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Bastianus Alfian Juatmadja; Hosizah Markam; Natsir Nugroho

International Journal of Economics, Management and Accounting 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The implementation of Electronic Medical Records (EMR) has become an important element in improving healthcare service quality, efficiency, and patient safety in hospitals. However, the benefits of EMR depend not only on system availability but also on the quality of the information provided and how actively the system is used by healthcare professionals. This study aims to analyze the influence of electronic medical record content and perceived ease of use on the net benefits of EMR, with actual system use acting as an intervening variable. The research applied a quantitative approach with a cross-sectional design conducted at RSM Hospital. The population consisted of all general practitioners and specialist doctors working at the hospital, totaling 51 respondents, and the study used a total sampling technique. Data were collected through structured questionnaires measured using a Likert scale and analyzed using the Structural Equation Modeling–Partial Least Squares (SEM-PLS) method. The results show that EMR content and perceived ease of use significantly influence the net benefits of EMR. Both variables also significantly affect the actual use of the system, while actual use significantly influences the benefits obtained. Furthermore, actual use mediates the relationship between EMR content, ease of use, and net benefits, indicating that better information quality and usability can encourage greater system utilization and maximize the advantages of EMR implementation.

Sandi Malik Fajar Jojang; Ernawati Ernawati; Dara Fitriani

Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika 2026 Asosiasi Riset Ilmu Teknik Indonesia

The increase in the number of elderly residents demands the provision of residential facilities that not only meet physical needs, but also support the psychological and social well-being of their users. This study aims to formulate the concept of behavioral architecture-based nursing home design by focusing on the relationship between elderly activity patterns, privacy levels, and spatial relationships of space in the local context of Indonesia. This study uses a qualitative-descriptive approach in the framework of architectural design, with data collection through observation of elderly activities, site analysis, and documentation studies. Activity data was analyzed to identify space needs and usage patterns, then synthesized with site characteristics to formulate the concepts of zoning, circulation, and behavior-based spatial relationships. The results of the study show that the activities of the elderly form a layered behavioral structure, including residential and health activities as primary needs as well as social, productive, and educational activities as support for psychosocial welfare. Hierarchically arranged space zoning based on privacy levels has been proven to improve the readability of the space, sense of security, and comfort of the elderly. The integration of green open spaces as part of the activity system also strengthens support for light physical activity and social interaction. This study confirms that the application of behavioral architecture allows the translation of data on elderly behavior and site conditions into a contextual, humanist, and quality-of-life-oriented design concept. These findings provide practical implications for designers and policymakers in the development of sustainable elderly housing.

Rifki Rifki

Jurnal Ilmu Kesehatan Umum, Psikolog, Keperawatan dan Kebidanan 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Law Number 17 of 2023 concerning Health (the 2023 Health Law) serves as a fundamental regulation governing various aspects of health services in Indonesia, including the operations of private hospitals. For private hospitals whose shares are listed on the Indonesia Stock Exchange (IDX), the implementation of the 2023 Health Law has brought significant changes in both legal and operational dimensions. This study aims to examine the legal aspects of implementing the 2023 Health Law on the operations of IDX-listed private hospitals. Employing a normative legal research method with statutory and conceptual approaches, this study analyzes relevant regulations and doctrines. The results indicate that the 2023 Health Law expands the scope of hospitals' legal liability, comprehensively regulates the obligations and rights of both hospitals and patients, and imposes stricter sanctions for violations. Furthermore, the implementation of this regulation impacts the business and financial aspects of listed private hospitals, including expansion opportunities, shifts in cost structures, and stock market responses. However, challenges remain in its application, such as diverse interpretations of certain provisions and hospitals' readiness to comply with the established requirements.

Shoofy Jasmine; Muhammad Yusuf; Fikry Prastya Syahputra

Populer: Jurnal Penelitian Mahasiswa 2026 Universitas Maritim AMNI Semarang

This study investigated the logical function of clause complexes in two selected English nursery tales, Jack the Giant Killer and Jack and the Beanstalk, using Halliday’s Systemic Functional Linguistics (SFL) framework. The research focuses on the realization of clause interpendency through the taxis system (parataxis, hypotaxis, and taxis combination) and logico-semantic relations (elaboration, extension, enhancement, idea and locution). The method employed is qualitative content analysis based on Krippendorf involving processes such as unitizing, sampling, coding, reducing, interpreting, and narrating. From 1,048 clauses analyzed, 341 wereidentified as clause complexes. The findings show that enhancement is the most dominant logico-semantic relation (164 cases), followed by extension (123 cases), elaboration (100 cases), locution (57 cases), andidea (22 cases). The findings show that paratxis is the most dominant taxis in selected English nursery tales. While hypotaxis relations mostly realized in enhancement, while extension appeared dominantly in parataxis. These results reveal that although nursery tales are intended for children, they often employ complex grammatical structure, therefore, balancing narrative engagement and linguistic accessibility is crucial to support children’s language development and reading comprehension.

