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Yolanda, Steviani; Ramadhan, Dede

Nexus: Journal of Cross-Disciplinary Insights 2026 Yayasan Penelitian dan Pengabdian Masyarakat Sisi Indonesia

Tomato (Solanum lycopersicum) is an economically important crop whose productivity is increasingly constrained by drought stress under changing climatic conditions. Conventional breeding for drought tolerance is often slow because this trait is quantitatively inherited and strongly influenced by environmental factors. Molecular markers, particularly Simple Sequence Repeats (SSRs), have become valuable tools for improving selection efficiency and accelerating breeding progress. This review examines the role of SSR markers in the development of drought-tolerant tomato cultivars. The physiological, biochemical, and molecular responses of tomato to drought stress, including growth reduction, photosynthetic impairment, osmotic adjustment, hormonal regulation, and oxidative stress responses, are briefly discussed. The genetic characteristics of SSR markers, including their high polymorphism, co-dominant inheritance, and multi-allelic nature, are highlighted as key advantages for genetic analysis and breeding applications. Furthermore, the review synthesizes recent findings on the use of SSR markers for genetic diversity assessment, Quantitative Trait Loci (QTL) mapping, and identification of genomic regions associated with drought-related traits such as relative water content, chlorophyll stability, root architecture, and proline accumulation. The application of SSRs in Marker-Assisted Selection (MAS), including marker-assisted backcrossing and QTL pyramiding, is also discussed. Finally, the review evaluates the continuing relevance of SSR markers in the genomic era, emphasizing their complementary role alongside Single Nucleotide Polymorphism (SNP) markers, Genome-Wide Association Studies (GWAS), and Genomic Selection (GS). Integrating SSR-based approaches with modern genomic tools offers a promising strategy for developing climate-resilient tomato cultivars and enhancing future food security.

Oki Iqbal Khair; Ahmad Rahadian Danan Nugraha; Irma Fatmawati; Aysha Putri Irawan; Via Aulia Zahra +3 more

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to systematically analyze the implementation of severance pay policy as a manifestation of post-employment compensation and its profound impact on the harmony of industrial relations within the regulatory framework of the Omnibus Law in Indonesia. Utilizing a Systematic Literature Review (SLR) methodology aligned with the PRISMA framework, this research comprehensively synthesizes data from 25 selected academic articles encompassing human resource management, employment law, and organizational behavior. The findings reveal that the paradigm shift from the previous labor regulations to the Omnibus Law framework has fundamentally altered the calculation mechanisms and statutory floors for severance pay. While these legislative adjustments are strategically designed to enhance organizational agility and mitigate financial distress for corporations, they have engendered substantial apprehension among the workforce regarding the degradation of normative rights. Consequently, this policy transformation presents a critical challenge to sustaining industrial harmony, frequently precipitating labor disputes, diminishing employee morale, and intensifying bipartite conflicts. This study recommends that human resource practitioners proactively develop transparent communication strategies and design complementary post-employment benefit architectures to restore distributive justice. Furthermore, policymakers are urged to institute robust oversight mechanisms to ensure equitable implementation and safeguard worker welfare without compromising long-term business sustainability.

Dian Mawarni

VitaMedica : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

The Society 5.0 era demands increased student health literacy as an essential competency. However, previous research has tended to focus only on the health education aspect and has not comprehensively examined the integration of technology-based health education management. Therefore, this study aims to analyze the effectiveness of technology-based health education management innovations and identify key factors influencing their successful implementation. This study used a mixed methods approach with a sequential explanatory design. Quantitative data were collected through a survey of 200 students, while qualitative data were obtained through in-depth interviews with 10 teachers and the principal. Quantitative data were analyzed using descriptive and inferential statistics, while qualitative data were analyzed using a thematic approach to strengthen the interpretation of the results. The results indicate that technology-based health education management innovations have a significant impact on improving student health literacy. Furthermore, it was found that successful implementation is influenced by five main factors: school institutional support, availability of technological infrastructure, teacher training, student motivation, and parental involvement. The novelty of this research lies in the integration of managerial and technological approaches in health education, tested through a mixed methods approach. These findings confirm that successful health literacy improvement is determined not only by the use of technology, but also by organizational readiness and multi-stakeholder collaboration. The implications of this research provide theoretical contributions to the development of technology-based health education management models and practical recommendations for educational institutions facing the challenges of Society 5.0.

