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Jurnal Sains dan Kesehatan
Published by Universitas Muhammadiyah Manado
ISSN : 25808362     EISSN : 29621569     DOI : 10.57214
Core Subject : Health,
Health Professions Public Health
publikasi ilmiah dalam konten kesehatan dan sains yang memuat hasil penelitian, kajian pustaka, analisis kritis dan pengembangan.
Arjuna Subject : Profesi Kesehatan - Profesi Kesehatan (Lain-Lain)
Articles 171 Documents
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Bibliometric Analysis of Trends in Risk Factors in Melasma Yuli Wahyu Rahmawati; Ali Mustofa
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1150

Abstract

Risk factors for melasma have been identified at several points such as the use of birth control pills, cosmetics, sun exposure, estrogen therapy, decreased thyroid and ovarian function, ovarian tumors, nutrition, drugs that are classified as phototoxic or photoallergic, and epilepsy drugs. This article aims to determine the incidence of melasma and its risk factors. This study uses articles collected from the Google Scholar database. The data collection step uses the keyword "Risk Factor Melasma" according to the title and keyword criteria. The articles used are publications in the 2018-2023 year range. The stages of analysis are carried out using VOSviewer software for visualization and trend analysis in the form of bibliometric maps. The bibliometric approach was applied to identify publication patterns, research developments, and relationships among topics related to melasma risk factors. Based on the visualization results, 100 selected documents were published within 5 years, from 2018 to 2023. The findings provide an overview of the main research trends and contribute to a better understanding of the incidence of melasma and the factors associated with its occurrence
Hubungan Stress dan Obesitas dengan Gangguan Pola Menstruasi pada Remaja Siswi SMAN 1 Majene Tahun 2026 Rasmawati Rasmawati; Nurfadhila Nurfadhila; Nur Anisafauziah; Sitti Harma
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1151

Abstract

Background: Menstruation is a natural physiological process that indicates the functional maturity of the female reproductive system. Menstrual cycle disorders can be influenced by several factors, including stress and obesity. Stress may cause hormonal changes through the hypothalamic-pituitary axis, leading to decreased luteinizing hormone (LH) levels and menstrual irregularities. Obesity can also affect ovarian function and disrupt the menstrual cycle. Objective: To determine the relationship between stress and obesity with menstrual cycle disorders among female adolescents at SMAN 1 Majene in 2026. Methods: This study used an analytical observational design with a cross-sectional approach. Data on stress levels, obesity status, and menstrual cycle disorders were collected simultaneously from 84 female respondents. The chi-square test was used to analyze the relationships among variables. Results: The analysis showed a significant relationship between stress and menstrual cycle disorders (p = .006; α < .05). A significant relationship was also found between obesity and menstrual cycle disorders (p = .002; α < .05). Many obese respondents experienced irregular menstrual cycles. Conclusion: There is a significant relationship between stress and obesity with menstrual cycle disorders among female adolescents at SMAN 1 Majene.
Hubungan Konflik Peran Ganda, Status Pernikahan, Usia, dan Lama Bekerja dengan Stres Kerja pada Pekerja Wanita Heriziana Hz; Shanti Rosalina
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1153

Abstract

Work stress is a critical occupational health concern among midwives working at primary healthcare facilities. This cross-sectional study aimed to analyze factors associated with work stress among 30 midwives, including age, marital status, length of service, and dual-role conflict. Data were collected using structured questionnaires measuring work stress (9 valid items) and dual-role conflict (6 items), and analyzed through univariate, bivariate (Fisher's Exact Test and Chi-Square), and multivariate (binary logistic regression) analyses. Results showed that 43.3% of midwives experienced high work stress and 53.3% reported high dual-role conflict. Bivariate analysis revealed significant associations between work stress and marital status (p=0.009) and dual-role conflict (p=0.004), while age (p=0.633) and length of service (p=0.586) were not significant. Multivariate analysis identified dual-role conflict as the primary determinant of work stress (OR=15.762; 95% CI: 2.149–115.631; p=0.007). Healthcare facility management should develop gender-responsive policies and workplace stress intervention programs to reduce dual-role conflict and work stress among midwives.
Formulasi, Evaluasi, dan Uji Aktivitas in Vivo Kapsul Ekstrak Daun Pepaya California (Carica papaya L.) pada Model Zebrafish Adelia Putri Callysta; Feris Dzaky Ridwan Nafis; Anis Puji Rahayu
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1154

