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Asep Soegiarto; Mentari Anugrah Imsa; Indah Fajar Rosalina; Qoryna Noer Seyma El Farabi; Afina Ruqayyah

Jurnal Pengabdian Masyarakat Sains dan Teknologi 2026 Fakultas Teknik Universitas Cenderawasih

This community service program (PkM) aims to enhance the digital literacy of teachers and students at Pondok Pesantren Al-Wathoniyah Pusat Putri Klender, East Jakarta, particularly in verifying digital news and content amid pervasive disinformation. Key problems identified include low digital verification competency among senior teachers, limited use of fact-checking tools, and the absence of systematic information management mechanisms within the pesantren. The activity was held on June 10, 2026, employing a blended learning approach combining interactive lectures, hands-on training, and continuous mentoring. Training modules covered: (1) digital literacy for teachers, (2) mitigation of religious information distortion, (3) critical media literacy, (4) videography skills, and (5) content marketing grounded in Islamic values. Thirty teachers and senior students participated. Key outputs include enhanced digital literacy competencies among participants, the Smart Teacher Guidelines module, a donated photography studio equipment set, and national media coverage (JPNN.com). Evaluation results demonstrate significant improvement in participants' understanding of digital information verification, positive content production capability, and motivation to use technology responsibly. This program contributes to SDGs No. 4 (Quality Education), SDGs No. 9 (Innovation), SDGs No. 10 (Reduced Inequalities), and SDGs No. 17 (Partnerships), as well as supporting IKU 3, IKU 5, and IKU 6 of Universitas Negeri Jakarta.

Prakash, Chandra; Sisodia, Avneesh; Lind, Mary

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Agentic artificial intelligence (AI) systems capable of autonomous goal-directed behavior, multi-step planning, tool use, multi-agent coordination, and iterative self-correction represent a transition from passive clinical AI tools toward systems that can participate in complex healthcare workflows. However, empirical evidence remains fragmented across clinical decision support, patient monitoring, and administrative applications, and no systematic synthesis has evaluated which agentic principles have been technically demonstrated and which have accumulated sufficient evidence to support responsible clinical deployment. We conducted a PRISMA-informed systematic review of peer-reviewed empirical studies published between January 2025 and April 2026. Searches across five bibliographic databases and Google Scholar, supplemented by citation tracking, identified 443 unique records for screening, of which 25 met the predefined PICOS and quality appraisal criteria. Evidence was synthesized using an evidence-informed seven-principle framework derived from the integration of agentic AI, clinical AI, and healthcare governance literature. This framework provides a structured lens for examining how agentic principles are evaluated individually and in combination, enabling a deployment-readiness perspective that extends beyond capability-focused assessments alone. The evidence base was concentrated on technical capability principles, whereas human oversight, safety, compliance, and equity-related evaluation received comparatively limited attention. Most studies remained at the laboratory, benchmark, or proof-of-concept stage, and none reported demographic-stratified performance outcomes. Overall, the findings suggest a structural asymmetry in agentic healthcare AI: empirical research is advancing agentic capabilities more rapidly than it is generating evidence for the oversight, safety, equity, and governance mechanisms required for responsible clinical translation.

Aditya Angger Wibowo

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

This study aims to investigate the determinants of job performance by integrating the variables of capability, social interaction, and Organizational Citizenship Behavior (OCB) as a moderating variable. The phenomenon of employee turnover and discrepancies in staff discretionary behavior within the hospital setting serves as the primary rationale for this study. Using a quantitative approach, data were collected from 240 respondents at Magelang City Islamic Hospital through purposive sampling. Data analysis was conducted using Structural Equation Modeling (SEM) based on AMOS software to test the causal relationships among variables in the structural model. The research findings provide empirical confirmation that individual capabilities and the quality of social inter-actions have a positive and significant influence on stimulating the formation of OCB. Furthermore, statistical test results demonstrate that capabilities, social interactions, and OCB simultaneously make a significant contribution to improving employee work performance. The presence of OCB is identified as a crucial factor capable of strengthening organizational performance outcomes. The practical implications of this study emphasize the need for hospital management to formulate human resource development strategies focused on strengthening technical skills and social cohesion to mit-igate the impact of turnover and accelerate the sustainable performance of healthcare services.

