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Anggita Febriany; Mohammad Aquallurrizal; Salwa Sabila Ghassani

Jurnal Bintang Pendidikan Indonesia 2026 Pusat Riset dan Inovasi Nasional

This article reviews the history and transformation of madrasah management in Indonesia. Emerging in the early twentieth century, madrasahs developed as educational institutions that combined the traditional values of Islamic boarding schools (pesantren) with the organizational structure of modern schools. This study employs a literature review method to examine the evolution of madrasah governance from the colonial era to the reform era. The findings reveal three major stages in the development of madrasah management. The first stage was the early period, during which madrasahs were independently managed by religious leaders and Islamic organizations with limited government involvement. The second stage was the post-independence integration period, characterized by increasing government intervention in curriculum development, institutional regulation, and legal recognition. The third stage was the modernization era, marked by the issuance of the Joint Decree of the Three Ministers in 1975 and the enactment of the National Education System Law of 2003, which strengthened the position of madrasahs within the national education system and placed them on an equal footing with public schools. These developments encouraged madrasahs to adopt Madrasah-Based Management (MBM) as a strategy to improve educational quality, effectiveness, and competitiveness. Overall, the transformation of madrasah management reflects an adaptive process that enables madrasahs to respond to educational reforms and societal changes while maintaining their distinctive Islamic identity and educational mission.  

Hasna Izzatun Nawa; Sari, Intan Mulia Sari; Sutrimo Purnomo

Jurnal Bintang Pendidikan Indonesia 2026 Pusat Riset dan Inovasi Nasional

Surau is the oldest traditional Islamic educational institution in Minangkabau and played an important role in the development of Islamic education in Indonesia before the twentieth century. This study is motivated by the modern shift in understanding the function of surau, which is often viewed merely as a place of worship, whereas historically it possessed broader educational, social, and cultural functions. The research aims to analyze the origins and transformation of surau, identify the roles of influential figures in its development, and examine its social functions within Minangkabau society. This study employs a qualitative approach using the historical research method through library research based on various primary and secondary sources. Data analysis was conducted through the stages of heuristics, source criticism, interpretation, and historiography to produce a systematic and factual historical account. The findings reveal that surau transformed from a Hindu-Buddhist ritual center into an Islamic educational institution that functioned as a center for religious instruction, character building, intellectual development, and social integration. Figures such as Syekh Burhanuddin Ulakan, Tuanku Nan Tuo, and Syekh Muhammad Djamil Djambek made significant contributions to the reform and development of the surau educational system. In addition, surau also served as a center for community deliberation, a residence for young men, and a space for moral and cultural development. The study implies that surau became an important foundation in shaping the Islamic educational system in the Nusantara by harmoniously integrating religious values, local culture, and social life.

Yosi Siti Nur Azizah; Tria Saras Pertiwi; Hosizah Hosizah; Mieke Nurmalasari

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Digital transformation in healthcare encourages healthcare facilities to implement Electronic Medical Records (EMR). The success of EMR implementation is not only determined by system and infrastructure readiness but also influenced by users' digital literacy and technology readiness. This study aimed to analyze the relationship between digital literacy and technology readiness using the Technology Readiness Index (TRI) among EMR users at Grha Atma Primary Clinic Bandung. This study used a quantitative approach with a cross-sectional design. The sample consisted of 31 respondents using total sampling. Data were collected using a digital literacy questionnaire adapted from DHLI and a TRI questionnaire. Data analysis included univariate analysis (Three Box Method) and bivariate analysis using Spearman Rank correlation. The results showed that digital literacy was categorized as high across all dimensions. Technology readiness indicated that optimism and innovativeness were high, while discomfort and insecurity ranged from moderate. Spearman test results showed a significant positive relationship between digital literacy and technology readiness (p = 0.003; r = 0.519). This study concludes that digital literacy significantly influences technology readiness among EMR users. Improving digital literacy is essential to enhance technology readiness and optimize EMR implementation.