Prasetyo, Hanggo Titis; Fitro Nur Hakim

JURNAL ILMIAH KOMPUTER GRAFIS 2026 UNIVERSITAS STEKOM

The tourism industry faced hyper-competition wherevisual identity became a vital asset, particularly ondigital platforms. Mbarep Tour and Travel struggledwith disintegrated visual management, resulting in alow engagement rate of 1.34 percent and significantinconsistencies in typography (70 percent). Thisresearch aimed to design an Integrated VisualIdentity System as a strategic solution for branddifferentiation. The Research and Developmentmethod was employed using a hybrid workflow thatintegrated CorelDRAW for vector precision, Geminiartificial intelligence for mascot three-dimensionalenhancement, and Canva for operational templates.The outcome was a comprehensive identity system,including refined logos, standardized typography,and a brand mascot, all codified in a GraphicStandard Manual. Post-implementation resultsshowed 100 percent effectiveness in resolving visualinconsistencies and increased the engagement rate to1.79 percent. This system successfully transformedthe brand into a more professional and competitiveentity.

Cynthia Cynthia; Ahmad Syari; M. Fatchurahman

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

This study aims to analyze the implementation of Dayak local wisdom values in the Merdeka Curriculum at public elementary schools in Pulang Pisau Regency, Central Kalimantan. Dayak local wisdom, which encompasses values such as mutual cooperation, solidarity, tolerance, environmental awareness, and respect for cultural traditions, plays a significant role in shaping students' character amid the challenges of globalization and the disruptive era. This research employs a qualitative approach using a case study method. The research participants include school principals, teachers, students, and educational stakeholders from several public elementary schools in Pulang Pisau Regency. Data are collected through observations, in-depth interviews, documentation, and literature reviews. Data analysis is conducted using an interactive model consisting of data reduction, data display, and conclusion drawing. The findings are expected to provide a comprehensive description of how Dayak local wisdom values are integrated into the planning, implementation, and evaluation of learning activities within the Merdeka Curriculum framework. Furthermore, the study seeks to identify supporting and inhibiting factors affecting the implementation of local wisdom in educational practices and to formulate strategic recommendations for strengthening character education and preserving local culture in elementary schools. The results are expected to serve as a reference for educational policy development that promotes cultural preservation and enhances the quality of learning in accordance with the socio-cultural context of local communities.

Abd Adim; M. F. Hidayatullah; Abdul Wadud Nafis

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Islamic boarding schools (pesantren) are no longer viewed solely as religious educational institutions but also as socio-economic entities that play a strategic role in community empowerment and the development of the Islamic economy. The emergence of various pesantren business units, including Islamic cooperatives, Islamic microfinance institutions, agribusinesses, and service enterprises, reflects the transformation of pesantren into productive and economically independent institutions. However, many pesantren continue to face challenges in achieving economic sustainability, including weak governance systems, limited managerial professionalism, inadequate human resources, and excessive dependence on charismatic leadership. This study aims to develop a conceptual model of pesantren business governance based on Islamic governance principles to achieve institutional economic sustainability. Using a qualitative approach and library research method, this study analyzes relevant literature on pesantren economics, Islamic governance, sustainability, and risk management. The findings indicate that sustainable pesantren economic development requires the integration of Islamic governance values, namely amanah (trustworthiness), transparency, justice, and maslahah (public benefit), with modern management systems and comprehensive risk management practices. The study proposes a conceptual governance framework linking pesantren resources, sharia governance, professional management, and risk mitigation as key determinants of economic independence and institutional sustainability. This framework is expected to provide strategic guidance for strengthening pesantren-based economic development in a sustainable and socially beneficial manner.

Azizah, Irma Nur; Deviani Dini Nurcahyani; Rafika Meilia Sari

Jurnal Kajian dan Penalaran Ilmu Manajemen 2026 CV. Aksara Global Akademia

Changes in labor regulations through the Job Creation Law have brought significant changes to the employment system in Indonesia, particularly in terms of labor flexibility. This study aims to analyze labor flexibility after the implementation of the Job Creation Law from the perspective of Human Resource Management (HRM). The research method used is a qualitative approach through a literature study with thematic analysis of 16 scientific journals, books, and regulations related to labor flexibility and strategic Human Resource Management (HRM) practices. The results show that labor flexibility has positive impacts on companies in improving operational efficiency, productivity, and adaptability to market changes. However, on the other hand, such flexibility also creates several challenges, including job uncertainty, decreased job security, and reduced protection for contract and outsourced workers. From the HRM perspective, companies are required to create a balance between business interests and labor protection in order to maintain harmonious industrial relations. This study is expected to provide a more comprehensive understanding of labor flexibility as part of human resource management strategies in the post-labor deregulation era in Indonesia.

