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Showing 209 articles found for "Levels"

Multi-Criteria Evaluation Of Student Career Readiness Using An Intelligent Topsis-Based Decision Support System

Revi Gusriva
Abstract: The assessment of student career readiness requires a systematic approach that considers multiple competencies and experiences relevant to workplace demands. This study develops an intelligent decision support system based… ed on the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) to evaluate and map student career readiness. The study uses 20 student samples and five assessment criteria: field-specific competence (C1), internship experience (C2), communication skills (C3), digital literacy (C4), and English language proficiency (C5). Each criterion is assigned a weight based on its relative importance. The TOPSIS method involves decision matrix construction, normalization, weighted normalization, determination of positive and negative ideal solutions, distance calculation, and preference value calculation. The results show that Y11 achieved the highest preference value of 0.8296, followed by Y6 (0.7951), Y19 (0.7274), Y5 (0.7116), and Y2 (0.6999), while Y9 obtained the lowest preference value of 0.3112. Based on the classification results, 1 student (5%) was categorized as Highly Ready, 5 students (25%) as Ready, 12 students (60%) as Moderately Ready, and 2 students (10%) as Not Ready. These findings demonstrate that TOPSIS can effectively rank and classify student career readiness based on multiple assessment criteria. The proposed system can support higher education institutions in identifying students’ readiness levels and developing more objective, targeted, and data-driven career development strategies.

Hubungan Kebiasaan Konsumsi Gula Dengan Kadar Glukosa Darah Sewaktu Dan Tekanan Darah Pada Siswa SMP Negeri 5 Sungai Kakap

Nisa Julia Safarti, Puspa Amalia, Natasya Intan Ramadhani
Abstract: Peningkatan prevalensi diabetes melitus dan penyakit metabolik pada usia remaja menjadi perhatian penting dalam bidang kesehatan masyarakat. Pola makan yang tidak sehat dan rendahnya aktivitas fisik merupakan faktor risiko… ko yang berkontribusi terhadap peningkatan kadar glukosa darah dan tekanan darah sejak usia sekolah. Penelitian ini bertujuan untuk menganalisis hubungan pola makan dengan kondisi kesehatan metabolik berdasarkan kadar glukosa darah sewaktu (GDS) dan tekanan darah pada siswa SMP Negeri 5 Sungai Kakap. Tujuan penelitian ini mengetahui adanya Hubungan Kebiasaan Konsumsi Gula Dengan Kadar Glukosa Darah Sewaktu Dan Tekanan Darah Pada Siswa Smp Negeri 5 Sungai Kakap. Penelitian ini merupakan penelitian analitik dengan rancangan Cross Sectional. Sampel penelitian ini berupa cairan biologis berupa darah utuh yang dikumpulkan secara purposive sampling dari sampel siswa smp negeri 5 sungai kakap pada bulan juli 2025. Hasil analisis data menggunakan uji chi-square untuk kebiasaan konsumsi glukosa dengan kadar glukosa menunjukan tidak ada hubungan signifikan p=0,314 (p>0,05) dan kebiasaan konsumsi glukosa dengan tekanan darah menunjukan tidak ada hubungan signifikan p=0,419 (p>0,05). Kesimpulan yang diperoleh bahwa tidak ada Hubungan Kebiasaan Konsumsi Gula Dengan Kadar Glukosa Darah Sewaktu Dan Tekanan Darah Pada Siswa Smp Negeri 5 Sungai Kakap. Temuan ini menunjukkan bahwa meskipun sebagian besar siswa memiliki kondisi kesehatan metabolik yang normal, masih terdapat remaja yang berisiko mengalami gangguan metabolik. Oleh karena itu, skrining kesehatan secara berkala, edukasi gizi, dan penerapan pola hidup sehat perlu dilakukan sejak usia remaja sebagai upaya pencegahan penyakit metabolik dan peningkatan derajat kesehatan di lingkungan sekolah. The increasing prevalence of diabetes mellitus and metabolic diseases among adolescents has become a critical public health concern. Unhealthy dietary habits and low physical activity are key risk factors contributing to elevated blood glucose levels and blood pressure from school age. This study aims to analyze the relationship between dietary habits and metabolic health conditions based on random blood glucose (RBG) levels and blood pressure among students at SMP Negeri 5 Sungai Kakap. Specifically, this study aims to determine the relationship between sugar consumption habits, random blood glucose levels, and blood pressure in students of SMP Negeri 5 Sungai Kakap. This analytical study utilized a cross-sectional design. The research samples consisted of whole blood biological fluids collected through purposive sampling from students at SMP Negeri 5 Sungai Kakap in July 2025. Data analysis using the chi-square test showed no significant relationship between glucose consumption habits and blood glucose levels (p=0.314; p>0.05). Similarly, there was no significant relationship between glucose consumption habits and blood pressure (p=0.419; p>0.05). In conclusion, there is no relationship between sugar consumption habits, random blood glucose levels, and blood pressure among students at SMP Negeri 5 Sungai Kakap. These findings indicate that although most students have normal metabolic health conditions, some adolescents remain at risk for metabolic disorders. Therefore, regular health screening, nutritional education, and the implementation of a healthy lifestyle must be conducted from adolescence as a preventive measure against metabolic diseases and to improve health status within the school environment.

