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Komala Dewi Muslimin; Yuliana Yuliana; Tressan Eka Putri S. Katili; Nurlismi Subbe; Ismi Choirunnisa

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

The provision of herbal-based complementary feeding (MP-ASI) has several positive impacts, including improving mothers’ understanding and skills in preparing complementary foods from local food ingredients in accordance with local customs and socio-cultural practices, thereby enabling mothers to independently continue providing local complementary feeding. This study aimed to determine the effect of training on the preparation of herbal-based complementary feeding for mothers of children under three years old on their knowledge and skills in preparing complementary feeding. This study employed a quasi-experimental research design and was conducted at Kanda Public Health Center. The population consisted of all mothers with children under three years old in the working area of Kanda Public Health Center, totaling 245 mothers. The sample size in this study was 35 respondents. The results of the analysis showed that there was a significant difference in mothers’ knowledge before and after the training on complementary feeding preparation, with a significance value of 0.000.

Wahyu Cakra Dafitrianto; Dyah Wiji Puspita Sari; Retno Issroviatiningrum

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

Burnout among nurses is a serious problem that can reduce the quality of nursing services and the well being of nurses. Work motivation and self efficacy are psychological factors that play an important role in reducing burnout. The aim is to minimize the occurrence of burnout among nurses in their performance.The purpose of this study is to determine the significance of the relationship between work motivation and self efficacy with the level of burnout among nurses. This research is quantitative in nature with a cross-sectional approach. Data collection was conducted using questionnaires administered to 98 respondents from the total population. The instruments used included a work motivation questionnaire (ERG), a general self-efficacy scale (GSES), and a Maslach Burnout Inventory (MBI). The data collected was processed using Spearman's test and ordinal logistic regression. Results researchers found that respondents who reported high work motivation numbered 89 respondents with a percentage of (90.8%), self-efficacy among nurses also showed a high category in 90 respondents with a percentage of (91.8%), and the majority of burnout levels were in the low category range of 65 respondents with a percentage of (66.4). Statistical tests showed a relationship between work motivation and burnout levels with a p-value of 0.000 (a = -0.358), and showed that there was a relationship between self-efficacy and burnout levels with a p-value of 0.013 (a = -0.250). Furthermore, multivariate statistics found that work motivation was the dominant factor influencing burnout with a p-value of 0.012 (E = -2.030). Conclusion there is a significant relationship between work motivation and self-efficacy with the level of burnout among nurses. Nurses with high work motivation and self-efficacy tend to have lower levels of burnout. Work motivation is a dominant factor in influencing burnout.

Afridariyana Afridariyana; Rini Elfina; Septa Diana Nabella

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study examines the influence of work discipline, employee motivation, and work environment on employee performance at the Office of Women Empowerment, Child Protection, Population Control, and Family Planning (DP3AP2KB) of Batam City. The research applies a quantitative approach with an associative design to determine the relationship and influence among variables. Data were collected from all employees using a structured questionnaire that had been tested for validity and reliability to ensure the accuracy of the research instrument. The analysis technique used is multiple linear regression to evaluate both partial and simultaneous effects of the independent variables on employee performance. The findings indicate that work discipline, motivation, and work environment collectively contribute significantly to improving employee performance. Individually, each variable also shows a meaningful and positive effect, reflecting the importance of both internal and external factors in shaping employee outcomes and productivity. These results imply that strengthening discipline, enhancing employee motivation, and creating a supportive, comfortable, and conducive work environment are essential strategies for improving organizational performance and achieving institutional goals effectively. Therefore, organizations are encouraged to implement policies and programs that support employee development, maintain a positive work atmosphere, and improve overall work quality in a sustainable manner.

