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The gap between academic curriculum content and modern industrial needs is often an obstacle for fresh graduates in the Information Technology field, particularly in the rapidly evolving Artificial Intelligence (AI) sector. This study aims to identify the relationship patterns among technical competencies (hard skills) most demanded by the global industry. The method employed is Association Rule Mining with the Apriori algorithm to discover association rules between skills, and Network Graph Analysis to visualize the topological map of these competencies. The research dataset covers 15,000 AI job vacancies from the 2024-2025 period, analyzed in depth using Support, Confidence, and Lift Ratio evaluation parameters to validate the strength of relationships between items. The results show that Python is the central competency with the highest frequency of occurrence. Strong association rules were found indicating that proficiency in TensorFlow has a high probability of requiring Python proficiency. The Network Graph visualization reveals three main competency clusters: Data Engineering Ecosystem, Deep Learning, and Infrastructure. These findings offer a strategic foundation for aligning curricula with the job market. Focusing on strengthening the identified competency clusters is expected to directly enhance the relevance and work readiness of graduates.

This study aims to analyze local community participation in the development of ecotourism. The method used is descriptive qualitative based on document analysis, with data obtained through the review of village planning documents, tourism development reports, field observations, and informal interviews with local stakeholders. The results show that the community has begun to engage in tourism-related activities such as opening homestays, food stalls, and working as tour guides. However, this involvement is still limited by capacity, skills, and the lack of supporting facilities. Neblo Beach holds great potential to be developed as a nature- and culture-based ecotourism destination, but it currently lacks basic amenities such as toilets, trash bins, souvenir kiosks, and photo spots. Through a SWOT analysis, several strategies were identified to support the development of this area, including the participatory preparation of a master plan for amenity development, community training programs, and collaboration with academics and investors. In conclusion, the success of ecotourism development at Neblo Beach strongly depends on the synergy between the community, village government, and strategic partners in realizing sustainable tourism that provides direct benefits to the local population

This study aimed to evaluate the implementation of the accounting information system for cash receipts and disbursements in supporting the effectiveness of internal control, with reference to the COSO framework components at the Regional Public Company Water Supply Wair Pu’an. The data used in this research included primary and secondary data. A qualitative descriptive method was employed, which describes or depicts the research objects based on observable facts. Dara collection methods included documentation and interviews with relevant stakeholders. The findings indicate that, overall, the accounting information system for cash receipts and disbursements at Perumda Water Supply Wair Pu’an is functioning effectively, as evidenced by the alignment of its internal control system with the COSO components.

Access to healthcare services is a crucial determinant in improving community health, particularly in rural areas that face geographic and social challenges. This study aims to describe the accessibility and utilization of healthcare services among residents of Desa Sama Subur, Kecamatan Motui, Kabupaten Konawe Utara. A descriptive quantitative design was employed, with the population comprising all active household heads in the village. A total of 45 household heads were selected using total sampling. Data were collected through face-to-face interviews using structured questionnaires during the 2025 Field Learning Experience (Pengalaman Belajar Lapangan, PBL). Descriptive analysis was conducted and results were presented in frequency distributions and percentages.The findings indicate that the majority of respondents possess health insurance (88.9%); however, the utilization of healthcare facilities remains suboptimal, with only 48.9% having ever accessed services. Perceptions of healthcare accessibility varied, with 51.1% considering it easy and 46.7% reporting difficulty. Motorcycles were the most commonly used mode of transportation (77.8%), and community health centers (Puskesmas) were the most frequently utilized facilities (60.0%). Regarding service satisfaction, nursing staff behavior received the highest satisfaction rating (28.9%), while waiting time remained the main concern. In conclusion, healthcare access in rural communities is multidimensional, influenced not only by health insurance ownership but also by geographic factors, transportation availability, and service experience. Enhancing the utilization of healthcare services requires strengthening primary care and improving physical access to healthcare facilities.

