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Mia Kusmiati

International Journal of Management Science and Entrepreneurship 2026 International Forum of Researchers and Lecturers

This research investigates the integration of Smart Production Systems (SPS) within the framework of Industry 5.0, emphasizing how such integration redefines operational efficiency and human–machine collaboration. The study aims to identify the contributions of smart technologies to productivity, sustainability, and human value in modern production systems. A Systematic Literature Review (SLR) was conducted following PRISMA guidelines, drawing from international databases including Elsevier, Springer, IEEE Xplore, Wiley, Taylor & Francis, ACM, and SAGE, as well as national sources. Publications from 2023–2025 were screened using keywords such as “Industry 5.0,” “Smart Production Systems,” “Human–Machine Collaboration,” and “Operational Efficiency.” Thematic analysis categorized findings into four dimensions: operational efficiency, human–machine collaboration, industrial sustainability, and socio-ethical aspects. Results indicate that SPS integration significantly enhances operational efficiency while fostering adaptive and creative collaboration between humans and machines. The combination of Artificial Intelligence (AI), Cyber-Physical Systems (CPS), and human creativity establishes a resilient, sustainable, and innovative production paradigm. Successful implementation of Industry 5.0 requires harmonizing technological advancement, human skills, and ethical principles. Practically, the study offers insights for industry stakeholders and policymakers in designing human-centered digital transformation strategies, strengthening supply chain resilience, workplace safety, and innovation. This research contributes conceptually by highlighting ethical and sustainable human–machine interactions in future production systems.

Nusdin Nusdin; Nahrum Nahrum; Alham Ananda P; Kurniati Kurniati

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

Early marriage is a social phenomenon that still frequently occurs in Indonesia and gives rise to various problems, both from the perspective of state law and socio-religious aspects. From the standpoint of state regulations, early marriage is considered a violation of statutory provisions, particularly the Marriage Law, which stipulates a minimum legal age for marriage in order to protect children's rights. This practice results in various negative impacts, including increased health risks for mothers and children, disruption of educational attainment, economic instability within families, as well as high rates of divorce and domestic violence. From the perspective of Islamic law, early marriage is not absolutely prohibited; however, Islam strongly emphasizes the principles of public welfare (maṣlaḥah), physical and mental readiness, and responsibility in establishing a household. Therefore, Islamic legal solutions to early marriage as a violation of state regulations can be implemented through the maqāṣid al-sharī‘ah approach, which aims to protect life, intellect, and lineage, as well as by supporting state regulations intended to safeguard the rights and welfare of children. Consequently, synergy between Islamic law and state law is essential in preventing early marriage and in creating a healthy and just family structure.

Eka Prastyo; Aminullah Aminullah

Jurnal Ilmu Komunikasi, Administrasi Publik dan Kebijakan Negara 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The development of e-Government has become a key strategy in modernizing public administration in various countries, including Australia and Indonesia. The application of information and communication technology in government administration aims to improve bureaucratic efficiency, the quality of public services, and realize the principles of good governance. This study aims to analyze and compare the development of public administration in the implementation of e-Government in Australia and Indonesia. The research method used is a qualitative approach with a literature review of relevant and accessible scientific journals, academic books, and policy documents. The results show that Australia has a higher level of e-Government maturity, characterized by good digital service integration, infrastructure readiness, and adequate human resource capacity. Meanwhile, Indonesia has shown significant progress through the implementation of the Electronic-Based Government System (SPBE), but still faces challenges such as infrastructure gaps, limited apparatus competency, and fragmented service systems. This research is expected to contribute concepts to the development of e-Government policies and public administration reform in Indonesia.  

