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A chronic metabolic disease characterized by elevated blood glucose levels due to insulin resistance or impaired insulin secretion is classified as type 2 diabetes mellitus. The prevalence of diabetes continues to rise each year and has become one of the major challenges in global health due to its potential to cause serious complications, such as cardiovascular disease, kidney failure, neuropathy, and vision impairment. In addition to pharmacological therapy, the use of herbal plants is increasingly being developed as a complementary therapy because they are considered safer, more readily available, and contain bioactive compounds with potential antidiabetic properties. This review article aims to assess the effectiveness of several herbal plants namely cinnamon (Cinnamomum cassia), fenugreek (Trigonella foenum-graecum), bitter melon (Momordica charantia), and moringa (Moringa oleifera) in aiding the management of type 2 diabetes mellitus based on various research findings. This study employs a literature review method by collecting and analyzing various national and international scientific publications related to the antidiabetic activity of these four plants. The review results indicate that all plants have potential as adjunct therapies for diabetes because they contain active compounds such as flavonoids, polyphenols, cinnamaldehyde, charantin, quercetin, trigonelline, and saponins, which can help reduce blood glucose levels, optimize cellular response to insulin, increase GLUT4 activity, and help minimize oxidative damage. Based on the study results, moringa and cinnamon plants demonstrated the most consistent effectiveness in contributing to blood sugar control in individuals with type 2 diabetes mellitus. Thus, these herbal plants have the potential to be used as complementary therapies in the management of type 2 diabetes mellitus; however, their use must still adhere to proper dosing and should not replace primary medical therapy.

A chronic metabolic disease characterized by elevated blood glucose levels due to insulin resistance or impaired insulin secretion is classified as type 2 diabetes mellitus. The prevalence of diabetes continues to rise each year and has become one of the major challenges in global health due to its potential to cause serious complications, such as cardiovascular disease, kidney failure, neuropathy, and vision impairment. In addition to pharmacological therapy, the use of herbal plants is increasingly being developed as a complementary therapy because they are considered safer, more readily available, and contain bioactive compounds with potential antidiabetic properties. This review article aims to assess the effectiveness of several herbal plants namely cinnamon (Cinnamomum cassia), fenugreek (Trigonella foenum-graecum), bitter melon (Momordica charantia), and moringa (Moringa oleifera) in aiding the management of type 2 diabetes mellitus based on various research findings. This study employs a literature review method by collecting and analyzing various national and international scientific publications related to the antidiabetic activity of these four plants. The review results indicate that all plants have potential as adjunct therapies for diabetes because they contain active compounds such as flavonoids, polyphenols, cinnamaldehyde, charantin, quercetin, trigonelline, and saponins, which can help reduce blood glucose levels, optimize cellular response to insulin, increase GLUT4 activity, and help minimize oxidative damage. Based on the study results, moringa and cinnamon plants demonstrated the most consistent effectiveness in contributing to blood sugar control in individuals with type 2 diabetes mellitus. Thus, these herbal plants have the potential to be used as complementary therapies in the management of type 2 diabetes mellitus; however, their use must still adhere to proper dosing and should not replace primary medical therapy.

Document-level sentiment analysis assigns a single polarity label to an entire review, often obscuring opinion diversity within multi-sentence submissions. This limitation is particularly evident in reviews of multi-service platforms, where users frequently express heterogeneous opinions toward different aspects of the platform in the same review. To address this challenge, this study proposes a sentence-level sentiment analysis framework for Indonesian Gojek app reviews collected from the Google Play Store. The proposed framework introduces a two-stage segmentation strategy that combines punctuation-aware rules with conjunction-aware splitting based on coordinating and adversative conjunctions (e.g., tapi [but], padahal [even though]) to identify opinion boundaries and decompose mixed-sentiment reviews into independently classifiable sentence units. A total of 14,730 raw reviews collected between May and July 2025 were subjected to data cleaning and quality filtering, resulting in 7,187 valid reviews that were further segmented into 14,187 sentence-level instances. Each instance was manually annotated by three annotators using a four-class labeling scheme consisting of app-positive, app-negative, app-neutral, and service categories. Sentiment-level inter-annotator agreement, computed on the subset of instances unanimously categorized as app-related by all three annotators (n = 4,384), achieved substantial agreement (Fleiss'  = 0.636). Hyperparameter optimization was conducted using Optuna with the Tree-structured Parzen Estimator (TPE) sampler across four experimental scenarios. The best performance was achieved by IndoBERTweet under Stratified K-Fold evaluation, attaining an accuracy of 0.751 and a macro F1-score of 0.729, outperforming all IndoBERT configurations. The results demonstrate the effectiveness of domain-adaptive pre-training on informal Indonesian text and highlight the value of conjunction-aware segmentation for preserving fine-grained opinion structures in mixed-sentiment reviews. These findings suggest that domain-aligned language representations provide a practical and effective solution for sentence-level sentiment analysis of Indonesian app reviews.