The work of health workers is a key factor in ensuring the quality and sustainability of primary health services. However, high work demands and limited resources have the potential to weaken work involvement if they are not balanced with a perception of work meaning and adequate psychological capacity. This study aims to analyze the effect of job meaningfulness on work engagement of health workers through psychological capital as a mediating variable at the Mokoau Health Center, Kendari City, Southeast Sulawesi. This study used a quantitative approach with a cross-sectional design. All health workers at the Mokoau Health Center as many as 70 people were used as research samples using the total sampling method. Data was collected through a structured questionnaire and analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) with the help of SmartPLS version 4.0. The results of the analysis showed that job meaningfulness had a positive and significant effect on psychological capital (β = 0.698; p < 0.05). Psychological capital was also shown to have a positive and significant effect on work engagement (β = 0.691; p < 0.05). Furthermore, job meaningfulness had a significant indirect effect on work engagement through psychological capital (β = 0.482; p < 0.05), which shows the mediating role of psychological capital in the relationship. Job meaningfulness not only contributes directly to strengthening psychological capital, but also indirectly increases work engagement of health workers. Psychological capital plays a role as the main psychological mechanism that translates the meaning of work into higher work attachment. These findings affirm the importance of a human resource management strategy that focuses on strengthening the meaning of work and psychological capital to increase the work involvement of health workers in primary health care facilities.

Penelitian ini bertujuan menganalisis nilai-nilai epistemologi keaswajaan dalam pembiasaan khidmah santri di Pondok Pesantren Mansyaul Ulum. Tradisi khidmah dipandang bukan sekadar aktivitas sosial, tetapi sebagai jalan epistemologis khas Ahlussunnah wal Jama’ah dalam memperoleh ilmu yang barokah. Penelitian ini menggunakan pendekatan kualitatif dengan jenis fenomenologis, melalui observasi, wawancara, dan dokumentasi terhadap pengasuh, ustadzah, santri aktif, serta alumni. Hasil penelitian menunjukkan bahwa nilai-nilai keaswajaan seperti tawadhu’, ta’dzim, ikhlas, dan tawazun terinternalisasi melalui sistem khidmah, pembelajaran kitab Ta’lim al-Muta’allim, dan keteladanan pengasuh. Tradisi ini melahirkan karakter santri yang beradab, rendah hati, dan berjiwa pengabdian, sehingga ilmu yang diperoleh tidak hanya bersifat kognitif, tetapi juga membawa keberkahan dan manfaat sosial. Dengan demikian, khidmah menjadi manifestasi nyata epistemologi keaswajaan yang menegaskan bahwa adab dan keikhlasan merupakan fondasi utama dalam memperoleh ilmu sejati.

The development of Artificial Intelligence (AI) has significantly influenced the formation of contracts in civil law, particularly through the automation of clause drafting, risk analysis, and the standardization of contractual documents. The use of AI in contract drafting raises complex legal issues, especially concerning the validity of agreements and the attribution of legal liability in the event of default. This study aims to analyze the validity of contracts created through Artificial Intelligence from the perspective of Indonesian civil law and to examine models of legal liability in AI-based contracts. This research employs a normative legal method with statutory and conceptual approaches, examining the provisions of the Indonesian Civil Code, particularly Article 1320, as well as legal doctrines and scholarly perspectives on digital contracts and AI. The findings indicate that AI-based contracts are, in principle, legally valid as long as they fulfill the requirements of a valid agreement, namely the consent of the parties, legal capacity, a specific object, and a lawful cause. Artificial Intelligence cannot be positioned as a legal subject because it lacks intent, consciousness, and the capacity to bear rights and obligations, and therefore functions solely as a technological tool. Consequently, legal intent and liability remain attached to the human or legal entity that uses, controls, or benefits from AI. This study also emphasizes that the primary challenge of AI-based contracts lies in the absence of specific legal regulations governing the allocation of liability among AI users, system providers, and developers, particularly when default occurs due to algorithmic errors or system failures. Therefore, clearer, adaptive, and comprehensive regulations are required to ensure legal certainty, protect the parties involved, and maintain a balance between technological innovation and the principles of justice in AI-based contractual practices in Indonesia.

