermore, POS (β=−0.328), JE (β=−0.386), and JS (β=−0.220) significantly and negatively affect TI. Predictive relevance is supported with Q² values ranging from 0.283 to 0.604, while model fit testing using SRMR yielded 0.050 (saturated) and 0.127 (estimated). Bootstrapping was conducted with 5,000 resamples, two-tailed testing, bias-corrected accelerated (BCa), and 95% confidence intervals. Theoretically, this research strengthens the literature by demonstrating that SL enhances workplace relationships through improved POS, JS, and JE, which subsequently reduces turnover intentions. Practically, the findings provide implications for banking management to adopt servant leadership as a strategic approach to employee retention. Nevertheless, despite high levels of POS, JS, and JE, some respondents still report turnover intentions, indicating the presence of unmodeled external factors such as career opportunities, workload, or industry dynamics. This study is limited by its cross-sectional design and one-time self-report measurement; thus, generalizations and causal inferences should be made with caution.

Wijayanti, Afifah Arum; Susilowati, Heni

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

Taxes serve as the primary source of state revenue and a crucial component in financing national development through the State Budget (APBN). This study examines the determinants of individual taxpayer compliance within the Klaten Primary Tax Office (KPP) in Central Java, with particular emphasis on the influence of awareness, comprehension of regulations, and understanding of tax sanctions. The research method uses a quantitative associative approach. Primary data were obtained by distributing questionnaires to 100 respondents using a nonprobability sampling technique, using the accidental sampling method. The data was analyzed using multiple linear regression with the help of SPSS software. The results show that awareness, understanding of regulations, and comprehension of tax sanctions have a statistically significant effect on individual taxpayer compliance, both partially and simultaneously. The adjusted R value illustrates the model's ability to explain the data at 64.7%. To improve taxpayer compliance, tax authorities are advised to routinely conduct sustainable and easily accessible tax education programs, enforce tax sanctions consistently and transparently, and be supported by awareness campaigns for taxpayers in fulfilling their responsibilities to the state.

Sari, Anggi Novita; Sulartopo, Sulartopo; Kholifah, Siti

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

Perkembangan media sosial telah mengubah strategi pemasaran digital secara signifikan, dengan TikTok Shop menjadi salah satu kanal e-commerce yang berkembang pesat untuk memperkuat keterlibatan merek dan loyalitas konsumen. Penelitian ini bertujuan untuk menganalisis pengaruh komunikasi pemasaran online, konten marketing, dan brand engagement terhadap loyalitas merek pada platform TikTok Shop dengan studi kasus merek lokal Shiyu Shopeu. Pendekatan penelitian bersifat kuantitatif dengan desain survei potong lintang terhadap 120 responden yang dipilih secara purposive, mencakup konsumen aktif yang telah melakukan pembelian melalui TikTok Shop. Data primer diperoleh melalui kuesioner skala Likert lima poin, sedangkan analisis dilakukan menggunakan regresi linier berganda setelah melalui uji validitas, reliabilitas, dan asumsi klasik. Hasil penelitian menunjukkan ketiga variabel independen memiliki pengaruh positif dan signifikan terhadap loyalitas merek (nilai F-hitung = 103,26; Sig. < 0,001), dengan brand engagement sebagai variabel dominan (t-hitung = 5,922; Sig. < 0,001), sementara nilai R² = 0,692 mengindikasikan bahwa 69,2% variasi loyalitas merek dapat dijelaskan oleh model. Temuan ini menegaskan pentingnya interaksi emosional dan keterlibatan aktif konsumen dalam membangun komitmen merek di lingkungan digital yang dinamis. Penelitian ini berkontribusi dalam memperkaya literatur pemasaran digital, serta memberikan rekomendasi strategis bagi pelaku usaha untuk mengoptimalkan komunikasi daring dan konten kreatif guna meningkatkan loyalitas pelanggan secara berkelanjutan.