Cutaneous fungal infections caused by Malassezia furfur remain a significant health concern in tropical regions, highlighting the need for safe and effective alternative therapies. Moringa oleifera L. leaves are reported to contain various secondary metabolites, including flavonoids, tannins, and saponins, which exhibit potential antifungal activity. This study aimed to develop a topical suspension formulation of Moringa oleifera leaf extract and to evaluate the effect of varying extract concentrations on the physical characteristics of the preparation. An experimental method was employed using four formulations: F0 as the control, and F1, F2, and F3 containing 9%, 10%, and 11% extract, respectively. Evaluation parameters included organoleptic properties, homogeneity, pH, viscosity, and adhesiveness, as well as stability testing using a cycling test method for 12 days. The results demonstrated that all formulations exhibited good organoleptic characteristics, homogeneity, and viscosity. The pH values remained within the acceptable range for skin preparations, although slight fluctuations were observed during storage. Adhesiveness also showed variations across several testing cycles. Overall, the formulations met acceptable physical quality criteria and demonstrated potential for further development as topical suspensions; however, formulation optimization is still required to enhance stability during storage.

Cutaneous fungal infections caused by Malassezia furfur remain a significant health concern in tropical regions, highlighting the need for safe and effective alternative therapies. Moringa oleifera L. leaves are reported to contain various secondary metabolites, including flavonoids, tannins, and saponins, which exhibit potential antifungal activity. This study aimed to develop a topical suspension formulation of Moringa oleifera leaf extract and to evaluate the effect of varying extract concentrations on the physical characteristics of the preparation. An experimental method was employed using four formulations: F0 as the control, and F1, F2, and F3 containing 9%, 10%, and 11% extract, respectively. Evaluation parameters included organoleptic properties, homogeneity, pH, viscosity, and adhesiveness, as well as stability testing using a cycling test method for 12 days. The results demonstrated that all formulations exhibited good organoleptic characteristics, homogeneity, and viscosity. The pH values remained within the acceptable range for skin preparations, although slight fluctuations were observed during storage. Adhesiveness also showed variations across several testing cycles. Overall, the formulations met acceptable physical quality criteria and demonstrated potential for further development as topical suspensions; however, formulation optimization is still required to enhance stability during storage.

The Celeng Behel tradition is a form of local wisdom practiced by the people of Soropadan Village, Pringsurat District, Temanggung Regency, and is carried out through the Sadranan Kali ritual. This study aims to explain the form and function of the Celeng Behel tradition in the community’s daily life. The research uses a qualitative descriptive method with folklore and semiotic approaches. Data were collected through interviews, observations, and documentation, then analyzed to understand the cultural meanings behind the tradition. The results show that the Celeng Behel tradition has two main forms. First, it exists as oral folklore in the form of stories passed down from generation to generation. Second, it appears as a ritual practice, namely Sadranan Kali, which is held every year on the 10th of Sapar at Bendung Pondoh. The ritual includes communal prayers, the preparation of offerings, and the release of ducks into the river. These activities symbolize the community’s gratitude for the water that supports their farming and daily needs. The tradition also has important functions. It serves as a way for the community to express their hopes and concerns about nature, especially related to water and agriculture. It also strengthens social rules and cultural values that have been passed down over time. From a semiotic point of view, the symbols used in the ritual have both direct meanings and deeper cultural meanings that form shared beliefs in the community. In conclusion, the Celeng Behel tradition is not only a cultural activity, but also an important way to maintain harmony between humans, nature, and spiritual values in the life of the Soropadan community.