Muhammad Ali Imran; Nurasia Natsir

International Journal of Educational Research 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Code-switching has become increasingly prevalent in digital communication among Indonesian youth, reflecting complex sociolinguistic dynamics in multilingual contexts. This study investigates code-switching patterns in Indonesian digital native youth's computer-mediated communication (CMC), examining the linguistic structures, social functions, and motivations behind this phenomenon. A mixed-methods approach was employed, analyzing 2,500 social media posts from 150 Indonesian youth aged 18–25 across Instagram, Twitter, and WhatsApp. Quantitative content analysis identified code-switching frequency and patterns, while qualitative thematic analysis explored motivations and functions. Myers-Scotton's Matrix Language Frame model guided the structural analysis. Results revealed that 78.4% of participants engaged in code-switching, with Indonesian-English being the most common pattern (62.3%), followed by Indonesian-Regional Language (23.5%) and trilingual switching (14.2%). Intrasentential switching occurred in 54.7% of cases, while intersentential switching appeared in 31.8%. Five primary functions emerged: identity construction (32.1%), emphasis/intensification (26.4%), topic shifting (18.9%), humor/creativity (14.3%), and lexical gap-filling (8.3%). Code-switching in Indonesian digital communication represents a sophisticated linguistic practice driven by identity negotiation, expressive needs, and technological affordances rather than linguistic deficiency. These findings contribute to understanding multilingual CMC in Southeast Asian contexts and have implications for digital literacy education and language policy.

Fitriyani Fitriyani; Muhamad Nurhamdi

Pajak dan Manajemen Keuangan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to determine the effect of financial performance, capital structure, and company size on company value in healthcare companies listed on the Indonesia Stock Exchange (IDX) for the 2020-2024 period. This study uses an associative quantitative approach with secondary data obtained from the company's financial statements. The sample was determined using purposive sampling, resulting in 9 healthcare companies with 45 observations. Data analysis was performed using EViews 12. Panel data regression analysis was applied using the Random Effect Model (REM), selected based on the Chow test, the Hausman test, and the Lagrange multiplier test. Furthermore, classical assumption testing and hypothesis testing were carried out. The test results show that partially Financial Performance has a significant positive effect on Company Value with a calculated T value of 2.137061 > T table 2.01954 with a prob value of 0.0386 < 0.05, Capital Structure does not have a significant effect on Company Value with a calculated T value of 0.4770233 < T table 2.01954 with a prob value of 0.6407 > 0.05, Company Size has a significant positive effect on Company Value with a calculated T value of 2.134309 > T table 2.01954 with a prob value of 0.0388 < 0.05. Simultaneously, the three independent variables have a significant positive effect on Company Value with an Fcount value of 3.059588 > Ftable 2.83 with a prob value of 0.038758 < 0.05, with a contribution of 12.31% while the remaining 87.69% is influenced by other factors outside this study.

Wydia Artanti; Tanesa Yulyanda; Tyas Nur’aini; Lina Marlina; Ana Fauziya Diyana

Jurnal Nuansa : Publikasi Ilmu Manajemen dan Ekonomi Syariah 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Poverty remains a fundamental problem rooted in Indonesia's socio-economic structure, despite various mitigation schemes implemented by the government. As the country with the largest Muslim population in the world, Indonesia has enormous sharia-based public financial resources, where zakat should be positioned as a strategic means of wealth distribution. However, in reality, this instrument is often not optimally realised in national macroeconomic policy. This study aims to analyse Monzer Kahf's Islamic economic thinking on zakat and its relevance to poverty alleviation efforts in Indonesia. The research method used is qualitative with a library research approach through a systematic literature review of Monzer Kahf's fundamental works and various studies related to national zakat management, which are analysed descriptively and analytically to connect the theoretical framework with the socio-religious dynamics in Indonesia.  