Purwantoro, Aletha Kevina Putri; Nadia, Ananta Arta; Anggraeni, Dwi; Alamsyah, Naditha Ersa Auryn; Ramadhan, Yanuar

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

Unstable financial conditions in insurance companies can serve as an early indicator of potential bankruptcy, which may have wide-ranging impacts on policyholders, shareholders, and the overall stability of the financial sector. Therefore, early detection of bankruptcy risk is critically important. This study aims to evaluate the effectiveness of the Springate model in identifying potential bankruptcy among insurance companies listed on the Indonesia Stock Exchange during the 2022–2024 period. The Springate model was chosen due to its simplicity and its ability to provide quantitative insights into a company's financial condition. Data were collected from the annual financial statements of 16 companies selected through purposive sampling based on the completeness and consistency of their financial reporting. The model applies the S-Score calculation as the basis for classifying companies into financial distress or non-financial distress categories. The analysis revealed that six companies consistently exhibited signs of financial difficulty, with three of them identified as being in a state of financial distress for three consecutive years. Meanwhile, the other ten companies demonstrated stable and healthy financial conditions throughout the observation period. These findings indicate that the Springate model is reasonably practical as an early detection tool for bankruptcy risk, particularly in the insurance sector, which is influenced by various internal factors such as risk management, as well as external factors like economic fluctuations and government regulations. Therefore, this model can be utilized as a decision-support tool for both management and investors in making strategic financial decisions.

Oviana Intan Ayu; Agustina Widodo

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

Bankruptcy is a condition where a business cannot operate effectively due to severe financial difficulties it is currently experiencing.  This research purposes to analyze the ratio of the Altman, Springate, and Grover models in analyzing bankruptcy in food and beverage corporations listed on the IDX with reference to signaling theory. The data analysis approach used are One Way Anova test and accuracy level test. Using 20 company samples with purposive sampling method. The final proceeds of the research explain that there are significant differences between the Altman and Springate models, significant differences between the Altman and Grover models, and no significant differences between the Springate and Grover models in predicting bankruptcy in food and beverage companies for the period 2019-2023. The very accurate prediction model was achieved by the Grover model.

Petra, Dany Nofrizal; Innayah, Maulida Nurul; Purwidianti, Wida; Utami, Restu Frida

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aimed to examine the effect of digital literacy, financial literacy, innovation, and human capital on MSME performance. This study used Structural Equation Modeling (SEM) based on Partial Least Square (PLS). The population in this study consisted of MSMEs located in Banyumas Regency. Moreover, the sampling technique used in this study was convenience sampling, with the criteria that MSMEs were in Banyumas Regency and have been operating for at least 3 years, which resulted in 161 respondents. This study showed that digital literacy, innovation, and human capital have a positive and significant effect on MSME performance. In line with Resource-Based Theory (RBT), resources within organizations such as digital literacy, innovation, and human capital play an important role in facing competition to improve MSME performance. In addition, this study shows that financial literacy has not effect on MSME performance.

Angelina Puspita Sari; Kautsar Riza Salman

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

Minimnya atensi wajib pajak terhadap sosialisasi telah dicoba oleh fiskus pajak menimbulkan kecenderungan wajib pajak buat tidak patuh dalam penuhi kewajiban perpajakannya. Diperlukan banyak profesi konsultan pajak karena masih minimnya konsultan pajak dalam menangani banyaknya wajib pajak dalam melaporkan kewajibannya. Tujuan penelitian ini adalah untuk mengetahui pengaruh pengetahuan perpajakan, norma subjektif, dan penghargaan finansial terhadap minat berkarir mahasiswa menjadi konsultan pajak dengan self efficacy sebagai variabel moderasi. Metode dalam penelitian ini adalah kuantitatif. Sampel dipilih secara purposive sampling dengan jumlah responden sebanyak 127 orang yang memenuhi kriteria tertentu. Responden yang menjadi subjek penelitian adalah mahasiswa Universitas Hayam Wuruk Perbanas Surabaya, UPN Veteran Jawa Timur, Sekolah Tinggi Ilmu Ekonomi Indonesia Surabaya. Analisis data dilakukan dengan menggunakan Partial Least Square Structural Equation Modeling (PLS-SEM) dengan bantuan SmartPLS versi 4.0. Hasil penelitian menunjukkan bahwa pengetahuan perpajakan, norma subjektif, dan penghargaan finansial berpengaruh signifikan terhadap minat karir mahasiswa menjadi konsultan pajak. Self efficacy memperkuat pengetahuan perpajakan, Self efficacy memperlemah norma subjektif, self efficacy tidak memoderasi penghargaan finansial pada minat karir mahasiswa menjadi konsultan pajak.

