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Showing 1524 articles found for "Model"

SITUATIONAL AND SPIRITUAL LEADERSHIP IN AN ISLAMIC PERSPECTIVE

Abdul Hamid
Abstract: Leadership in Islam is a mandate that demands responsibility, justice, and spiritual values. This research aims to explain the integration between situational and spiritual leadership in an Islamic perspective. The method… d used is a literature study by examining various scientific sources related to the concept of leadership. The results of the study show that situational leadership emphasizes the ability of leaders to adapt to the conditions of followers, while spiritual leadership is based on divine values, trust, and sincerity. Both, when integrated, give birth to a leadership model that is adaptive, moral, and oriented towards the benefit of the ummah as exemplified by the Prophet Saw.

IMPLEMENTATION OF DEEP LEARNING IN IMPROVING THE WRITING SKILLS OF DESCRIPTIVE TEXTS FOR GRADE 6 STUDENTS OF ELEMENTARY SCHOOL CLUSTER 1 BANGKALA DISTRICT JENEPONTO REGENCY

Alam syah, Nur, M. Agus, Andi Adam
Abstract: This study aims to analyze the implementation of deep learning in improving the descriptive text writing skills of grade VI students in Group 1, Bangkala District, Jeneponto Regency. Deep learning is seen as relevant to… overcome students' low writing ability which is characterized by a lack of detail, weak text structure, and lack of ability to choose diction. This study uses a qualitative approach with the type of Class Action Research (PTK) of the Kemmis and McTaggart model which is carried out in one cycle consisting of planning, action, observation, and reflection stages. Data was collected through observation, interviews, documentation, as well as pretest and posttest. The results of the study showed a significant increase in description writing skills after the application of Deep Learning. The average pretest score of 58.40 with 16% completeness increased to 83.20 in the posttest with 88% completeness. An increase in N-gain of 0.62 indicates a moderate–high increase category. In addition to improved grades, students showed positive changes in learning behavior, characterized by increased participation, analytical skills, and quality of reflection on their writing. This study concludes that deep learning is effective in improving descriptive text writing skills while fostering students' critical thinking and metacognitive skills. This model is feasible to be applied as an alternative to Indonesian learning strategies in elementary schools.

ARTIFICIAL INTELLIGENCE IN FINANCIAL RISK MANAGEMENT: A SYSTEMATIC LITERATURE REVIEW ON ENHANCING ORGANIZATIONAL RESILIENCE FOR FUTURE GLOBAL FINANCIAL CRISES

Han, Yonghwa, Nurwulandari, Andini, Hasanudin, Wulandari, Aghnia
Abstract: This study explores how incorporating artificial intelligence improves institutional resilience and overcomes the rigidity of conventional, data-based methods to alter financial risk management.  To find patterns in AI applications,… applications, resilience theory, and integration pathways, a qualitative systematic literature review was carried out utilizing theme synthesis in accordance with PRISMA peer-reviewed protocols. Findings show that AI techniques, machine learning for tail-risk detection, deep learning for high-frequency forecasting, and explainable AI for transparent decisions, yield up to 28% reductions in forecasting errors and halve recovery times during crises. The hybrid CNN Transformer architectures and transformer-based NLP models significantly enhance predictive accuracy and forward-looking insights. The study suggests financial institutions adopt integrated AI frameworks, invest in data quality and human–AI collaboration, and implement principle-based governance to balance innovation with fairness and stability. Limitations include reliance on published literature and limited representation of emerging AI models, warranting future longitudinal and context-specific empirical research.

SUSTAINABLE AGILITY-DRIVEN CULTURE IN HUMAN RESOURCE MANAGEMENT: A PRIDE FRAMEWORK FOR FUTURE-READY ORGANIZATIONS

Wulandari, Aghnia, Efendi, Suryono, Hasanudin, Han, Yonghwa
Abstract: This research develops the PRIDE Framework to integrate five interdependent dimensions, People (People-Centric Excellence), Resilience, Innovation, Development, and Empowerment, into a unified model explaining how HRM practices… actices drive both sustainability and agility. A systematic literature review guided by PRISMA principles was conducted, selecting peer-reviewed empirical and conceptual studies that examine HRM, organizational agility, and sustainability. Thematic synthesis and reflexive analysis produced a circular puzzle architecture representing these dimensions and their interconnections. Findings reveal that integrated people-centric policies, robust knowledge management, embedded innovation practices, continuous learning, and distributed decision-making create synergistic capabilities that enable rapid adaptation while maintaining long-term viability. Critical enablers include psychological safety, holistic wellness initiatives, adaptive learning programs, and outcome-based empowerment. The framework addresses gaps by showing sustainability and agility as complementary imperatives rather than competing priorities. Future research should validate the framework through multi-level and longitudinal studies, incorporate diverse language sources for broader context, and explore the impacts of AI-enabled HRM on each dimension. Limitations involve temporal and linguistic scope.