Diabetes Mellitus is a non-communicable disease with an increasing prevalence and has become a major public health concern globally and nationally. The incidence of diabetes mellitus is influenced by various individual and environmental factors. This study aimed to analyze the relationship between age, gender, and residential proximity to landfill areas and the incidence of diabetes mellitus in Bendosari District. A quantitative analytic observational design with a cross-sectional approach was employed. The study population consisted of 1,890 patient visit records recorded in the Management Information System of Bendosari Public Health Center in 2025. A total of 363 respondents were selected using proportionate stratified random sampling. Data were analyzed through univariate analysis, bivariate analysis using the Chi-Square test, and multivariate analysis using multiple logistic regression. The findings showed that age was significantly associated with diabetes mellitus incidence (p=0.000; OR=79.790; 95% CI=53.511–118.974). Gender was also significantly related to diabetes mellitus incidence (p=0.000; OR=0.298; 95% CI=0.203–0.435), indicating that females had a higher risk than males. In contrast, residential proximity to landfill areas was not significantly associated with diabetes mellitus incidence (p=0.308; OR=1.247; 95% CI=0.439–3.540). Multivariate analysis revealed that age and gender were the dominant factors influencing diabetes mellitus incidence, with the model explaining 56.1% of the variation. The study concludes that age and gender are significant determinants of diabetes mellitus incidence, whereas residential proximity to landfill areas has not been proven to significantly affect its occurrence.

Bangka Belitung Islands Province as the largest tin producer faces legality dilemmas and criminalization of artisanal miners due to permit centralization through Law Number 3 of 2020. This study aims to analyze the impact of centralization on artisanal miners' legal access, criminalization practices under Article 158 of the Mineral and Coal Law, and the form of Bangka Artisanal Miners Alliance (ATRB) struggle demanding legal certainty. The research employs qualitative case study approach with data collection techniques through literature study and document analysis of regulations, court decisions, and media reports. Findings show centralization narrows legal access causing slow and bureaucratic process for Artisanal Mining Area (WPR) designation and Artisanal Mining Permit (IPR) issuance. Criminalization practices more frequently affect small-scale miners major actors, creating injustice perceptions and worsening socio-economic conditions of mining households. ATRB emerges as a social movement demanding legal recognition through accelerated WPR and IPR plus economic redistribution through fair tin trade governance. Non-transparent royalty management reaching Rp1.7 trillion worsens community vulnerability. This research contributes to social movement and natural resource politics studies by emphasizing the importance of participatory legalization and governance reform to reduce social conflict.

Communication within the family, especially between parents and children, is an important foundation for the development of a child's personality, emotions, and social skills. The purpose of this writing is to identify the types of parental communication styles, analyze the factors that influence them, examine their impact on child development, and provide practical recommendations to improve the effectiveness of communication patterns within the family. The method used in writing this paper is a literature study. The discussion results show that there are three main types of parental communication styles: permissive, authoritarian, and democratic. The permissive style tends to give the child unlimited freedom, the authoritarian style emphasizes control and obedience, while the democratic style encourages openness and mutual respect. The choice of communication style is influenced by various factors such as educational background, culture, past experiences, and the socio-economic conditions of parents. Each communication style has a different impact on the emotional, social, and cognitive development of children. The democratic style is considered the most effective in optimally supporting child development. This article provides recommendations to parents to increase knowledge about dialogical-based parenting, practice assertive communication skills, give children space to express their opinions, and build a family culture that is open and mutually respectful.

Diarrhea has the potential to cause an Extraordinary Event (KLB) and is currently a leading cause of mortality in Indonesia, especially in children. Antibiotics are necessary for diarrhea caused by bacteria, but irrational antibiotic prescribing can increase the risk of antibiotic resistance. This literature review was conducted to provide an overview of the level of rationality of antibiotic use in pediatric patients with diarrhea in several Indonesian health facilities. The literature review was conducted by reviewing articles obtained through a Google Scholar search using the keywords "rationality of antibiotic use," "diarrhea," "children," and "evaluation of antibiotic use." Articles were selected using inclusion and exclusion criteria, resulting in 10 suitable articles. The study results indicate that the evaluation methods for antibiotic use include the Gyssens criteria, World Health Organization criteria, Ministry of Health Decree Standards, the 2012 World Gastroenterology Organization Guidelines, and the Rational Drug Use Module. Commonly used evaluation parameters include appropriate indication, appropriate drug, appropriate dose, and appropriate patient. Most parameters have obtained rational results, but there are several studies that are not rational in the appropriate indication, appropriate drug, and appropriate dose categories. Variations in the results of rational antibiotic use at each health facility are influenced by patient characteristics, policies at the health care facility, and the level of compliance of health workers with therapy guidelines.