Rossana, Laila; Riztina Dwi Setyasih

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The Pada era society 5.0, pembelajaran abad 21 diarahkan agar memfasilitasi beberapa ketrampilan, diantaranya ketrampilan berpikir kritis, pemecahan masalah dan penggunaan teknologi dan media. Perkuliahan Komputer Akuntansi belum menggunakan bahan ajar yang dapat memfasilitasi perkembangan ketrampilan tersebut, sehingga banyak mahasiswa yang kesulitan memahami materi dan dalam melaksanakan praktik penggunaan software atau suatu program keuangan. Penelitian ini bertujuan mengembangkan bahan ajar dengan mengaplikasikan case method yang sesuai diterapkan pada pembelajaran Komputer Akuntansi. Pendekatan penelitian menggunakan desain penelitian dan pengembangan (Research and Development, R&D). Model pengembangan mengacu pada model pengembangan Borg & Gall yang oleh Thiagarajan dimodifikasi menjadi tiga tahap, yakni define, design, dan develop. Angket digunakan dalam pengumpulan data. Dari hasil uji kelayakan penggunaan media diperoleh penilaian sebagai berikut, ahli media sebanyak 88%, dan dari ahli materi sebanyak 99,04%. Disamping itu hasil uji coba terbatas menunjukkan tanggapan positif dari mahasiswa sebesar 95,21%. Hasil penelitian ini menyimpulkan bahwa bahan ajar dengan pendekatan case method  layak digunakan pada proses pembelajaran Komputer Akuntansi

Ismantoro, Budi; Ismail, Tubagus; Astuty , Sri

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The purpose of this research is to determine the factors of taxpayer compliance at the Sekayu Tax Office. This research was conducted on individual taxpayers at the Sekayu Tax Office. The research method used is a quantitative method using five research variables, namely Love of Money, tax knowledge, tax sanctions as the independent variable, and taxpayer compliance as the dependent variable with taxpayer awareness as the intervention/mediation variable. The variable measurement scale used in this research is the Likert Scale. The type of data used is primary data collected through a questionnaire survey of 100 individual taxpayers at the Sekayu Tax Office. Data analysis was carried out using Structural Equation Modeling (SEM) based on Partial Least Square (PLS) using SmartPLS 4.0 software. The results of the research show that: 1) Tax knowledge and tax sanctions have a significant influence on taxpayer awareness 2) Tax knowledge and tax sanctions have a positive and significant influence on taxpayer compliance 3) Love of money has a negative and insignificant influence on taxpayer awareness and compliance tax 4) Tax awareness does not have a significant effect on taxpayer compliance and 5) Tax knowledge and tax sanctions do not have a significant effect on taxpayer compliance through taxpayer awareness.

Purwati, Aldina Esty

Jurnal Ilmiah Komputerisasi Akuntansi 2024 Universitas Sains dan Teknologi Komputer

The demand for real-time performance monitoring in the Industry 5.0 era encourages organizations to adopt integrated approaches to management control systems. This study aims to develop and validate a Balanced Scorecard (BSC)-based performance evaluation model integrated with computerized accounting systems to enhance managerial decision-making quality. The research employs a Research and Development (R&D) approach, following systematic stages of model development including needs analysis, system design, prototype construction, and expert validation. Primary data were obtained from three management accounting experts and two information system practitioners who evaluated the model using five key criteria: accuracy of key performance indicators (KPI), ease of use, indicator relevance, data visualization quality, and implementation feasibility. The findings reveal that all criteria achieved average scores above 4.0 on a five-point scale, indicating a high level of expert consensus and confirming the model’s conceptual validity. The highest scores were recorded for KPI accuracy (4.5) and implementation feasibility (4.4), demonstrating the model’s potential for real-world application. The novelty of this study lies in its integration of BSC metrics with real-time accounting data processing through the R&D approach, resulting in a systematic framework for performance monitoring. Future research is recommended to enhance dashboard interactivity and conduct field implementation testing to measure the model’s impact on decision-making quality.

Permatasari, Rizky Puput; Sari, Shinta Permata

Jurnal Ilmiah Komputerisasi Akuntansi 2024 Universitas Sains dan Teknologi Komputer

The advancement of payment technology has shifted the role of cash to non-cash systems. Generation Z plays a significant role in the adoption of this technology. One of the innovations introduced by Bank Indonesia is the Quick Response Code Indonesian Standard (QRIS), launched on August 17, 2019, to support digital payments through server-based e-money applications, e-wallets, or mobile banking. This study aims to analyze the factors influencing QRIS usage behavior among Generation Z based on the Unified Theory of Acceptance and Use of Technology (UTAUT). The study employs a quantitative method involving 275 respondents collected through an online questionnaire. Data are analyzed using SmartPLS. The results show that performance expectancy, facilitating conditions, and social influence have a positive influence on QRIS usage behavior. In contrast, effort expectancy does not have an influence. These findings are expected to support strategies for increasing QRIS adoption among Generation Z.