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Erinba Setya Azara; Brilliant Jagad Satrio; Angga Arief Sirajuddin; Mochammad Isa Anshori

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

The development of Artificial Intelligence (AI) has transformed how business organizations manage operations, process information, and make strategic decisions, thereby creating a need for leadership patterns that are more adaptive, visionary, and responsive to digital transformation. This study aims to explain the concept of AI Leadership in the business context, identify why modern leadership must adapt to the advancement of AI, and analyze the leadership strategies that are relevant for navigating the era of AI-driven business. The study employs a Systematic Literature Review (SLR) approach with a narrative-thematic synthesis of relevant open-access scholarly literature on AI Leadership, digital leadership, human–AI collaboration, business transformation, and AI ethics. The findings show that AI Leadership represents a modern form of leadership that emphasizes not only technological understanding but also the ability of leaders to direct organizational change, foster data-driven decision making, manage collaboration between humans and technology, and implement responsible AI governance. The study also finds that the main strategies required by leaders in the AI era include strengthening digital literacy, developing adaptive managerial capabilities, enhancing human–AI collaboration, and integrating ethical principles into technology implementation. This article contributes conceptually by reinforcing AI Leadership as a leadership framework that is highly relevant to modern organizations and offers practical implications for the development of business leadership in the era of digital transformation.

Daffa Nashwan Rabbanee, Muhammad; Ikhsan, Ibrahim

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

This study aims to analyze the transformation of Don’s character in the film Jumbo using K.M. Weiland’s character arc framework. The research employs a qualitative method with a descriptive-interpretative approach. Data were collected through repeated viewing of selected scenes that represent character development, and analyzed based on narrative structure, including exposition, inciting incident, rising conflict, climax, and resolution, as well as supported by visual elements such as facial expressions, gestures, and cinematic composition. The findings reveal that Don’s character undergoes a dynamic and gradual transformation. Initially, he is driven by a strong need for social validation, which develops into a negative change arc as he reinforces false beliefs and exhibits increasingly egoistic behavior. At the climax, Don reaches a critical turning point that triggers self-reflection. Ultimately, he transitions into a positive change arc, demonstrated through empathy, responsibility, and concern for others. This study highlights that character development in film is constructed through the interplay of conflict, social relationships, and a structured narrative process.

Hoirun Nisa; Shiva Azizul Ilmi; Siti Sahro; Mochammad Isa Anshori

Riset Ilmu Manajemen Bisnis dan Akuntansi 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The development of artificial intelligence (AI) has transformed organizational landscapes and driven fundamental changes in leadership practices and strategic management. This article aims to critically examine AI-based leadership by highlighting its opportunities, risks, and implications for strategic management. The study employs a qualitative literature-based approach using an integrative literature review strategy. The data consist of secondary scholarly literature relevant to AI, leadership, governance, innovation, and strategic management, which were analyzed through qualitative thematic analysis and conceptual content analysis. The findings show that AI-based leadership creates opportunities in the form of improved decision quality, faster strategic analysis, operational efficiency, stronger innovation, and enhanced organizational agility. However, AI integration also presents risks, including algorithmic bias, limited decision transparency, technological dependency, accountability challenges, and ethical concerns. This study confirms that AI does not fully replace human leaders; rather, it fosters a hybrid leadership model that requires technical, adaptive, transformational, and ethical capabilities. The study implies that the effectiveness of AI-based leadership depends on responsible governance, organizational cultural readiness, and balanced human–machine collaboration in supporting strategic management.

Devi Lestary; Grasela Sinta2; Sarmauli Sarmauli

Damai : Jurnal Pendidikan Agama Kristen dan Filsafat 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

 This research addresses the growing tendency of contemporary education to prioritize cognitive achievement while marginalizing character formation and spiritual development, resulting in an imbalanced educational paradigm that affects the holistic growth of learners in various educational contexts. In response, the research critically examines the concept and principles of Christian education as articulated by Ignatius Loyola, particularly in relation to contemporary educational challenges and the need for meaningful transformation in learning processes today. The study employs a qualitative approach using a literature review method, drawing on relevant academic sources such as books, peer-reviewed journal articles, and theological writings to support systematic and critical analysis. The findings indicate that Ignatian educational thought emphasizes holistic human formation through the integration of intellectual, moral, and spiritual dimensions, grounded in the principles of Ad Majorem Dei Gloriam, Cura Personalis, and Find God in All Things, which together foster reflective, value-oriented learning. The study contributes to contemporary educational discourse by offering an alternative framework that promotes holistic development, strengthens character formation, and addresses the limitations of cognitively oriented educational models in diverse educational practices.