Premarital sex is sexual intercourse outside of legal or religious marriage. This behavior can cause various problems such as sexually transmitted diseases, unplanned pregnancies, and encourage early marriage. Analyzing the determinants of adolescent premarital sex based on the Health Belief Model. Using a literature review approach, this study analyzes several academic references such as journals, books, encyclopedias, and others that discuss the topic of premarital sex among adolescents based on the Health Belief Model (HBM) Theory. This study uses seven journals, with sources from the last six years. The study began in October-November 2025. Based on the analysis, there is a relationship between perceived susceptibility, perceived severity, perceived benefits, perceived barriers, perceived self-efficacy, cues to action, and premarital sex behavior among adolescents. The conclusion shows that in all seven studies, the main components of HBM are significantly related to this behavior. For adolescents, it is recommended to better understand premarital sex behavior by seeking appropriate information and selecting positive friends and social environments so as not to be influenced by negative things or the urge to engage in premarital sex behavior.

This study aims to analyze the effect of service quality and trust on members’ decisions to use the services of Koperasi Simpan Pinjam (KSP) Pamuji in the Soloraya region. Savings and loan cooperatives play an important role in providing financial access for the community; therefore, service quality and members’ trust are crucial factors in sustaining cooperative services. This research employs a quantitative approach with an explanatory research design. Data were collected through a structured online questionnaire distributed to 201 respondents selected using purposive sampling techniques. Data analysis was conducted using multiple linear regression with the assistance of SPSS version 27. The results indicate that service quality has a positive and significant effect on service usage decisions, as evidenced by a regression coefficient of 0.504 and a significance value below 0.05. Trust also shows a positive and significant effect on service usage decisions with a regression coefficient of 0.375. Simultaneously, service quality and trust explain 82.5% of the variation in service usage decisions. These findings confirm that positive service experiences and high levels of trust are key determinants in encouraging members to use cooperative savings and loan services. The results of this study are expected to provide practical insights for cooperative managers in formulating strategies to improve service quality and strengthen members’ trust in order to enhance sustainability and competitiveness.

The challenges faced by MSMEs in Indonesia, especially in Surabaya, often revolve around business management, finance, and taxation. One potential solution is the integration of the Business Model Canvas (BMC) with financial and tax strategies, which can help MSMEs streamline their operations. The Business Model Canvas (BMC) training program is designed to assist MSMEs in reorganizing their business models and implementing new strategies that address key operational challenges. This program also incorporates financial and tax considerations, helping MSMEs manage their finances more effectively and comply with tax regulations. With this approach, MSMEs are expected to improve their operational efficiency, enhance tax compliance, and strengthen their competitive edge in the market. The method involves direct engagement with MSMEs through hands-on workshops and personalized mentoring sessions. This initiative is set to take place in May 2025, offering MSMEs valuable tools to enhance their business practices, optimize financial management, and foster long-term growth and success in the market.

Kampung Wisata Titik Nol in Central Java has significant potential for developing special-interest tourism, particularly nature-based and outdoor sport tourism. However, this potential has not been optimally utilized due to limited community capacity in designing structured and market-ready tourism products. This community service program aims to enhance the capacity of local tourism managers and youth organizations in packaging sustainable and competitive sport tourism packages. The program was conducted at Joglo Gumregah from August to November 2024 using a Participatory Action Research (PAR) approach. The implementation was carried out in three phases: preparation, implementation, and evaluation. The preparation phase included field observation, Focus Group Discussions (FGDs), and coordination with village authorities and community leaders. The implementation phase involved in-depth interviews and mentoring activities in developing sport tourism packages. The evaluation phase was conducted through interactive dialogues with stakeholders to refine the developed packages. The results indicate an improvement in participants’ understanding and skills in designing integrated and locally based sport tourism packages. The resulting packages are expected to serve as references for sport tourism development and to support community empowerment and economic sustainability in Kampung Wisata Titik Nol.

