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Nusantara Hasana Journal
Published by Yayasan Nusantara Hasana Berdikari
ISSN : -     EISSN : 27981428     DOI : 10.59003
Core Subject : Economy, Humanities, Health, Education, Agriculture,
Agriculture, Biological Sciences & Forestry Humanities Economics, Econometrics & Finance Education Nursing
Nusantara Hasana Journal published a scientific paper original articles of research and community engangement and review of the literature in: Biology, Tourism & Hospitality, Pharmacy, Chemistry, Physics, Mathematics, Education, Medicine , Medical and Health Science, Engineering & Technology, Agriculture, Environmental Science, Animal Science, Animal Husbandary, Veterinary, Forestry, Oceanography, Geography, Earth Sciences, Fisheries Science, Nursing, Law / Criminology, Social Science, Economics, Management, Advertising, Accounting & Finance, Commerce, Art, Library Science, Entrepreneurship, Computer Application, Corporate Governance, Business, Psychology, Sustainable Development, Religious Studies, and other related areas.
Arjuna Subject : Umum - Umum
Articles 1,636 Documents
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PERBANDINGAN KINERJA SUPPORT VECTOR MACHINE DAN LONG SHORT-TERM MEMORY DALAM DETEKSI CYBERBULLYING Muhammad Aditya Yudhistira; Rizki Yusliana Bakti; Muhammad Faisal
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2300

Abstract

The increasingly massive phenomenon of bullying spreading on social media drives the urgency of applying computational approaches to detect cyberbullying quickly and accurately. This study aims to compare the effectiveness of the Support Vector Machine (SVM) algorithm based on TF-IDF against the Long Short-Term Memory (LSTM) architecture based on Word Embedding in classifying bullying texts. The experiment was conducted utilizing a dataset of 6,520 Indonesian comments extracted from the social media platform X (Twitter). The entire data was then divided into 80% training data and 20% testing data. Performance measurements proved that the SVM model dominated the overall prediction accuracy, achieving an Accuracy of 0.8352 (83%), Precision of 0.8356 (83%), and F1-Score of 0.8363 (83%). Conversely, the LSTM model demonstrated superiority in the sensitivity of positive class identification, scoring a Recall of 0.8552 (85%) and ROC-AUC of 0.9088 (90%). In terms of computational efficiency, the SVM model proved to be far more resource-efficient, requiring only 42.90 seconds of training time and 74.87 MB of memory, in contrast to the LSTM which consumed up to 106.67 seconds and 126.80 MB of memory. This research concludes that SVM is the most optimal method overall because it is able to balance high detection accuracy with excellent operational load efficiency.
EVALUASI RASIONALITAS PENGGUNAAN OBAT ANTI-INFLAMASI NON-STEROID (OAINS) PADA PASIEN RAWAT JALAN DI PUSKESMAS SIWULUH KABUPATEN BREBES Alya Nisrina Zulfa; Endang Setyowati; Ulviani Yulia Husna
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2306

