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Showing 372 articles found for "Regression"

THE INFLUENCE OF CUSTOMER SATISFACTION, CUSTOMER DELIGHT AND CUSTOMER TRUST ON CUSTOMER LOYALTY IN THE SHOPEE MARKETPLACE

Mujito, Tika Kartika Asri, Wawan Hari Subagyo, Eidelweijs Andririnjani Putri, Andri Catur Trissetianto
Abstract: This study aims to analyze the influence of Customer Satisfaction, Customer Delight, and Customer Trust on customer loyalty in the Shopee marketplace. A quantitative approach was employed with data collected through questionnaires… tionnaires to active Shopee users. Multiple linear regression results show that the three independent variables simultaneously have a significant effect on customer loyalty, but only Customer Trust has a significant partial effect. The Adjusted R Square indicates that the independent variables explain approximately 41.4% of the variation in customer loyalty. These findings highlight the importance of building customer trust as a key strategy in maintaining loyalty on e-commerce platforms.

THE EFFECT OF DIGITAL LITERACY ON STUDENTS’ LEARNING OUTCOMES IN A GEOGRAPHIC INFORMATION SYSTEMS COURSE IN THE ENVIRONMENTAL ENGINEERING STUDY PROGRAM AT UNIVERSITAS HAMZANWADI

Isnein Akbar, Mutia Permata Sari, Agus Muliadi Putra
Abstract: The rapid development of information and communication technologies has significantly transformed higher education. Teaching and learning processes are increasingly supported by digital platforms, Learning Management Systems&#8230; tems (LMS), and abundant online learning resources. In this context, university students are required to possess adequate digital literacy, particularly in software- and spatial-analysis-based courses such as Geographic Information Systems (GIS), which is a key course in the Environmental Engineering curriculum. This study aimed to analyze the effect of digital literacy on students’ learning outcomes in a GIS course offered in the Environmental Engineering Study Program at Universitas Hamzanwadi. A quantitative approach with a correlational design was employed. The population consisted of students enrolled in the GIS course in the odd semester of the 2024/2025 academic year, and all 44 students were taken as the sample using a saturated sampling technique. Digital literacy was measured using a Likert-scale questionnaire (1–5) covering technical skills, information search and evaluation, information management, online communication and collaboration, and ethical use of digital media, while learning outcomes were obtained from the final course grades. The data analysis showed that the mean score of students’ digital literacy was 3.6 (moderately high), with a standard deviation of 0.45, whereas the mean GIS course grade was 78.5 with a standard deviation of 6.8. Pearson correlation analysis indicated a positive and significant relationship between digital literacy and learning outcomes (r = 0.62; p < 0.01). Simple linear regression further revealed that digital literacy accounted for approximately 38% of the variance in learning outcomes (R² = 0.38), with the regression equation Ŷ = 52.3 + 7.3X. These findings highlight the importance of strengthening students’ digital literacy in GIS instruction through training, project-based assignments, and the optimal utilization of Learning Management Systems.

DETERMINANTS OF INFORMATION SYSTEM SUCCESS IN INDONESIA: SYSTEM REQUIREMENTS, TEAM CAPABILITIES, AND STAKEHOLDER INVOLVEMENT

Faidatul Hikmah, Sinung Suakanto
Abstract: Success in information system projects has a significant impact on the development of information technology. The research specifically explores the factors that can influence the success and failure of information system&#8230; m projects in Indonesia. The research method applied is a double linear regression analysis of a case study involving 67 information system projects that have been completed by various organizations and companies in Indonesia. Some of the major findings of this study cover critical aspects that have a significant impact on the performance of information system projects. Analysis of project information system requirements is identified as one of the key factors affecting the success of the project. Team capabilities, both in terms of technical skills and interpersonal coordination, are also important elements that correlate with project outcomes. The involvement of stakeholders throughout the project cycle has also proved to have a positive impact. It is understood that involving stakeholders actively can enhance a better understanding of user needs and minimize the risk of change of requirements in the middle of the way. By gaining in-depth insight into these key factors, this research makes valuable contributions to the planning, development, and implementation of future information system projects in Indonesia.

THE EFFECT OF TIKTOK LIVE SHOPPING USE AND DIGITAL PROMOTION STRATEGY ON CONSUMER ENGAGEMENT IN PANENJOAN VILLAGE CICALENGKA DISTRICT BANDUNG RECENCY