Wilujeng Asih Purwani

This study aims to explain the construction of gender identity in Toni Morrison's novel Beloved through Judith Butler's gender performativity theory. This novel tells the story of the traumatic experience of slavery that shapes racial identity as well as the social issues, power relations, and extreme violence depicted within it. This study explains how Sethe and other female characters in the novel Beloved construct and demonstrate their identities through concrete actions as a form of protest against slavery. Based on Judith Butler's performativity approach, identity is not understood through a fixed biological destiny but rather as a repetition of social practices and norms within society. In the novel Beloved, Black women are represented not as a fixed biological essence but as the result of the application of norms in society. In Beloved, the Black female body is depicted as a source of oppression and a space of resistance. The system of slavery in Beloved not only controls the physical body but also women's subjectivity. Sethe's actions in protecting her child in the novel can be read as an attempt to shake up hegemonic maternal norms. The results of this study indicate that Morrison portrays identity as a political construct and always in the process of becoming. The trauma depicted in the novel is a performative mechanism that shapes the characters' subjectivities. Thus, an analysis of gender performativity in Beloved cannot be separated from the intersectional issues of race, history, slavery, and patriarchal culture.

Ammar Kamil Al Abror; Yunanda Rizki Sitompul; Calvin Sahputra Buulolo; Debi Yandra Niska

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

The absence of integrated blood stock management in hospitals, relying on current manual procedures, frequently results in delayed services and challenges in fulfilling blood requirements under emergencies. This research seeks to design and build a web-based blood stock monitoring platform called HemoBridge, offering real-time data accessible by the public, healthcare facilities, and the Ministry of Health. The System Development Life Cycle (SDLC) framework with the well-known Waterfall approach was adopted, encompassing needs analysis, system architecture, development, verification, deployment, and upkeep. This study used a qualitative methodology through field observation and literature review. The platform was developed using PHP and the Laravel framework, with HTML, CSS, JavaScript, and MySQL as supporting technologies. Findings indicate HemoBridge was successfully deployed with core features comprising a comprehensive landing page, donor education, role-based access control, an integrated hospital management panel, a Ministry of Health dashboard, and an advanced blood stock search module with referral capability. Validation through Black Box Testing across six primary functions confirmed all features performed as intended. The platform demonstrates the capacity to enhance data management efficiency, accelerate information retrieval, and strengthen evidence-based decision-making in healthcare. Prospective enhancements include automated stock alerts, data encryption, and wider interoperability with health institutions throughout Indonesia.

Shinta Chintya Fella; Syaifulah Yophi Ardiyanto; Tengku Arif Hidayat

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

The legal arrangement of cannabis in Indonesia is based on Article 28H paragraph (1) of the 1945 Constitution of the Republic of Indonesia which guarantees the right to health services, elaborated through Law Number 35 of 2009 concerning Narcotics and Law Number 17 of 2023 concerning Health. Cannabis is classified as a Group I narcotic prohibited for health services under Article 8 paragraph (1) of Law Number 35 of 2009, while Article 139 of Law Number 17 of 2023 requires that the use of medicines containing narcotics may only be carried out based on a prescription from medical personnel. At the same time, Canada through the Cannabis Act (S.C. 2018, c. 16) and Uruguay through Ley No. 19.172 (2013) apply fundamentally different legal arrangements for cannabis. This research uses normative legal research methods with a comparative law approach, applying the criminal policy framework of Marc Ancel and the law enforcement theory of Joseph Goldstein. The results show: (1) cannabis arrangement in Indonesia is prohibitive through Article 8 paragraph (1) of Law Number 35 of 2009, while Article 6 paragraph (3) opens a mechanism for reclassification through Ministerial Regulation; (2) Canada through the Cannabis Act applies a regulated market model with a CAD 11.4 billion legal industry and a 70% reduction in arrests, while Uruguay through Ley No. 19.172 applies a state monopoly with an 85% reduction in arrests without an increase in problematic use; (3) fundamental differences in legal systems, political systems, socio-cultural backgrounds, religion, and narcotics policy philosophy mean that the Canadian and Uruguayan models are not relevant to be directly applied in the Indonesian criminal law system.