Darnoto, Brian Rizqi Paradisiaca; Firmawan, Dony Bahtera

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Sentiment analysis for Indonesian regional languages faces two persistent challenges: labeled training data is extremely limited for most regional varieties, and transformer models pre-trained on Bahasa Indonesia do not generalize reliably to languages with substantially different morphological structures. Prior work on the NusaX benchmark has primarily relied on direct fine-tuning, treating each regional language independently and without exploiting linguistic proximity between related languages as a transfer signal. This paper proposes Language-Similarity-Guided Transfer (LSGT), a sequential fine-tuning strategy that first adapts a pre-trained model to a pivot language selected using character trigram similarity, followed by fine-tuning on the target language. Four transformer models are evaluated across all 12 NusaX languages using the official train/validation/test splits: IndoBERT, NusaBERT, mBERT, and XLM-R. Performance is evaluated using four metrics: accuracy, macro F1, macro precision, and macro recall. Experimental results show that LSGT improves macro F1 in 44 of 48 model-language combinations, demonstrating that the fine-tuning strategy itself is a major factor in low-resource cross-lingual sentiment classification. XLM-R benefits most strongly from LSGT, achieving an average improvement of +0.137 macro F1 and a peak gain of +0.298 on Madurese. SHAP-based token attribution analysis further reveals that predictions rely heavily on named entities and domain-specific nouns rather than sentiment-bearing vocabulary, indicating a dataset-level bias inherited from the original SmSA corpus and propagated through the NusaX translation pipeline.

Asridianti Asridianti; Dewi Permata Sari; Septa Diana Nabella

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study examines the influence of technology utilization, records management, infrastructure, and training on employee performance at the Regional Financial and Asset Management Agency (BPKAD) of Batam City. A quantitative approach with an associative design was employed to identify relationships between variables and measure their effects. The study involved 89 employees as respondents using a saturated sampling method to ensure all members of the population were included. Data were collected through structured questionnaires and analyzed using multiple linear regression along with F-test and t-test to assess both simultaneous and partial effects. The findings reveal that all independent variables simultaneously have a significant impact on employee performance, while individually technology, records management, infrastructure, and training also demonstrate significant positive effects. These results indicate that the effective use of digital systems, well-organized archival practices, adequate and supportive facilities, and continuous training programs play a crucial role in enhancing employee performance and productivity, as well as improving efficiency, accuracy, and overall organizational effectiveness. The study suggests that organizations should strengthen technological implementation, improve document management systems, provide sufficient work facilities, and conduct sustainable training programs to achieve optimal and long-term organizational outcomes.

Cosmas Eko Suharyanto; Suali Suali

This study analyzes the strategic role of non-governmental organizations (NGOs) in managing Indochinese refugees namely from Vietnam, Cambodia, and Laos on Galang Island during the period 1979–1996. The “boat people” crisis at that time required a multisectoral response that was not only emergency-based but also sustainable, linking Indonesia’s transit policies with applicable international protection standards. Using a literature review method of international journal articles and program technical documents, this study finds that NGOs performed crucial functions beyond mere logistical assistance, particularly through structured educational planning such as the Overseas Refugee Training Program (ORTP). Recent literature indicates that NGO consortia such as SCF and EIL, along with faith-based organizations such as JRS, YCK, and ICMC, played a significant role in fostering refugee self-reliance through cultural orientation curricula and work simulation programs (Work Orientation). Despite various structural challenges and resource limitations, the experience on Galang Island demonstrates the effectiveness of partnerships between NGOs and the government in supporting adaptive and sustainable regional humanitarian diplomacy.

Kahardani, Moh Zalmi; Erwin Santosa

This study presents a systematic qualitative literature review examining regulatory, ethical, and organizational challenges in the adoption of artificial intelligence (AI) for letter of credit (LC) automation in trade finance. Synthesizing prior interdisciplinary research, the review finds that AI technologies—such as machine learning and natural language processing—offer substantial efficiency, accuracy, and transparency gains in documentary credit examination. However, these benefits are constrained by regulatory uncertainty stemming from legacy legal frameworks, ethical concerns related to algorithmic opacity, bias, and accountability, and organizational challenges involving trust, governance, and workforce readiness. The findings highlight that AI-driven LC automation constitutes a socio-technical transformation rather than a purely technological upgrade, requiring alignment between evolving regulation, responsible AI governance, and organizational change management. This study contributes to the trade finance and digital transformation literature by providing an integrated perspective on how transparency can be institutionalized without undermining trust in automated financial decision-making