COLLABORATION IN COMMUNITY EMPOWERMENT INNOVATION FOR ACCELERATING SUSTAINABLE VILLAGE DEVELOPMENT IN SERANG DISTRICT

Muhammad Jaiz, Neka Fitriyah, Ikhsan Ahmad, Asih Kurnianingsih, Abdurohim
Abstract: Serang Regency has 326 villages with great agricultural, industrial, and coastal potential, but still faces north-south regional disparities, 18% stunting, and low digital literacy and female participation in the economy.… . This study examines the effectiveness of innovative pentahelix-based collaboration as a strategy for accelerating sustainable village development in Serang Regency within the framework of the Village SDGs and the 2025-2045 RPJPD vision. The objectives of this study are (1) to analyze the forms and mechanisms of pentahelix collaboration, (2) to evaluate its impact on improving the Village Development Index and achieving Village SDGs, and (3) to formulate concrete policy recommendations for the Serang Regency Government. The benefits of this study include operational guidelines for regional policy makers, replication of the model in similar areas in Banten, and contribution to the national target of independent villages towards Indonesia Emas 2045. The methodology used is descriptive qualitative with a systematic literature review and secondary document analysis. The results show that pentahelix collaboration has succeeded in increasing the average IDM by 18.71%, reducing village poverty by 4.08%, and strengthening the circular economy. Recommendations include allocating 15% of Village Funds for digital platforms and forming a district pentahelix task force.

TRAINING ON PRODUCING LOW-CALORIE TOFU-BASED SOUVENIRS IN KAMPUNG EMAS SEYEGAN, SUPPORTED BY UNY

Dewi Eka Murniati, Martono, Yosep Efendi, Wika Rinawati, Nur Aulia Wijayanti, Fitroh Anugrah Kusuma Yudha, Luthfi Fahmi Roshaanatun, Aji Abdussalim
Abstract: The Community Service Program (PKM) in Kampung Emas Seyegan was implemented to address local economic stagnation caused by limited product innovation, weak business management, and low digital marketing literacy among the… e Krapyak tofu industry center. Through a participatory approach and an applied training model, this program focuses on improving production and marketing capacities by developing healthy culinary products made from low-calorie tofu. The training included the processing of two flagship products—Tofu Rolade and Tofu Dimsum—with the application of food safety standards, flavor diversification, and packaging innovation. In addition, participants received assistance in business management, cost of goods sold (COGS) calculations, branding, as well as digital marketing using social media and e-commerce platforms. The results show a significant increase in production skills, understanding of the value chain, and the ability to downstream local souvenir products. The program successfully fostered an innovative entrepreneurial orientation, strengthened local culinary identity, and has the potential to increase household income and the economic sustainability of the community.

STRATEGIES FOR STRENGTHENING ACADEMIC AND NON-ACADEMIC EXCELLENCE THROUGH THE INTERNALIZATION OF CULTURAL VALUES AT MAN 2 MATARAM CITY

Ardi, Muhammad, Ahyar
Abstract: This study analyzes the strategies for internalizing cultural values at MAN 2 Kota Mataram and their contribution to educational quality. The study is based on the strategic role of madrasahs in integrating religious, academic,… ademic, and social dimensions as a response to globalization and character crises. A descriptive qualitative method was applied, using in-depth interviews, participatory observation, and documentation, analyzed through the Miles, Huberman, and Saldaña model. The findings reveal that religious values are reinforced through routine religious activities, discipline is enhanced by school regulations and digital attendance systems, academic culture is promoted through advanced classes and competitions, and social responsibility is cultivated through community service programs. Visionary leadership of the principal was found to be the dominant factor ensuring the consistency of these implementations. The study concludes that internalizing madrasah cultural values fosters positive habitus, enhances educational quality, and provides a replicable model for other institutions. Its contribution lies in strengthening the literature on Islamic education management by offering an integrative, culture-based approach to quality development.