Background: Acne vulgaris is one of the most common skin problems and is closely associated with the activity of Propionibacterium acnes. Long-term use of antibiotics may lead to bacterial resistance; therefore, alternative antibacterial agents derived from natural products are needed. White rice (Oryza sativa L.) is known to contain bioactive compounds such as flavonoids, alkaloids, terpenoids, tannins, and saponins, which potentially exhibit antibacterial activity. Objective: This study aimed to evaluate the antibacterial activity of ethanol extract of white rice against the growth of Propionibacterium acnes. Methods: This research was conducted as a laboratory experimental study using a post-test only control group design. The ethanol extract of white rice was prepared by maceration using 70% ethanol. Antibacterial activity was evaluated using the disc diffusion method with extract concentrations of 100%, 50%, 25%, 12.5%, and 6.25%. Clindamycin was used as a positive control, while sterile distilled water served as a negative control. The parameter observed was the diameter of the inhibition zone. Result: The results of phytochemical screening showed that the ethanol extract of white rice (Oryza sativa L.) contains flavonoids, alkaloids, and terpenoids. Antibacterial activity test showed that the ethanol extract of white rice at concentrations of 100%, 50%, and 25% was able to inhibit the growth of Propionibacterium acnes by forming an inhibition zone, while at concentrations of 12.5% and 6.25% no inhibition zone was formed. The highest inhibition zone diameter was found at a concentration of 100%. The ethanol extract of white rice at concentrations of 100% (7.65 mm), 50% (6.77 mm), and 25% (6.15 mm) was able to inhibit the growth of Propionibacterium acnes, and was classified as having moderate inhibition. In contrast, at concentrations of 12.5% and 6.25%, the ethanol extract of white rice did not show any inhibitory activity detected in vitro using the disc diffusion method. The results of statistical analysis showed a p value <0.001, which means there was a significant difference in the diameter of the inhibition zone between the treatment groups. Conclusion: In conclusion, the ethanol extract of white rice exhibits antibacterial activity against Propionibacterium acnes in a concentration-dependent manner; however, its inhibitory effect remains lower than that of clindamycin.

Diarrhea has the potential to cause an Extraordinary Event (KLB) and is currently a leading cause of mortality in Indonesia, especially in children. Antibiotics are necessary for diarrhea caused by bacteria, but irrational antibiotic prescribing can increase the risk of antibiotic resistance. This literature review was conducted to provide an overview of the level of rationality of antibiotic use in pediatric patients with diarrhea in several Indonesian health facilities. The literature review was conducted by reviewing articles obtained through a Google Scholar search using the keywords "rationality of antibiotic use," "diarrhea," "children," and "evaluation of antibiotic use." Articles were selected using inclusion and exclusion criteria, resulting in 10 suitable articles. The study results indicate that the evaluation methods for antibiotic use include the Gyssens criteria, World Health Organization criteria, Ministry of Health Decree Standards, the 2012 World Gastroenterology Organization Guidelines, and the Rational Drug Use Module. Commonly used evaluation parameters include appropriate indication, appropriate drug, appropriate dose, and appropriate patient. Most parameters have obtained rational results, but there are several studies that are not rational in the appropriate indication, appropriate drug, and appropriate dose categories. Variations in the results of rational antibiotic use at each health facility are influenced by patient characteristics, policies at the health care facility, and the level of compliance of health workers with therapy guidelines.

The digital transformation of the Indonesian judicial system through the implementation of e-court and e-litigation necessitates a redefinition of conventional evidentiary laws, which have historically been governed by the Herziene Inlandsch Reglement (HIR) and the Rechtreglement voor de Buitengewesten (RBg). This research aims to analyze the evidentiary strength of electronic documents as expanded means of proof in civil proceedings and to identify the challenges regarding their implementation. The research method employed is normative legal research using a statutory approach and a conceptual approach. The findings indicate that based on the principle of functional equivalence, electronic documents hold a legal status equivalent to paper-based documents, provided they meet the requirements of integrity, accessibility, and authenticity through certified electronic signatures as mandated by Law Number 1 of 2024 concerning Electronic Information and Transactions. The evidentiary strength of an electronic document may reach the level of conclusive evidence, similar to an authentic deed, if supported by a reliable electronic system. However, implementation still faces technical hurdles concerning metadata verification and limited human resource competency within the judiciary. This research recommends the urgent need for a new codification of civil procedural law and the standardization of digital forensic procedures in trials to ensure legal certainty and justice for all parties in the digital era.