Irba Muhlas Sambodo; Singgih Tiwut Atmojo; Aditya Nugraha; Trisna Al Hadji AT; Wahyu Setiyadi

Jurnal Pengabdian Masyarakat dan Transformasi Kesejahteraan 2026 Lembaga Pengembangan Kinerja Dosen

This community service activity aimed to strengthen business planning capacity among Tenaga Kerja Mandiri Lanjutan (TKML) in Kubu Raya Regency, West Kalimantan, where participants commonly face limitations in structured business planning that affect business sustainability. The activity applied a participatory mentoring approach through training, field visits, group discussions, and direct assistance tailored to the characteristics of each business. The program involved nine TKML groups designated by the Ministry of Manpower of the Republic of Indonesia. The results indicate that participants gained a clearer understanding of key business components, value creation processes, and internal strengths and weaknesses. The use of the Business Model Canvas supported participants in organizing business ideas, enhancing strategic thinking, and developing more structured and sustainable business plans. In addition, this activity reinforced the role of higher education institutions in supporting government initiatives on employment expansion through community service. Overall, the findings demonstrate that mentoring-based business planning is effective in improving TKML capacity and has the potential to be replicated in other regions to support independent workforce empowerment and job creation.

Septa Reni; Tjipto Rini; Sandra Dewi

International Journal of Entrepreneurship and Management 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Patient safety culture is an essential component in improving the quality of healthcare services and preventing medical errors in hospitals. However, the implementation of patient safety culture is often influenced by several organizational and individual factors, including situational awareness, availability of hospital infrastructure, and the balance between effort and rewards experienced by healthcare workers. This study aims to analyze the influence of situational awareness and hospital infrastructure on patient safety culture, with effort–reward imbalance acting as a mediating variable. The research was conducted at RSIA Tiara and involved healthcare workers as respondents. A quantitative approach with a cross-sectional design was applied in this study. Data were collected through structured questionnaires distributed to healthcare professionals and analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM). The results show that situational awareness has a significant positive effect on effort–reward imbalance and patient safety culture. Hospital infrastructure also significantly influences effort–reward imbalance and patient safety culture. Furthermore, effort–reward imbalance significantly affects patient safety culture and mediates the relationship between situational awareness, hospital infrastructure, and patient safety culture. These findings indicate that improving healthcare workers’ situational awareness and ensuring adequate hospital infrastructure can help reduce work imbalance and strengthen patient safety culture. In conclusion, hospital management should prioritize training programs to enhance situational awareness, improve supporting facilities, and implement fair reward systems to promote a sustainable and positive patient safety culture in healthcare organizations.

Edi Wakhyudin, Selsyah Saputri; Alifah, Farah Nur; Sirli Dwianda; Shabira Aisyah; Dhealinda Jasmine +6 more

Jurnal Hukum, Pendidikan dan Sosial Humaniora 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

This study aims to analyze the implementation of integrity and ethics among Civil Servants (ASN) in public service delivery at the 5 Ilir Subdistrict Office in Palembang City. The 5 Ilir area, which is located in an urban setting with high population density and dynamic socio-economic activities, requires subdistrict officials to provide fast, responsive, and citizen-oriented services. The study adopts a qualitative approach using purposive sampling, designating the Head of the Subdistrict as the key informant. Data were collected through semi-structured interviews, direct observation of administrative service processes, and document analysis. Data analysis was conducted using a descriptive qualitative method to identify practices, values, and mechanisms related to the enforcement of integrity and ethics in public services. The results indicate that the implementation of integrity and ethics at the 5 Ilir Subdistrict Office is reflected in transparent standard operating procedures, an open queuing system, routine briefings, internal and external supervision mechanisms, and responsive leadership in addressing community issues, including the resolution of social conflicts and flood mitigation. The existence of a legal aid post further strengthens public access to justice. The enforcement of integrity is not merely normative but is systematically implemented through regulations, organizational culture, and oversight mechanisms. This study recommends strengthening the digitalization of public services as a strategy to enhance transparency, accountability, and service quality at the subdistrict level.