Abstract

Background: Non-Steroidal Anti-Inflammatory Drugs (NSAIDs) are among the most frequently prescribed medications for managing pain and inflammation. Uncontrolled NSAID use poses a risk of serious health issues, particularly in elderly patients with comorbidities. The Siwuluh Community Health Center (Puskesmas) in Brebes Regency serves a significant elderly population with musculoskeletal complaints who frequently use NSAID therapy. This study aimed to evaluate the rationality of NSAID use, specifically regarding the appropriateness of indications, patient selection, drug choice, dosage, and monitoring for side effects. Methods: This was a non-experimental, descriptive study utilizing a retrospective quantitative approach. Data were collected from the outpatient medical records at the Siwuluh Community Health Center, Brebes Regency, for the year 2025. A purposive sampling technique was employed to select 110 respondents who met the inclusion criteria (aged 60–74 years, female, and having comorbidities). Rationality was evaluated by comparing prescription and medical record data against the 2023 guidelines issued by the Indonesian Ministry of Health. Data were analyzed using univariate analysis, specifically frequency distribution and percentages. Results: Respondent characteristics showed that 100% were female, with the largest age group being 60–64 years (53.6%). Hyperuricemia was the most prevalent comorbidity (54.5%). Mefenamic acid 500 mg was the most frequently prescribed NSAID (40.0%). The rationality evaluation revealed the following rates of appropriateness: indication (100.0%), patient selection (89.1%), drug choice (85.5%), and dosage (85.5%). Regarding side effect monitoring, 91.8% of cases required clinical attention due to the absence of gastroprotective agents. The analysis of irrationality revealed a 10.9% rate of contraindications and a 14.5% rate of dual NSAID combinations.
PERAN PEGIAT LITERASI DALAM MENINGKATKAN LITERASI LINGKUNGAN DI KELURAHAN LEGOK KOTA JAMBI Salsabila Raudha; Athiatul Haqqi; Nailul Husna
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2309

Abstract

This study discusses the role of literacy activists in improving environmental literacy among the community in Legok Village, Jambi City. The background of this research is based on the low level of community literacy, which impacts the lack of awareness regarding environmental issues. The purpose of this study is to identify the roles of literacy activists, examine the strategies they employ, and analyze the supporting and inhibiting factors in their implementation. This research uses a qualitative approach with a descriptive method. Data collection techniques include observation, in-depth interviews, and documentation. Data analysis is carried out through data reduction, data display, and conclusion drawing. The results show that literacy activists play several important roles: as role models encouraging gradual behavioral changes; as motivators building community awareness through psychological and social processes; as inspirers introducing innovative ideas and relevant programs tailored to community needs; as catalysts connecting various social and governmental elements; and as influencers shaping opinions, behaviors, and creating real changes within the community. The strategies implemented include social approaches by providing real examples, educational strategies by offering direct experiences, innovative empowerment strategies through various programs, and communication strategies based on collaboration with multiple stakeholders. However, several challenges remain, such as limited resources, low initial community awareness, and socio-economic conditions affecting participation.
PENGARUH STATUS SOSIAL, JUMLAH FITUR DAN GAYA HIDUP TERHADAP KEPUTUSAN PEMBELIAN IPHONE PADA GENERASI Z Nadiah Khusnul Khotimah; Nurfitri Martaliah; Muhammad Ismail
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2310

Abstract

The rapid development of communication technology has led to changes in individual consumption patterns in the modern era. Smartphone purchasing decisions are no longer solely driven by functional needs but are also influenced by the desire for quality, prestige, and adaptability to a modern lifestyle. The purpose of this study was to determine the partial and simultaneous influence of social status, number of features, and lifestyle on iPhone purchasing decisions among Generation Z in Jambi City. The research method used was quantitative, with SEM analysis as the data analysis technique, assisted by SmartPLS. The population in this study was 149,743 respondents. The sample size was determined using the Slovin formula. Therefore, the sample size was 398 respondents, and this study was conducted among Generation Z in Jambi City. The results of the F-test indicate that the purchasing decision variable can be influenced simultaneously by social status (X1), number of features (X2), and lifestyle (X3). Partially, social status did not significantly influence iPhone purchasing decisions. The number of features significantly influenced iPhone purchasing decisions. Lifestyle significantly influenced iPhone purchasing decisions.
DAMPAK PROMOSI INSTAGRAM TERHADAP MINAT KUNJUNG MASYARAKAT DI DINAS KEARSIPAN DAN PERPUSTAKAAN KOTA JAMBI Aliyah B; Syamsuddin Syamsuddin; Rory Ramayanti
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2311