This study employed a descriptive qualitative approach using a case study design to explore the psychological impacts of traffic accidents on victims. Data were collected through semi-structured interviews and direct observation, then analyzed using thematic analysis techniques. The findings indicate that the main trauma-related symptoms include intense negative thoughts or emotions, such as sudden fear, nausea, and mood changes characterized by increased sadness and irritability. Additionally, sleep disturbances were observed, including vivid nightmares, flashbacks when attempting to sleep, and physical reactions such as heart palpitations. Avoidance behaviors were also noted, such as avoiding the accident location, rarely leaving the house, and avoiding conversations related to the accident. Traffic accidents are sudden, unexpected events that can cause not only physical injuries but also profound psychological impacts, including fear, excessive anxiety, nightmares, and symptoms of post-traumatic stress disorder (PTSD). If left untreated, these psychological disorders may interfere with daily functioning and significantly reduce the quality of life of the victims, making early intervention crucial for recovery.

Academic stress has become a significant psychological issue among university students, particularly during periods of high academic pressure such as examinations, intensive coursework, and academic performance demands. Excessive academic stress may negatively affect students’ psychological well-being, learning motivation, and academic performance. This study aims to explore in depth the experiences of academic stress and psychological responses among students during periods of high academic pressure. A qualitative descriptive approach with a phenomenological perspective was employed to capture students’ lived experiences. Data were collected through in-depth semi-structured interviews with six student participants selected using purposive sampling. The data were analyzed using thematic analysis, involving open, axial, and selective coding to identify emerging themes. The findings reveal that the main sources of academic stress include excessive academic workload, time management difficulties, high self-expectations, and external academic pressures. Students experienced varying levels of stress ranging from mild to severe, manifested through psychological responses such as anxiety, emotional instability, mental fatigue, decreased concentration, and reduced motivation. The study also found that students applied diverse coping strategies, including adaptive strategies such as time management, seeking social support, and self-reflection, as well as maladaptive strategies such as procrastination and emotional withdrawal. These findings highlight that academic stress is a complex and subjective experience influenced by individual perceptions and coping capacities. The study implies the importance of supportive academic environments and accessible mental health services in higher education institutions to promote students’ psychological well-being and resilience. The results may serve as a reference for developing preventive and promotive mental health programs for students facing academic stress..    

Chronic Kidney Disease (CKD) is a global health problem with a continuously increasing prevalence and mortality rate. Global data indicates that kidney disorders have affected more than 850 million people, with CKD being one of the leading causes of death. North Sulawesi is recorded as one of the provinces with the highest prevalence of CKD. Blood creatinine is used as the primary marker of kidney function, while hypertension is a comorbidity commonly found in CKD patients and can act as both a cause and a consequence of impaired kidney function. Several studies have reported varying results regarding the relationship between creatinine levels and blood pressure. Purpose to analyze the association between serum creatinine levels and blood pressure in chronic kidney disease patients with hypertension at ODSK Hospital, North Sulawesi Province. Methods the research design used an observational analytic cross-sectional design. This study used an observational analytic cross-sectional design. It was a retrospective study utilizing secondary data from medical records for the period of June 2022 to August 2025. Total sampling method was employed with a sample size of 65 patients who met the inclusion criteria. Based on the Spearman correlation test results, the significance values between creatinine and systolic pressure was 0.685, and between creatinine and diastolic pressure was 0.787 (p-value >0.05). There is no significant correlation between serum creatinine levels and blood pressure in chronic kidney disease patients with hypertension at ODSK Hospital, North Sulawesi Province.