Marhamah Marhamah; Annisa Zahra Putri; Dian Andriyani; Hanifah Rahma; Nabila Syafira

Publikasi Para ahli Bahasa dan Sastra Inggris 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study aims to investigate curriculum development strategies in five countries—Finland, Indonesia, the United States, Japan, and Singapore—through a qualitative library research approach. Curriculum reform has become a global priority in response to rapid technological advancement, globalization, and changing educational demands. This study reviews 50 scholarly sources, consisting of 10 references for each country, including journal articles, policy documents, and official government reports. The analysis focuses on key aspects of curriculum development, namely governance structure, curriculum orientation, teacher autonomy, assessment practices, and technology integration. The findings indicate that while all five countries emphasize competency-based learning and the integration of technology to improve learning quality, they differ significantly in curriculum governance, flexibility, and implementation strategies. Finland and the United States demonstrate higher levels of decentralization and teacher autonomy, whereas Indonesia, Japan, and Singapore apply more centralized curriculum systems. Common challenges identified include ensuring educational equity, enhancing teacher readiness, and adapting curricula to rapid societal and technological changes. This study contributes to a comparative understanding of international curriculum strategies and provides insights for improving curriculum design through evidence-based and technology-supported approaches.

Endang Triyani Kusuma Widyawati; Duta Liana; Kemala Rita Wahidi

International Journal of Entrepreneurship and Management 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The implementation of Patient Safety Goals remains a major challenge in hospital management, particularly in ensuring consistent compliance among nurses. This study aims to analyze the influence of nurses’ knowledge and motivation on the implementation of Patient Safety Goals, with clinical leadership positioned as a mediating variable. A quantitative cross-sectional design was employed in a general hospital in Jakarta, Indonesia. Data were collected from 119 nurses across inpatient, outpatient, emergency, and operating units using structured questionnaires. The data were analyzed using Structural Equation Modeling (SEM) with AMOS, supported by the Three-Box Method to assess the level of variable achievement. The results indicate that nurses’ knowledge and motivation have a significant direct effect on clinical leadership. Clinical leadership also demonstrates a significant positive effect on the implementation of Patient Safety Goals. Furthermore, clinical leadership plays a significant mediating role in the relationship between both nurses’ knowledge and motivation and the implementation of Patient Safety Goals. The model explains 76.67% of the variance in Patient Safety Goal implementation, highlighting the strategic role of clinical leadership in translating individual competencies into safe clinical practices. These findings contribute to healthcare management literature by reinforcing the importance of clinical leadership as an organizational mechanism that strengthens patient safety performance. From a managerial perspective, the study emphasizes that improving patient safety outcomes requires not only enhancing nurses’ knowledge and motivation, but also systematically developing clinical leadership competencies. Hospital management is encouraged to invest in leadership development programs, supportive supervision, and non-punitive incident reporting systems to ensure sustainable implementation of Patient Safety Goals.

Zulkifli Alamsah Sutanto

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Ki Hajar Dewantara is a figure in the world of education who is influential in Indonesia and made the date of his birth, namely May 2, a national education day and the father of education is Ki Hajar Dewantara. In his writings he indicated that with various kinds and ways of expressing ideas in accordance with the time and era and the objects he faced, all of Ki Hajar Dewantara's writings contained enthusiasm and breathed struggle. Thoughts about education have also been used until now, including in this case the existence of an independent campus or independent learning initiated by Nadiem Makarim. The purpose of this study was to find out Ki Hajar Dewantara's thoughts on citizenship education. This study uses a literature review study with the existence of data collection techniques using various books and sources in studying it. While the data analysis uses the critical appraisal method. So from this, researchers produce research on civics education based on structure, curriculum content, teachers and learning models in countries that have met education standards in the world, especially in civics education. The results of the study confirm that in Ki Hajar Dewantara's book there is an important point, namely when it is related to the flow in educational philosophy, namely liberalism that regarding tolerance, in Ki Hajar Dewantara's book can be found in education and teaching that is closely related to a particular stream of life, for example religion, belief Spirituality and others in public schools may only be given as "general knowledge" and in the basic principles which presumably can promote the development of character in general, so as a general ethnic, namely manners and decency.

Josafat Christopher; Nuri Kaerani Kamil; Selly Nuraini; Sri Mulyeni

Jurnal Hukum, Pendidikan dan Sosial Humaniora 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Learning English as a Foreign Language English as a Foreign Language still faces various linguistic and psychological challenges, both in school-age and adult learners, such as limited vocabulary mastery, pronunciation difficulties, and low confidence in the use of English orally. This condition is exacerbated by affective factors in the form of anxiety and fear of making mistakes. This article aims to examine the use of songs as a learning medium that is able to create a fun learning atmosphere, while improving learners' English skills. This study uses a descriptive qualitative approach with data collection techniques in the form of semi-structured interviews to explore learners' perceptions and experiences related to the effectiveness of songs in English language learning. Meanwhile, the data were analyzed thematically to identify patterns of learning experiences, especially in terms of vocabulary mastery, classroom atmosphere, and confidence level. The results showed that the integration of songs in English learning was highly motivating in the active involvement of learners. Where the repetition of lyrics combined with melodies helps to strengthen vocabulary retention in long-term memory, as well as facilitate the imitation of pronunciation, intonation, and rhythm of language naturally. At the same time, it creates a relaxed and fun learning atmosphere, thereby lowering psychological barriers as described in the Affective Filter Hypothesis. Thus, songs are an integrative learning medium that is effective in bridging the academic needs and emotional comfort of learners, and is relevant to support the development of listening and speaking skills in English learning across ages.

