Jurnal TAM (Technology Acceptance Model)
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USER ACCEPTANCE ANALYSIS OF DANAMAS PEER TO PEER LENDING SERVICES IN DENPASAR CITY
No full textThe presence of fintech lending services in the financial sector provides a change in lending and borrowing transactions that were previously still conventionally turned into digital. However, in this facility, there are still some shortcomings that are felt by users in using fintech services. This research is intended to find out what influences users in using fintech services, especially Danamas in Denpasar City by applying the original Technology Acceptance Model (TAM) method which is modified using one external variable. This study uses quantitative methods and data analysis methods using Partial Least Square (PLS) with the help of Smart PLS 3.0 software. The sampling technique in this study uses two techniques, purposive sampling, and area sampling. The results of the tests carried out showed that of the ten hypotheses tested, directly and indirectly, there are seven accepted hypotheses and three rejected hypotheses. The three rejected hypotheses include the relationship between perceived ease of use (Y2) and attitude toward using (Y3), the relationship between perception of security (X1) and actual system of use (Y4) mediated by perceived usefulness (Y1), perceived ease of use (Y1), use (Y2), and attitude toward using (Y3), as well as the relationship between perceived ease of use (Y2) and the actual system of use (Y4) mediated by perceived usefulness (Y1) and attitude toward using (Y3) variables
THE NAÃVE BAYES METHOD AS A MEASUREMENT MODEL EFFECTIVENESS OF ONLINE LEARNING
No full textThe rapid development of technology requires the world of education to be able to take advantage of its positive impact, making various new innovations by utilizing technology to support education such as online learning in the learning process amid the Covid-19 pandemic. Changes in learning methods which occur suddenly from conventional learning methods or directly face-to-face switching to distance learning methods or using online learning media greatly impact and influence students who come from underprivileged families and students who are in remote areas where internet access and inadequate infrastructure. This study aims to create a classification model for measuring the effectiveness of online learning in Pringsewu using the classification method. The classification method is used to classify data based on the nature of the data which each class already recognizes. There are various methods which can be used to classify data using the Naïve Bayes method. The results of the research conducted are a classification for measuring the effectiveness of online learning in Pringsewu. The feasibility of the model obtained is supported by the results of the analysis of the Naïve Bayes model which has an accuracy rate of 98.48%, an AUC value of 0.995, a precision level of 98.17% and a 100% recall. In this study, the level of accuracy of the performance of the model used reached values above 90%. In addition, the AUC value of the two methods used is also more than 90% which is a value that is categorized as Excellent Classification. Further research can be carried out using other different parameters such as Economic Capability, Regional Location, Connectivity Mode, Digital Literacy, and others. In addition, this research was conducted only from the student's point of view. Inclusion of school opinion in future research will be useful in determining the exact effectiveness of online learning
ENTERPRISE ARCHITECTURE PLANNING (EAP) AS A STRATEGIC PLAN FOR INFORMATION SYSTEM MANAGEMENT TO IMPROVE THE SERVICE QUALITY FOR MULTAZAM VOCATIONAL SCHOOL IN GISTING
No full textInformation technology is moving more and more forward and developing from time to time. One of the roles of information technology which is growing is the use of information technology to improve the governance of educational institutions from high schools to universities. Every educational institution is required to have models and standards which can be implemented as a basis for improving the alignment between business strategy and information technology. Enterprise Architecture Planning or commonly called (EAP) is one method which can be applied in making information architecture plans. The stages in EAP consist of data architecture, application architecture, technology architecture, and designs which have been made and can be implemented to support the achievement of the organization's mission. The system design uses flowchart design, use case diagrams, and class diagrams. Research conducted at Multazam Vocational School in Gisting resulted in a strategic design. The information system of Multazam Vocational School in Gisting is based on Android as an effort to improve service quality. With good management of information systems at Multazam Vocational School in Gisting, it will make easier for all parties to interact. The school can provide information to prospective students to access information easily. All the information needed by the community can be easily obtained without having to come directly, and enough with a smartphone and online
ANALYSIS OF USER ACCEPTANCE OF THE MOBILE APPLICATION OF NATIONAL HEALTH INSURANCE USING THE UNIFIED THEORY OF ACCEPTANCE AND USE OF TECHNOLOGY (UTAUT) METHOD
