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Jurnal Ilmiah Multidisiplin Indonesia
Published by SEAN INSTITUTE
ISSN : -     EISSN : 28289463     DOI : -
Core Subject : Science, Agriculture, Engineering,
Agriculture, Biological Sciences & Forestry Computer Science & IT Earth & Planetary Sciences Engineering Physics
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) is a peer-reviewed journal regularly published by the SEAN Institute every three months. namely, several research publications to publish multi-disciplinary articles with general topics on engineering, science, agriculture, plantations, forestry and marine.
Arjuna Subject : Umum - Umum
Articles 204 Documents
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Fine-Tuning the Gemini 1.5 Flash Large Language Model for User Perception Classification in BSI Mobile Application Reviews Fidelis, Rio; Vicraj, Vicraj; Bangun, Dea Monica; Mayanti, Nur; Indra, Evta
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Multidisiplin Indonesia (JIM-ID), Mey 2025
Publisher : Sean Institute

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Abstract

he growing volume of user reviews on digital platforms such as the Google Play Store presents a major challenge in automatically understanding user perceptions, especially due to the unstructured, varied, and highly subjective nature of the text data. Manual analysis at this scale is inefficient and prone to bias. To address this issue, this study applies fine-tuning on the Large Language Model (LLM) Gemini 1.5 Flash to automatically classify user perceptions of the BSI Mobile application. Perceptions are categorized into three classes: Very Poor, Fair, and Excellent. A total of 120,000 reviews were collected via web scraping and processed through cleaning, normalization, automatic labeling using the IndoBERT model, and conversion into JSONL format for fine-tuning on the Google Cloud Vertex AI platform. Evaluation results show an accuracy of 63.41% for perception classification and 67.31% for sentiment classification, with F1-scores of 28.82% and 28.75%, respectively. The model demonstrated better accuracy in identifying positive perceptions, while neutral or ambiguous reviews remained a challenge. Consistency analysis between predicted perceptions and user ratings showed a match rate of 83.81%. This study demonstrates that the fine-tuned Gemini 1.5 Flash is an effective solution for text-based perception classification and holds strong potential for broader application in user opinion analytics systems.
Social Support and Technology Use Technology as a Predictor of Diabetes Mellitus Patient Medication Adherence Elfida, Elfida; Fathul Jannah; Eva Sulistiany; Afnina, Afnina; Yulina Astuti
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Multidisiplin Indonesia (JIM-ID), Mey 2025
Publisher : Sean Institute

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Abstract

Treatment adherence is a key factor in managing Type 2 Diabetes Mellitus . yet patient adherence remains low in various regions. including Langsa City. This study aimed to determine the extent to which social support and health technology use contribute to patient adherence to treatment. A quantitative approach with an analytic survey method was employed. A sample of 200 T2DM patients was obtained through area sampling from five sub-districts in Langsa City. Research instruments included a structured questionnaire based on the Social Support Questionnaire (SSQ). health technology use indicators. and a modified Morisky Medication Adherence Scale (MMAS-8). Data were analyzed using multiple linear regression. with classical assumption tests to validate the model. Results revealed that social support significantly influenced treatment adherence (40.3%). while technology use contributed 27.1%. These findings suggest that interventions integrating social and digital components could enhance patient adherence. In conclusion, social support and technology use are critical predictors of improved treatment adherence in diabetes patients. Strengthening family-based and technology-driven interventions in healthcare services is recommended
Development of Science-Based Science Modules to Improve Problem-Solving Skills in Grade V Students Kartika Ariesanti; Sukestiyarno, Sukestiyarno; Kristanti Ambar Puspitasari
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Multidisiplin Indonesia (JIM-ID), Mey 2025
Publisher : Sean Institute

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Abstract

Problems that occur in science learning in the Ngudi Cluster Rahayu is ability breakdown students science problems class V still low one of them Because lack of Complete teaching materials on the eye science lessons. Development science based module scientific is one of the efforts that can maximize ability breakdown problem And allow participant educate For develop independence learning. The purpose of study This is (1) to develop science based module scientific material Valid Water Cycle for student class V, (2) develop module Science based on scientific material Cycle Practical water, ( 3 ) analyzing effectiveness development science based module scientific material Water Cycle in increase ability breakdown problem For student class V.Type study is research and development ( Research and Development ) with steps from Borg And Gall, with ten step development. Source information are teachers and elementary school students in the Ngudi Cluster Grace Subdistrict Mranggen. Collection data with use observation, interview, And questionnaire. Analysis data study This use descriptive qualitative For evaluate validity and practicality module and t-test for test effectiveness module. Results study is 1) a science module based on scientific stated valid used in learning Science on student class V based on results validation media ( score 82%) And validation material ( score) 85%) 2) module Science based on scientific stated very practical used in learning Science for students class V based on response students ( score 86%) And teacher response ( score 80%) 3) science module based on scientific effective used in science learning for students class V for increase ability breakdown science problems based on limited test results with t count > t table (9.445 > 2.0244).
The Influence of Work Environment, Work Discipline and Compensation on Employee Performance at PT. Chakrawala Dinamika Semesta Fransiska M Sipayung; Habib Hakim; Andrian. N.P. Lumban Gaol; M.Tahir
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Multidisiplin Indonesia (JIM-ID), Mey 2025
Publisher : Sean Institute