Rafiq Rachman N. L. Lewonamang; Muhammad Shuhufi; Abdul Wahid Haddade

This study examines the influence of the MUI Fatwa Number 83 of 2023 concerning the Legal Ruling on Supporting the Palestinian Struggle on the purchasing interest in Israeli products among the Muslim community in Makassar City, from the perspective of Islamic economic law. The main issue addressed is the low level of public awareness and understanding of the fatwa, amid challenges in identifying products affiliated with Israel and the dominance of global consumer culture. Using a quantitative method within the framework of Islamic economic law, this research involved 156 respondents selected through purposive sampling and analyzed using a Likert scale questionnaire, validation and reliability tests, and regression techniques. The findings indicate that the MUI Fatwa Number 83 of 2023 has a positive and significant effect on purchasing interest (p = 0.000); however, the positive direction of the effect reveals a contradiction between the substance of the fatwa which calls for a boycott and the community’s consumption behavior, which continues to maintain an interest in Israeli-affiliated products. This condition reflects a weak awareness of Islamic economic law among the Muslim community in Makassar City. These findings underscore the need to strengthen education, socialization, and the provision of Sharia-compliant product alternatives to enhance the fatwa’s implementation. Thus, the study concludes that the effectiveness of the fatwa in influencing consumer behavior remains suboptimal and requires ongoing strategic support so that the principles of maslahah, hisbah, and Islamic consumption ethics can be realized in community economic practices.

Hari Mulia; Suca Rusdian; Junaedi Junaedi; Andri Muhamad Nuroni; Mia Kusmiati +4 more

International Journal of Management Science and Entrepreneurship 2026 International Forum of Researchers and Lecturers

This study analyzes the strategic role of quality-based marketing models in enhancing the competitiveness of kombucha products, with a specific focus on Rumah SCOBY DBA, produced by the Yayasan Dharma Bintang Akademia. By integrating Total Quality Management (TQM), Quality Assurance (QA), and Quality Control (QC), the research explores how quality-driven frameworks contribute to marketing effectiveness, consumer trust, brand positioning, and sustainable performance in the functional beverage industry. Employing a Systematic Literature Review (SLR) combined with conceptual analysis, the study systematically examined publications from 2015 to 2025 across leading academic databases, focusing on themes of quality management, functional beverage marketing, kombucha production, consumer behavior, and digital strategies. The findings reveal that product quality—characterized by fermentation stability, microbiological safety, and nutritional consistency—serves as the primary driver of consumer purchase intention. Process quality, through standardized SOPs, hygiene protocols, and traceability systems, reinforces credibility, while service quality, including transparent labeling, health education, and digital engagement, strengthens brand trust. Integrating TQM principles into marketing fosters consumer loyalty, differentiates brands in competitive markets, and supports long-term sustainability. This study provides practical guidance for producers, community-based enterprises, and policymakers to adopt quality-driven marketing models, offering a novel conceptual framework tailored to kombucha products and mapping future research directions in functional beverage innovation.

Aura Alviani Zahra; Nihayatus Sholichah; Dandy Patria W; Ika Devy Pramudiana

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

Sustainable tourism village development requires effective multi-party collaboration between government, private sector, and communities. This study aims to analyze the implementation of Collaborative Governance in the Bakti BCA Program as a reference for accelerating village tourism in Tuban Regency. The research method used is a qualitative approach with data collection techniques through in-depth interviews, observation, and document analysis at four assisted locations namely Bektiharjo Tourism Village, Kelapa Beach, Geger Tourism Village, and Sowan Beach. The results showed that the Bakti BCA Program has successfully implemented Collaborative Governance principles through inclusive multi-stakeholder involvement, formal and structured collaboration processes, consensus-based decision making, and shared value creation. The program had a significant positive impact with a 428% increase in total tourist visits, 559% growth in MSMEs, and 156% increase in community income during the 2021-2024 period. The collaboration between PT Bank Central Asia Tbk, Tuban Regency Government, and local communities can serve as a reference model for sustainable tourism village development in other regions with strengthening self-reliance strategies for long-term sustainability.