No full textInformation and Communication Technology (ICT) plays an important role in the business world, not only as a tool to gain a competitive position but also to achieve time and cost efficiency. One application which is widely used by the public, especially in the health sector is JKN Mobile, which was developed by Social Security Agency of Health to get closer to its users in obtaining health information and health facilities. This study aims empirically to explain the factors which influence the acceptance of the Mobile application of National Health Insurance from the user's point of view. This research adapts the Unified Theory of Acceptance and Use of Technology (UTAUT) as a theoretical basis. Data collection used a survey and this effort succeeded in obtaining 177 valid responses. The survey data was then rigorously analyzed using the Structural Equation Model - Partial Least Square (SEM-PLS). The results of this study indicate that Performance Expectation (PE), Effort Expectation (EE) and Social Influence (SI) have a positive effect on User Behavior Intentions (BI) with t-test values of 4.231, 3.750 and 4.762 respectively. These three variables can convincingly explain the BI of 65.0% in using the application. Furthermore, the Facilitating Condition (FC) and BI variables contribute 67.5% to explain the factor variance in the use of the Mobile application of National Health Insurance with t-test values of 8,698 and 4,253 respectively BI to Used Behavior (UB) and FC to UB. Therefore, this research is theoretically contributed by validating the use of UTAUT in the deployment of ICT in the health sector
MODEL DEVELOPMENT IN DECISION MAKING ON VILLAGE APPARATUS PERFORMANCE MEASUREMENT AFTER WORKING FROM HOME USING WEIGHTED PRODUCT METHOD
No full textThese changes in the performance of course affect the effectiveness of public services and the performance of the village apparatus, starting from the service system of the apparatus, the productivity of the apparatus, and the accountability of the apparatus in carrying out government affairs delegated by the Regent. Given the pandemic situation which is gradually easing, the government has again changed the work system for personal public services while still adhering to health protocols. The return of the old model of public administration performance system certainly affects the productivity and accountability of the village apparatus. This research was conducted to measure the Performance of Village Apparatus in Kalirejo Village, Central Lampung using the Weighted Product Method which is a decision-making method using multiplication that connects the value of the criteria, where the value for each criterion must be raised to the power of the weight of the criteria concerned. The Weighted Product Method was chosen because it could complete every existing alternative. The function of the Weighted Product Method determines the weight value for each alternative and the assessment criteria which have been determined. There are seven criteria used in this study. Those criteria are Education, Productivity, Public Service, Quality of Human Resources, Accountability, Facilities, and Income per Per-capita. The results of this study are the development of a model which can be used as a benchmark for assessing village officials in Kalirejo village, Central Lampung as a trial object of research. This decision-making model can also be implemented with a mobile web application for a broader range of measurements with larger data.Â
USE OF TAM FOR EVALUATION OF INTERNSHIP INFORMATION SYSTEM
No full textThis study aims to evaluate the internship information system at a Vocational High School. To achieve this goal, it is necessary to perform statistical analysis and calculations on the influence of the relationship between each variable in the Technology Acceptance Model (TAM) with the addition of one external variable, namely self-efficacy variable. The approach used in this research is quantitative. The source of the data used is primary data, derived from the users of the internship information system through a questionnaire containing eighteen questions with five alternative answers using a Likert scale as a point determination. Respondents targeted in this study amounted to 202 respondents, but one other thing was constrained, only 180 respondents filled out the questionnaire. refers to the analysis obtained using WarpPLS, data obtained that: (1) the convenience factor has an influence on the benefits, in using the information system, (2) the use benefit factor has a real influence on the intensity and use of the information system, (3) the attitude of use has influence on the intensity of the use of information systems, (4) the intensity has an effect on the use of information systems in real or implementation. (5) self-efficacy has an influence on the ease of use of information systems
ANALYSIS OF USER SATISFACTION OF THE GOPAY FINTECH APPLICATION IN ADOLESCENTS IN DENPASAR USING IS SUCCESS MODEL