The objective of this research is to examine how Minangkabau migrants in Bandung negotiate their cultural identity and how the philosophy "di mana bumi dipijak, di situ langit dijunjung" is implemented in their social adaptation. Data were collected through in-depth interviews with migrant students from West Sumatra at Universitas Pendidikan Indonesia, utilizing a qualitative approach and phenomenological method. The study indicates that Minangkabau migrants actively and dynamically negotiate their identity through integration patterns rather than assimilation. Situational strategies are employed; informants gain social acceptance by adopting local linguistic identities and behaviors (Sundanese) in public spaces, while maintaining core values in private spaces. The religious principles of Adat Basandi Syarak, Syarak Basandi Kitabullah, and the communication ethics of Kato Nan Ampek serve as adaptation guidelines that allow for external flexibility, such as in language and daily habits, while preserving fundamental, non-negotiable values. The success of this negotiation is significantly supported by the educational environment and the early internalization of traditional values. This process results in a hybrid identity, enabling migrants to preserve their authentic Minangkabau identity while becoming an integral part of the Bandung community.

Makeup artistry is an aesthetic skill that functions to enhance appearance while concealing facial imperfections. Techniques such as foundation selection, foundation mixing, contouring, and natural makeup application have been proven to influence the quality of makeup results, both in terms of durability and aesthetics. This study employs a literature review method by examining several national and international journals related to makeup techniques. The findings indicate that selecting the appropriate type of foundation and applying mixing techniques can extend makeup durability for more than two hours. Furthermore, daily makeup practice significantly improves practical skills within society, while basic knowledge of cosmetics shows a positive correlation with the proper use of cosmetic products. This review emphasizes that makeup techniques have a tangible impact on the quality of results, whether in educational contexts, professional practice, or everyday needs. Therefore, mastering both theoretical and practical aspects of makeup artistry is essential for the sustainable development.

The study highlights the importance of spirituality as a foundational framework for shaping adolescents’ life orientation in the complex digital era, marked by pervasive distractions and fragmented meaning. Ignatian spirituality, emphasizing reflection and lived experience as loci of encounter with God, provides a contextual approach to help adolescents construct deeper existential meaning. The study aims to examine how reflective practices within this framework support students of SMK Katolik St. Mikael Surakarta in internalizing spiritual values and navigating digital challenges. Using a qualitative descriptive case study design, data were collected from 195 reflective writings of twelfth-grade students and reduced to 90 representative samples. The film Hacksaw Ridge was employed as a reflective stimulus to enhance affective and existential engagement. Data analysis was conducted using the four pillars of Jesuit education: Competence, Conscience, Compassion, and Commitment. The findings reveal that all reflections contain at least one element of the 4C framework integrated with Ignatian spirituality. Reflection serves not only as a medium of self-expression but also as a transformative process fostering moral awareness, social sensitivity, and commitment to action. It effectively enables students to process both personal and digital experiences into meaningful learning. The study affirms the strong relevance of integrating spirituality, reflection, and Ignatian pedagogy in contemporary education, contributing to the formation of reflective, value-oriented individuals committed to the common good.

Tujuan dari penelitian ini adalah untuk mengevaluasi bagaimana penerapan Standar Akuntansi Pemerintahan (SAP) memengaruhi kualitas laporan keuangan pemerintah daerah. Selain itu, penelitian ini juga menyelidiki peran Sistem Informasi Pemerintahan Daerah (SIPD) sebagai faktor moderasi. Dengan menggunakan teknik purposive sampling, penelitian kuantitatif ini mengumpulkan 31 responden dari Organisasi Perangkat Daerah (OPD) di bawah pemerintah Kota Medan. Data yang digunakan berasal dari data awal yang dikumpulkan melalui kuesioner. Structural Equation Modeling berbasis Partial Least Square (SEM-PLS), yang dibantu oleh SmartPLS, digunakan untuk melakukan analisis data. Hasil penelitian menunjukkan bahwa penggunaan SAP berdampak positif dan signifikan terhadap kualitas laporan keuangan pemerintah daerah, tetapi SIPD tidak dapat mengontrol hubungan antara penggunaan SAP dan kualitas laporan keuangan. Studi ini meningkatkan penelitian teori institusional, terutama tentang bagaimana tekanan regulasi dan normatif membantu meningkatkan kualitas pelaporan keuangan sektor publik dengan menerapkan standar akuntansi. Penelitian ini memiliki manfaat bagi pemerintah daerah untuk meningkatkan konsistensi penerapan SAP dan mengoptimalkan SIPD melalui peningkatan kemampuan sumber daya manusia dan dukungan teknologi informasi. Penelitian ini terbatas pada jumlah sampel yang relatif kecil serta ruang lingkup yang hanya mencakup OPD di satu daerah, sehingga hasil penelitian belum dapat digeneralisasi secara luas.