Sani Agisni, Bambang Sucipto
Abstract: The development of digital technology has encouraged businesses to utilize social media as a marketing tool, one of which is through TikTok's Live Shopping feature. However, the use of TikTok Live Shopping in semi-rural&#8230; areas such as Panenjoan Village, Cicalengka District, Bandung Regency, has not been optimal, as indicated by low consumer engagement and unstructured digital promotion strategies. This situation indicates a gap between the potential use of TikTok Live Shopping and the expected level of consumer engagement. Therefore, this study aims to determine the effect of TikTok Live Shopping utilization and digital promotion strategies on consumer engagement. This study used a quantitative approach with a survey method, along with descriptive and verification analysis. The study population was consumers in Panenjoan Village who had participated in TikTok Live Shopping. The sample was determined using the Lemeshow formula, resulting in 100 respondents using a purposive sampling technique. Data collection was conducted using a Likert-scale questionnaire. Data analysis included validity tests, reliability tests, classical assumption tests, correlation tests, multiple linear regression analysis, coefficient of determination tests, and hypothesis testing using SPSS version 27. The results showed that the use of TikTok Live Shopping, digital promotion strategies, and consumer engagement were in the strong category. Partially, the use of TikTok Live Shopping and digital promotion strategies had a significant effect on consumer engagement. Simultaneously, these two independent variables also had a significant effect on consumer engagement. This study concluded that optimizing TikTok Live Shopping and implementing effective digital promotion strategies can increase consumer engagement in Panenjoan Village.

TTHE INFLUENCE OF VILLAGE OFFICIAL COMPETENCE ON THE IMPLEMENTATION OF VILLAGE FINANCIAL ACCOUNTING STANDARDS (SAKD): A CONTINGENCY STUDY IN POKA VILLAGE

Rita J D Atarwaman, Yosefa.Reresi, Inkana Dewanti Banea, Permata Sary Lausiry
Abstract: Transparent and accountable village financial management is one of the important indicators in realizing good village governance. The government has established the Village Financial Accounting Standards (SAKD) as guidelines&#8230; ines for the preparation and presentation of village financial reports. However, in practice, the implementation of SAKD still faces various challenges, particularly those related to the competence of village officials as financial managers. This study aims to analyze the effect of village officials’ competence on the implementation of the Village Financial Accounting Standards (SAKD) in Poka Village. This study uses a quantitative approach with a survey method. Data were collected through the distribution of questionnaires to all village officials directly involved in village financial management using a saturated sampling technique. The independent variable in this study is the competence of village officials, which includes technical, managerial, and conceptual competencies, while the dependent variable is the implementation of SAKD. Data were analyzed using linear regression analysis with the assistance of statistical software. The results of the study indicate that the competence of village officials has a positive and significant effect on the implementation of SAKD in Poka Village. These findings suggest that improving the competence of village officials can encourage more optimal implementation of SAKD and enhance the quality of village financial management and reporting in a sustainable manner, thereby supporting public transparency and accountability as well as more effective and responsible village financial decision-making by the village government and stakeholders.

THE EFFECT OF BUDGET PARTICIPATION ON THE ACCURACY OF PROFIT PLANNING: AN EMPIRICAL STUDY ON MSMES TYPICAL SOUVENIRS OF AMBON

Rita JD Atarwaman, Febriana Romauli Manurung, Nurhamna Rahmatulah, Chusnul Tehuayo
Abstract: This study aims to empirically analyze the influence of budget participation on the accuracy of profit planning in Micro, Small, and Medium Enterprises (MSMEs) that produce special Ambon souvenirs. The accuracy of profit&#8230; planning is an important indicator of the success of MSME financial management, considering their limited resources and high levels of environmental uncertainty. This study adopts a quantitative approach using a survey method. Primary data was collected through a questionnaire distributed to 30 owners or managers of MSMEs for special Ambon souvenirs, which were selected using purposive sampling. Data analysis was carried out using descriptive statistics and simple linear regression analysis. The results of the study show that budget participation has a positive and significant effect on the accuracy of profit planning. These findings show that the higher the level of involvement of MSME actors in the budgeting process, the more accurate the profit planning will be. This research theoretically contributes to the development of managerial accounting in the context of MSMEs and provides practitioner implications for business practitioners and local governments in improving the quality of MSME financial management.

QRIS IMPLEMENTATION IN MSMES:A STUDY OF EASE OF USE AND ITS IMPACT ON TRANSACTION EFFICIENCY (STUDY OF MSMES IN KECAMATAN TELUK AMBON )

Rita J D Atarwaman, Saraun kaliky, Phuput Aprilia Arif, Riyadh Gunawan
Abstract: This study examines the implementation of the Quick Response Code Indonesian Standard (QRIS) among Micro, Small, and Medium Enterprises (MSMEs) and analyzes the effect of ease of use on transaction efficiency. This research&#8230; rch employs a quantitative explanatory approach based on a field study conducted in Teluk Ambon District. Data were collected through structured questionnaires distributed to MSME actors who have implemented QRIS as a digital payment system. A total of 30 MSMEs were selected using purposive sampling based on predefined criteria. The collected data were analyzed using validity and reliability tests, descriptive statistics, simple linear regression analysis, t-test, and coefficient of determination (R²). The results show that ease of use has a positive and significant effect on transaction efficiency, with a significance value of 0.033, which is lower than the 0.05 significance level. The coefficient of determination (R²) value of 0.153 indicates that ease of use explains 15.3% of transaction efficiency, while the remaining 84.7% is influenced by other factors not examined in this study. These findings support the Technology Acceptance Model (TAM) proposed by Davis and confirm that QRIS contributes to improving transaction efficiency among MSMEs. This study provides theoretical contributions to digital payment adoption literature and practical implications for policymakers, financial institutions, and MSME actors.