No full textThis study aims to analyze how much trust and satisfaction of adolescent Gopay Fintech users in Denpasar city by using the Delone & McLean IS Success Model. The data analysis method used is the SEM PLS method with the help of the Smart-PLS software version 3.0. This software is used to carry out testing starting from the validity and reliability test stages up to the overall data processing stage. The results of this study indicate that the accepted hypotheses. 1) The system quality variable has a positive and significant effect on trust, 2) the system quality variable has a positive and significant effect on user satisfaction, 3) the information quality variable has a positive and significant effect on trust, 4) the interface design quality variable has a positive and significant effect on trust, 5) the security variable has a positive and significant effect on trust, 6) the security variable has a positive and significant effect on user satisfaction, 7) the trust variable has a positive and significant effect on user satisfaction. Then there are two rejected hypotheses. 1) The information quality variable has a positive effect but does not have a significant relationship to user satisfaction, and 2) the interface design quality variable has a positive effect but does not have a significant relationship to user satisfactio
A QUALITATIVE ANALYSIS OF USER INTERFACE DESIGN ON A SHARIA FINTECHAPPLICATION BASED ON TECHNOLOGY ACCEPTANCE MODEL (TAM)
No full textThis research aims to discuss user interface design analysis on the use of Sharia applications based on the technology acceptance model and sharia principles. This research wants to illustrate the assessment results of the initial view and know-how easy to use in a Sharia fintech application, namely Sharia funds. This study interviewed ten respondents from young and old, both young and old, who had not used this application or who were already using it. This study uses a type of qualitative research with the Grounded Theory method to explain the phenomenon specifically. The results showed that the User Interface in Dana Syariah application, which is assessed in terms of Consistency, Personality, Layout, and control and affordances, could be said almost all views make it easy for users young and old. However, there are some drawbacks, perhaps due to less innovative colors. There are few constraints found for older and above average users who find it difficult to distinguish some of that application's particular functions. This research recommends Islamic fintech application providers to pay better attention to the user interface while inviting academics in Sharia economics to evaluate fintech applications' use to develop a faster Islamic economy
SENTIMENT ANALYSIS FOR EXTRACTING STUDENT OPINION DATA ON HIGHER EDUCATION SERVICES USING THE NAIVE BAYES CLASSIFIER AND SUPPORT VECTOR MACHINE METHODS (CASE STUDY AKPRIND INSTITUTE OF SCIENCE AND TECHNOLOGY YOGYAKARTA)
No full textOpinions are ideas, opinions, or the results of someone's subjective thoughts in explaining or addressing something. IST AKPRIND Yogyakarta provides comment and suggestion box facilities in the learning evaluation questionnaire. Opinions that have been collected can be used to determine the sentiment of the campus community. This sentiment information can be used in future campus development. The development of a system that can analyze sentiment automatically is designed by comparing the Naive Bayes Classifier (NBC) method and the support vector machine (SVM) optimized by selecting the Information Gain (IG) feature. Prior opinion data needs to be prepared before being analyzed. Preprocessing (text preprocessing) used includes: cleanning, text folding, normalization, stemming, stopword removal, convert negation, and tokenization. The results of this study show that the SVM method produces higher accuracy than NBC. The accuracy test shows the highest accuracy of SVM reaches 99.09% while NBC is 96.56%. The application of IG did not significantly affect the accuracy of the analysis. GI greatly influenced the analysis duration of the SVM method, which could shorten the time by 195.71%
BEHAVIORAL INTENTION AND USE BEHAVIOR ANALYSIS OF DANA FINTECH USERS USING THE UTAUT 2 METHOD
No full textDANA Fintech is currently used for non-cash transactions due to the convenience and practicality of transactions offered by service providers. However, it is currently unknown to what extent the success of the electronic wallet has been implemented and there are still problems such as loss of balance, failure to top up balances and the features of the DANA application which are still poorly understood. One of the determining factors for the success of a system which is implemented is from the side of user acceptance, behavioral intention (user interest) and use behavior (user behavior). This study aimed to determine what factors could influence the Behavioral Intention and Use Behavior of DANA Fintech Users towards private workers in the city of Denpasar. This research was conducted using a quantitative approach, distributing online questionnaires, and analyzing data processing using SPSS version 25 and SmartPLS 3.0 software. The results of the 12 (twelve) hypotheses proposed, 7 (seven) hypotheses were declared insignificant and rejected because the T-statistical value of the hypothesis was less than 1.96, while 5 (five) hypotheses were declared significant and accepted because the T-statistical value of the hypothesis is more than 1.96. The results of this study are expected to be one of the considerations in making decisions for electronic wallet service providers to be implemented more optimally