Elia Rossa; Nurasia Natsir

International Journal of Management and Strategic Business Leadership 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study investigates the effect of total risk on firm performance and sustained growth among consumer non-cyclicals manufacturing companies listed on the Indonesia Stock Exchange (IDX) over the period 2019–2023. Total risk is operationalized through the systematic risk proxy (Beta/β), estimated via the Capital Asset Pricing Model (CAPM) framework as the covariance between individual stock returns and the market return divided by the variance of market returns, using the Jakarta Composite Index (JCI) as the market benchmark. Firm performance is measured through Return on Assets (ROA), Return on Equity (ROE), and Tobin’s Q, while sustained growth is operationalized following Gerson et al. (2025) as SG = b × ROE, where b denotes the earnings retention ratio. Panel data regression analysis is applied to 225 firm-year observations drawn from 45 companies, with model selection guided by the Chow and Hausman specification tests. The Fixed Effect Model (FEM) is adopted for ROA, ROE, and SG, while the Random Effect Model (REM) is applied for Tobin’s Q. Results indicate that systematic risk exerts a significant negative effect on ROA (β = −0.312; p < 0.01) and ROE (β = −0.278; p < 0.01), but is statistically non-significant for Tobin’s Q, suggesting that capital market pricing in Indonesia does not fully incorporate systematic risk information. Critically, systematic risk exerts the largest and most significant negative effect on sustained growth (β = −0.347; p < 0.01), revealing a dual transmission mechanism through which risk suppresses ROE while simultaneously inducing more conservative dividend policies, both of which constrain long-run growth sustainability. These findings carry important implications for corporate risk management strategy and empirically enrich the literature on risk, performance, and growth in emerging capital markets.

Hilky Ofan; Masyitah wahab; Jamila Kasim; Maryam Jamaluddin

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

Stunting remains a major public health challenge in Indonesia, requiring systematic early detection and community-based interventions. This community service activity aimed to implement early stunting detection through parental health education and anthropometric measurements of children under five at Posyandu Pasir Putih, Kelurahan Baurung, Kecamatan Banggae Timur, Kabupaten Majene, West Sulawesi. A participatory approach was used, combining interactive health education sessions with standardized anthropometric screening (weight, height/length, mid-upper arm circumference, and head circumference) for 35 toddlers aged 0–59 months. Parental knowledge was assessed using pre-test and post-test questionnaires administered to 38 parents. Results showed a significant increase in parental knowledge, from a mean pre-test score of 52.4 (poor category) to 81.6 (good category) on post-test. Anthropometric assessment revealed that 13 out of 35 toddlers (37.1%) were identified as stunted (25.7% stunted; 11.4% severely stunted). All identified cases were referred to the local health center (Puskesmas) for specific nutritional interventions including supplementary feeding and intensive nutrition counseling. These findings indicate that integrated anthropometric screening combined with targeted parental education is an effective strategy for early stunting identification at the community level. Posyandu plays a crucial role as a platform for translating anthropometric data into meaningful risk communication and promoting sustained community engagement in child growth monitoring

Syeira Khaerani; Arif Yulianto

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to formulate an information system strategic planning model for PT Athria Cipta Mandiri using the Ward and Peppard method. The research was conducted because the company still faces several problems in managing tender and construction project data, such as unintegrated systems between divisions, semi-digital administrative processes, repeated data input, the absence of a centralized database, and project reporting that has not been carried out in real time. This study uses a qualitative descriptive approach with data collection techniques through observation, interviews, and literature study. The analysis was conducted using Value Chain, PESTEL, SWOT, Critical Success Factor, McFarlan Strategic Grid, and application portfolio recommendations. The results show that PT Athria Cipta Mandiri needs an integrated information system for tender and project management, web-based project reporting and monitoring, a document management system, business intelligence dashboard, centralized cloud database, and stronger IT governance. The proposed strategy is expected to improve operational efficiency, data accuracy, inter-division coordination, and data-based managerial decision making.