Application Of Mamdani's Fuzzy Logic In Modeling The Prediction Of Drug Abuse Levels In Padang City

Cindy Yunaldi, Yusli Yenni
Abstract: Drug abuse is a problem that can be influenced by various interrelated factors. This study aims to apply Mamdani Fuzzy logic in predicting the level of drug abuse in Padang City based on several factors obtained from documentation… umentation and interviews. The input variables used consist of the Age of the Perpetrator, Environment, Socializing, Gender, and Family, while the output variable is the Level of Drug Abuse with Low and High categories. The research stages include data collection, determining variables and fuzzy sets, fuzzification, forming if-then rules, inference using the minimum operator, composition using the maximum operator, and defuzzification using the centroid method. A total of 64 fuzzy rules are used to connect the combination of input variables with the output. Testing is done through manual calculations and implementation using MATLAB. The test results show that the output categories from manual calculations and MATLAB are the same in three test data, namely High, High, and Low. These results indicate that the Mamdani Fuzzy method can be used in modeling the level of drug abuse based on the variables used.

APPLICATION OF WARM GINGER COMPRESS THERAPY ON JOINT PAIN LEVELS AMONG OLDER ADULTS IN GUWOSARI VILLAGE, RT 02/RW 27, JEBRES, SURAKARTA CITY

Kalista, Annisa Cinta, Mulyaningsih, Mulyaningsih, Haryani, Nur
Abstract: Background: Joint pain is a common health problem experienced by older adults due to degenerative processes in the musculoskeletal system. This condition can cause limitations in daily activities and decrease quality of… life. One non-pharmacological therapy that can be used to reduce joint pain is a warm ginger compress because it has anti-inflammatory effects and provides warmth to the painful area. Objective: To determine the effect of warm ginger compress therapy on reducing joint pain levels in older adults. Methods: This study used a descriptive case study design involving two older adults with joint pain in Kampung Guwosari, RT 02/RW 27, Jebres, Surakarta. The intervention was conducted for 3 consecutive days, once daily for 15–20 minutes. Pain levels were measured using the Numeric Rating Scale (NRS). Results: Respondent 1 experienced a decrease in pain scale from 7 to 4, while Respondent 2 experienced a decrease from 4 to 2 after receiving warm ginger compress therapy for 3 days. Conclusion: Warm ginger compress therapy can help reduce joint pain levels in older adults and can be used as a simple, safe, and affordable non-pharmacological therapy.

Adaptive Conservative Financial Management Strategies under VUCA Conditions: A Case Study of PT RBP in the Property and Real Estate Sector

Sulati, Sulati, Riharjo , Ikhsan Budi
Abstract: This study aims to analyze the financial management strategies implemented by a local property and real estate company in facing conditions of Volatility, Uncertainty, Complexity, and Ambiguity (VUCA). The study employed… a qualitative approach with a single-case study design at PT RBP in Tuban Regency. Data were obtained through in-depth interviews with nine informants at strategic, managerial, and operational levels, supported by observation and company documentation. Data were analyzed thematically with the assistance of NVivo, and validity was assessed through source and method triangulation. The findings show that PT RBP implements an adaptive-conservative financial management strategy oriented toward cash-flow stability while maintaining the ability to respond to changes in the business environment. The strategy is realized through the use of internal capital, cash-flow control, phased development, cost monitoring, customer screening, transaction flexibility, and diversification of banks and suppliers. The strategy is reinforced by cross-functional communication and an adaptive organizational culture. The findings indicate that the combination of financial prudence and adaptive capability constitutes an important mechanism for maintaining project continuity, financial stability, and operational resilience amid VUCA pressures.