Dewi Afriyani Putri Siregar; Hataya Zalfa; Jheny Ferlisya Syahara; Ananda Arumbinang; Hoktaviandri Hoktaviandri

Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa dan Ilmu Sosial 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This article examines the relationship between Islam and the local traditions of the Minangkabau community in West Sumatra, Indonesia. The focus covers three main issues: the historical process of Islamization, the philosophy of Adat Basandi Syarak, Syarak Basandi Kitabullah (ABS-SBK), and the coexistence of the matrilineal kinship system with Islamic inheritance law. Using a qualitative approach through systematic literature review of peer-reviewed journals published between 2020 and 2025, the study synthesizes findings from multiple academic sources. The results reveal that Islam entered Minangkabau gradually through trade and the surau educational institution, rather than through forced conversion. The resulting ABS-SBK philosophy meaning customary law is grounded in Islamic law, which is grounded in the Quran serves as a comprehensive life guide integrating religious norms with adat practices. The matrilineal inheritance system (pusaka tinggi) coexists with Islamic inheritance law (faraid) through a functional distinction: communal ancestral property follows adat, while individually acquired property follows Islamic law. Contemporary challenges such as globalization, urbanization, and weakened institutional roles of adat leaders threaten the vitality of ABS-SBK, though cultural revitalization efforts show promising resilience. This study concludes that Minangkabau represents a unique model of Islam-culture integration in the Indonesian archipelago.

Nugroho, Santoso Tri; Winarsih, Hesti; Kurniasari, Putri; Nikmah, Nurul; Rizki, Nayla Kharismatul +4 more

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background:Tuberculosis remains a serious public health challenge in Indonesia, including in Pekalongan City, which sees an annual increase in cases. The still high number of TB cases and deaths each year indicates that the program being implemented is not yet fully effective, therefore requiring active community involvement, increased capacity of health workers, and closer cross-sector integration. Aims: This activity aims to provide comprehensive community nursing care through a promotive and preventive approach, with an emphasis on identifying risky behaviors, knowledge deficits, and non-adherence to TB treatment. Method: The methods used included community assessment, establishing a community nursing diagnosis, planning education-based interventions, implementing outreach and simulation activities, and evaluating outcomes. Results: The results of the activity indicated that most people have limited knowledge about TB prevention, and that risky behaviors and non-adherence to therapy persist. Interventions, including group outreach, interactive discussions, and education on the importance of medication adherence, demonstrated increased knowledge and healthier behavior changes. Conclution: The conclusion of this activity emphasized the importance of the active role of community nurses in reducing TB transmission rates through educational approaches, active surveillance, and cross-sector collaboration. Recommendations focused on strengthening ongoing education and the involvement of families and community health workers in early detection and monitoring of TB patient therapy.

Fanni, Aulizza Abdul; Kusumawardhani, Hapsari Ayu; Adielyani, Dea; KUSUMAWARDHANI, HAPSARI

Perigel: Jurnal Penyuluhan Masyarakat Indonesia 2026 Universitas 17 Agustus 1945 Semarang

The fishermen's community in Tapak Village, Tugurejo Subdistrict, Semarang faces persistent economic vulnerability driven by fluctuating income, low financial literacy, and exposure to illegal online lending and digital financial fraud. This community service program aimed to strengthen the economic resilience of fishermen's families through participatory financial literacy education. Using a participatory-interactive approach involving coastal community members, the program delivered comprehensive financial literacy training tailored to the needs of coastal communities. Program effectiveness was measured through pre-test and post-test instruments. Results showed significant improvements in participants' understanding of cash flow recording, ability to differentiate needs from wants, household budget planning, and capacity to identify illegal online lending characteristics. This program confirms that context-based participatory education is effective in enhancing the financial capacity and resilience of coastal communities.