Renawati Renawati; Resty Desnita; Rusia Yanti; Jenni Afriani; Sahara Wita

Ta'rim: Jurnal Pendidikan dan Anak Usia Dini 2026 Sekolah Tinggi Agama Islam Yayasan Pendidikan Ilmu Qur'an Baubau

This study endeavors to elucidate the application of educational videos pertaining to Heroes' Day in fostering the social communication competencies of early childhood learners at Kindergarten 001 Bunguran Timur Laut. Social communication skills are essential for young children as they support language development, social interaction, emotional expression, and the ability to build positive relationships with others. Therefore, educators are encouraged to utilize innovative and engaging learning media that can effectively stimulate children's communication abilities. The methodological framework employed in this investigation was qualitative in nature, utilizing a descriptive approach. The participant cohort comprised 15 children from Group B, aged between 5–6 years. Data were gathered through systematic observation, structured interviews, and comprehensive documentation to obtain a thorough understanding of the learning process and its outcomes. The findings revealed that the integration of educational videos concerning Heroes' Day facilitated the development of social communication skills among children, including verbal expression, responsive inquiry, collaborative engagement, and interactive discourse with peers and educators. The participants demonstrated heightened enthusiasm, greater confidence in expressing their opinions, and increased active participation throughout the instructional sequence. Moreover, the visual and auditory elements of the videos helped children better understand the learning material and encouraged meaningful discussions. Consequently, educational videos pertaining to Heroes' Day may serve as an effective pedagogical medium for nurturing the social communication competencies of early childhood learners at Kindergarten 001 Bunguran Timur Laut.

Elistiana Elistiana; Elsa Mayori

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This study examines the legal protection of children's rights to inclusive education and its implications for the institutional governance of Early Childhood Education (ECE) in Indonesia. A normative juridical method with a descriptive-qualitative library-based approach is used to evaluate the coherence between macro-level child protection regulations and operational standards for school management. The data are entirely secondary, sourced from statutory laws, ministerial regulations, and pertinent scientific literature. The findings reveal a fundamental tension: the constitutional rights of children with special needs to access non-discriminatory ECE are robustly guaranteed by the 1945 Constitution, Law No. 35/2014 on Child Protection, and Law No. 8/2016 on Persons with Disabilities, yet a wide gap persists at the implementation level. This discrepancy arises because derivative ECE governance instruments including accreditation frameworks and curriculum standards still frame inclusion readiness as a voluntary component rather than a binding obligation. Consequently, ECE institutions encounter systemic barriers in human resource management, physical accessibility, and curricular flexibility. The study underscores the urgency of transitioning ECE management toward a Human Rights-Based Approach (HRBA) and recommends that the Ministry of Basic and Secondary Education reform accreditation instruments by embedding inclusive indicators as mandatory prerequisites for institutional feasibility, thereby aligning administrative governance with the fulfillment of children's constitutional rights.

Yulianty Mozin; Alfiyah Agussalim; Putri Salsabila Naleko; Wulandari Mantali; Siti Nafisyah Tulong +2 more

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

This study aims to examine how nepotism can manifest through the role of informal institutions and its influence on administrative integrity within the bureaucracy. The method used is literature analysis by examining various related scientific references, such as books, journal articles, and research, which are then analyzed descriptively and analytically through identification, classification, and data integration. The research findings indicate that nepotism does not only arise from weaknesses in the official system, but is also strongly influenced by the existence of informal institutions such as personal networks, social norms, and organizational culture. This practice tends to persist within a system because it gains social recognition, making it difficult to overcome solely with regulations. The consequences include a decline in employee professionalism, weak accountability, and erosion of administrative integrity, which impacts on reduced public trust in government institutions. The implications of this study indicate that a comprehensive approach is crucial in bureaucratic reform, through strengthening the official system and changing organizational cultural values ​​to produce transparent, accountable, and dignified government management.