RELATIONSHIP BETWEEN CARDIORESPIRATORY ENDURANCE AND ATTENTION AND LEARNING FOCUS OF PHYSICAL EDUCATION STUDY PROGRAM STUDENTS

Widianto, Brian Kurniawan, Mahendra, Rezza Adiluhung Prasetya, Subekti, Anjas Asmara, Sutrisno, Tri, Prasetyo, Koko
Abstract: This study aims to determine the relationship between cardiorespiratory endurance and the attention and learning focus of Physical Education Study Program students. Cardiorespiratory endurance is a component of physical&#8230; fitness that plays an important role in supporting physical activity and cognitive function. The ability of attention and learning focus is an important aspect in the learning process because it affects the understanding of material and student learning outcomes. This research uses a quantitative approach with a correlational design. The research sample consisted of 20 Physical Education Study Program students selected using a purposive sampling technique. Cardiorespiratory endurance was measured using the Multistage Fitness Test (MFT) to obtain an estimated VO₂max, while attention and learning focus were measured using a Likert scale questionnaire. Data analysis was performed using the Pearson Product Moment correlation test. The results showed a positive and significant relationship between cardiorespiratory endurance and student attention and learning focus (r = 0.587; p < 0.05). These findings indicate that students with better levels of cardiorespiratory endurance tend to have higher levels of focus and attention during the learning process.

SPIRITUAL INTELLIGENCE AND NURSES’ CARING BEHAVIOR IN AN INPATIENT WARD: A CROSS-SECTIONAL STUDY IN INDONESIA

Fiska, Mona Anggia, Oktizulvia, Conny, Yendrial, Vania Aresti
Abstract: Caring behavior is a fundamental value and the core of professional nursing practice that directly contributes to the quality of patient care and recovery. One of the internal factors associated with caring behavior is spiritual&#8230; piritual intelligence, which enables nurses to find meaning and purpose in the care they provide. However, evidence suggests that both nurses' caring behavior and spiritual intelligence still need improvement. This study aimed to examine the relationship between spiritual intelligence and nurses' caring behavior in inpatient wards. This study employed a quantitative analytical correlational design with a cross-sectional approach. A total of 53 nurses were recruited using a total sampling technique. Data were collected using the Spiritual Intelligence Self-Report Inventory (SISRI-24) and the Caring Behavior Inventory (CBI). Data were analyzed using the Chi-square test with a significance level of p < 0.05. The findings revealed that less than half of the respondents (47.2%) had low spiritual intelligence, while more than half (54.7%) demonstrated poor caring behavior. Statistical analysis showed a significant relationship between spiritual intelligence and nurses' caring behavior (p = 0.001). Nurses with higher levels of spiritual intelligence tended to demonstrate better caring behavior than those with lower levels of spiritual intelligence. Hospital management is encouraged to consider nurses' spiritual intelligence as an important aspect in efforts to enhance caring behavior and improve the overall quality of nursing services.

STRATEGY FOR DEVELOPING THE EMPOWERMENT AND WELL-BEING OF WOMEN SEAFOOD PROCESSORS THROUGH THE SYNERGY OF RELIGIOSITY AND SOCIAL FACTORS

Hayati, Feb Amni, Fajarini, Ulfa, Maman, U.
Abstract: Women engaged in marine product processing play a crucial role in the national fisheries value chain, yet this strategic contribution has not been matched with formal recognition, access to resources, or decent welfare levels.&#8230; evels. This study aims to analyze the influence of religiosity and social factors on the empowerment and welfare of marine product processing women at the National Fisheries Port (PPN) Karangantu, Serang City, Banten, as well as to formulate a development strategy based on the synergy of these two factors. This research employs a mixed-methods approach with a sequential explanatory design, combining quantitative methods through PLS-SEM analysis on 235 respondents, and qualitative methods through in-depth interviews and Focus Group Discussions (FGD). The results show that religiosity and social factors have a positive and significant effect on women’s empowerment, which in turn impacts welfare improvement across economic, social, and psychological dimensions. Findings also reveal that religious values which currently focus mainly on ritual aspects, alongside patriarchal social norms, serve as key barriers; meanwhile, community support and the integration of religious values into economic activities act as major reinforcing factors. Based on SWOT analysis, this study proposes strategies for strengthening local value-based institutions, integrating empowerment programs with religious activities, and advocating for policies that support coastal women. This research contributes new insights by presenting an integrated model of religiosity and social dimensions in the empowerment of women in the fisheries sector, an area that has not been widely explored in previous studies.