Nadia Anatasya; Puti Alya; Indah Nabila Vandini

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze normatively and juridically whether students in private schools are entitled to free basic education based on the Constitutional Court Decision Number 3/PUU-XXII/2024. Prior to this decision, the phrase “without charging fees” in Article 34 paragraph (2) of Law Number 20 of 2003 on the National Education System was often interpreted narrowly, applying only to public schools. This interpretation created discrimination in access to education for students in private schools, particularly those from low-income families. This research employs a normative juridical method with a statute approach and case approach. Primary legal materials include the 1945 Constitution of the Republic of Indonesia, Law Number 20 of 2003 on the National Education System, and Constitutional Court Decision Number 3/PUU-XXII/2024. Secondary legal materials consist of relevant scholarly literature, books, and journals. The analysis reveals that the Constitutional Court declared Article 34 paragraph (2) of the National Education System Law conditionally unconstitutional. The phrase must be interpreted to mean that the Central and Regional Governments are obliged to guarantee the implementation of compulsory basic education without charging fees, both for educational units organized by the government (public schools) and by the community (private schools). Consequently, students in private schools have the right to obtain free basic education as a constitutional right. Private schools are still permitted to charge fees from financially capable parents, but they are obligated to provide financial relief or full fee waivers for students from economically disadvantaged families. This decision has significant juridical implications for national education financing policy, particularly the need to revise derivative regulations and allocate School Operational Assistance (BOS) and Regional BOS funds to eligible private schools. This study complements previous research, which was largely empirical and regional in scope, by providing a comprehensive national normative juridical analysis.

Andi Dita Kobayashi; Putri Dea Syahhira; Chelsha Christy Napitupulu

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze the discrepancy between regulations and social realities in fulfilling the right to education in Indonesia. Normatively, the state has established a strong legal framework to guarantee the right to education, as stipulated in the 1945 Constitution and various educational policies. However, in practice, there remains a significant gap between policy and actual conditions in society. This research employs a qualitative approach using a juridical-normative method combined with an empirical (sociological) approach. Data were collected through library research from various sources, including laws and regulations, academic journals, and reports from official institutions. The findings indicate that the discrepancy is reflected in three main aspects: unequal distribution of educational facilities, disparities in the quality of education, and the existence of children who have not accessed education. These issues are influenced by factors such as limited infrastructure, unequal distribution of teachers, geographical challenges, and socio-economic conditions. Therefore, it can be concluded that the fulfillment of the right to education in Indonesia has not been fully optimal due to ineffective and non-adaptive policy implementation. Hence, more comprehensive and contextual efforts are required to achieve an equitable, inclusive, and accessible education system for all.

Vina Rosalinda; Sabar Podu; Amri Amri

Child support rights after divorce constitute a fundamental right that must be protected to ensure children's welfare and development. However, many children do not receive adequate financial support because parents, particularly fathers, fail to fulfill their obligations after divorce. This study aims to analyze the legal regulation of child support rights after divorce and examine the legal protection available when these rights are neglected. The research employs normative legal research using statutory and conceptual approaches. Legal materials were collected through library research, including legislation, legal literature, scholarly journals, and relevant court decisions. The findings show that Indonesian law provides a comprehensive legal framework through the Marriage Law, the Child Protection Law, and the Compilation of Islamic Law, all of which affirm that divorce does not terminate parental responsibilities. Under Islamic law, the obligation to provide child support remains with the father. Legal protection is available through civil and criminal mechanisms, including enforcement claims and criminal liability for child abandonment. However, weak law enforcement, limited supervision of court decisions, and low legal awareness continue to hinder effective protection. Strengthening enforcement, increasing legal awareness, and enhancing state involvement are essential to ensure the fulfillment of child support rights after divorce.

Naufal Akbar; Aniq Saeful Rosyad; Adit Munandar; Linda Amelia; Hikmatullah Hikmatullah

Within the framework of Islamic family law (fiqh munakahat), the issue of nusyuz plays a significant role, as it is closely related to maintaining harmony and stability in the marital relationship. Generally, nusyuz is often defined as a form of a wife’s disobedience toward her husband. However, Islamic jurisprudence acknowledges that nusyuz can also be committed by a husband if he fails to fulfill the rights, responsibilities, and obligations he owes to his wife, in accordance with the principles of Sharia. This study aims to provide a comprehensive analysis of the concept of nusyuz in the context of family life, from the perspective of fiqh munakahat. The discussion covers the meaning and characteristics of nusyuz, its legal basis in Islamic sources, the factors contributing to its emergence, its various manifestations in married life, its implications for family relationships, and existing methods for addressing this issue. This study employs a literature review method supported by a descriptive qualitative approach, drawing on relevant literature from classical and contemporary Islamic legal sources. The results indicate that resolving issues of nusyuz should be approached through a gradual and constructive process, including counseling, dialogue, mediation, consultation, and reconciliation. These steps aim to restore mutual understanding and strengthen family unity. Therefore, raising awareness of each spouse’s rights and obligations is crucial to preventing nusyuz and creating a household filled with peace, love, mutual respect, and intimacy.