Novrizal; Cahyatih Kumandang

Digital transformation has intensified scholarly interest in leadership; however, existing research predominantly emphasises leadership styles and strategic orientations, leaving the role of micro-level leadership behaviours underexplored. This qualitative systematic literature review synthesises prior studies to examine how everyday leadership behaviours function as behavioural antecedents of organisational performance in digital transformation contexts. Drawing on a structured review of interdisciplinary literature, the study identifies cognitive, relational, and adaptive leadership behaviours as central mechanisms through which digital initiatives are translated into performance outcomes. The findings reveal that micro-level behaviours—such as sensemaking, empowering communication, psychological safety cultivation, and behavioural flexibility—indirectly shape organisational performance by fostering digital capabilities, innovative work behaviour, and employee resilience. By shifting the analytical focus from abstract leadership constructs to observable behavioural micro-foundations, this review contributes to digital leadership and organisational performance literature and offers integrative insights for future empirical research and managerial practice

Dilfa Simbala; Silvia Dewi Mayasari Riu; Norman Alfiat Talibo

JURNAL ILMIAH KESEHATAN MASYARAKAT DAN SOSIAL 2026 CV. ALIM'SPUBLISHING

Burnout syndrome is a condition characterized by emotional exhaustion, depersonalization, and a diminished sense of self-efficacy that nurses often experience due to high workloads. One approach that can be taken to reduce the level of burnout syndrome is through mindfulness-based breathing exercises. The objective of this study is to determine the effect of mindfulness-based breathing exercises on the level of burnout syndrome among nurses in the inpatient ward at R. W. Mongisidi Teling Hospital, a Type II General Hospital in Manado. This study employed a quasi-experimental design using a one-group pretest-posttest approach. The study population consisted of 87 nurses, with a sample of 20 respondents selected using purposive sampling. Data collection was conducted using the Mindfulness-Based Breathing Exercise SOP and a burnout questionnaire. The data were then analyzed using a T-test with a significance level (α) of 0.05. The study results showed that the mean score for the burnout syndrome among nurses in the inpatient ward of R. W. Mongisidi Type II General Hospital before the mindfulness-based breathing exercise intervention was 43.65, and the mean score after the intervention decreased to 40.40. The T-test results yielded a p-value of 0.000 < 0.05, indicating a significant effect of mindfulness-based breathing exercises on the burnout syndrome levels among nurses in the inpatient ward of RS TK II. R. W. Mongisidi in Teling, Manado. Mindfulness-based breathing exercises have a significant effect on burnout syndrome levels among nurses because this intervention helps improve self-awareness, control emotions, and reduce work-related stress. Recommendation: This intervention can be routinely implemented in hospitals as an effort to improve nurses’ psychological well-being and the quality of healthcare services.

Dilfa Simbala; Silvia Dewi Mayasari Riu; Norman Alfiat Talibo

JURNAL ILMIAH KESEHATAN MASYARAKAT DAN SOSIAL 2026 CV. ALIM'SPUBLISHING

Burnout syndrome is a condition characterized by emotional exhaustion, depersonalization, and a diminished sense of self-efficacy that nurses often experience due to high workloads. One approach that can be taken to reduce the level of burnout syndrome is through mindfulness-based breathing exercises. The objective of this study is to determine the effect of mindfulness-based breathing exercises on the level of burnout syndrome among nurses in the inpatient ward at R. W. Mongisidi Teling Hospital, a Type II General Hospital in Manado. This study employed a quasi-experimental design using a one-group pretest-posttest approach. The study population consisted of 87 nurses, with a sample of 20 respondents selected using purposive sampling. Data collection was conducted using the Mindfulness-Based Breathing Exercise SOP and a burnout questionnaire. The data were then analyzed using a T-test with a significance level (α) of 0.05. The study results showed that the mean score for the burnout syndrome among nurses in the inpatient ward of R. W. Mongisidi Type II General Hospital before the mindfulness-based breathing exercise intervention was 43.65, and the mean score after the intervention decreased to 40.40. The T-test results yielded a p-value of 0.000 < 0.05, indicating a significant effect of mindfulness-based breathing exercises on the burnout syndrome levels among nurses in the inpatient ward of RS TK II. R. W. Mongisidi in Teling, Manado. Mindfulness-based breathing exercises have a significant effect on burnout syndrome levels among nurses because this intervention helps improve self-awareness, control emotions, and reduce work-related stress. Recommendation: This intervention can be routinely implemented in hospitals as an effort to improve nurses’ psychological well-being and the quality of healthcare services.