The World Health Organization (WHO) states that mental health issues frequently arise during late childhood and early adolescence. Adolescence is  a transitional phase marked by physical, emotional, and social changes, which can impact an individual's psychological well-being. Data from the 2022 Indonesia-National Adolescent Mental Health Survey (I-NAMHS) showed that approximately 15.5 million adolescents (34.9%) experienced mental health problems, while 2.45 million adolescents (5.5%) were identified as having mental disorders. This confirms that adolescent mental health is an issue that requires serious attention. This study aimed to determine the mental health status of adolescents at SMA Negeri 1 Sokaraja. The research method used a quantitative descriptive design with a cross-sectional approach. The population included all 12th-grade students at SMA Negeri 1 Sokaraja, with 188 students selected as samples using a proportional random sampling technique. Data collection was conducted using the Mental Health Inventory (MHI-38) questionnaire and was analyzed using univariate analysis. The results of the study showed that the majority of respondents were in the good category, amounting to 114 (60.6%). Based on gender characteristics, the majority of respondents were female, amounting to 110 (58.5%), while based on residential status, most respondents lived with their parents/family, amounting to 187 (99.5%). These findings indicated that, in general, the mental health of adolescents at SMA Negeri 1 Sokaraja was in a fairly good condition.

The rapid development of financial technology (fintech) in the digital era presents both opportunities and challenges for the Islamic economic system. This study aims to analyze the concept of Islamic fintech, its role in digital economic transformation, and its legal review from the perspective of Islamic economic law (fiqh muamalah). Using a qualitative method with a normative juridical approach, this research examines various fintech models operating on sharia principles—including Islamic peer-to-peer (P2P) lending, digital Islamic crowdfunding, sharia payment gateways, and Islamic robo-advisory—and reviews their compliance with the principles of prohibition of riba (usury), gharar (excessive uncertainty), maysir (gambling), and the requirement of maslahah (public benefit). The results indicate that: (1) Islamic fintech represents a legitimate financial innovation insofar as it adheres to the principles of sharia; (2) the National Sharia Council–Indonesian Ulema Council (DSN-MUI) fatwas, particularly No. 117/DSN-MUI/II/2018 on Information Technology-Based Financing Services, provide a regulatory framework but require continuous updating to keep pace with technological developments; (3) Islamic fintech contributes significantly to financial inclusion, particularly for unbanked communities in Indonesia; and (4) challenges related to sharia compliance, data governance, and regulatory harmonization remain critical issues requiring the joint attention of regulators, sharia scholars, and technology practitioners. This study contributes to the development of Islamic economic law theory in the context of digital transformation and provides practical recommendations for Islamic fintech stakeholders.

This study examines the role of extension agents in supporting the success of beef cattle farmer groups in Tabongo District, Gorontalo Regency. The success of farmer groups is influenced not only by livestock potential, but also by the effectiveness of extension services, institutional capacity, and farmers’ willingness to adopt improved farming practices. Using an explanatory approach, the study collected primary data from 50 members of beef cattle farmer groups across nine villages through a Likert-scale questionnaire. Data were analyzed using descriptive statistics, validity and reliability tests, classical assumption tests, and multiple linear regression. The descriptive findings show that extension agents performed well as educators, facilitators, motivators, dynamizers, and catalysts. However, the catalyst role was excluded from the regression model because its indicators were invalid. Partially, only the motivator role had a significant effect on group success, with a coefficient of 1.683, t-value of 4.758, and significance value of 0.000. The educator, facilitator, and dynamizer roles showed positive but insignificant effects. Simultaneously, the roles of extension agents significantly influenced group success, with an F-value of 9.474 and significance value of 0.000. The R Square value of 0.457 indicates that extension agents explained 45.7% of group success.