Nurhaswinda Nurhaswinda; Yuli Mariana Br Regar; Nabila Okidwi Ramadhani. S; Marsha Angelia Anjani; Herdiana Suryani +3 more

Jurnal Arjuna : Publikasi Ilmu Pendidikan, Bahasa dan Matematika 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

The rapid advancement of digital technology has significantly transformed various aspects of human life, including the education sector. In the Society 5.0 era, educational institutions are expected to integrate digital technologies into learning processes to develop adaptive, innovative, and globally competitive human resources. This study aims to analyze digital technology-based learning innovations in improving educational quality, identify their potential benefits, and examine the challenges and strategies for optimizing their implementation. This research employed a qualitative descriptive approach through a literature review by analyzing relevant academic sources, including scholarly journals, books, conference proceedings, and other scientific publications. The findings indicate that digital learning innovations are implemented through the utilization of Learning Management Systems (LMS), Artificial Intelligence (AI), Augmented Reality (AR), Virtual Reality (VR), interactive learning media, blended learning, and flipped classroom models. These technologies contribute to enhancing learning effectiveness, expanding educational accessibility, increasing student motivation and engagement, and fostering essential twenty-first-century competencies. Nevertheless, several challenges remain, including digital inequality, inadequate technological infrastructure, limited digital competencies among educators, and concerns related to digital ethics and cybersecurity. Therefore, effective implementation requires comprehensive strategies, such as strengthening teachers' digital competencies, improving educational infrastructure, developing adaptive curricula, integrating innovative learning media, and promoting digital literacy and ethical awareness. These efforts are expected to support the development of a more adaptive, inclusive, and high-quality education system that aligns with the demands of the Society 5.0 era.

Nauroh Nurhumaida; Sinta Nuraini; Dhea Andaresta

Tabsyir: Jurnal Dakwah dan Sosial Humaniora 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to describe the implementation of Islamic school culture in shaping the religious character of students at SMK Islam Insan Mulia. The research employed a descriptive qualitative approach based on interview transcripts with three students from different vocational programs, namely Mechanical Engineering, Accounting, and Culinary Arts. Data were analyzed through data condensation, thematic coding, data presentation, and interpretive conclusion drawing to obtain a comprehensive understanding of students’ experiences. The findings indicate that Islamic school culture is implemented through religious routines, student discipline, teacher guidance, ethical vocational learning, and the development of a clean and orderly school environment. These practices contribute to the formation of religious character, which is reflected in students’ worship awareness, moral responsibility, honesty in learning, discipline, cooperation, and future orientation. The study also identified several challenges, including limited student independence, peer dependence in group assignments, and the gradual development of facilities in a new vocational program. These findings suggest that Islamic school culture needs to be managed consistently through habituation, teacher role modeling, continuous monitoring, and integration with vocational competencies. The study implies that strengthening Islamic school culture can support both religious character formation and vocational readiness among students.

Willi Holis; Ida Wahyuni; Ahmad Zaini Arif

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Stigma toward people with mental disorders affects not only individuals living with mental illness but also the psychological well-being of family members who serve as their primary caregivers. Families often experience social rejection, discrimination, and negative stereotypes, which increase emotional and psychological burdens while reducing the quality of care they provide. This study aimed to explore the impact of stigma on the psychological well-being of families caring for people with mental disorders in Pamekasan Regency. A qualitative study using a phenomenological approach was conducted involving 11 participants selected through purposive sampling. Data were collected through in-depth interviews and analyzed using thematic analysis to identify participants' lived experiences. The findings revealed one overarching theme, namely the negative impact of stigma, which consisted of three categories: effects on family members, family relationships, and patients. Stigma generated feelings of sadness, anxiety, psychological distress, sleep disturbances, social withdrawal, family conflicts, and changes in family interactions with patients. These experiences negatively influenced caregivers’ emotional well-being and their ability to provide optimal support for family members with mental disorders. The study concludes that stigma has a substantial adverse impact on the psychological well-being of family caregivers and the quality of care provided to people with mental disorders. Therefore, comprehensive interventions focusing on stigma reduction, community education, and strengthening psychosocial support systems are essential to improve family resilience and promote better mental health outcomes.

