Analisis Sentimen Komentar Netizen di Twitter terhadap Keputusan Mahkamah Konstitusi pada Hasil Pemilihan Presiden 2024 Menggunakan Algoritma Naïve Bayes
(Via Laurenz, Fajar Ratnawati)
DOI : 10.55606/juisik.v5i2.1491
- Volume: 5,
Issue: 2,
Sitasi : 0 31-Jul-2025
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| Last.13-Aug-2025
Abstrak:
This research is focused on assessing the public opinion of netizens on Twitter regarding the Constitutional Court's decision on the results of the 2024 Presidential Election by utilizing the Naïve Bayes classification algorithm. Twitter is the main social media platform that many people use to voice their opinions, including on political issues. Through the Naïve Bayes classification method, public opinion is divided into two main sentiments: positive and negative. This research began with the collection of comment data through the scraping process, then continued with the pre-processing stages of data which included case folding, tokenizing, normalization, stopword removal, and stemming. The processed data is then manually labeled to form training data. The Naïve Bayes model was trained using the training data, then tested using test data to evaluate the performance of the classification model. The results of the evaluation showed that the model had an accuracy rate of 90%, with precision and recall values in the positive class of 83% each. These findings show that the Naïve Bayes algorithm can effectively classify netizens' sentiments against the Constitutional Court's ruling. In addition, the classification results also show that netizens' opinions tend to be divided, with a slightly higher proportion of negative sentiments compared to positive sentiments. This study also enriches the methods used in digital sentiment analysis, especially in understanding public responses to political issues that develop on social media. The results of this study are expected to be a reference in data-based decision-making on public opinion, especially in the realm of public policy, political communication, and digital information management. Going forward, similar research could be further developed with different algorithms or with a wider scope of data to get a more comprehensive picture.
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2025 |
Impact of Investment Decisions, Capital Structure, and Firm Size on Profitability and Sustainable Growth, Moderated by Financial Flexibility in Construction Firms
(Bela Septiana, Tri Ratnawati, Ida Ayu Sri Brahmayanti)
DOI : 10.70062/harmonymanagement.v2i2.254
- Volume: 2,
Issue: 2,
Sitasi : 0 13-Jun-2025
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| Last.06-Aug-2025
Abstrak:
This study aims to analyze the effect of investment decisions, capital structure, company size on profitability and Sustainable Growth, with profitability as a mediating variable and Financial Flexibility as a moderating variable. Data is obtained from secondary sources, namely audited financial reports from heavy construction and civil engineering subsector companies listed on the Indonesia Stock Exchange (IDX) for the 2019-2023 period. The analysis was carried out using Structural Equation Modeling based on Partial Least Squares (SEM-PLS). The results showed that investment decisions, capital structure, and company size have a significant effect on profitability. However, only company size has a significant effect on Sustainable Growth. Investment decisions and capital structure have no significant effect on Sustainable Growth. Profitability also has an insignificant effect on Sustainable Growth and does not mediate the relationship between variables. In addition, financial flexibility does not moderate the relationship between profitability and sustainable growth. This finding indicates that increased profitability is more influenced by investment strategy, capital structure, and firm scale, but does not necessarily translate directly into Sustainable Growth.
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2025 |
Effect of Macroeconomics, Capital, Governance on Earnings, Risk, Yield to Maturity, with Bond Rating Moderation in Banks
(Valdo Hana Primasatria, Tri Ratnawati, Ida Ayu Sri Brahmayanti)
DOI : 10.70062/harmonymanagement.v2i2.253
- Volume: 2,
Issue: 2,
Sitasi : 0 13-Jun-2025
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| Last.06-Aug-2025
Abstrak:
This study aims to analyze the influence of macroeconomic conditions, capital, and good corporate governance on earnings, financial risk, and yield to maturity bond, with bond rating acting as a moderating variable. The research focuses on banking companies listed on the Indonesian Stock Exchange (IDX). A Quantitative approach with a secondary data from Indonesian Stock Exchange (IDX) and Indonesian Bond Market Directory (IDMB) Purposive sampling method was applied, resulting in 102 active banking bond samples listed on the IDX during the 2020–2023 period. The hypotheses were tested using Structural Equation Modeling with Partial Least Squares (SEM-PLS). Out of 14 proposed hypotheses, 4 were supported with statistically significant results, while the remaining 10 were not. The results show that capital has a significant effect on financial risk, while earnings significantly influence both financial risk and bond yield to maturity. Overall, this study shows that internal factors like earnings and capital have a stronger impact on a company’s risk perception and debt cost than implementation good corporate governance and macroeconomic conditions. It also highlights the important role of bond ratings in reflecting a company’s reputation and credit quality in the banking bond market.
