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HENGKI TAMANDO SIHOTANG
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Jurnal Mantik
Published by Institute of Computer Science
ISSN : -     EISSN : 26854236     DOI : -
Core Subject : Economy, Science, Education,
Computer Science & IT Economics, Econometrics & Finance Languange, Linguistic, Communication & Media
Jurnal Mantik (Manajemen, Teknologi Informatika dan Komunikasi) is a scientific journal in information systems/informati containing the scientific literature on studies of pure and applied research in information systems/information technology,Comptuer Science and management science and public review of the development of theory, method and applied sciences related to the subject. Jurnal Mantik Penusa is published by Institute of Computer Science (IOCS). Editors invite researchers, practitioners, and students to write scientific developments in fields related to information systems/information technology,Comptuer Science and management science). Jurnal Mantik is issued 4 (FOUR) times a year.
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Articles 2,110 Documents
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The influence of financial knowledge, financial attitude, personality, and locus of control on financial management behavior Setiabudhi, Hatta; Suwono, Suwono; Latif, Elok Ainur; Yusti, Dwi Julmulmiwah
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6013

Abstract

Basically, the financial management behavior of MSMEs in Kroya Market is influenced by various factors such as financial knowledge, financial attitudes, personality, and locus of control. Based on this, the purpose of this study is to determine the effect of financial knowledge, financial attitudes, personality, and locus of control on financial management behavior of MSMEs in Kroya Market. This study uses a quantitative method. The target population of this study consists of MSMEs in Kroya Market. This study involved 78 respondents. This study used multiple regression analysis techniques. Data were collected by distributing questionnaires to MSME traders in Kroya Market and processed using SPSS 25 for Windows. Based on the results of the study obtained, financial knowledge, financial attitudes, personality, and locus of control have a significant effect on financial management behavior. The determinant test of the independent variables showed an influence of 41.5% on the dependent variable
The influence of entrepreneurial thinking on the sustainability of small and medium enterprises in Sukabumi: the moderating role of social media Gunawan, Ce; Febriyanti, Intan Rike
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6015

Abstract

Small and Medium Enterprises (SMEs) play a crucial role in supporting and boosting economic growth in Indonesia.  In recent years, SMEs have been acknowledged as key drivers of job creation in both developing and developed nations.  This research plays a vital role in understanding entrepreneurial thinking to support the growth of SMEs. The purpose of this study is to examine the influence of entrepreneurial thinking on the small and medium enterprises sustainability and to analyze the moderating role of social media. This research employs quantitative methods. The measurement and structural models were evaluated using Partial Least Squares Structural Equation Modeling (PLS-SEM) with the SmartPLS v.4.0 application to test the hypotheses based on data from a total of 379 respondents. The study found that entrepreneurial intuition, entrepreneurial alertness, and entrepreneurial turn have significantly effect on business sustainability. Social media moderate the effects of entrepreneurial intuition, entrepreneurial alertness, and entrepreneurial turn significantly effect on business sustainability. Entrepreneurial thinking enables the generation of new ideas and the implementation of innovative actions within small and medium businesses (SMEs). This mindset helps maintain and enhance the competitive position of businesses, creating a sustainable advantage in a challenging environment. Given the economic difficulties faced by Indonesia, the sustainability of SMEs is crucial to overcoming these challenges. Achieving this sustainability requires SMEs to first adopt and internalize entrepreneurial thinking processes
Integrasi CNN-Bi-LSTM dengan Attention Mechanism for rupiah exchange rate prediction Mushliha, Mushliha
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Exchange rates are a crucial indicator of a nation's economic stability. Fluctuations in exchange rates can influence investment decisions, international trade, and monetary policies. The prediction of foreign exchange rates against the Indonesian Rupiah holds significant importance in financial analysis and decision-making. Exchange rates are a crucial indicator of a nation's economic stability, influencing investment decisions, international trade, and monetary policies. However, accurately predicting foreign exchange rates remains a challenging problem due to the highly. This research aims to enhance prediction accuracy by proposing a CNN Bi-LSTM model with the addition of an Attention Mechanism (CNN Bi-LSTM AM). Historical exchange rate data were normalized and divided into training, testing, and validation sets. The CNN model extracts local features, BiLSTM captures bidirectional temporal patterns, and the Attention Mechanism highlights critical features to improve data processing efficiency. The evaluation was conducted using Mean Absolute Percentage Error (MAPE) and Root Mean Square Error (RMSE) metrics. The results show that CNN Bi-LSTM AM outperformed BiLSTM and CNN Bi-LSTM, achieving MAPE values of 0.7795%, 0.3877%, 0.4062%, 0.7646%, 0.4267%, and RMSE values of 0.1953, 0.2199, 0.2069, 0.1758, 0.3250 for USD, Pounds, EURO, Yen, and Franc, respectively. The addition of the Attention Mechanism significantly contributed to improved accuracy, distinguishing this model from previous research. This study supports the relevance of innovation in hybrid architectures and Attention Mechanisms for financial time series predictions
Pattern recognition of 5G device serial number using K-Nearest Neighbors (K-NN) machine learning algorithm Sitorus, Zulham; Antoni, Robin; Limbong, Yohannes France; Sitompul, Jelly Rolley; Br Tarigan, Sella Monika
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6079