Abstract

This research is motivated by the importance of instagram promotion in increasing public visit interest to libraries, particularly at the Archives and Library Service of Jambi City. The use of instagram as a promotional tool is expected to attract public attention and encourage increased visits. This research uses a quantitative approach. The population in this study were visitors to the Archives and Library Service of Jambi City, with the sampling technique using the accidental sampling method, with a total of 398 respondents. Data collection techniques were carried out by distributing questionnaires. The data obtained were then analyzed using the Pearson correlation test, simple linear regression, and significance test (t-test) with the help of the SPSS program. The results of the study indicate a strong relationship between social media promotion and public interest in visiting, with a correlation coefficient of 0.691. Furthermore, the regression analysis results indicated a positive effect with a regression coefficient of 0.660. The t-test showed a significance value of 0.000 <0.05, thus was rejected and  was accepted. The coefficient of determination of 0.478 indicates that instagram promotion contributed 47,8% to public interest in visiting, with the remaining 52,2% influenced by factors outside the study. In conclusion, instagram promotion has a significant and positive effect on public interest in visiting. It is recommended that libraries improve the quality and innovation of promotional content, and that future researchers add relevant variables.
PENGEMBANGAN LITERATUR UNTUK NARAPIDANA DI PERPUSTAKAAN LEMBAGA PEMASYARAKATAN KELAS IIA JAMBI Tirtanakita Bening Wiritanaya; Rory Ramayanti; Fridinanti Yusufhin
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2312

Abstract

This study examines literature development for inmates at the Library of Class IIA Jambi Correctional Institution. The study was motivated by the importance of literature development in supporting inmate rehabilitation, education, and self-development, while the implementation of literature development in the library continues to face various limitations. The objectives of this study were to analyze literature development, identify the types of literature available, and examine the challenges and efforts related to literature development at the Library of Class IIA Jambi Correctional Institution. This study employed a descriptive qualitative approach. Data were collected through observation, interviews, and documentation, while data analysis consisted of data reduction, data presentation, and conclusion drawing. The findings indicate that literature development at the Library of Class IIA Jambi Correctional Institution has not yet been implemented systematically. The process of literature development still depends largely on grants, external assistance, and cooperation with external institutions. Based on the five indicators of collection development, namely collection selection, collection acquisition, collection organization, collection evaluation, and collection accessibility, their implementation has not fully aligned with the concept of library collection development. This study also identified a distinctive characteristic in the form of dependence on external collection sources in the literature development process. The available literature includes religious literature, educational and knowledge literature, recreational literature, which support spiritual development, knowledge enhancement, skills development, and the recreational and motivational needs of inmates. The challenges identified include limited funding, limited variety and quantity of collections, as well as limitations in library management systems and facilities. To address these challenges, the library has established cooperation with various institutions, accepted collection grants, and utilized mobile library services and interlibrary loan services.
EVALUASI PELATIHAN KESIAPSIAGAAN KESEHATAN IBU DAN ANAK BAGI KADER POSYANDU DAN BIDAN PADA SITUASI BENCANA DI KABUPATEN PADANG PARIAMAN Dessy Abdullah; Rinita Amelia; Ira Suryanis; Yudha Endra Pratama
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2320