Suratni, Suratni; Yuliana, Refi; Azir, Ince Dian Aprilyani

International Journal of Educational Sciences and Languages 2026 International Forum of Researchers and Lecturers

In contemporary higher education, English for Specific Purposes (ESP) is increasingly expected to prepare learners for meaningful professional participation rather than isolated linguistic performance. Nevertheless, ESP pedagogy has often remained predominantly skill-oriented, with limited conceptual integration of pedagogical innovations such as project-based learning and digital learning. This study presents a systematic literature review of 40 peer-reviewed studies examining how ESP pedagogy is being reframed as situated professional practice through the integration of project-based and digital learning. Following the process of thematic synthesis, the review provides an examination of what ESP learning is perceived to be, how it is conducted and how it is evaluated in different disciplines and countries. Results show a marked pedagogical transition from a language-centric approach to one that incorporated more authenticity, collaboration and professional concern. Reported learning attainments go beyond language to cover professional capability, digital literacy, autonomous learning and identity development. Project-based learning authenticates language use in professional workflows, and digital learning environments support multimodal communication reminiscent of the way people work today. This review contends that in combination, these perspectives re-conceptualise the pedagogical nature of ESP as a type of applied professional education ’realised’ within particular social, institutional and discipline specific contexts. By synthesizing empirical evidence across settings, the study offers a conceptual reframing of ESP pedagogy and outlines implications for curriculum design, assessment, and future research in higher education and the social humanities.

Irfan Darfika Lubis; Najwa Izza Qolbi Nada

Jurnal Riset Rumpun Ilmu Kedokteran 2026 Pusat riset dan Inovasi Nasional

Introduction: Maximal oxygen volume (VO2max) is the capability of the cardiorespiratory system to deliver oxygen to muscle mitochondria, which is directly proportional to the level of stamina and is obtained from physical activity. Central obesity, which is characterized by excessive accumulation of visceral fat, can cause decreased stamina, so individuals with central obesity tend to have lower VO2max values. VO2max values can be determined by body composition, such as waist circumference, which is an indicator of central obesity. Methods: This study used an observational analytical design with a cross-sectional approach and involved 54 male respondents with high physical activity jobs who worked as building construction workers in Medan City, North Sumatra Province. Waist circumference measurements were carried out using a measuring tape, while VO2max was assessed using a 6-minute walk test. Statistical analysis was performed using the Spearman correlation test with a significance level of 0.05. Results: A total of 47 respondents (87%) had a normal waist circumference, 31 respondents (57.4%) had a fair VO2max, and 16 respondents (29.6%) had an average VO2max. The analysis showed a significant relationship between waist circumference and VO2max, with a P value of 0.000 (P<0.05) and R = -0.658. Conclusion: There is a strong and significant negative correlation between waist circumference and VO2max. This indicates that a larger waist circumference results in a lower VO2max, and a smaller waist circumference results in a higher VO2max.

Zarkasyi Azri Sardar; Sudiyono Sudiyono; Rini Indrati; Aisyah Widayani

Journal of Health Sciences, Nursing and Nutrition 2026 International Forum of Researchers and Lecturers

Background: Accurate detection of renal cysts on CT urography requires high diagnostic precision, while manual interpretation by radiologists is susceptible to inter-observer variability and potential delays in clinical decision-making. These challenges underscore the need for a reliable automated detection system to support radiological assessment. Objective: This study aims to develop and evaluate the performance of the Neo-ZasAI application based on the YOLOv8 algorithm for the automatic identification of renal cysts. Methods: Employing a Research and Development design using the ADDIE model, the study encompassed needs analysis, model design, software development, system implementation using 200 CT urography images, and diagnostic performance evaluation. Classification results generated by Neo-ZasAI were compared with radiologist readings through confusion matrix analysis and ROC–AUC assessment. Results: The findings indicate that Neo-ZasAI achieved an accuracy of 97,5%, sensitivity of 96%, specificity of 99%, positive predictive value of 98,9%, and negative predictive value of 96,1%. The ROC analysis yielded an AUC of 0.988 (p < 0.001), demonstrating excellent discriminative capability and high concordance with radiologist interpretations as the diagnostic gold standard. Conclusion: These results suggest that Neo-ZasAI is capable of performing rapid, consistent, and accurate renal cyst detection and is thus feasible for implementation as a clinical decision support system in radiology, with potential integration into PACS workflows and further development to enhance model generalizability.