Type 2 Diabetes Mellitus (T2DM) is a global health problem with continuously increasing prevalence, covering the majority of diabetes cases worldwide. Persistent hyperglycemia in T2DM progressively damages the kidneys. Early assessment of kidney function, especially through the examination of urea levels and estimated glomerular filtration rate (eGFR) values, is important to predict CKD prognosis and guide therapeutic intervention. To discover the profile of urea levels and eGFR values in Type 2 Diabetes Mellitus patients at ODSK Hospital, North Sulawesi Province. This study is a descriptive quantitative observational study with a cross-sectional design, conducted retrospectively using secondary data from the medical records of Type 2 Diabetes Mellitus patients at ODSK Hospital, North Sulawesi Province during the period February 2024–August 2025 who met the inclusion criteria. From a total sample of 658 Type 2 Diabetes Mellitus patients, the majority of patients had high urea levels (53.3%). Based on sex, the proportion of high urea levels in males (57.2%) was higher compared to females (50.5%). Meanwhile, the distribution of eGFR values showed that the G1 category was the most frequent (23.9%). However, the majority of other patients (75.1%) were already in categories G2 to G5, which indicates a decrease in kidney function. This decrease in kidney function was slightly more detected in male patients (76.1%) compared to female patients (74.4%). Type 2 Diabetes Mellitus patients at ODSK Hospital, North Sulawesi Province, have high urea levels and the majority have decreased eGFR values.

Internet use in Indonesia is highest among adolescents aged 15 to 19 years. Internet use can have a negative impact if users do not use social media appropriately, such as cyberbullying behavior. One of the impacts of cyberbullying is self injury. This study aims to determine the relationship between cyberbullying and self injury in adolescents. Methods: This studyused a descriptive descriptive correlation design with a cross sectional approach. Respondents in the study amounted to 233students of SMAN 9 Pekanbaru with sampling techniques using stratified random sampling. Cyberbullying was measured using The Cyber Victim And Bullying Scale (CVBS) questionnaire, and self injury was measured using the Self Harm Inventory (SHI). Data were analyzed using chi-square. Results: The majority adolescents have experienced cyberbullying actions moderate 153 (65.7%) and majority adolescents have experienced mild self injury 161 respondents (69.1%). Chi square analysis showed a significant relationship between cyberbullying and self injury (p = 0.000). Conclusion: There is a significant relationship between cyberbullying and self injury in adolescents. Increasing positive activities for self-development can reduce the effects of cyberbullying such as self injury.

Introduction: Dengue Hemorrhagic Fever (DHF) is a serious disease transmitted by the aedes aegypti mosquito. Dengue Hemorrhagic Fever (DHF) is an infectious disease transmitted through the bite of the Aedes aegypti mosquito and is still a public health problem. The high incidence of dengue fever is often caused by a lack of knowledge, attitudes, and actions of the community in carrying out appropriate prevention efforts. The goal is to identify the picture of community behavior in dengue prevention, including aspects of knowledge, attitudes, and actions. Method: was a quantitative descriptive with 100 respondents selected by random sampling in East Sidomulyo Village, Marpoyan Damai. Data were collected through questionnaires and analyzed univariately. Results: The variables of community behavior were obtained in the knowledge of most of the people who were low as many as 52 respondents (52%), most of the people's attitudes were obtained negative attitudes as many as 77 respondents (77%), the actions of the community mostly had less actions with the number of 59 respondents (59%), and the behavior of the community was relatively low. Conclusions and Suggestions: This study shows that the majority of the people of East Sidomulyo Village have lacking knowledge, attitudes, and actions in the prevention of dengue. Low preventive behavior is caused by a lack of knowledge and concern. Intensive, community based education is needed to raise awareness and preventive measures in an ongoing manner.