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Abstract

This study was conducted at PT. Chakrawala Dinamika Semesta to be used as the object, because in the company there was a decline in employee performance. This study wants to observe whether the decline in Employee Performance is caused by the three independent variables that have been determined by the researcher. This study uses a quantitative method, with a population of 130 employees and 98 employees who will be the research sample using the Slovin formula and the data is managed through SPSS. To analyze the data, multiple linear analysis will be used, with a coefficient of determination through the f test and t test. This study produces (X1) t count < t table (0.502 < 1.661) and sig 0.616 > 0.05 means X1 does not provide a significant contribution to Y, (X2) t count > t table (3.994 > 1.661) and sig 0.001 < 0.05 means X2 provides a significant positive contribution to Y, (X3) t count > t table (2.978 > 1.661) and sig 0.004 < 0.05 means X3 provides a significant positive contribution to Y. The coefficient results obtained are 0.423, meaning each independent variable contributes to the possibility variable of 42.3% with a difference of 67.7% obtained from variables outside this study. And the conclusion obtained in this study is that each independent variable simultaneously contributes to the performance of PT. Chakrawala Dinamika Semesta employees.
Strategy of the Women's Empowerment and Child Protection Service and Population Control and Family Planning in Preventing Early Marriage in Murung Raya Regency, Central Kalimantan Province Lynda Kristiane; Hyronimus Rowa; Faria Ruhana
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Multidisiplin Indonesia (JIM-ID), Mey 2025
Publisher : Sean Institute

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Abstract

This research is motivated by the still less than optimal strategy for preventing early marriage carried out by the Women's Empowerment and Child Protection Service, as well as Population and Family Planning Control, Murung Raya Regency. The purpose of the study was to analyze and determine the Strategy of the Women's Empowerment and Child Protection Service, as well as Population and Family Planning Control in Preventing Early Child Marriage in Murung Raya Regency, Central Kalimantan Province. Then using a descriptive qualitative method. The data sources used are primary data and secondary data. Data collection techniques through observation, interviews and documentation. Data analysis methods with data reduction, data presentation and drawing conclusions. The results of this study indicate that the Strategy of the Women's Empowerment and Child Protection Service, as well as Population and Family Planning Control in preventing early child marriage in Murung Raya Regency, Central Kalimantan Province. In the core strategy indicator, it is still not optimally carried out by the Women's Empowerment and Child Protection Service, as well as Population and Family Planning Control, Murung Raya Regency, this is evidenced by the results of the study that the strategy carried out has not been consistent in reducing the number of early marriages. In the consequence strategy indicator, Customer Strategy and control strategy have been implemented quite well. In the cultural strategy indicator, it has been implemented quite well, proven by the results of the study that the Women's Empowerment and Child Protection Service and Population and Family Planning Control of Murung Raya Regency strives to provide good services and can educate the community. The inhibiting factors in preventing early marriage in Murung Raya Regency, Central Kalimantan Province are limited human resources and lack of budget allocation. Efforts made by the Women's Empowerment and Child Protection Service and Population and Family Planning Control in preventing early marriage in Murung Raya Regency, namely, increasing human resources and increasing budget allocation
The Role of Public Relations in Maintaining Airline Image Amidst Schedule Delay Issues Nova Gautami Putri
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Jurnal Ilmiah Multidisplin Indonesia (JIM-ID), June 2025
Publisher : Sean Institute

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Abstract

The term delay was first interpreted as a situation where the flight schedule is delayed to the point where the plane cannot depart or arrive at the scheduled time. The crisis of schedule delays that hit the airline industry is certainly a serious problem that must be resolved quickly and transparently, for that the airline appointed a public relations practitioner to resolve this situation so as not to cause losses to both parties. The purpose of this study is to determine the role of public relations in maintaining the image of the airline amidst the issue of schedule delays, then this research method uses qualitative studies to obtain results in the form of words or writings from people who have been observed, and the results of this study describe that, issues surrounding schedule delays have indeed been heard for a long time in the aviation world in any part of the world, the airline appointed a public relations practitioner to resolve this crisis by forming a team, compiling information, managing the media, and conveying it to the relevant parties. The role of public relations is required to work according to the norms of justice, convey information accurately and restore the name of the airline organization to be fragrant in the eyes of the public.
The Effect of Budget Participation and Budgetary Emphasis on Budgetary Slack with Information Asymmetry and Self Esteem as Moderating Variables in the Republic of Indonesia National Police Institution Silalahi, Vincentius Marliando; Harnovinsah, Harnovinsah; Mulyadi, JMV
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Jurnal Ilmiah Multidisplin Indonesia (JIM-ID), June 2025
Publisher : Sean Institute