Mutia Fonna; Iryana Muhammad; Mursalin, Mursalin; Hayatun Nufus; Nur Elisyah

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

The implementation of the Merdeka Curriculum requires teachers to possess adequate competence in developing contextual and meaningful Madrasah Lesson Plans (RPM). One of the main challenges lies in teachers’ ability to integrate deep learning approaches into instructional planning. This community service program aimed to enhance the competence of teachers at SD IT Al-Markazul Islami in developing deep learning–based Merdeka Curriculum lesson plans. The program employed a structured and participatory approach through training and mentoring activities, including conceptual presentations, group discussions, and hands-on practice in lesson plan development. Evaluation was conducted using a competence questionnaire administered to 20 participating teachers in the pretest and posttest stages. The data were analyzed descriptively. The results indicated that teachers’ competence scores in the pretest ranged from 54 to 63, with a mean score of 58.7, which fell into the moderate category. Following the intervention, posttest scores increased to a range of 89–97, with a mean score of 92.9, categorized as high. The improvement in scores ranged from 33 to 35 points for each participant. These findings demonstrate that the training and mentoring activities were effective in enhancing teachers’ competence in developing lesson plans aligned with the principles of the Merdeka Curriculum and deep learning approaches.

Ambarwati, Septiana; Parida Hutapea, Henny; Wahyu Banuwati, Ameilia; Fuadah, Fani

Jurnal Inovasi Sosial dan Pengabdian 2026 Lembaga Pengembangan Kinerja Dosen

The increasing consumption of plastic, particularly single-use packaging, has led to a significant rise in household plastic waste, which poses a potential threat to environmental sustainability. One type of waste that remains underutilized is metallic plastic packaging. This Community Service activity aimed to enhance community knowledge and skills in processing metallic plastic packaging waste into handicraft products with functional value and economic potential. The activity was conducted in collaboration with the Family Welfare and Empowerment Group (PKK) of Ngringo Village, Karanganyar, involving 15 participants. The methods employed included a preliminary survey, educational outreach, hands-on practical training, and continuous mentoring. The effectiveness of the program was evaluated using pre-test and post-test assessments analyzed through the normalized gain (N-gain) method. The results demonstrated an improvement in participants’ knowledge and skills following the training, with an average N-gain value of 0.68, which falls within the moderate-to-high category. These findings indicate that the metallic plastic packaging waste processing training was effective in enhancing community capacity. Furthermore, the activity not only contributed to reducing plastic waste generation but also promoted the implementation of circular economy principles.

Muhammad Haizul Falah; Durorin Nuha Achfama

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

This research aims to critically examine the ethical integration of artificial intelligence (AI) in education through the perspective of maqāṣid al-sharīʿah, emphasizing the alignment between technological innovation and Islamic moral principles. The methods used are a systematic literature review and thematic content analysis against peer-reviewed publications for the period 2015–2025, which discuss the application of AI in primary, secondary, and higher education. The study identified dominant ethical issues, such as data privacy, algorithmic bias, accountability, human agency, and moral development, which were then mapped to Islamic ethical goals, including ʿadl (justice), amānah (belief), karāmah al-insān (human dignity), and ḥifẓ al-ʿaql (protection of reason). The results of the analysis show that the adoption of AI in education often emphasizes efficiency, personalization, and predictive analytics, but has the potential to reduce learners' autonomy and ethical reasoning. The mapping of maqāṣid al-sharīʿah shows a strong normative conformity, so that Islamic principles can be a moral foundation as well as a practical guide for AI governance. The research contribution is theoretical by bridging the literature on AI ethics and Islamic educational philosophy, as well as practical by offering an integrative framework for AI policymakers, educators, and developers. The integration of maqāṣid al-sharīʿah in AI governance ensures justice, trust, inclusivity, and the development of the whole human being (insān kāmil).

Bari Candramedi

International Journal of Law, Crime and Justice 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

The investigation stage constitutes a crucial phase in the criminal justice system, as it determines the direction and quality of subsequent law enforcement processes. Within the context of Indonesian criminal procedural law, the Criminal Procedure Code (Kitab Undang-Undang Hukum Acara Pidana/KUHAP) grants extensive authority to law enforcement officials, particularly investigators, in order to ensure the effective disclosure of criminal offenses. However, such dominance of authority has the potential to create an imbalance between the interest of law enforcement effectiveness and the protection of human rights, especially when it is not accompanied by adequate mechanisms of limitation and oversight. This study aims to critically analyze the dominance of law enforcement authority at the investigation stage and its implications for law enforcement effectiveness and the potential for abuse of power. The research employs normative legal research using statutory and conceptual approaches, supported by qualitative analysis of legal doctrines, legislation, and relevant academic literature. The findings indicate that while the dominance of investigative authority does contribute to the effectiveness of investigations, it simultaneously creates opportunities for abuse of power due to weak internal and external oversight mechanisms. This condition results in the erosion of the principles of due process of law and the protection of suspects’ rights within the criminal justice system. Therefore, this study emphasizes the need to strengthen judicial control mechanisms, enhance the accountability of law enforcement officials, and reform criminal procedural law in order to achieve a balance between effective law enforcement and the protection of human rights within a democratic rule-of-law state.