Abstract

California papaya leaves (Carica papaya L.) are known to contain various active compounds that have the potential to stimulate appetite and boost metabolism, making them a promising candidate for development as a pharmaceutical formulation. This study aims to design a capsule formulation of California papaya leaf extract with appropriate excipients and to evaluate its ability to increase body weight through preclinical testing using a zebrafish (Danio rerio). The extract was obtained via maceration with 96% ethanol and formulated into capsules using the wet granulation method in four variations (F0–F3). Physical evaluations included organoleptic properties, flowability, angle of repose, loss on drying, disintegration time, weight uniformity, and stability testing using the cycling test method. The results indicated that all formulas met the physical requirements, with disintegration times of 3–4 minutes and loss on drying <15%. Formula F2 exhibited the most optimal physical characteristics; however, stability testing revealed a decline in physical properties after extreme temperature treatment. Efficacy tests showed a significant increase in zebrafish weight (p < 0.05), with F3 yielding the best results. A high survival rate (≥80%) suggests the formulation is relatively safe. In conclusion, California papaya leaf extract capsules demonstrate significant potential as an agent to promote weight gain.
Efektivitas intervensi K3 Melalui Edukasi APD terhadap peningkatan Keselamatan Kerja pada Pekerja TKBM di Pelabuhan Tenau Aurelius Gelu; Ines Genoveva Hane; Maria Regina Moi Pea; Natalia Imelda Seran; Marylin S. Junias; Luh Putu Ruliati
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1155

Abstract

Keamanan dan kesehatan di tempat kerja adalah salah satu hal penting dalam membentuk suasana kerja yang aman, terutama bagi pekerja bongkar muat (TKBM) yang menghadapi risiko kecelakaan kerja yang cukup besar. Pemakaian Alat Pelindung Diri (APD) yang memenuhi standar merupakan salah satu langkah untuk mencegah terjadinya kecelakaan kerja di area pelabuhan. Namun, hasil pengamatan di Pelabuhan Tenau menunjukkan masih ada pekerja yang mengenakan APD tidak sesuai standar SNI dan tidak menggunakan APD secara lengkap saat bertugas. Studi ini bertujuan untuk mengevaluasi dampak pendidikan penggunaan APD terhadap pengetahuan keselamatan kerja pada pekerja bongkar muat (TKBM) di Pelabuhan Tenau. Penelitian ini mengaplikasikan metode kuantitatif dengan desain pre-eksperimental yang menggunakan pendekatan one group pre-test dan post-test. Sampel penelitian terdiri dari 28 responden dengan alat penelitian berupa kuesioner yang berisi 10 pertanyaan. Hasil penelitian menunjukkan bahwa sebelum mendapatkan edukasi, rata-rata responden berhasil menjawab dengan benar 6 pertanyaan (60%) dan memberikan jawaban salah pada 4 pertanyaan (40%). Setelah mendapatkan edukasi, hasil post-test menunjukkan peningkatan pengetahuan di mana sebagian besar responden dapat menjawab dengan benar sebanyak 9 pertanyaan (90%) dan jawaban salah berkurang menjadi 1 pertanyaan (10%). Berdasarkan hasil studi, dapat disimpulkan bahwa pelatihan penggunaan APD berdampak pada peningkatan pengetahuan keselamatan kerja bagi tenaga kerja bongkar muat (TKBM). Sehingga, diperlukan pengawasan dan pendidikan secara berkala mengenai pemakaian APD yang memenuhi standar SNI untuk meningkatkan keselamatan kerja di area pelabuhan.  
Hubungan Kepatuhan Menggunakan Alat Pelindung Diri dengan Imunoglobulin E (IgE) Total pada Pekerja Industri Textil Bintang Aulia Nur’aini; Hari Saktiningsih
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1156

Abstract

Chemical exposure during the dyeing process in the Textile industry has the potential to cause health problems, particularly allergic reactions mediated by Immunoglobulin E (IgE). Non-compliance with the use of Personal Protective Equipment (PPE) may increase the risk of chemical exposure through inhalation and skin contact, thereby triggering an allergic immune response characterized by elevated total IgE levels in the blood. This study aimed to determine the relationship between compliance with the use of Personal Protective Equipment (PPE) and total Immunoglobulin E (IgE) levels among Textile industry workers. This research was an analytic observational study with a cross-sectional design. The sample consisted of 15 Textile industry workers who met the inclusion and exclusion criteria, selected using purposive sampling technique. Data on PPE compliance were obtained through questionnaires and interviews, while total IgE levels were measured using the Electrochemiluminescence Immunoassay (ECLIA) method. The relationship analysis was conducted using Fisher’s Exact test. The results showed a significant relationship between PPE compliance and total IgE levels (p<0.05). It can be concluded that there is a significant association between compliance with the use of Personal Protective Equipment and total Immunoglobulin E (IgE) levels among Textile industry workers.
Evaluasi Tingkat Pengetahuan Pasien terhadap Beyond Use Date di Puskesmas Purwokerto Utara I Sunarti Sunarti; Intan Rovenalia Muzaeri; Nur Khusna Yuniatri; Nurhandini Hanurata Khoirunnisa; Ine Febrianti; Jennie Christiani; Jeri Alfa Rozi
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1157