Abstract

Pregnant women, postpartum women, infants, and toddlers are among the vulnerable groups that face increased health risks during disasters. Posyandu volunteers and midwives play a strategic role in maintaining the continuity of maternal and child health (MCH) services during emergency response periods; however, their capacity for disaster preparedness still needs to be strengthened. To implement and evaluate training and mentoring activities regarding the roles of volunteers and midwives in MCH preparedness during disaster situations. This community service activity involved 25 participants (21 Posyandu cadres, 4 midwives) in the service area of the Lubuk Alung Community Health Center, Padang Pariaman Regency. Evaluation was conducted through pre- and post-tests of knowledge (15 multiple-choice questions) and a training implementation evaluation questionnaire (15 statements on a 1–5 Likert scale). The data were analyzed descriptively. Participants’ average knowledge scores before the training were already very high (mean 14.88 out of 15; 99.20%) and remained high after the training (mean 14.72 out of 15; 98.13%), with an average change of −0.16. No participant’s score increased; 22 participants (88%) showed no change in their scores, and 3 participants (12%) experienced a decrease of 1–2 points. The training evaluation revealed a very positive response (overall mean of 4.70 on a 5-point scale), with the highest appreciation for the relevance of the material and the comfort of the training venue. The activity was carried out well and received a positive response from participants. The lack of an increase in knowledge scores is likely related to the participants’ already very high baseline knowledge before the training began, rather than an indication of the training’s failure. Training and mentoring remain relevant as part of strengthening community-based maternal and child health (MCH) disaster preparedness.
POTENSI ANTIOKSIDATIF MAGNESIUM GLYCINATE DALAM MEMPERBAIKI PROFIL LIPID DAN HOMEOSTATIS GLUKOSA PADA KONDISI OBESITAS Yusti Siana; Rifkin Malik; Dian Puspita; Mhd Nurhuda; Ridwan Marshal
Nusantara Hasana Journal Vol. 6 No. 2 (2026): Nusantara Hasana Journal, July 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i2.2322

Abstract

Obesity is a chronic metabolic disease characterized by excessive fat accumulation resulting from a long-term imbalance between energy intake and expenditure. This condition is closely associated with insulin resistance, chronic inflammation, dyslipidemia, elevated blood glucose, and increased total cholesterol. Magnesium, particularly magnesium glycinate with its high bioavailability and good gastrointestinal tolerability, has attracted considerable attention as a supportive nutritional therapy. This literature review aimed to analyze the effectiveness of magnesium glycinate supplementation on blood glucose and total cholesterol levels in obesity induced by a high-fat and high-fructose diet. This review was conducted by searching scientific articles from PubMed, Scopus, ScienceDirect, SpringerLink, and Google Scholar. Eligible studies were published between 2018 and 2025 and discussed obesity, high-fat high-fructose diet, magnesium glycinate, glucose metabolism, lipid metabolism, and experimental animal studies. Evidence indicates that magnesium glycinate improves insulin sensitivity by activating insulin receptors and GLUT-4 transporters, suppresses chronic inflammation through inhibition of the NF-κB pathway, and reduces oxidative stress. Furthermore, magnesium glycinate improves lipid metabolism by reducing cholesterol synthesis and increasing fatty acid oxidation, thereby contributing to reductions in blood glucose and total cholesterol levels in obesity models. Magnesium glycinate has considerable potential as a supportive therapy for obesity through improvement of glucose and lipid metabolism. Its high bioavailability makes it more effective than several other magnesium formulations in improving hyperglycemia and dyslipidemia.
PENGARUH AKUPRESUR DALAM MENGURANGI GEJALA INSOMNIA PADA IBU HAMIL TRIMESTER 3 DI PMB JAMILAH DAWE KUDUS Tria Putri Anjani; Indah Puspitasari; Indah Risnawati
Nusantara Hasana Journal Vol. 6 No. 3 (2026): Nusantara Hasana Journal, August 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i3.2325