The increasing use of digital devices among adolescents raises concerns regarding eye health, particularly myopia. Non-ergonomic postures, such as using gadgets in a lying position, may increase accommodative stress on the eyes and contribute to visual impairment. To analyze the association between the duration and viewing distance of gadget use in a lying position and the occurrence of myopia among eighth-grade students at SMPN 119 Central Jakarta. An observational analytic study with a cross-sectional design was conducted involving 74 eighth-grade students. Data on gadget use habits, including duration and viewing distance, were collected using a structured questionnaire. Visual acuity was assessed using a Snellen chart. Bivariate analysis was performed using the Chi-square test with a significance level of p < 0.05. Decreased visual acuity was found in 62.2% of respondents. There was no significant association between viewing distance and myopia (p = 0.080). However, a significant association was identified between gadget use duration exceeding two hours per day and the occurrence of myopia (p = 0.002). The duration of gadget use in a lying position was significantly associated with myopia, whereas viewing distance was not. Limiting the duration of gadget use may help prevent visual impairment among adolescents.

Radiographic examination of the wrist plays a crucial role in diagnosing fractures, particularly in traumatic cases, and requires precise projection selection, proper immobilization, and adequate radiation protection to obtain high-quality diagnostic images. In theory, wrist radiography commonly includes anteroposterior (AP) and lateral projections; however, observations at the Radiology Installation of RSU PKU Muhammadiyah Delanggu showed that fracture examinations are generally limited to posteroanterior (PA) and lateral projections. This difference highlights a gap between theoretical recommendations and clinical practice, as several references emphasize the importance of projection variation to enhance diagnostic accuracy. This study aimed to describe the wrist joint radiographic examination procedures for fracture cases at RSU PKU Muhammadiyah Delanggu and to examine the immobilization techniques applied during the procedure. A descriptive qualitative design with a case study approach was used, conducted from May to June 2025. The subjects included three radiographers, while the object of study was wrist radiography in fracture cases. Data were obtained through direct observation, interviews, and documentation, and analyzed descriptively. The findings showed that PA and lateral projections were consistently used, with immobilization achieved using sandbags and foam pads to ensure stability and minimize motion artifacts. Radiation protection was implemented through lead aprons, collimation, and appropriate exposure adjustments. Overall, the procedures followed established radiography guidelines, particularly the Bontrager standard, ensuring both diagnostic quality and patient safety.

Sindrom metabolik merupakan isu kesehatan yang semakin menonjol di Indonesia, dengan prevalensi mencapai 21,66% dan angka lebih tinggi pada populasi urban. Literasi gizi, sebagai kapasitas individu untuk memahami dan menerapkan informasi nutrisi, dipandang berperan penting dalam mengarahkan perilaku makan serta memengaruhi status metabolik. Namun, pada komunitas adat seperti masyarakat Badui, struktur sosial-budaya dan pola hidup tradisional dapat menciptakan dinamika yang berbeda dibandingkan populasi umum. Penelitian ini bertujuan menganalisis hubungan antara tingkat literasi gizi dan parameter kesehatan metabolik pada masyarakat Badui Luar. Studi observasional dengan desain potong lintang ini melibatkan 41 responden dewasa. Literasi gizi diukur menggunakan kuesioner terstandar, sedangkan parameter metabolik meliputi lingkar perut, tekanan darah, kadar glukosa darah puasa, trigliserida, dan HDL yang diperiksa menggunakan metode klinis sederhana. Analisis korelasi Pearson digunakan untuk menilai hubungan antarvariabel. Hasil penelitian menunjukkan bahwa literasi gizi berada pada kategori cukup baik (123,73 ± 7,89), namun tidak berhubungan signifikan dengan seluruh parameter metabolik (r –0,218 hingga 0,241; p>0,05). Pola ini mengindikasikan bahwa faktor budaya, aktivitas fisik agraris, serta pola konsumsi tradisional kemungkinan berperan lebih dominan dalam membentuk profil metabolik masyarakat Badui dibandingkan literasi gizi formal.