Maulana Ischaq; Imang Dapit Pamungkas

Proceeding of the International Conference on Management, Entrepreneurship, and Business 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The purpose of this study is to investigate the connection between the probability of financial statement fraud and the components of the Fraud Hexagon: pressure, opportunity, rationalization, capability, arrogance, and collusion. Additionally, we examine how Environmental, Social, and Governance (ESG) Disclosure functions as a moderator. Banks listed on the Indonesia Stock Exchange (IDX) between 2021 and 2024 are the subject of this study. We make use of secondary data gathered from business sustainability and annual reports. Purposive sampling was used to choose the bank sample depending on the completeness of the data. We use the Partial Least Squares (PLS) method of Structural Equation Modeling (SEM), which works well for evaluating models with complex variables, for the analysis. The results of this study are expected to provide insights into how each element of the Fraud Hexagon contributes to financial statement fraud and how ESG Disclosure can mitigate these risks.

Untari, Erny; Kurniawati, Inung Diah; Miranda, Febiola Dwi; Yuanmar, Putri Rose Viana; Thariq, Aqwamith +2 more

Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia 2025 Fakultas Teknik Universitas Maritim AMNI Semarang

The rapid development of technology in today's era requires every profession to align with existing developments. The teaching profession is no exception. Teachers must be able to utilize technology in the learning process to create an engaging learning environment for students. To support this capability, training is essential. This community service activity aims to provide training to teachers at Bancong  Elementary School in Wonoasri District, Madiun Regency, to familiarize themselves with and be able to use the GeoGebra application. This training also aims to improve teachers' competency in utilizing digital technology as a learning medium. The GeoGebra application is an effective application for solving mathematics problems in elementary schools, particularly in geometry, particularly plane figures. The implementation method for this activity includes preparation, training, and mentoring. The training was provided in the form of workshops and hands-on practice using GeoGebra-based mathematics learning media. The activity proceeded orderly and smoothly, and the training participants understood the material well, both theoretically and in practice.

Mia Christy Patricia; Novrizal

This qualitative literature review synthesizes interdisciplinary research on how employees’ technological sensing capabilities shape generative artificial intelligence (GenAI) capabilities and innovative work behavior. Drawing on dynamic capabilities theory, microfoundations of sensing, and human–AI interaction literature, the review integrates findings from management, information systems, and innovation studies. The synthesis reveals that technological sensing—employees’ ability to identify, interpret, and anticipate emerging technologies—does not directly translate into innovation, but operates through the development of distinct GenAI capabilities. In particular, GenAI evaluation capability consistently emerges as a stronger driver of innovative work behavior than GenAI usage capability alone, as it enables critical judgment, contextualization, and creative recombination of AI-generated outputs. The review further highlights contextual moderators such as leadership support, task complexity, and organizational climate. Overall, the study advances theory by positioning individual sensing as a microfoundation of AI-enabled innovation and offers implications for organizations seeking to leverage GenAI beyond efficiency gains.

Nuraini, Fitria Nita; Listyani, Indah; Prasasti, Karari Budi

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to analyze the quality control of white crystal sugar production at ABC Sugar Factory using the Statistical Quality Control (SQC) method. The research employed a descriptive quantitative approach with a case study design. The primary data consisted of production volume and defective product data during the 2024 production period, while supporting data were obtained through observation and interviews with the Quality Control department. The analytical tools applied included check sheets, histograms, Pareto diagrams, p control charts, and fishbone diagrams. The results show that from a total production of 190,745.89 tons, defective products amounted to 66.70 tons, representing 0.33 percent of total output. The identified defects consisted of wet sugar at 45 percent, brownish sugar color at 30 percent, and oversized sugar crystals at 25 percent. Defective products occurred only during the first to third production periods, while no defects were observed from the fourth to seventh periods. The p chart analysis indicates that the production process was statistically out of control in the early periods but became stable and controlled in the subsequent periods. From a managerial perspective, these findings provide practical guidance for improving manufacturing quality through enhanced process control, equipment maintenance, and workforce capability development.