Abstract

5G networks are the latest generation of mobile communications technology that offer significant improvements in speed, capacity, and connectivity. However, along with the benefits it brings, it also brings a new set of challenges in the form of security breaches. Many 5G devices have been lost on-site. These devices are ABIA, AMIA, ASIB. Each of these devices has a serial number as identification data for each device. The rise of theft cases is due to the existence of collectors who are able to buy expensive stolen 5G devices for resale. So, the research will make the introduction of 5G device serial numbers using the Machine Learning (ML) with K-Nearest Neighbors (K-NN) algorithm. This pattern recognition is success to be done then become a guidance to recognizing stolen 5G devices. Next, this device cannot be used (deactivated) and be sold by system. This can break the demand and supply chain for stolen 5G devices. Based on the testing, there are 6 mismatches of 20 data testing or 70% data match
Analysis of the influence of brand performance, perceived quality, and brand experience on brand loyalty with brand satisfaction as an intervening variable at Fore Coffee in Solo Raya Aprilia, Natasya Eka; Moechammad Nasir
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6085

Abstract

This study examines the influence of Brand Performance, Perceived Quality, and Brand Experience on Brand Loyalty, with Brand Satisfaction acting as an intervening variable at Fore Coffee in the Solo Raya region. A quantitative approach was used, collecting primary data from 200 respondents via purposive sampling, focusing on customers from Klaten, Sukoharjo, and Surakarta. Data was collected using Likert-scale questionnaires, addressing variables such as brand performance, perceived quality, and customer experiences. Partial Least Square (PLS) analysis via SmartPLS v4.0 was conducted to assess the relationships between the variables. The results indicate that Brand Performance, Perceived Quality, and Brand Experience positively affect Brand Satisfaction, while Brand Satisfaction influences Brand Loyalty. However, Brand Performance and Perceived Quality do not directly influence Brand Loyalty. Brand Satisfaction mediates the relationship between these factors and Brand Loyalty. The study's limitations include a small sample size and time constraints, and future research should expand the sample size. Recommendations for Fore Coffee include focusing on enhancing product quality, customer service, and creating positive experiences to strengthen customer loyalty
The impact of innovation, external financing, and business networks on msme growth Dwi Ayuningrum, Ananda Puput; Ariani, Kurnia Rina
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6086

Abstract

This study analyzes the influence of innovation, External Financing and business networks on the growth of Micro, Small and Medium Enterprises (MSMEs) in Sukoharjo Regency, Central Java. The research method used is quantitative with data collection techniques through questionnaires distributed to 101 respondents selected using the purposive sampling method. The results of the study indicate that innovation, External Financing, and business networks simultaneously and partially have a significant effect on MSME growth. The business network factor has the greatest influence, followed by innovation and External Financing. These findings underline the importance of collaboration, access to financing, and innovation in encouraging the sustainability and competitiveness of MSMEs
The impact of ESG disclosure and green mining on firm value: evidence from Indonesia Budi Suharto, Raden Setya; Sanga, Marianus Hendrilensio; Situmorang, Resvina; Handa, Resky Pramudita
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This study examines the impact of Environmental, Social, and Governance (ESG) disclosures and the adoption of green mining practices on the value of mining companies in Indonesia. Using a quantitative research method, we analyze panel data from 20 mining companies listed on the Indonesia Stock Exchange (IDX) over the period from 2020 to 2022. The study estimates the relationships between ESG, green mining, and firm value through panel data regression, applying a fixed effects approach. The results show that neither ESG disclosures nor green mining significantly affects firm value, as measured by Tobin's Q. In contrast, firm size negatively impacts value, while ROA has a positive influence. These findings suggest that investors tend to prioritize traditional financial indicators over sustainability factors when evaluating mining companies. The theoretical implications of this study highlight that, although ESG and green mining are conceptually important, their current levels of implementation are insufficient to meaningfully affect market valuations. Practically, mining companies need to improve the transparency and effectiveness of their ESG reporting and strengthen their sustainability strategies to create additional value for investors and other stakeholders
The influence of social influence, habit, and price value on use behavior of streaming applications among gen z using the utaut2 model Kusumaningtias, Evita Nurliana; i Lestari, Wuryaningsih Dw
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6111