Oktavianus Nong Vicky; Gabriel Angelo Gedi; Ferdinan Selestino Trifon; Molsiprimka Trio D. M. Asiki; Aurelius Mosa

jurnal Riset Rumpun Agama dan Filsafat 2026 Pusat Riset dan Inovasi Nasional

This study aims to analyze intersubjectivity, love, and hope in the anime The Fragrant Flower Blooms With Dignity through the perspective of the existentialist philosophy of Gabriel Marcel. The research employs a qualitative method using a literature review and content analysis approach. Data were collected from relevant philosophical texts on Marcel’s thought and from the analysis of scenes, dialogues, and character development in the anime. The findings reveal that the relationship between Kouruko Waguri and Rintaro Tsumugi reflects the concept of intersubjectivity as an authentic encounter between “I” and “Thou,” where both individuals recognize each other as subjects. The concepts of being and presence are manifested through genuine presence and relational openness, while having functions as a supporting element that does not lead to possessiveness. Furthermore, fidelity, love, and hope emerge as central dimensions in the fulfillment of the characters’ existence, as these aspects enable their relationship to develop in a meaningful and profound way. This study demonstrates that popular cultural works such as anime can serve as relevant media for philosophical reflection in understanding human existence as inherently relational.

Ririn Uke Saraswati; Ranuyoga Arsyiandi; Dany Prio Hutomo; Muhammad Harun Marifatullah; Naidi Wizaya

JURNAL RISET AKUNTANSI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to analyze the effect of training and career development on employee performance at PT XYZ Teknik. The study used a quantitative approach with a survey method. The study population was 82 employees, with a saturated sampling technique so that the entire population was sampled. Data were collected through distributing questionnaires that had been tested for validity and reliability, so they were suitable for use as research instruments. Data analysis was carried out using statistical tests, namely the t-test to see the partial effect and the F-test to test the simultaneous effect between variables. The results showed that training had a significant effect on work performance, indicated by a calculated t-value of 3.498 which was greater than the t-table of 1.990 and a significance level of less than 0.05. In addition, career development also had a significant effect with a calculated t-value of 3.448 which was greater than the t-table of 1.990 and a significance level of less than 0.05. Simultaneously, training and career development were proven to have a significant effect on employee performance with a calculated F-value of 206.883 which was greater than the F-table of 3.11. These findings emphasize the importance of implementing structured training programs and ongoing career development to optimally improve employee competency and performance.

Aris Suliyono; Syafiuddin, Afif

Eksekusi: Jurnal Ilmu Hukum dan Administrasi Negara 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

Legal protection for Indonesian Migrant Workers (PMI) remains a strategic issue in the context of global labor mobility, particularly given the complexity of challenges encompassing legal, social, economic, and cross-border governance dimensions. Although Indonesia has ratified the 1990 Migrant Workers Convention through Law No. 6 of 2012 and enacted Law No. 18 of 2017 on the Protection of PMI, the implementation of such protections continues to face significant obstacles. This study aims to analyze the effectiveness of legal protection for PMI, including non-procedural workers and their family members, as well as to evaluate the role of the state and relevant institutions in ensuring comprehensive protection. Employing a normative juridical method, data were collected through document analysis and literature review. The findings reveal a gap between the existing legal framework and its implementation, as evidenced by weak inter-agency coordination, limited diplomatic capacity, and low levels of legal literacy among prospective migrant workers. Furthermore, contemporary issues such as covert human trafficking, violations of migrant workers’ children’s rights, and inconsistencies in the enforcement of bilateral MoUs exacerbate the vulnerability of PMI, particularly in the informal sector. This study recommends strengthening community-based protection mechanisms, reforming migration governance, and mainstreaming human rights and gender-sensitive approaches in migration policies.