Ni Nyoman Tri Gitayani; Ni Luh Sutjiati Beratha; I Made Rajeg

International Journal of Multilingual Education and Applied Linguistics 2026 Asosiasi Periset Bahasa Sastra Indonesia

Sanskrit verbs constitute a compelling object within linguistic research because of their semantic and structural complexity, which has not yet been widely explored. A proper understanding of Sanskrit verb usage can help prevent errors, especially among Hindus who use the language in cultural or religious contexts. Therefore, this research aims at analyzing the structure and semantic role of Sanskrit event verbs through the Natural Semantic Metalanguage approach. The data sources were from three chapters of the Bhagavad Gita (Chapters IX, X, and XI). The data were gathered using documentation and systematic note-taking techniques, and subsequently analyzed through qualitative methods by implementing the Natural Semantic Metalanguage approach conducted by Wierzbicka, supported by the semantic macroroles theory by van Valin and Lapolla. From this research, five Sanskrit event verbs were found in those chapters, namely cyavanti “to fall down”, pravartate “to develop”, vepamānaḥ “to tremble”, abhivijvalanti “to blaze”, and pratapanti “burns”. Further analysis showed that these event verbs can be classified into MOVE and HAPPEN types. In addition, the semantic macroroles of the Sanskrit event verb arguments found can be identified in the form of AGENT, PATIENT, EXPERIENCER, SOURCE, and THEME.

Leonardo Purba; Masringgit Marwiyah Nst

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

This paper was written with the aim of analyzing the role of stevedoring workers (TKBM) in loading and unloading activities carried out by the Loading and Unloading Company (PBM) FT. Gelora Perkasa Belawan. In collecting data, the author utilized two approaches, namely field research and library research. Labor efficiency is a key factor in increasing operational productivity in the port sector, however, various problems are often found such as delays, low productivity, and work inefficiencies caused by weak monitoring and performance monitoring systems. In this study, a qualitative approach was used through field methods and library methods, on the operational activities of TKBM in the company. The results of the study indicate that the implementation of structured work and periodic evaluations can improve work discipline, accelerate loading and unloading times, and reduce operational costs. In addition, the role of management in providing constructive feedback and periodic training has also proven effective in supporting labor efficiency. Thus, optimizing the role of TKBM will have a direct impact on improving the performance of PBM PT. Gelora Perkasa Belawan, which ultimately contributes to the smooth flow of goods and economic growth in the Belawan port area.

Nur Haili; Sulistiyah Sulistiyah

Journal of Health Sciences, Public Health and Pharmacy 2026 International Forum of Researchers and Lecturers

Exclusive breastfeeding (EBF) is essential for infant growth and immunity during the first six months of life. Despite its benefits, many primiparous mothers face challenges in maintaining EBF due to lack of experience, stress, and insufficient support. Husband support has been identified as a crucial social factor that can influence a mother’s confidence and success in breastfeeding. This study aimed to examine the relationship between husband support and the success of exclusive breastfeeding among primiparous mothers in the Kalibaru Public Health Center area. A cross-sectional correlational design was employed, with 90 primiparous mothers selected through purposive sampling. Data were collected using structured questionnaires measuring husband support, including emotional, informational, and instrumental dimensions, and exclusive breastfeeding practice, following the World Health Organization (WHO) definition. Descriptive statistics summarized participants’ demographic characteristics and levels of support, while inferential analysis using the Chi-square test and Pearson correlation determined the association between husband support and EBF success. The results indicated that higher levels of husband support were significantly associated with successful exclusive breastfeeding among primiparous mothers (p < 0.05). Among the types of support, emotional and informational support were particularly influential in enhancing maternal confidence and overcoming breastfeeding challenges. These findings suggest that encouraging husband involvement through prenatal education, counseling, and family-based interventions can improve EBF rates. In conclusion, husband support plays a vital role in the successful practice of exclusive breastfeeding among first-time mothers. Health programs should actively involve fathers to provide emotional, informational, and practical support, thereby promoting optimal breastfeeding outcomes and infant health in the community.