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2025 |
Rancang Bangun Sistem Penjualan pada Toko Sakinah Menggunakan Metode Design Sprint
(Ruhaya Hayuni, Fajar Ratnawati)
DOI : 10.55606/jutiti.v5i1.5197
- Volume: 5,
Issue: 1,
Sitasi : 0 05-Jun-2025
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| Last.13-Aug-2025
Abstrak:
With technological advancements, digitalization in business has become a crucial factor in enhancing sales effectiveness, especially for micro, small, and medium enterprises (MSMEs). Toko Sakinah, which has been operating for nearly 35 years in Bengkalis, still relies on conventional sales methods, such as WhatsApp transactions or direct store visits. This approach limits market reach and operational efficiency. Therefore, this study aims to design and develop a web-based digital sales system using the Design Sprint method to improve sales effectiveness at Toko Sakinah.The Design Sprint method is applied to develop the system quickly and systematically, focusing on understanding user needs, prototyping, and testing solutions before full implementation. The result of this research is a sales website that facilitates online product ordering, sales reporting, and interaction between buyers and store owners. This website is expected to expand market reach, enhance sales efficiency, and serve as a development model that can be replicated by other MSMEs.
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2025 |
The Influence of Human Resources Competence, Internal Control and Supervision on the Quality of Regional Financial Reports with Fraud Control Plans as Moderating Variables
(Evi Ratnawati Setyaningsih, Saring Suhendro, Liza Alvia)
DOI : 10.70062/harmonymanagement.v2i2.238
- Volume: 2,
Issue: 2,
Sitasi : 0 03-Jun-2025
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| Last.06-Aug-2025
Abstrak:
This research uses the Fraud Control Plan (FCP) as a moderating variable to explore how human resource competency, internal control systems, and internal supervision affect regional government financial reporting. Due to financial reporting transparency and accountability issues, public sector corruption remains rampant, prompting the study. A quantitative approach was used using moderated regression analysis. Lampung Province's Regional Financial and Asset Management Agency (BPKAD) accounting and reporting workers received questionnaires to gather data. The results show that human resource competency, internal control mechanisms, and internal supervision improve financial reporting. The Fraud Control Plan strongly moderates the correlations between human resource competency, internal supervision, and financial reporting quality, but not the internal control system. These findings imply that improving human resource competences, internal supervision, and fraud control may significantly enhance regional government financial reporting openness and accountability.
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2025 |
Kegiatan Pengabdian Masyarakat dalam Rangka Skrining Kadar Vitamin D Sebagai Penyebab Insomnia pada Geriatri
(Anastasia Ratnawati Biromo, Alexander Halim Santoso, Edwin Destra, Farell Christian Gunaid, Farhan Pratomo, Valentino Gilbert Lumintang)
DOI : 10.61132/bumi.v3i1.488
- Volume: 3,
Issue: 1,
Sitasi : 0 18-Nov-2024
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| Last.06-Aug-2025
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Vitamin D is an essential steroid hormone that plays a role in calcium and phosphorus regulation and has the potential to affect sleep quality. Vitamin D deficiency in the elderly often occurs due to minimal exposure to sunlight and age-related physiological changes, which contribute to the high incidence of sleep disorders, including insomnia. This community service activity aims to screen vitamin D levels in the elderly as a cause of insomnia through the Plan-Do-Check-Act (PDCA) approach. The activity was carried out at Panti Bina Bhakti, South Tangerang, involving 93 elderly participants aged > 65 years. The results showed that the average vitamin D levels among the age groups 61-70 years, 71-80 years, 81-90 years, and 91-100 years were 7.6 mg/dl, 7.2 mg/dl, 7.6 mg/dl, and 13.9 mg/dl, respectively. Interventions through vitamin D supplementation, sunlight exposure, and education in the form of sleep hygiene are effective in improving the health and sleep quality of the elderly.
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2024 |
Analysis of Workload and Work Environment on Reducing Medication Errors with the Use of Technology as an Intervening Variable in Inpatient Pharmacy Depots Bogor City Regional Hospital
(Pitri Sukmaning Rahayu, Ratnawati Prayogi, Jones Zenas Rante, Rudianto Rudianto)
DOI : 10.61132/epaperbisnis.v1i4.150
- Volume: 1,
Issue: 4,
Sitasi : 0 16-Nov-2024
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| Last.07-Aug-2025
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This study aims to analyze the impact of workload and work environment on reducing medication error through the use of technology as an intervening variable in the Inpatient Pharmacy Depot of RSUD Kota Bogor. Medication error refers to errors in the medication process that can endanger patients, and this research examines how workload, work environment, and technology influence such errors. The research method employed is quantitative, using a survey approach with questionnaires distributed to 30 pharmaceutical staff at the Inpatient Pharmacy Depot of RSUD Kota Bogor. Data analysis was conducted using the Partial Least Square (PLS) method. The results show that workload has a significant effect on medication error. The higher the workload, the greater the risk of medication errors. However, workload does not have a significant impact on the use of technology. On the other hand, the work environment does not significantly affect medication error, but it does have a significant influence on the use of technology. Technology, in turn, does not significantly reduce medication error and does not mediate the relationship between workload or work environment and medication error.Based on these findings, it is recommended that the management of RSUD Kota Bogor improves workload management and optimizes the use of technology by providing better training to pharmaceutical staff. Additionally, efforts should be made to enhance the work environment to better support the implementation of technology in reducing medication errors and improving patient safety.