Made Riska Putri Astiyanti; Luh Putu Meri Saptiani; Dwi Suci Jayanti Nirmala; I Wayan Agus Parta Wijaya

Akuntansi dan Ekonomi Pajak: Perspektif Global 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The rapid evolution of digital technologies has fundamentally reshaped tax administration systems, particularly for Micro, Small, and Medium Enterprises (MSMEs), which constitute a critical driver of economic development yet continue to demonstrate suboptimal levels of tax compliance. This study aims to critically examine the role of Application Programming Interface (API)-based tax automation in enhancing MSME tax compliance through a systematic narrative literature review approach. Employing a qualitative design, this study synthesizes recent scholarly works published within the last five years to identify patterns, relationships, and emerging trends in digital taxation practices. The findings indicate that API-based automation significantly improves administrative efficiency, minimizes human error, and facilitates real-time data integration between taxpayer systems and tax authorities. Moreover, such integration enhances transparency and reduces compliance costs, thereby fostering voluntary compliance behavior among MSMEs. Nevertheless, the effectiveness of this technological intervention is contingent upon several structural and behavioral factors, including digital literacy, technological readiness, and the availability of reliable digital infrastructure. Persistent disparities in these areas may constrain the scalability and inclusiveness of API implementation. This study underscores that API-based tax automation represents a transformative policy instrument in modernizing tax administration systems, provided it is supported by coherent regulatory frameworks, capacity-building initiatives, and equitable infrastructure development. The findings contribute to the broader discourse on digital taxation by offering a conceptual foundation for developing adaptive and sustainable compliance strategies in the era of economic digitalization

Aqil Rajmico; Adria Wuri Lastari; Mulia Inda Purwati

Jurnal Manajemen Riset Inovasi 2026 Pusat Riset dan Inovasi Nasional

This study aims to examine the effect of job stress and organizational support on employee performance at Bank Pembangunan Daerah Jambi, Sengeti Branch. This research uses a quantitative method with a survey approach. The population in this study consisted of all employees of Bank Pembangunan Daerah Jambi Sengeti Branch totaling 33 employees. Data were collected through questionnaires using a Likert scale. Data analysis was conducted using multiple linear regression analysis preceded by instrument testing (validity and reliability) and classical assumption tests including normality, multicollinearity, and heteroscedasticity tests. The results show that job stress has a positive and significant effect on employee performance with a significance value of 0.009 (< 0.05). Organizational support also has a positive and significant effect on employee performance with a significance value of 0.003 (< 0.05). Simultaneously, job stress and organizational support significantly influence employee performance with a significance value of 0.024 (< 0.05). The coefficient of determination (R²) value of 0.821 indicates that 82.1% of the variation in employee performance can be explained by job stress and organizational support variables, while the remaining 17.9% is influenced by other variables outside this study.

Cindy Widiyanti; Ishmatun Naila; Lilik Binti Mirnawati

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to examine and review the impact of language learning through text-based methods on the cognitive abilities of elementary school students. The research approach used is a qualitative study with the main instrument being the researcher, and supporting instruments including observation, interviews, and documentation of student learning outcomes at the elementary school level. Research data was obtained from various library sources, such as books, scientific articles, national and international journals, and other relevant scientific works related to text-based learning and student cognitive development. The results of the study indicate that the implementation of Indonesian language learning with text-based methods has a diverse impact on students. Differences in learning outcomes are not only influenced by the strategies and learning processes implemented by teachers, but are also closely related to students' cognitive abilities in understanding, interpreting, and processing information from Indonesian texts. Thus, text-based methods need to be adapted to the characteristics and levels of students' cognitive abilities so that learning objectives can be optimally achieved.

Faradiba Azzahra; Roni Lukum; Fidya Ramadhani Abdullah Dede; Nurinda Ibrahim; Eka Haspy Mulbiyanti

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This article discusses strengthening civic identity through multicultural education based on local wisdom in Gorontalo Regency. The main problem raised is how local culture, although recognized as a symbol of regional identity, has not been fully translated into an inclusive and reflective pedagogical design to shape students' civic awareness. This study uses a qualitative case study design based on document analysis, with data sources in the form of indexed journal articles, regional official publications, and educational documents published in 2021–2026. The focus of the study is directed at educational practices in Limboto and Dungaliyo. The data was selected purposively based on relevance, credibility, and thematic proximity, then analyzed through the stages of data reduction, data presentation, and conclusion drawn. The results of the study show three main findings: first, huyula local wisdom as the value of mutual cooperation, solidarity, and collective responsibility functions as a cultural bridge that connects social diversity with civic disposition. Second, multicultural education is more effective when local values are explicitly integrated into classroom interactions, school habituation, collaborative work, and reflective discussions. Third, challenges arise because many local values are still implicitly practiced so that they have not yet formed a reflective citizenship consciousness. This article concludes the need for a shift from symbolic recognition to structured pedagogical design through curriculum contextualization, teacher mediation, and school-to-community partnerships.