Abstract

This research, titled "The Influence of Social Influence, Habit, and Price Value on Use Behavior in Streaming Applications Among Gen Z Using the UTAUT2 Model (Case Study of Netflix, Viu, Disney)," employs a quantitative approach based on positivist philosophy, aiming to test hypotheses through statistical analysis. The study investigates the relationships between variables such as social influence, habit, and price value, and their impact on user behavior in streaming apps, specifically focusing on platforms like Netflix, Viu, and Disney. The Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) model is used to analyze factors influencing technology adoption by incorporating constructs such as habit, price value, and social influence. Using purposive sampling, data was collected from 100 students, specifically those from the Management Program at the School of Economics and Business involved in the ornamental plant and fruit seedling business. The dependent variable, use behavior, measures app engagement, while independent variables include social influence, habit, and price value. Behavioral intention, the mediating variable, reflects commitment influenced by attitudes and social norms. Data was collected using closed-ended questionnaires with Likert scale items, and Structural Equation Modeling (SEM) was applied for analysis. The findings revealed that social influence had a positive but insubstantial impact on behavioral intention, while habit and price value had substantial positive effects. Behavioral intention positively influenced use behavior, while habit and price value also positively affected use behavior. Social influence and habit had no substantial impact on use behavior via behavioral intention, and price value had an insubstantial effect
Analysis of the influence of work solidarity and teamwork on employee performance satisfaction in regional public drinking water companies Mutiafani, Yessabilla Aning; Hakim, Lukman
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6115

Abstract

This study explores the impact of work cohesion and team collaboration on employee performance satisfaction at PDAM Tirta Makmur Sukoharjo. Utilizing a quantitative approach with an associative research design, the study examines the relationship between work cohesion, team collaboration, and employee performance satisfaction. Data was collected through a questionnaire, with responses measured using a Likert scale. The sampling technique employed was probability sampling, incorporating both random and purposive sampling methods. Data analysis was conducted using SmartPLS 3.0 software and multiple regression methods, with validity and reliability tests applied. The findings indicate that both work cohesion and team collaboration have a positive effect on employee performance satisfaction, with team collaboration exerting a more dominant influence. These results highlight the crucial role of a collaborative work environment in enhancing employee performance satisfaction. The study's limitations include its focus on a single company and a relatively small sample size. Future research is recommended to expand the scope and incorporate additional variables for a more in-depth understanding
Factors influencing career interest in becoming a public accountant Afiifah, Vicka Juan; Putri, Eskasari
Jurnal Mantik Vol. 8 No. 4 (2025): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i4.6122

Abstract

This study investigates the factors influencing students' interest in pursuing a career as a public accountant, focusing on financial rewards, labor market considerations, social values, professional training, and professional recognition. A quantitative approach is utilized, with a sample of 91 accounting students from the 2021 and 2022 cohorts at Universitas Muhammadiyah Surakarta, selected through purposive sampling. Data collection is conducted via online questionnaires using a five-point Likert scale. The analysis includes descriptive statistics, validity and reliability tests, and classical assumption tests to ensure unbiased results. Hypothesis testing employs multiple regression analysis, with t-tests examining individual variable effects, F-tests assessing overall model significance, and R² determining explanatory power. Findings reveal that financial rewards, social values, professional training, and professional recognition significantly influence career interest in public accounting, while labor market considerations do not. The study's limitations include a restricted sample, which may limit generalizability, and the exclusion of other potential influencing factors. Future research should consider additional variables, such as gender, workplace environment, and family background, while also expanding the sample to encompass students from multiple universities for broader applicability.

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