Eva Athifah; Muhamad Ihsan Khuluki; Beta Hikmah Zahrotunnisa

Jurnal Bintang Pendidikan Indonesia 2026 Pusat Riset dan Inovasi Nasional

This study traces the history of the development of Islamic educational organizations in Indonesia from the pre-colonial period to the Reformation era using a descriptive qualitative approach through a literature review. The findings indicate that Islamic education developed gradually, beginning with informal institutions centered around mosques and pesantren, and later responding to colonial pressures with the emergence of organizations such as Muhammadiyah and Nahdlatul Ulama. This development continued through the formal recognition of madrasahs during the independence era, modernization under the New Order regime, and more dynamic institutional transformations during the Reform era. Amid various challenges such as educational dualism, resource constraints, and the threat of extremism, Islamic educational organizations continue to innovate by integrating religious and general knowledge without abandoning their Islamic identity. This study affirms that Islamic educational organizations are the primary foundation for building a character-based national education system.

Fransiska Elsa Risa Kurniati; Antonius Phillipus K.Gheta; Kristiana Reinaldis Aek

Jurnal Projemen UNIPA 2026 Universitas Nusa Nipa Maumere

Abstrack This study aimed to: (1) identify the description of social media marketing, price, and customer satisfaction; (2) analyze the influence of social media marketing and price on customer satisfaction both partially and simultaneously. The research method used was quantitative with an associative approach. Data were obtained through the distribution of questionnaires to customers and were analyzed using multiple linear regression with the assistance of SPSS 26. The population of this study was customers of Junior Audio Sound System, with a total of 72 respondents obtained through purposive sampling technique. The results of the study indicated that partially the social media marketing variable (X1) had a significant effect on customer satisfaction (Y). The price variable (X2) also had a significant effect on customer satisfaction (Y). Simultaneously, the social media marketing and price variables had a significant effect on customer satisfaction with Fcount > Ftable and a significance value of 0.000 < 0.05. The magnitude of the contribution of the social media marketing and price variables to customer satisfaction was 26.4%, while the remaining 73.6% was influenced by other factors outside the research variables.   Keywords: Social Media Marketing, Price, Customer Satisfaction

Grumoaldo Philippus Sipahutar; Eka Putri Nauliana; Roy Sihombing; Ida Mona Sidabutar; Tessalonik H.A Hasugian

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

The rapid development of digital technology has encouraged schools to adapt counseling services to the needs of students in the modern era. This study aimed to analyze the effectiveness of the transformation of guidance and counseling services toward the digital era through a digital counseling audit at SMP N 18 Medan. The study used a descriptive evaluative approach with mixed methods involving guidance counselors and students as research subjects. Data were collected through questionnaires, interviews, observations, and documentation related to digital counseling services. The findings showed that digital counseling services had begun to be implemented through online communication media such as WhatsApp and digital learning materials. Both counselors and students responded positively to the implementation of digital counseling because it was considered more flexible and accessible. However, the audit results indicated that the school was still in the transition category because several aspects such as digital databases, online assessment systems, and integrated counseling platforms had not been fully developed. The study implies that schools need to strengthen digital infrastructure, improve counselor digital competence, and develop more integrated counseling systems to support student needs in the digital era.

Sepriano Sepriano; Dewi Rahayu; Dinda Syaqilla; Eka Saputra; Indo Masse

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Currently, the management of the damaged goods reporting at the Class 1A Jambi District Court still relies on manual procedures through verbal communication and physical logbooks. This mechanism is prone to recording errors, risks of document loss, and complicates real-time monitoring of repair statuses. This study aims to design a web-based Damaged Goods Reporting Information System to improve the effectiveness, transparency, and efficiency of internal asset management. The research method employs a qualitative approach with data collection techniques consisting of interviews, observations, and documentation. System development implements the Waterfall model, comprising requirement analysis, design, implementation, and testing phases. The result of the study deliver a web-based application that integrates features for report input, proof of damage photo uploads, admin validation, and real-time monitoring of repair status. This system successfully simplifies bureaucratic workflows, accelerates response times for damage handling, and minimizes administrative errors.