Kuni Kyla Afifah; Khaila Dila Salwa; Daffa Al Dzaki; Andryani Andryani; Ayunda Larasati Sekarputri

Karakter : Jurnal Riset Ilmu Pendidikan Islam 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

In the contemporary era,many people have yet to fully comprehend or internalize the spiritual and social dimensions of prayer (shalat). As a result, shalat is often carried out merely as a routine obligation without deep reflection on its true purpose. In fact, shalat plays a significant role in shaping personal character and social behavior. This study employs a literature review approach by examining various sources, including books, academic journals, and educational articles that discuss the concept and significance of shalat as an act of worship. The findings indicate that a profound understanding of the inner meanings of shalat can foster self-awareness, self-control, and discipline. These values strongly contribute to the development of moral and ethical character. Furthermore, shalat reflects collective religiosity through its practices and procedures, symbolizing spiritual purification, reverence for God, and awareness of human limitations. Congregational prayer further emphasizes principles of unity, brotherhood, and equality, regardless of social status or background. In addition, shalat functions as a moral safeguard that prevents individuals from engaging in immoral and harmful actions. Therefore, shalat plays a crucial role not only in strengthening spiritual devotion but also in maintaining personal integrity and social harmony.

Mariana Agneta Diana Dea; I Nyoman Subanda; Ni Ketut Arniti; Sahri Aflah Ramadiansyah

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

The coaching and supervision of inmates is an integral part of the correctional system which aims to shape the behavior of inmates so that they are able to reintegrate socially while still upholding Human Rights (HAM). This study aims to examine the quality of coaching and supervision of inmates at the Class IIB Maumere State Prison (Rutan), especially in its implementation according to modern correctional principles. The research method used is descriptive qualitative with data collection techniques through in-depth interviews, direct observations, and documentation studies. The results of the study show that the implementation of coaching and supervision has been carried out in accordance with the provisions of the applicable laws and regulations, but it has not run optimally. The main obstacles include limited human resources, inadequate facilities and infrastructure, and the implementation of a humanist approach in fostering assisted residents. In addition, coordination between officers still needs to be improved so that the coaching program runs more effectively. Therefore, it is necessary to strengthen correctional management, increase the capacity and professionalism of officers, and support adequate facilities to realize effective, humane, and fair coaching and supervision.

Fahrurazzi Fahrurazzi

International Journal of Law, Crime and Justice 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

The protection of suspects’ rights during the investigation phase is a fundamental component of a fair and effective criminal justice system. This study examines the implementation of the principle of due process of law in Indonesia and its implications for safeguarding human rights in criminal investigations. Utilizing a normative legal research approach, supported by statutory and conceptual analysis, the research evaluates both the legal framework and practical application of suspects’ rights under the Indonesian Criminal Procedure Code (KUHAP), the 1945 Constitution, and international human rights instruments such as the ICCPR. Findings indicate that while Indonesia has established comprehensive regulations to protect suspects, the practical implementation remains inconsistent due to structural, cultural, and procedural challenges. Deviations such as limited access to legal counsel, incomplete documentation of interrogations, and occasional coercive practices undermine adherence to due process standards. The study highlights the critical need for regulatory improvements, capacity building for investigators, and strengthened supervision mechanisms to ensure full protection of suspects’ rights. Enhancing the conformity of investigative practices with due process principles is essential not only for safeguarding individual rights but also for maintaining public trust and the integrity of the Indonesian criminal justice system.