Afidah Nur Aslamah; Ghina Khalisa; Adin Nur Rahman

Jurnal Inovasi Ekonomi Syariah dan Akuntansi 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study is developed as a conceptual paper that analyzes halal marketing practices through a maqashid shariah lens across three operational domains: digital marketing, customer service and business administration. The paper is motivated by recent developments in the global halal economy, the stronger linkage between halal assurance, governance quality and digital transparency, and Indonesia's policy acceleration toward mandatory halal implementation in October 2026. Methodologically, the study uses a structured literature review and conceptual synthesis of international reputable journals and relevant Indonesian journals, complemented by policy and industry reports. The analysis maps prior findings into maqashid dimensions (protection of religion, life, intellect, wealth and dignity) and translates them into practical indicators of honesty, transparency, fairness, consumer protection and procedural reliability. The paper argues that credible halal marketing depends not only on promotional messages but also on service conduct and disciplined administrative governance. It contributes a conceptual framework and practical propositions for evaluating halal marketing practices in MSMEs and service businesses.

Muhammad Rizki Fadil; Yulia Sofiatin; Hanna Goenawan

Jurnal Ilmu Kesehatan 2026 Lembaga Pengembangan Kinerja Dosen

Hypertension contributes to numerous complications such as heart disease, stroke, kidney failure, and is a risk factor of disability and death. Hypertension Prevalence in Jatinangor is 37.8%, that is higher than national rate. The control of hypertension is low and the education at the primary health facility is short. Therefore, another buffer system for education such as posbindu is needed. Activities that educate people with hypertension become very important, but need to be adjusted as needs. Aim of this study is to determine form and intensity of education preferred by hypertension patients Method: Qualitative descriptive with case study approach using focused group discussion (FGD) method, led by main moderator and assisted by a second moderator. Participants consisted of 15 people with hypertension chosen purposively with the inclusion criterias female and parallel to the research objective. The discussion used semi-structured questions. This study is conducted in two villages in Jatinangor, Desa Cipacing and Desa Cilayung from February to May 2017. Results: Participants wanted education in the form of traditional learning, game simulation, written notes, and video recording. The intensity of education preferred until patients understand, it tends to be performed more than once, and preferred place are performed within Posyandu (Integrated Health and Nutrition Post) with education frequency varies from once a week to once a month. Conclusion: Hypertension patients have variable preference of education forms and its intensity. Innovations in the development of methods in accordance with hypertension patients’ needs must be continued, so that interventions can become more effective for hypertension patients.

Pratama, Firman; Dahil, Irlon; Dien, Marion Erwin; Lase, Dewantoro

Journal of Information Technology and Computer Science 2026 International Forum of Researchers and Lecturers

Explainable artificial intelligence (XAI) has become a critical requirement in cybersecurity due to the high-stakes nature of security decision-making and the limitations of black-box learning models. This study investigates the construction of an explainable cybersecurity knowledge representation by leveraging standardized terminology from the NIST cybersecurity glossary. The primary problem addressed is the lack of transparent and semantically grounded reasoning mechanisms in existing AI-driven cybersecurity systems, which limits trust, accountability, and analyst adoption. To address this challenge, we propose a NIST-based semantic knowledge graph that embeds explainability directly into its ontology structure and reasoning process. The proposed framework systematically extracts definitional entities and relations from NIST glossary entries to construct a domain ontology and a multi-relational knowledge graph. A rule-based semantic relation extraction method is employed to ensure faithful, interpretable, and reproducible reasoning paths. The resulting knowledge graph contains over 3,000 cybersecurity concepts and approximately 27,000 semantic relations, covering hierarchical, associative, dependency, and mitigation semantics. Experimental evaluation demonstrates that the proposed approach achieves a high level of explainability, with 92.4% of reasoning outcomes being fully traceable and only 1.4% classified as non-traceable. Most explainable reasoning paths are limited to two or three hops, indicating an effective balance between inferential depth and human interpretability. Structural analysis further confirms the presence of meaningful hub concepts that support multi-hop semantic inference. These results confirm that ontology-driven, standard-based knowledge graphs provide a robust foundation for explainable cybersecurity intelligence. The study concludes that explainability-by-design, grounded in authoritative standards, offers a viable and trustworthy alternative to opaque AI models for cybersecurity applications.