Abstract

Insomnia is a common complaint experienced by pregnant women in their third trimester due to physical and psychological changes, such as uterine enlargement, back pain, frequent urination, anxiety before labor, and hormonal changes. Untreated sleep disorders can impact the health of both the mother and the fetus, requiring safe and effective treatment. Acupressure is a non-pharmacological therapy that is relatively safe, easy to perform, and has no side effects for pregnant women. This therapy involves applying pressure to specific points on the body to help increase relaxation and improve sleep quality. This study aimed to determine the effect of acupressure therapy in reducing insomnia symptoms in pregnant women in their third trimester at PMB Jamilah Dawe Kudus. This study used a quantitative method with a quasi-experimental design through a pretest–posttest with a control group approach. The study sample was pregnant women in their third trimester who underwent ANC examinations at PMB Jamilah Dawe Kudus and met the inclusion criteria. A total of 52 respondents were divided into an intervention group of 26 respondents and a control group of 26 respondents. Insomnia levels were measured using the Insomnia Severity Index (ISI) instrument before and after acupressure therapy was given to the intervention group, while the control group was not given any intervention. The data obtained were analyzed using statistical tests appropriate to the data distribution. Research conducted on 52 pregnant women in their third trimester at PMB Jamilah Dawe Kudus showed that acupressure therapy at the HT7 (Shenmen) point was effective in reducing insomnia symptoms. This was evidenced by a decrease in the average Insomnia Severity Index (ISI) score in the intervention group from 22.88 to 2.69, greater than the control group which decreased from 20.35 to 6.62. The Wilcoxon test results showed a significant difference before and after the intervention (p<0.001), while the Mann–Whitney test showed a significant difference between the intervention and control groups (p=0.001). The decrease in insomnia levels occurred because stimulation at the HT7 point was able to provide a relaxing effect, balance the autonomic nervous system, increase blood circulation, and stimulate the release of endorphins so that the quality of sleep of pregnant women improved. The results of this study align with previous research that found acupressure to be a safe and effective non-pharmacological therapy for treating insomnia in pregnant women. Based on these findings, it can be concluded that acupressure therapy has a significant effect on reducing insomnia symptoms in third-trimester pregnant women and can be used as an alternative non-pharmacological intervention in antenatal care. Further research with a larger sample size and broader coverage is needed.
PENERAPAN LAYANAN KHITAN INKLUSIF DAN RAMAH ANAK DISABILITAS DI RSI SITI RAHMAH Mhd Nurhuda; Yusti Siana; Dian Puspita
Nusantara Hasana Journal Vol. 6 No. 2 (2026): Nusantara Hasana Journal, July 2026
Publisher : Yayasan Nusantara Hasana Berdikari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59003/nhj.v6i2.2326

Abstract

Circumcision is one of the most frequently performed minor surgical procedures globally, carried out for medical indications, hygiene standards, and socio-religious considerations. Clinically, circumcision has been proven to effectively minimize the risk of urinary tract infections (UTIs), prevent local pathological conditions such as phimosis and balanoposthitis, and reduce the transmission of sexually transmitted pathogens. Despite being a fundamental medical procedure, the accessibility and success rate of circumcision are heavily influenced by the readiness of healthcare facilities and the adoption of technical approaches tailored to the patient's physiological and psychological conditions. In the pediatric population with disabilities—including individuals with Autism Spectrum Disorder (ASD), Cerebral Palsy, Down Syndrome, and other intellectual disabilities—the execution of circumcision presents significant clinical complexities. Neurodivergent characteristics and functional limitations in this group often trigger sensory hypersensitivity, expressive communication barriers, and high levels of pre-procedural anxiety. These conditions have the potential to evoke resistance responses, such as physical agitation or meltdowns during the procedure. Without specialized management, this dynamics not only increases the risk of long-term psychological trauma but also heightens intraoperative complications—such as tissue trauma and bleeding—as well as postoperative complications due to wound hygiene challenges. On the other hand, the majority of healthcare facilities still apply conventional circumcision protocols that are not yet integrated with disability-inclusive care principles. The lack of sensory-friendly infrastructure, limited pre-procedure preparation modules for caregivers, and insufficient competency among healthcare professionals in disability-friendly interactive approaches constitute major systemic barriers to fulfilling the healthcare rights of children with special needs. RSI Siti Rahmah holds a strategic position to intervene in this issue through the formulation and implementation of an Inclusive and Disability-Friendly Circumcision Service model. This approach integrates behavioral management strategies, adjustments to a sensory-friendly clinical environment, and active caregiver involvement based on the concept of Family-Centered Care (FCC). Based on this urgency, this community service program was conducted to implement and evaluate an integrated, safe, minimally traumatic, and standardized circumcision service model for children with disabilities at RSI Siti Rahmah

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