Dei Anjelia Nisa Br Ginting

Jurnal Kesehatan dan Kedokteran 2026 Lembaga Pengembangan Kinerja Dosen

According to the American Diabetes Association (ADA), diabetes mellitus is a chronic and complex disease that requires ongoing management and various strategies to control blood sugar levels and reduce associated risks. Patient Mrs. J, a 52-year-old woman and farmer, presented with complaints of numbness and tingling in both legs that began approximately 2 months prior to her current visit and had worsened over the past week. The symptoms felt like being pricked and sometimes felt hot, especially at night, thereby interfering with daily activities. The symptoms were accompanied by frequent urination, especially at night, frequent thirst, frequent hunger, a feeling of weakness, and intermittent blurred vision. The patient had been diagnosed with diabetes mellitus approximately 5 years ago but did not consistently take medication (glimepiride). The patient still frequently consumes sweet, coconut-based, and fried foods. Physical examination revealed reduced sensation in the lower extremities. Laboratory tests showed elevated blood sugar levels. Based on the medical history, physical examination, and supporting tests, the patient was diagnosed with Type 2 Diabetes Mellitus. The patient was advised to record test results and changes in his health status in a health record book, and to involve family members in supporting treatment adherence and a healthy lifestyle. The patient works as a farmer with an irregular income, depending on the harvest. Daily expenses are shared with his son, so his economic condition

Fitria Husna

Jurnal Ilmu Sosial, Bahasa dan Pendidikan 2026 Pusat Riset dan Inovasi Nasional

Self-development is a crucial competence for navigating the professional world; however, many individuals face significant barriers in optimizing this potential. This study aims to formulate an integrative model of Quranic Tadabur and bibliotherapy as a professional therapeutic intervention in counseling, addressing gaps in existing literature. Using a library research method with content analysis, the findings indicate that Quranic Tadabur effectively enhances essential self-development skills, including self-awareness, work motivation, problem-solving, time management, emotional regulation, critical and creative thinking, and social collaboration. Within the bibliotherapy framework, the self-development process is structured through stages of motivation, incubation, follow-up, and evaluation. Furthermore, several counseling techniques are proposed, such as self-management, minimal contact, counselor-led management, and directed counseling, to support individual growth. This integrative approach highlights the role of spirituality in fostering holistic personal and professional development. The study contributes theoretically to the advancement of spirituality-based counseling models, particularly in the context of modern career development, and offers a conceptual foundation for future empirical research.

Sugiarti, Astri; Inas Syabanasyah; Solehudin Solehudin

Jurnal Siti Rufaidah 2026 PPNI UNIMMAN

Healthcare-Associated Infections (HAIs) remain a major global challenge in healthcare services, contributing significantly to increased morbidity, mortality, and healthcare costs. Nurses’ compliance with the use of Personal Protective Equipment (PPE) is a critical component in infection prevention and control programs. Supervision by Infection Prevention and Control Nurses (IPCNs) is considered a key factor in improving compliance. This study aimed to analyze the relationship between IPCN supervision and nurses’ compliance with PPE usage in inpatient wards at Grha Permata Ibu Hospital, Depok, in 2025. This study employed a quantitative approach using a correlational analytic design with a cross-sectional method. The population consisted of all 56 nurses working in four inpatient wards, and total sampling was applied. Data were collected using a structured IPCN supervision questionnaire and direct observation checklists of PPE compliance. Data analysis included univariate and bivariate analysis using the Chi-square test. The results revealed that most respondents perceived IPCN supervision as moderate (58.9%), while the majority demonstrated compliance with PPE usage (62.5%). Bivariate analysis indicated a statistically significant relationship between IPCN supervision and PPE compliance (p = 0.001). Nurses receiving high-level IPCN supervision were 33.85 times more likely to comply with PPE usage compared to those receiving moderate supervision. In conclusion, IPCN supervision plays a crucial role in enhancing nurses’ compliance with PPE usage. Strengthening IPCN supervisory functions through structured monitoring, continuous education, and consistent evaluation is strongly recommended to improve patient and healthcare worker safety and to reduce the incidence of HAIs in hospital settings.