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2024 |
Hubungan kemampuan manajemen konflik dan kecerdasan emosi terhadap kepuasan pernikahan
(Deni Ratnawati, Novita Yuni Rahmawati)
DOI : 10.26623/jdsb.v26i1.9785
- Volume: 26,
Issue: 1,
Sitasi : 0 06-Sep-2024
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| Last.09-Jul-2025
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Konflik pernikahan adalah alasan utama perceraian di Indonesia. Managemen konflik dan kecerdasan emosi diperlukan untuk menjaga stabilitas dan kualitas perkawinan. Penelitian ini bertujuan untuk menguji hipotesis hubungan antara komponen manajemen konflik dan kecerdasan emosional terhadap kepuasan pernikahan menggunakan metode kuantitatif dengan teknik korelasional. Hasil analisis data menunjukkan bahwa Kemampuan Manajemen Konflik dan Kecerdasan Emosi memiliki pengaruh yang signifikan terhadap Kepuasan Pernikahan. Koefisien regresi positif untuk kedua variabel independen menunjukkan bahwa peningkatan dalam Kemampuan Manajemen Konflik dan Kecerdasan Emosi berhubungan dengan peningkatan yang signifikan dalam Kepuasan Pernikahan. Nilai t-statistic yang tinggi (yaitu, 4.978 untuk Kemampuan Managemen Konflik dan 5.324 untuk Kecerdasan Emosi) dan nilai signifikansi (Sig. 0.000 < 0.05) mengindikasikan bahwa hasil ini tidak mungkin terjadi secara kebetulan, kedua variabel independen memainkan peran penting dalam memprediksi Kepuasan Pernikahan.
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2024 |
Aplikasi Marketplace Penyewaan Mobil Berbasis Website menggunakan Metode Rapid Application Development
(Arfando Saputra, Fajar Ratnawati, Elvi Rahmi)
DOI : 10.62951/repeater.v2i4.205
- Volume: 2,
Issue: 4,
Sitasi : 0 29-Aug-2024
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| Last.27-Jul-2025
Abstrak:
Marketplace system is a means of meeting sellers and buyers online, in this case service providers and car renters. With this information system, renters no longer need to bother looking for the required car that matches the criteria, and service providers are also easier in marketing and expanding their marketing reach. This system was built using the RAD (Rapid Application Development) method of development which allows customers to place orders, select vehicles, eliminating complexity in the traditional process involving visits to rentals. In car rental services there are several problems that need to be resolved. First, there is no web-based information system service that makes it easy for customers to access car rental service company information. Second, conventional services are still fairly slow. Currently, reservations are made in two ways, namely coming to the place or contacting the telephone number on Whatsapp so that prospective tenants have to wait for a response from the rental provider to get information about prices and available cars. Therefore, a car rental information system is needed that specifically serves fleet rental with online booking to display transaction information in the form of car rental and return on the system dashboard to support strategic purposes. This research focuses on building a car rental information system using the PHP programming language with the CodeIgniter framework.
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2024 |
Implementasi Metode Mccall Pada Pengujian Kualitas Website Diskominfotik Kabupaten Bengkalis
(Nurul Aini, Fajar Ratnawati)
DOI : 10.62951/repeater.v2i4.203
- Volume: 2,
Issue: 4,
Sitasi : 0 29-Aug-2024
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| Last.06-Aug-2025
Abstrak:
The Communication, Informatics, and Statistics Agency (DISKOMINFOTIK) of Bengkalis is a government institution focused on information and statistics. One of the media used for information dissemination is the DISKOMINFOTIK Bengkalis website. The website of the Communication, Informatics, and Statistics Agency of Bengkalis District offers several information options such as the agency profile, work units, public information, agendas, announcements, contact details of DISKOMINFOTIK Bengkalis, as well as news published by DISKOMINFOTIK Bengkalis. Therefore, the DISKOMINFOTIK Bengkalis website is considered a significant medium for both the agency itself and the public. Hence, software quality becomes an important consideration as it directly affects the website's performance. For this reason, testing needs to be conducted on the DISKOMINFOTIK Bengkalis website. This research addresses 11 factors in McCall, namely Correctness, Reliability, Usability, Integrity, Efficiency, Reusability, Portability, Interoperability, Maintainability, Flexibility, and Testability. Testing is done in two ways: with testing tools and with questionnaires submitted to users and system developers. The results of testing conducted with questionnaires yield quality scores of Correctness 77,66%, Reliability 77,8%, Efficiency 79,01%, Integrity 77,31%, Usability 77,67%, Portability 77,31%, Maintainability 90%, Testability 90%, Flexibility 93,3%, Reusability 95%, Interoperability 90%, so the average quality is 84%.
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2024 |