ANALYSIS OF THE INFLUENCE OF ATTITUDE AND BEHAVIORAL CONTROL ON THE FINANCIAL PERFORMANCE OF MSMES IN NUSANIWE DISTRICT

Rita J D Atawarman, Theovilia L Bernadus, Rifki Kurniawan, Arleston Pelupessy
Abstract: Micro, Small, and Medium Enterprises (MSMEs) are the backbone of the Indonesian economy, yet they still face the challenge of suboptimal financial performance. This study aims to analyze the direct influence of Financial&#8230; Attitudes and Behavioral Control on MSME Financial Performance and examine the mediating role of Financial Behavior in this relationship. This study is grounded in the Theory of Planned Behavior (TPB), which positions attitudes and behavioral control as the primary determinants of individual intentions and behavior. Using a quantitative approach, this study will test hypotheses on 31 MSME owners/managers in Nusaniwe District, selected through purposive sampling. Data will be collected through a Likert-scale questionnaire and analyzed using SPSS statistical software. Validity, reliability, and multiple regression tests will test the simultaneous influence of attitudes, control, and behavior on financial performance. The results are expected to provide insight into the importance of behavioral aspects (attitudes and control) in improving MSME financial performance and contribute to more effective mentoring programs and policy formulation

THE EFFECT OF BUDGETARY DECENTRALIZATION (DECENTRALIZATION CUTS) AND THE EFFECTIVENESS OF THE INTERNAL CONTROL SYSTEM ON THE QUALITY OF ACCOUNTABILITY OF THE COOPERATIVE SERVICE'S FINANCIAL REPORTS

Rita J D Atawarman, Natalie Jessica Rubak, Natalia H.Tatuhey, Erika Kili-Kili
Abstract: AThis study aims to empirically test and analyze the influence of Budgetary Decentralization (DP)—including the dynamics of Decentralization Curtailment—and the Effectiveness of the Internal Control System (ICS) on the Quality&#8230; he Quality of Financial Statement Accountability (QFSA) at the Ambon City Cooperatives Office. QFSA is considered a crucial reflection of public entity responsibility, affected by the mechanism of fiscal authority allocation and the internal oversight system. This quantitative research employs a survey method, with the population being all staff involved in the financial cycle at the Ambon City Cooperatives Office (Head of Office, PPK, and PPTK). Given the limited number of relevant subjects, a Saturated Sampling (Census) technique was used. Primary data was collected via a Likert-scale questionnaire and analyzed using Multiple Linear Regression Analysis with SPSS software. Empirically, the results are expected to prove that (1) Budgetary Decentralization (including curtailment dynamics) has a significant influence on QFSA, and (2) The effectiveness of a robust ICS is positively and significantly correlated with QFSA. These findings are important for enriching the public sector accounting literature, highlighting the necessity of balancing delegated authority (decentralization) with the strengthening of internal control to achieve optimal financial statement accountability at the Local Government Unit (SKPD) level

DETECTION OF FINANCIAL TARGET, FINANCE STABILITY AND EXTERNAL PRESSURE FACTORS ON FRAUDULENT FINANCIAL REPORTING WITH MARKET CAPITALIZATION AS A MODERATOR VARIABLE IN MANUFACTURING COMPANIES

Monika Yovita, Budi Rustandi Kartawinata, Aldi Akbar
Abstract: This study aims to analyze the effect of Financial Target, Financial Stability, and External Pressure on Financial Statement Fraud, with Market Capitalization as a moderating variable, in manufacturing companies listed on&#8230; n the Indonesia Stock Exchange (IDX) during the period 2017–2019. The research employs a quantitative approach using panel data regression analysis with the Common Effect Model (CEM) and the Moderated Regression Analysis (MRA) technique. The data were obtained from the financial statements of manufacturing companies that met the sampling criteria over a three-year observation period. The results indicate that Financial Target (ROA) has a positive and significant effect on financial statement fraud. Financial Stability (INVSAL and CATA) also shows a significant effect but in different directions: INVSAL increases, while CATA decreases the likelihood of fraudulent financial reporting. External Pressure (FREEC) has a negative and significant effect on financial statement fraud. The moderating variable, Market Capitalization, was found to strengthen the effect of CATA and weaken the effect of INVSAL on financial statement fraud. The R² value of 17.52% indicates that the research model explains a moderate portion of the variation in financial statement fraud among manufacturing firms in Indonesia. These findings support Agency Theory and the Fraud Triangle Theory, suggesting that financial pressure, stability, and external conditions play a crucial role in influencing the occurrence of financial statement fraud.