Puja Sagita; Siska Yulia; Wiliam Janaldo; Sudarmiatin Sudarmiatin; Yuli Soesetio

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

The rapid development of digital technology and changes in consumer behavior require Micro, Small, and Medium Enterprises (MSMEs) to adapt in marketing and service aspects. Rumah Makan Padang Sari Bundo, a culinary MSME located in Pasir Gadung, Cikupa, faced several problems, including limited use of social media, underutilization of digital platforms such as Google Maps, and the absence of cashless payment systems. This community service activity aimed to improve business competitiveness through the digitalization of marketing and services. The method applied was the PDCA (Plan-Do-Check-Act) approach, consisting of planning, implementation, evaluation, and follow-up stages. The implementation included creating Instagram and WhatsApp Business accounts, optimizing Google Maps, and applying the QRIS digital payment system. The results showed increased business visibility, easier customer access to information, and improved transaction convenience through cashless payments. Furthermore, digitalization enabled the MSME to become more adaptive to technological developments and modern consumer needs. Therefore, digital transformation at Rumah Makan Padang Sari Bundo represents an important step in supporting business sustainability and improving competitiveness in the digital era.

Agus Milani; Isdayani B.; Hasbi Hasbi

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This research aims to develop an Android-based boarding house search application that can provide boarding house information quickly, accurately, and easily accessed by the public, especially students and migrant workers. The research employed a Research and Development (R&D) method, encompassing user needs analysis, system design, application development, implementation, and system testing. The application is designed with key features such as searching for boarding houses based on location, price, facilities, and room availability, making it easier for users to make choices based on their needs. Furthermore, the application also provides features for boarding house owners to manage and promote their properties digitally. The application development process was conducted using the Android Studio platform with an integrated database to support real-time information management. System testing was conducted using the Black Box Testing method to ensure all application functions run according to user needs. The results show that the developed application can improve the efficiency of the boarding house search process, accelerate information access, and facilitate boarding house owners in promoting and managing property data. Therefore, this application is expected to be an effective digital solution to support mobile-based housing search services.

Muhamad Aditya Yulianto; Luki Sri Anggorowati; Arif Nugroho Rachman; Unna Ria Safitri

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

The International Community Service Seminar on the Application of Artificial Intelligence (AI) for students of SMA Muhammadiyah Program Khusus Kotabarat Surakarta was conducted to enhance digital literacy and provide practical understanding of AI utilization in daily life and learning activities. The program aimed to introduce basic concepts of artificial intelligence, its functions, benefits, and challenges in modern education. Through presentations, interactive discussions, and quizzes, participants were exposed to real-life applications of AI such as digital assistants, personalized learning systems, and time management tools. The seminar involved participants from Indonesia and Malaysia, creating a cross-cultural learning environment that enriched the discussion. Both students and teachers gained improved understanding of how AI can support adaptive and effective learning processes. The activity highlighted the importance of responsible technology use in education. Integrating AI into learning environments was found to improve creativity, efficiency, and engagement among participants while also supporting teachers in administrative and instructional tasks.

Wiyono, Wujud; Paundra, Raihan Diva

Engineering and Maritime Technology Journal (Engment) 2026 Deptek Prodi Teknik Mesin Kapal Perang Akademi Angkatan Laut

The availability of a reliable backup power source is essential for supporting the operational continuity of the Indonesian National Army Fuel Filling Station (SPBT) at the Naval Academy (AAL). Interruptions in the main electrical supply can disrupt fuel distribution activities and reduce operational readiness. This study aims to determine the most appropriate emergency generator as a backup power source for SPBT AAL using the Analytical Hierarchy Process (AHP) method. Data were collected through observations, interviews, documentation, and questionnaires administered to experts with competencies in electrical systems and operational management. The evaluation was based on three criteria: purchase cost, spare parts availability, and ease of maintenance. Five generator alternatives were assessed, namely Cummins C10D6, Yanmar YTG10S, Traknus PL15P-SS, Honda EM10000, and Yamaha EF12000E. The results indicate that ease of maintenance is the most influential criterion with a priority weight of 0.627, followed by spare parts availability at 0.280 and purchase cost at 0.094. The global priority ranking shows that Yanmar YTG10S achieved the highest score of 0.438, making it the most suitable emergency generator for SPBT AAL. Furthermore, the consistency ratio (CR) values were below 0.10, indicating that the respondents’ judgments were consistent and that the results are valid for decision-making purposes.