Benediktus James Widya Darmaka; Etty Justiana Saragih; Saliim, Frengki; Tamuntuan, Yusuf

Jurnal Silih Asah 2026 LPPM - STT Kadesi Bogor

This study examines the theological and moral dimensions of the Book of 2 Samuel by highlighting issues such as sin, repentance, justice, leadership, and its ethical implications for modern society. The aim of this study is to explore how the story of King David, with its moral complexity and the consequences of each of his actions, can serve as a reflective guide in dealing with contemporary ethical challenges. The method used is biblical hermeneutics combined with literature studies to interpret texts in their historical, social, and cultural contexts. This approach allows for a more comprehensive understanding of the theological message of the Book of 2 Samuel and its relevance to life today. The results of the study show that the value of sincere repentance, divine justice, and responsible leadership are universal principles that transcend the context of the times. These values are relevant in responding to modern problems such as abuse of power, integrity crises, and structural corruption. The novelty of this research lies in the effort to reinterpret ancient theological and moral teachings as an applicative ethical framework to strengthen moral leadership and ethical awareness in modern societ

Istikhori Istikhori; Vera Siti Magfiroh; Ressy Resviati Putri; Lia Aliyah; Leni Sumarni +1 more

Ikhlas : Jurnal Ilmiah Pendidikan Islam 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

Leadership is a strategic factor in improving the quality of Islamic educational institutions. The challenges of social change and globalization demand leadership models that are not only managerially effective but also grounded in Islamic values. This study aims to analyze models of Islamic educational leadership and their implications for institutional quality. The research method employed is a literature review, examining books and national and international journal articles indexed in Scopus and SINTA over the last five years. The findings indicate that transformational, visionary, democratic, and prophetic leadership play a significant role in enhancing educator performance, building an Islamic organizational culture, and strengthening the governance of Islamic educational institutions. The integration of Islamic values with modern leadership principles emerges as a strategic approach to developing the quality of Islamic education.

Abdul Rahman; Nurraida Nurraida; Nurraini Nurraini

Jurnal Riset Rumpun Ilmu Bahasa 2026 Pusat riset dan Inovasi Nasional

This study examines the relationship between learning theories and the selection of instructional media in classroom practice. It is motivated by the observation that teachers often choose media based on availability rather than alignment with pedagogical goals. The purpose of this study is to analyze how behavioristic, cognitive, constructivist, and humanistic learning theories guide the design and use of effective instructional media. This research employs a qualitative approach using classroom observations, in-depth interviews with teachers and students, and document analysis. The findings indicate that instructional media aligned with learning theory significantly enhance students’ motivation, engagement, and comprehension. Interactive, student-centered media grounded in constructivist principles produced the strongest improvements, while drill-oriented media were most suitable for procedural skills. This study offers a practical model for aligning learning objectives, learning theories, and media selection that teachers can use in lesson planning.

Maulana Harry Wiryanta; Wiryanta Wiryanta

Jurnal Riset Rumpun Ilmu Teknik 2026 Pusat riset dan Inovasi Nasional

PT. XYZ faces administrative challenges in implementing the Contractor Safety Management System (CSMS), which has been managed manually from risk assessment and pre-qualification to contractor selection resulting in validation delays, document duplication, and limited monitoring. This study aims to: (1) identify the constraints of the manual CSMS at PT. XYZ; (2) design an electronic-CSMS (e-CSMS) application tailored to internal user needs; (3) analyze the contribution of e-CSMS to document management effectiveness; and (4) evaluate the design's alignment with the Occupational Health and Safety Management System (SMK3) principles as per Government Regulation No. 50 of 2012. The method employed is Research and Development (preliminary stage) using a descriptive qualitative approach through interviews, observations, and document studies. The design results include: (i) a unified digital form integrating procurement data input, risk assessment entries (severity and probability), and document upload and assessment for pre-qualification/selection in a single workflow; (ii) a monitoring dashboard with filtering and export functions; and (iii) internal access settings within PT. XYZ's HSSE portal. Functionally, this design addresses the main bottlenecks of the manual process by creating a more concise, structured, and documented verification workflow, thereby making document management more efficient and traceable. In terms of compliance, e-CSMS supports the implementation of SMK3 elements in the administrative domain of policy establishment, planning, and execution of OHS plans through consistent recording and verification mechanisms. Development recommendations include expansion to field implementation phases, automation of risk-level calculations, and an option for preliminary data entry by contractors with final verification remaining with the internal team.