Abstract

Introduction: The Beyond Use Date (BUD) is the expiration date for a drug product after its primary packaging has been opened, mixed, or prepared. The BUD differs from the expiration date printed on the manufacturer's packaging and is not always listed on the drug, so many people still don't fully understand this concept.Objective: To evaluate the level of knowledge of Prolanis patients regarding the Beyond Use Date (BUD) at the Purwokerto Utara I Community Health Center before and after being given counseling. Methods: A quantitative descriptive method with a cross-sectional design was used on 20 Prolanis patient respondents. Primary data collection consisted of questionnaires administered before (pretest) and after (posttest) the lecture-based counseling using flyers. Data analysis was performed using univariate analysis. Results: The level of knowledge of Prolanis patients regarding Beyond Use Date before counseling showed that the majority were in the poor category with 16 respondents (80.0%) and the sufficient category with 4 respondents (20.0%). After being given counseling, there was an increase in the good category with 6 respondents (30.0%), but the majority were still in the poor category with 14 respondents (70.0%).Conclusion: The level of knowledge of Prolanis patients regarding Beyond Use Date (BUD) at Purwokerto Utara I Health Center before counseling was mostly in the poor category, and after counseling there was an increase although most were still in the poor category.
Analisis Pengaruh Gaya Kepemimpinan Transformasional terhadap Komitmen Organisasi dan Organizational Citizenship Behavior (OCB) pada Perawat di Rumah Sakit X Luthfiana Nur; Rohilatul Jannah; Soliha Soliha
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1161

Abstract

Having employees with OCB attitudes will have a positive impact on the ease of achieving organizational goals. OCB is the attitude of employees doing many things outside of their duties voluntarily. In contrast, OCB will influence each other with organizational commitment. Organizational commitment is a person's sense of comfort in being part of the organization. The growth of these two things is influenced by the leadership style, in this case, the transformational leadership style. Based on the preliminary survey results, it has been shown that OCB attitudes and organizational commitment are both influenced by leadership style. So, the researcher wants to see the effect of the three. This study uses multiple linear regression research with quantitative research and a questionnaire with a Likert scale. After the analysis had been conducted, the results were H1: Transformational Leadership had a significant effect on Organizational Citizenship Behavior (OCB) in X Hospital nurses, H2: Transformational Leadership has a substantial impact on organizational commitment in X Hospital nurses, and H3: Organizational Commitment had a significant effect on Organizational Citizenship Behavior (OCB) on nurses at Hospital X.
Tinjauan Naratif Transformasi Digital dalam Manajemen Rumah Sakit di Indonesia Periode Tahun 2020-2025 Gemilang Mutsaqqofa Arsyadana; Tjatur Prijambodo
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1162

Abstract

In order to raise the standard of healthcare services in the contemporary period, digital transformation in hospital management has become a phenomena. The purpose of this study is to investigate the adoption, advantages, difficulties, and success aspects of digital transformation in healthcare facilities. A literature review employing a narrative review system was the methodology. 14 papers that met the inclusion requirements were found using data sources from Google Scholar, PubMed, and ScienceDirect databases with publication years ranging from 2020 to 2025. To determine the primary study themes, data analysis was carried out utilising a thematic synthesis approach. According to the study's findings, digital transformation can enhance operational effectiveness, service quality, and patient safety by using technology including electronic health records (EHR), telemedicine, and hospital management information systems. However, there are still a number of obstacles to its adoption, such as inadequate infrastructure, inadequate human resource competency, expensive investment costs, and data security threats. Significant barriers also include a lack of system integration and opposition to change. Government policies and regulatory assistance have an impact on the success of digital transformation in hospital administration.
Identification of Stunting Risk Based on Maternal Prenatal Factors Using Random Forest Approach: A Preliminary Retrospective Study Kaysa Naisy Khosina; Pramesti Kusumaningtyas; Mohammad Rofii
Jurnal Sains dan Kesehatan Vol. 10 No. 1 (2026): Juni : Jurnal Sains dan Kesehatan (JUSIKA)
Publisher : Universitas Muhamadiyah Manado

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57214/jusika.v10i1.1163

Abstract

Stunting is a multifactorial public health problem influenced by various risk factors that may emerge during the prenatal period. Early identification of stunting risk during pregnancy is important to support preventive interventions. This study aimed to develop a stunting risk prediction model based on maternal prenatal factors using the Random Forest algorithm. Secondary data from 172 pregnant women, consisting of 83 stunting cases and 89 non-stunting cases, were analyzed. The predictor variables included maternal age during pregnancy, height, hemoglobin level, mid-upper arm circumference (MUAC), smoking history, hypertension, asthma, and diabetes mellitus. The research stages consisted of data preprocessing, model training using Stratified 5-Fold Cross Validation, performance evaluation, external testing, and feature importance analysis. Internal evaluation results showed an accuracy of 60%, precision of 60.6%, recall of 57.3%, F1-score of 58.9%, and AUC of 0.6688. External testing yielded an accuracy of 70% and an AUC of 0.6167. Feature importance analysis identified maternal age during pregnancy as the most influential variable in the prediction process. The findings indicate that maternal prenatal factors have potential for early stunting risk identification, although the predictive performance remains moderate. This approach may serve as a foundation for developing early screening tools to support targeted interventions among high-risk pregnancies.

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