Analisis Strategi Pemasaran Digital Melalui Whatsapp Business Dalam Meningkatkan Daya Saing UMKM Kripik Gadung Di Desa Arjasa Kecamatan Sukowono Jember

Muhammad Hamdi, Denok Mugi Hidayanti, Neviyani
Abstract: Usaha Mikro Kecil Menengah (UMKM) keripik gadung di Desa Arjasa menghadapi tantangan serius dalam memanfaatkan teknologi digital untuk pemasaran produk. Penelitian ini bertujuan untuk mendeskripsikan secara mendalam strategi&#8230; tegi pemasaran digital melalui WhatsApp Business yang diterapkan oleh pelaku UMKM keripik gadung serta mengidentifikasi secara komprehensif faktor-faktor pendukung dan penghambat penerapannya. Pendekatan kualitatif dengan jenis studi kasus instrumental digunakan dalam penelitian ini. Pengumpulan data dilakukan melalui wawancara mendalam terhadap 12 informan, observasi partisipatif, dan dokumentasi terhadap lima UMKM keripik gadung di Desa Arjasa selama periode Maret hingga Mei 2026. Analisis data menggunakan model interaktif Miles, Huberman, dan Saldana yang meliputi reduksi data, penyajian data, dan penarikan kesimpulan. Hasil penelitian menunjukkan bahwa strategi pemasaran digital yang diterapkan masih bersifat dasar dan belum terstruktur secara sistematis, dengan pemanfaatan fitur WhatsApp Business yang belum optimal. Hanya dua dari lima UMKM yang menggunakan WhatsApp Business, itupun dengan pemanfaatan fitur yang terbatas pada katalog produk. Faktor pendukung utama adalah kemudahan penggunaan aplikasi, biaya yang terjangkau, dan dukungan keluarga serta komunitas. Adapun faktor penghambat meliputi keterbatasan literasi digital, kekhawatiran akan penipuan, kendala infrastruktur internet, dan rendahnya tingkat pendidikan formal. Penelitian ini menyimpulkan bahwa diperlukan pendampingan dan pelatihan berkelanjutan yang disesuaikan dengan kapasitas dan karakteristik pelaku UMKM untuk mengoptimalkan penggunaan WhatsApp Business dalam meningkatkan daya saing UMKM keripik gadung. Gadung chips Micro, Small, and Medium Enterprises (MSMEs) in Arjasa Village face serious challenges in utilizing digital technology for product marketing. This study aims to describe in depth the digital marketing strategies through WhatsApp Business implemented by gadung chips MSMEs and to comprehensively identify the supporting and inhibiting factors of its implementation. A qualitative approach with an instrumental case study type was used in this research. Data collection was conducted through in-depth interviews with 12 informants, participant observation, and documentation of five gadung chips MSMEs in Arjasa Village during the period March to May 2026. Data analysis used the interactive model of Miles, Huberman, and Saldana which includes data reduction, data presentation, and conclusion drawing. The results showed that the digital marketing strategies implemented were still basic and not systematically structured, with the utilization of WhatsApp Business features not yet optimal. Only two out of five MSMEs used WhatsApp Business, even then with limited utilization of features to product catalogs. The main supporting factors are the ease of use of the application, affordable costs, and support from family and community. Meanwhile, inhibiting factors include limited digital literacy, concerns about fraud, internet infrastructure constraints, and low levels of formal education. This study concludes that continuous assistance and training tailored to the capacity and characteristics of MSME actors are needed to optimize the use of WhatsApp Business in increasing the competitiveness of gadung chips MSMEs. 

RELATIONSHIP BETWEEN THE LEVEL OF CIGARETTE SMOKE EXPOSURE AND SERUM TRIGLYCERIDE LEVELS AMONG STUDENTS

Al-Jufri, Muhammad Sony, Dewi, Yulia Ratna, Maulani, Yulita
Abstract: Cigarette smoke exposure is a significant health threat that may trigger lipid metabolism disorders, particularly by increasing serum triglyceride levels through nicotine-stimulated production of Very Low-Density Lipoprotein&#8230; tein (VLDL). This study aimed to analyze the correlation between cigarette smoke exposure levels and serum triglyceride levels in students to identify cardiovascular risks among the productive age group. This study employed an analytical observational design with a cross-sectional approach. A total of 83 participants were selected using a purposive sampling technique. Participants' levels of exposure to cigarette smoke were assessed, and their serum triglyceride levels were analyzed using the GPO-PAP enzymatic method. Statistical analysis was performed to determine the significance of the association between smoke exposure levels and serum triglyceride levels. The findings indicate no statistically significant correlation between the level of cigarette smoke exposure and serum triglyceride levels among the study participants (Spearman's rho, p = 0.882). Most participants were classified as having mild cigarette smoke exposure and exhibited serum triglyceride levels within the normal reference range. Furthermore, the relatively homogeneous exposure levels and the young age of the participants may have contributed to the limited variability observed in the study. In conclusion, mild cigarette smoke exposure was not significantly associated with serum triglyceride levels among young adults.