Abdul Hadi; Moh Nabil Rafif Awwal; Chalid Maulana Nizar

Akhlak : Jurnal Pendidikan Agama Islam dan Filsafat 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The phenomenon of students displaying lazy attitudes and a lack of learning motivation represents a major challenge in the teaching and learning process of Islamic Religious Education (PAI) in various schools across Indonesia. This condition has a direct impact on low levels of student engagement and the achievement of expected learning objectives. This article provides an in-depth analysis of the multidimensional causes of this phenomenon, including internal student factors such as learning interest, levels of self-efficacy, intrinsic motivation, and learning styles, as well as external factors encompassing the role of teachers, particularly in the selection of instructional methods, classroom management, and pedagogical interactions. In addition, the family environment, peer influence, and digital culture are also important factors affecting students’ learning motivation. The article also presents various practical and integrated strategies that can be implemented by PAI teachers to enhance students’ learning motivation. The proposed approaches include strengthening value-based classroom management rooted in Islamic principles, applying active, participatory, and contextual learning methods, and reinforcing collaboration between schools and families in building a positive learning culture. Using a descriptive qualitative approach and classroom action research (CAR), the analysis shows that teachers’ emotional engagement, the implementation of educational reward systems, reflection on religious values, and experiential learning are able to increase students’ intrinsic motivation. This study implies the importance of curriculum innovation and strengthening professional development for PAI teachers to better orient learning toward fostering students’ enthusiasm for learning and the sustainable development of religious character in the digital era.

Muh. Tafsir; Yana Fajrih; Eva Marin Sambo; A. Dahrul; Bungatang Tahir +2 more

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Urban waste management remains a major challenge in achieving a clean and sustainable environment, including in Bontoduri Sub-district, Makassar City. Waste banks, as a community-based waste management model, have significant potential to reduce waste generation while creating economic value. However, in practice, the role of waste banks has not been fully optimized due to limitations in institutional capacity, community participation, and managerial practices. This community service activity aimed to strengthen the role of waste banks in promoting a clean and economically valuable environment through participatory and community empowerment approaches. The methods employed included preparation, environmental education and socialization, waste bank management training, institutional mentoring, and activity evaluation. The program involved approximately 30 participants consisting of waste bank managers, local government representatives, and community members. The results indicated an increase in community awareness and understanding of waste segregation, improved managerial and administrative capacities of waste bank operators, and enhanced community participation in waste-saving activities. In addition, waste banks contributed to generating added economic value from household waste and reducing the volume of waste disposed of into the environment and landfills. This activity concludes that strengthening the role of waste banks through education, training, and continuous mentoring can serve as an effective strategy to support sustainable urban waste management based on circular economy principles.

Tisya Amalia Putri Sitorus; Fitri Aisyah Amini Nst; Dea Nita Aulia; Dini Nur Aini; Nazwa Atalia Zahra +1 more

Jurnal Rumpun Ilmu Bahasa dan Pendidikan 2026 Asosiasi Periset Bahasa Sastra Indonesia

Abbreviation is a common linguistic strategy used to achieve efficiency and clarity in modern communication. This study examines the abbreviation systems of English and Indonesian through a contrastive linguistic approach, focusing on morphological patterns, phonological constraints, and usage conventions. Employing a qualitative descriptive design, the data were collected from established linguistic references and analyzed using classical contrastive analysis principles. The findings reveal that English abbreviation formation is structurally flexible, allowing both pronounceable acronyms and non-pronounceable initialisms, often maintaining complex consonant clusters and orthographic capitalization. In contrast, Indonesian abbreviation formation is strongly influenced by phonological preferences, particularly ease of pronunciation and conformity to open syllable structures, resulting in forms that closely resemble ordinary lexical items. These structural differences suggest potential sources of negative transfer for language learners and challenges in translation practices. The study concludes that abbreviation systems are shaped not only by linguistic rules but also by sociocultural and communicative needs. Understanding these contrasts is essential for language teaching, translation, and further comparative linguistic research.