Akbar Akbar; Almansyah Rundu Wonua; Sudarnice Sudarnice

Jurnal Manajemen dan Ekonomi Bisnis 2025 Pusat Riset dan Inovasi Nasional

The purpose of this research is to determine the influence of knowledge sharing and innovative work behavior on organizational innovation capability. This research design uses a quantitative approach with a survey method. This approach is used to measure the influence of knowledge sharing variables and innovative work behavior on innovation capability. This research was conducted at the PDAM Kolaka Regency office, Southeast Sulawesi Province. The population of this study was 30 employees of PDAM Kolaka Regency, Southeast Sulawesi Province. In this research, primary data sources are used in the form of survey results by distributing questionnaires to obtain information and responses related to knowledge variables, innovative work behavior and employee innovation capabilities. To test the hypothesis, this research uses PLS-SEM with the help of the Smart-PLS version 3.0 application.  The research results show that there is no influence between knowledge sharing and innovative work behavior on organizational innovation capability .  

Hendra Jatnika; Mia Kusmiati

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

Goals – Goals from studies This is For explore approach strategic in development System Information Management (SIM) as integral part in support digital transformation of modern organizations. Study This emphasize importance integration technology information , effective data management as well as improvement digital competence resources Power man in operation system. Design/ methodology / approach – Conceptual article This use method review library with analyze various work relevant academic and technical manuals , in particular related implementation of SIM in the sector public and private . Study This referring to the works Jatnika et al. (2022–2024), including utilization Microsoft Office applications as skills supporting basis​ organizational digital literacy . Findings – Findings studies This show that SIM development is not just effort technical , but rather need strategic in support digital transformation . Key strategies covers design modular systems , data mining integration , training programs based users , and evaluation system in a way periodic . Components This allows organization build responsive and adaptive SIM ecosystem . Implications practical – Organizations that want to do digital transformation is necessary invest in development digital capabilities of sources Power the human as well as ensure effectiveness use developed SIM system in a way strategic can become driving force main in increase efficiency , accuracy , and capability taking decision across work units . Originality / value – Study This offers a conceptual model structured about development of SIM in context digital transformation , based on literature applications and needs organizations in the real world . This article give outlook practical for taker policy , IT managers , and HR developers .  

Mia Kusmiati

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

Purpose – Purpose This is for explore interconnection strategic between system energy and defense in support resilience national with propose draft paradigm energy dual role paradigm This positioning energy No only as protected objects​ from threat external, but also as subject strategic support​ operation military through energy renewable, implementation network smart, and technology storage battery. Design/ methodology / approach – Research This use approach review library systematic (SLR) for synthesize findings academic and reports policy from three year lastly, which involves source journal national (SINTA indexed) and international (Elsevier, Springer, IEEE, etc.), with focus on intersection between resilience energy and defense strategy national. Findings – Review This disclose that infrastructure resilient energy​ increase capability defense, while system formidable defense​ ensure continuity supply energy national research​ This propose an integrative model consisting of from three layer strategic: integration policy national (between RUEN and RENSTRAHAN), development infrastructure green and digital, and development capacity source Power man together. Framework Work integrative This strengthen reciprocal resilience​ between sector energy and defense. Implications practical – The makers policies, institutions military, and stakeholders interest energy pushed for together implementing synchronized strategies, integration curriculum and investment in infrastructure digital energy use reach resilience national term long in face uncertainty geopolitics and environment. Originality / Value – Study This introduce framework Work new paradigm energy role double in defense national, which provides runway theoretical and practical for integrate transition energy sustainable with planning defense strategic. Study This contribute in a way conceptual for bridge gap between policy energy and defense strategy, especially in context threat hybrids and vulnerabilities system cyber-physical.

Mila Sartika; Vincent Didiek Wiet Aryanto; Kusni Ingsih

Proceeding of the International Conference on Management, Entrepreneurship, and Business 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the influence of employer branding and digital capability on turnover intention, with employee engagement serving as a mediating variable, in Small and Medium Enterprises (SMEs) in Central Java Province. The research design uses a quantitative approach with an explanatory research method. The research sample consists of 205 SMEs employees selected using purposive sampling techniques with criteria of a minimum of six months of service and active use of digital technology in their work. Data were collected through a Likert-scale questionnaire and analyzed using Structural Equation Modeling based on Partial Least Squares (SEM-PLS). The results indicate that employer branding has a positive effect on employee engagement and a negative effect on turnover intention. Digital capability has a positive effect on employee engagement, but its direct effect on turnover intention is not significant. Employee engagement was found to mediate the relationship between employer branding and turnover intention, as well as between digital capability and turnover intention. These findings reinforce the relevance of Social Exchange Theory and the Resource-Based View in the context of human resource management in the SME sector, while also providing practical implications that strengthening employer branding and enhancing employees' digital competencies can reduce turnover intention.