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This study aims to examine the effect of budget participation and budget suppression on budgetary slack by considering information asymmetry and self-esteem as moderating variables. This research was conducted at the Indonesian National Police Institution. Data were collected through questionnaires distributed to respondents consisting of 100 police officers. The analysis method used is moderation regression using a statistical program. The results showed that budget participation has a significant negative effect on budgetary slack, while budget emphasis has a significant positive effect on budgetary slack. In addition, information asymmetry and self-esteem do not moderate the relationship between budgetary participation and budgetary slack, but self-esteem moderates the relationship between budgetary emphasis and budgetary slack. These findings imply the importance of involving police officers in the budget process and need to consider self-esteem factors in reducing budgetary slack.
Analysis of Potentially Inappropriate Medication (PIM) Risk Factors In Geriatric Hypertension Patients With Comorbids In Inpatients Based On Beer's® 2023 Criteria Hospital X Fitria Aptika; Ros Sumarny; Hesty Utami R; Mida P
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Jurnal Ilmiah Multidisplin Indonesia (JIM-ID), June 2025
Publisher : Sean Institute

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Abstract

Hypertension is still a health problem for the elderly. Polypharmacy, which is common in the elderly and cannot always be avoided, often poses a risk of poor outcomes and can increase the risk of Potentially Inappropriate Medication (PIM). The purpose of this study was to identify socio-demographic characteristics, use of drugs that meet the Beer's® 2023 criteria, the relationship between the number of drugs prescribed and the incidence of PIM, the relationship between the length of hospitalization and the incidence of PIM and what risk factors influence the incidence of PIM in geriatric patients with hypertension with comorbidities in hospitalization at Hospital X. The research method used a cross-sectional design with prospective data collection. The results showed that geriatric patients were more in the 65-69 year group by 55%, the most dominant gender was male by 38%, where all patients had various comorbidities which meant receiving ≥ 10 drugs with a maximum length of hospitalization ≥ 5 days. The relationship between the number of drugs and the incidence of PIM has a significant relationship with a value of (p<0.25) 0.197, which means that the number of drugs and the incidence of PIM has a significant correlation. The relationship between the length of hospitalization and the incidence of PIM has a significant relationship with a value of (p<0.25) 0.169, which means that the length of treatment affects the incidence of PIM. Risk factors that trigger the incidence of PIM are gender, number of drugs and length of hospitalization.
Experiences and Strategies of Self-Representation of Sunda Wiwitan Believers on Tiktok Social Media Cherry Kartika; RA. Loretta Kartikasari
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Jurnal Ilmiah Multidisplin Indonesia (JIM-ID), June 2025
Publisher : Sean Institute

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This research examines how Sunda Wiwitan believers represent their identity and spiritual values through TikTok. As a minority faith group, they utilize social media to expand their space for expression and build their existence in the digital space. This research uses a virtual ethnography approach, with observation of five TikTok accounts and in-depth interviews. This study found that Sunda Wiwitan believers utilize TikTok as a space for strategic and adaptive representations of identity and spirituality. The content they display reflects a combination of cultural expression, education, and identity protection through selective visibility strategies. Self-representation is not only seen in the form of visual content, but also in the way creators manage social interactions with audiences. TikTok, in this context, acts as both a medium and a social space where spiritual identity is negotiated amidst the challenges of the digital public sphere.
Analysis of Employee Competence, Service Quality, and Credit Procedures on Customer Satisfaction Through Customer Decisions to Choose Kredit Jatim Micro at Bank Jatim Malang Branch Lina Damayanti
Jurnal Ilmiah Multidisiplin Indonesia (JIM-ID) Vol. 4 No. 05 (2025): Jurnal Ilmiah Multidisplin Indonesia (JIM-ID), June 2025
Publisher : Sean Institute

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Abstract

This study aims to analyze the effect of employee competence, service quality, credit procedures, and customer decisions to choose credit products on customer satisfaction at Bank Jatim Malang Branch. The research employed a quantitative approach using multiple linear regression analysis. Data were collected through a survey using questionnaires distributed to 100 customers who had used the Kredit Jatim Micro product. Data analysis was conducted using F-tests to examine the simultaneous influence of the independent variables on the dependent variable, and t-tests to evaluate the partial effects of each variable. The results showed that employee competence, service quality, credit procedures, and customer decisions to choose credit simultaneously had a significant effect on customer satisfaction, with an F-value of 13.45 and a significance level of 0.000. Partially, employee competence and service quality had a more dominant influence on customer satisfaction compared to credit procedures and customer decision-making. Based on these findings, it is recommended that Bank Jatim Malang Branch continues to improve employee competence and service quality, as well as simplify credit procedures to enhance customer satisfaction and loyalty.

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