REFORMULATION OF THE RELATIONSHIP BETWEEN ZAKAT AND TAX IN THE ISLAMIC FISCAL SYSTEM: A THEMATIC STUDY OF THE QUR’AN AND HADITH IN THE INDONESIAN CONTEXT

TB Rifat, Basyarudin, Eko Bambang Rahmono, Ahmad Pathonih, Asep Mustopa Kamal
Abstract: Indonesia faces a dualism within the Islamic fiscal system, where zakat and taxes operate separately without clear integration. This condition raises fundamental questions regarding the relationship between the two from… a sharia perspective and their implications for fiscal justice among Indonesian Muslims. This study aims to examine and formulate the relationship between zakat and taxes from the perspective of the Qur’an and Hadith in order to produce an applicable reformulation model within the context of Indonesia’s fiscal system. This research employs a qualitative approach using a thematic (maudhu‘i) method applied to primary Islamic texts. Qur’anic verses and Hadiths related to zakat, taxation (kharaj, jizyah, ‘usyur), and fiscal obligations were collected, classified, and comprehensively analyzed to identify the underlying connection between the two. The analysis is further supported by a study of maqashid al-shariah and contemporary ijtihad of Indonesian scholars. This study seeks to produce a reformulation model of the zakat–tax relationship through three possible schemes: (1) a partial substitution model, in which zakat can serve as a deduction for income tax up to a certain limit; (2) a complementary model, positioning zakat as a religious obligation and tax as a civic obligation with distinct functions; and (3) a progressive integrative model, integrating zakat into the national fiscal system through a more comprehensive tax incentive mechanism. The findings indicate that the Qur’an and Hadith provide a flexible foundation for all three models, depending on the context of maslahah and public interest.  

VALUE-BASED REPUTATION: TRANSFORMING ISLAMIC BANKING GOVERNANCE IN REALIZING THE SUSTAINABLE DEVELOPMENT GOALS (SDGs)

Abdul Hafith, Baiq El Badriati, Riduan Mas’ud
Abstract: This study aims to construct a conceptual model integrating value-based governance, value-based reputation, and the Sustainable Development Goals (SDGs) within the context of global Islamic banking. The research is motivated… ated by the need to bridge Islamic ethical values with modern governance and sustainability paradigms that emphasize the balance between profitability, moral integrity, and social responsibility. Employing a systematic literature review and thematic synthesis through qualitative analysis, this study identifies, categorizes, and synthesizes key conceptual themes relevant to the research focus. The findings reveal that value-based governance serves as an ethical foundation that strengthens value-based reputation, while the latter functions as a catalyst for achieving sustainable development objectives. The synergy among these three elements produces a governance model that positions the principles of maqāṣid al-sharī‘ah as a normative framework for ethical, transparent, and sustainable Islamic financial practices. The primary contribution of this research lies in the simultaneous integration of the three major frameworks—value-based governance, value-based reputation, and SDGs—which enriches theoretical discourse on Islamic financial governance and provides strategic direction for the development of policy, sharia auditing, and sustainability reporting systems oriented toward ethical values and global welfare.

APPLYING DEEP LEARNING TO SUPPORT EARLY COGNITIVE DEVELOPMENT IN PRIMARY STUDENTS: INSIGHTS FROM AN INDONESIAN ISLAMIC SCHOOL CONTEXT

Laswardi, Asmila Damayanti, Rizki Hamonangan Dalimunthe, Anita Adinda
Abstract: The rapid advancement of artificial intelligence (AI) offers new opportunities to enhance teaching and learning in early education. This study applies deep learning approaches to support early cognitive development among… primary students in an Indonesian Islamic school. A hybrid Convolutional Neural Network (CNN) and Long Short Term Memory (LSTM) model was designed to analyse students’ cognitive patterns, attention, and engagement. Using a mixed-methods design, the research involved 60 students aged 8–10 at MIS Terpadu Alhijrah Bintuju. The model processed multimodal classroom data to generate adaptive feedback and personalized learning pathways. Results showed significant improvements in attention (+18%), memory recall (+22%), and problem-solving (+25%) after eight weeks of AI-assisted learning. Qualitative findings revealed higher motivation, engagement, and self-regulation. The study demonstrates that culturally aligned AI systems can effectively enhance early cognitive development and promote learner autonomy in Islamic primary education.