Agus Gilang Hermawan; Desmira Desmira

Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

The advancement of digital technology has had a significant impact on broadcasting production systems, including at Radio Republik Indonesia (RRI) Banten. This study aims to examine the performance of the vMix Pro application in improving production efficiency and the quality of digital broadcast programs at RRI Banten. The research employed a descriptive qualitative method, with data collected through field observations, interviews with broadcast technicians, and literature studies. The results indicate that the implementation of vMix Pro increased production time efficiency by 50%, reduced operational costs by 40%, and decreased the number of required technical operators from five to three. In terms of quality, both video and audio outputs showed improvement, achieving an average score above 4.6 on a 5-point scale, reflecting more stable, clear, and professional broadcasts. With its user-friendly interface and high device integration capability, vMix Pro has proven effective in streamlining workflows, optimizing resource utilization, and enhancing the overall production quality of broadcasts at RRI Banten

Rafki Parifia; Alexa Ayu Dewanda; M. Taura Zilhazem; Fathur Rahman; Sakban Sakban

Jurnal Pendidikan Dirgantara 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The implementation of educational policies in schools plays a pivotal role in improving the quality of teaching and learning processes. The success of these policies is determined by the readiness of educational institutions, the professional competence of teachers, and the active involvement of various supporting stakeholders. Each of these elements significantly contributes to the effectiveness of learning outcomes in the classroom. However, policy implementation often faces challenges such as inadequate infrastructure, lack of comprehensive teacher training, and a mismatch between national policies and the specific needs of local educational contexts. In this regard, schools must be able to adapt policy frameworks to suit their unique environments, ensuring that the goals of the policy are effectively aligned with students’ learning needs. Teachers play a central role as key implementers who are not only required to understand the substance of educational policies but also to apply them creatively and contextually in their classrooms. Their ability to interpret and operationalize these policies directly affects the quality of educational delivery. Furthermore, continuous evaluation is essential to measure the extent to which policies have been effectively implemented. This evaluation process serves not only as a feedback mechanism but also as a basis for future policy adjustments and improvements. It enables stakeholders to identify gaps, assess outcomes, and refine strategies to ensure sustainable educational development. In conclusion, effective policy implementation requires a holistic approach that involves institutional preparedness, teacher capability, stakeholder support, contextual adaptation, and ongoing evaluation. Without these elements working in synergy, even well-formulated policies may fall short in achieving their intended impact on educational quality and student success.

Etri Rode Wisna Wati; Muhammad Toyib Daulay; Insan, Muhammad Yaizamul

Jurnal Riset Rumpun Ilmu Ekonomi 2025 Lembaga Pengembangan Kinerja Dosen

This study aims to assess extent to which leadership, communication, and competence influence employee performance at Point Coffee Medan. The research was motivated by field findings that indicated a decline in work quality, such as delays in task completion, miscommunication among employees, and a lack of capability in carrying out tasks effectively. These issues highlight the need for improvements in human resource aspects, particularly in leadership style, communication effectiveness, and employee competence. A quantitative research method with a descriptive approach was employed. Data were collected through questionnaires distributed to 38 employees of Point Coffee Medan. The research instruments were tested for validity and reliability, and the data were analyzed using multiple linear regression. The goal of the study was to determine both the partial and simultaneous effects of the three independent variables on employee performance. The analysis results indicate that leadership, communication, and competence have a positive and significant impact on performance, both individually and collectively. Effective leadership helps guide and motivate employees in completing their tasks. Clear and open communication fosters collaboration and a harmonious work environment. Meanwhile, strong competence enables employees to work more efficiently, accurately, and productively. In conclusion, the improvement of employee performance is strongly influenced by the leader's ability to manage the team, the quality of internal communication, and the mastery of work-related competencies. Therefore, the company is advised to enhance these three aspects as part of its human resource management strategy

Rara Sriartati Redjeki; Eko Nurwahyudi; Purwatiningtyas Purwatiningtyas; Budi Hartono; Theresi Dwiati Wismarini