Sumernawati, Ni Wayan Dewi; Suarniti, Ni Wayan; Darmapatni, Made Widhi Gunapria

Bali Health Published Journal (BHPJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: Breastfeeding is a valuable experience for both mother and infant, enhancing cognitive development, immunity, and emotional bonding. However, exclusive breastfeeding coverage remains suboptimal, partly due to inadequate breastfeeding technique skills among mothers. Objective: This study aims to analyze the differences in breastfeeding technique skills among pregnant women before and after a video-based educational intervention at the Gema Santi Nusa Penida Regional General Hospital, Klungkung Regency. Methods: This study utilized a pre-experimental design with a one-group pretest-posttest approach. The population consisted of 160 pregnant women visiting the Gema Santi Nusa Penida Regional General Hospital from March to April 2025. A sample of 32 pregnant women was determined using a comparative analysis sample size formula and selected via purposive sampling. Primary data were collected through observation using a validated and reliable breastfeeding technique skill checklist (calculated $r = 0.411 - 0.758 > 0.349$; Cronbach's alpha $= 0.757 > 0.6$). Results: The Shapiro-Wilk test indicated that the data were normally distributed, with values of 0.325 (pre-test) and 0.127 (post-test) $> 0.05$. The mean score for breastfeeding technique skills was 42.28 before the intervention and increased to 70.46 afterwards. The paired t-test demonstrated a significant difference in breastfeeding technique skills before and after the educational intervention ($p = 0.000 < 0.05$). Conclusion: Video media is highly effective in improving breastfeeding technique skills. Future initiatives should focus on developing more comprehensive video content to further enhance educational efficacy.

Duto Aryo Laksono Indrawan; Chaerul Anwar

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Flooding remains a recurrent hazard in the Special Capital Region of Jakarta (DKI Jakarta), causing substantial disruptions across multiple dimensions community life, including social well-being and economic activities. The availability of flood-related information through the Jakarta One Data Portal (Satu Data Jakarta) provides significant opportunities for broader data utilization; however, transforming such information into meaningful assessments regional vulnerability requires a systematic analytical approach to generate more comprehensive understanding of the conditions of individual urban villages (kelurahan). This study focuses on the classification areas based on the characteristics and impacts of flood events occurring throughout DKI Jakarta. The analysis utilizes flood event records from 2023 to 2025 and incorporates several indicators, including the number of flood occurrences, the number of affected neighborhood associations (RW), the number affected households, the number of affected residents, the number of evacuees, the number of evacuation sites, and floodwater depth. Data processing was conducted using the Knowledge Discovery in Databases (KDD) framework, encompassing data selection, cleaning and preprocessing, transformation, pattern exploration, result evaluation, and knowledge extraction. The findings demonstrate that three-cluster solution effectively captures variations in flood vulnerability levels, corresponding to low-, moderate-, and high-risk categories. A total of 96 urban villages were classified as low-risk, 27 as moderate-risk, and 46 as high-risk areas. The resulting clustering patterns provide a clearer spatial representation of flood-risk distribution across urban villages, thereby offering valuable insights for the development more targeted mitigation strategies, the prioritization of flood management interventions, and the enhancement of evidence-based decision-making processes in DKI Jakarta.

Yusniawati, Yustina Ni Putu; Putra, I Gde Agus Shuarsedana; Dari, Ni Putu Desy Ratna Wulan; Lewar, Emanuel Ileatan; Maharyawan, I Wayan Agus +3 more

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: The elderly are a vulnerable group requiring special attention, particularly regarding degenerative diseases like hypertension. In Melinggih Village, there are around 250 elderly residents, but participation in village activities is very low (only 57 are active). The main issues include limited information on degenerative diseases, a lack of skills in preparing traditional medicine, and weak cadre capacity in designing productive activities. Based on these conditions, this community service program (PKM) was implemented to improve the quality of life, health, independence, and productivity of the elderly, supporting the Indonesia Emas 2045 Vision and SDGs targets. Method: The research team partnered with the elderly group. Implemented solutions included education on degenerative diseases, training in making celery-based herbal drinks using Balinese local wisdom to lower hypertension, cadre mentoring, and elderly gymnastics. The program concluded with a comprehensive evaluation of participants' knowledge and skills. Results: Active activities were structured to increase elderly productivity: 1) Elderly gymnastics, educational activities, and active mentoring were conducted with the PKM team, cadres, and elderly in Melinggih Village regarding hypertension, resulting in increased knowledge and skills in managing elderly hypertension. 2) The elderly learned to make herbal drinks from celery. 3) Health cadres appeared active and collaborated well with the PKM team. Conclusion: Education on degenerative diseases, specifically hypertension, went well, successfully increasing cadres' and the elderly's understanding of their conditions to optimize health awareness. Training on traditional medicine preparation, specifically making celery drinks to lower hypertension, also progressed successfully.