Jurnal Pengabdian dan Perubahan Sosial 2025 Lembaga Pengembangan Kinerja Dosen

This community service activity stems from a core challenge faced by Micro, Small, and Medium Enterprises (MSMEs) in Semarang City: the difficulty in consistently producing high-quality promotional visual content, primarily due to budget constraints and the lack of professional design skills. This condition severely hampers their competitiveness in the digital marketplace. The main goal of this activity was to enhance the technical capability of MSME participants in using Gemini AI as a multimodal model to generate professional, ready-to-use visual assets, thereby achieving significant cost and time production efficiency. The solution offered was a hands-on training focusing on Prompt Engineering defined as the art of formulating detailed commands to control the AI's output. The activity was conducted through an intensive workshop and case study mentorship for 25 MSME actors. The evaluation results demonstrated a highly significant increase in competence. The participants' average cognitive score drastically rose from 48.5% on the pre-test to 87.9% on the post-test, proving the successful mastery of Prompt Engineering. Applied results showed that participants were able to produce product visual assets with an average quality of 87.5%. Participant satisfaction reached 95.0%, especially concerning the indicators of cost and time efficiency. This activity successfully democratized design, empowering MSMEs to be self-sufficient in content production, and tangibly strengthening their brand identity and competitiveness across digital platforms.

Rahma Puspita Rahayu; Nuralip Saipulpon Saiin; Intan Nur Aini; Selvin Arsya Karunia; Cindy Fa’era Islamy +8 more

Jurnal Pelayanan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

Kaloran Village is an area characterized by steep slope topography that makes it vulnerable to landslides, especially during the rainy season with high rainfall intensity. Although the landslide risk level in this village is still relatively low and has never caused any casualties, the potential for material losses and psychosocial impacts that may arise still need to be seriously anticipated. Disaster risk reduction efforts in Kaloran Village are carried out through the Disaster Resilient Village Work Program (Destana), which aims to increase the capacity and capability of the community in facing disaster threats. The program implementation method consists of three main stages: preparation through focus group discussions (FGDs) and interviews with stakeholders, preparation of the Destana document containing mitigation strategies and steps, and community empowerment through socialization activities and preparedness training. The results of the study indicate that Kaloran Village is categorized as a Medium Resilient Village with a resilience score of 68.97. This achievement serves as an important basis for strengthening the village preparedness system, which is followed up with the establishment of the Disaster Risk Reduction Forum (FPRB) "Kaloran Tangguh Rescue" as a community coordination forum. In addition, evacuation route maps were produced, which serve as technical guidance in the event of a disaster, and the development of the Destana (Disaster Preparedness and Disaster Management) and Contingency Plan (Renkon) documents, which serve as official guidelines for disaster mitigation and management efforts at the village level. This program demonstrates that active community participation, collaboration between stakeholders, and the development of strategic documents can strengthen village preparedness for the threat of landslides.

Meisa Nadiatul Fadliyah; Sigit Puji Winarko; Faisol Faisol

Journal Economic Excellence Ibnu Sina 2025 STIKes Ibnu Sina Ajibarang

This study aims to determine the influence of factors in the fraud hexagon theory on the potential for fraud, which is described through the variables of compensation suitability, competence, organizational culture, effectiveness of internal control systems, and leadership style. Fraud hexagon theory is a development of the fraud triangle and fraud diamond theories, which emphasize six main elements that cause fraud, namely pressure, opportunity, rationalization, capability, arrogance, and collusion. This theory is relevant to describe various internal factors that can encourage fraudulent behavior, especially in the public sector. This study uses a quantitative approach with multiple linear regression analysis methods and is processed using SPSS software version 30. The population in this study are apparatus or village employees who work throughout the Mojoroto District, Kediri City. The sampling technique uses a purposive sampling method, with predetermined criteria. The selection process resulted in 42 respondents, consisting of the Village Head, Village Secretary, and Village Treasurer, who play important roles in administrative and financial management at the village level. Data were collected through closed-ended questionnaires distributed directly to respondents and analyzed to determine the relationship between the independent and dependent variables. The analysis results showed that partially, only the effectiveness of the internal control system and leadership style significantly influenced the potential for fraud. This indicates that strengthening the internal control system and transparent and accountable leadership can minimize fraudulent activities. Meanwhile, the variables of compensation suitability, competence, organizational culture, and unethical behavior did not show significant effects individually. However, simultaneously, all of these variables were proven to significantly influence the potential for fraud. Thus, fraud prevention must be carried out holistically by considering all aspects contained in the fraud hexagon theory.