Wilyan Adiasari; Sudarmiatin Sudarmiatin; Agus Hermawan

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

Health-related SMEs in Indonesia have significant opportunities to enter international markets, but many businesses still face limitations in digital capabilities, innovation, and readiness for external markets. This study aims to examine the influence of digital transformation on the success of health-related SMEs in going international, both directly and through business innovation as a mediator. The study employs a quantitative approach using a cross-sectional survey design involving 200 owners or key managers of SMEs in East Java, selected via purposive sampling. Data were analysed using Structural Equation Modelling-Partial Least Squares (SEM-PLS). The results indicate that digital transformation has a positive influence on business innovation and the success of going international. Business innovation also has a positive effect on internationalisation success and mediates the relationship between digital transformation and external market success. These findings confirm that digitalisation should not merely be understood as an operational tool, but as a strategic capability that must be integrated with product, process, marketing, and business model innovation. The research implications emphasise the importance of strengthening digital capabilities and business innovation to enhance the global competitiveness of Indonesian health-related SMEs

Ahmad Muhamad Mustain Nasoha; Citra Nurhasanah; Faiza Chaya Syadifa; Anisa Nur Anjarwati

Jurnal Pendidikan Pancasila dan Kewarganegaraan 2026 Asosiasi Periset Bahasa Sastra Indonesia

Digital transformation has brought significant changes to human life, including in the realms of law and the protection of human rights. The rapid development of information technology has introduced new challenges in the form of human rights violations in the digital space, such as privacy breaches, the spread of misinformation, hate speech, and the increasing prevalence of cybercrime. This phenomenon indicates that the digital sphere not only offers benefits but also poses serious risks to the protection of individual rights. This study aims to analyze the reconstruction of legal awareness in addressing these challenges through a human rights approach and the Islamic Sociological Jurisprudence Theory. The research employs a normative legal method with conceptual and sociological approaches, emphasizing the analysis of literature and applicable legal norms. The findings reveal that conventional legal approaches have not been fully capable of addressing the complexity of evolving digital issues. Therefore, an integration of human rights principles and a contextual Islamic legal approach through Islamic Sociological Jurisprudence is required. This approach highlights the importance of maqāṣid al-sharī‘ah, substantive justice, and legal awareness that is adaptive to social change. Thus, the reconstruction of legal awareness becomes a key element in establishing effective, just, and sustainable human rights protection in the digital era.

Tazkiyatun Nafiah. P; Dika Tripitasari; Ahdar Ahdar

Karakter : Jurnal Riset Ilmu Pendidikan Islam 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

This study aims to formulate an integrated Islamic Religious Education (PAI) learning strategy that synthesizes the acculturation of Islam Nusantara and ecological ethics as a response to the fragmented character of conventional PAI learning which has not yet optimally integrated local cultural values and ecological awareness. This research employs a qualitative library research method with a systematic literature review approach, analyzing 28 primary sources selected from 67 identified literature published between 2019 and 2025. Data were analyzed using Braun and Clarke's thematic analysis through six stages: familiarization, initial coding, theme searching, theme reviewing, theme defining, and report writing. The findings reveal that Islam Nusantara contains three relevant pedagogical principles cultural humility (tawadu' budaya), cosmological inclusivity, and peaceful transformation while Islamic teachings hold rich ecotheological dimensions through the concepts of ecological tauhid, khalifah fi al-ardh, amanah, and rahmatan lil 'alamin. Based on this synthesis, four integrated learning strategies are formulated: Contextual-Cultural Learning, Eco-Thematic Quranic Interpretation, Community-Based Ecological Projects, and Ecological Spiritual Reflection. This study proposes a new conceptual framework termed "PAI Nusantara-Ekologis," which positions students not merely as ritually devout individuals but as responsible stewards (khalifah) of the earth.

Erinaldi, Erinaldi; Angelina Ramadhani; Murni Murni; Mutia Rahmah Sari; Ulfa Muti’ah

Studi Administrasi Publik dan ilmu Komunikasi 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

Digital transformation in public administration has become one of the strategic agendas in modern bureaucratic reform to improve the effectiveness, efficiency, transparency, and quality of public services. This study aims to analyze the digital transformation of public administration through a comparative study between Indonesia and South Korea, particularly in the implementation of digital government. This study uses a qualitative method with a comparative study approach and is supported by library research through secondary data collection from scientific journals, international agency reports, government policy documents, and relevant previous research. The data analysis technique uses descriptive-comparative analysis with the theoretical approaches of Digital Era Governance (DEG), Institutional Theory, New Public Management (NPM), and Socio-Technical Systems Theory. The results of the study show that South Korea has succeeded in developing an integrated digital government because it is supported by consistent national policies, strong data interoperability, high bureaucratic capacity, adaptive organizational culture, and equitable distribution of digital infrastructure. In contrast, Indonesia is still in the transition stage from e-government to digital government and faces various obstacles such as fragmentation of inter-agency systems, low data interoperability, inequality in digital infrastructure, limited ASN competency, and bureaucratic resistance to change. Based on the Digital Era Governance theory, South Korea has successfully implemented the principles of reintegration, needs-based holism, and digitization of changes, while Indonesia remains suboptimal in terms of bureaucratic integration and services based on public needs. This study concludes that the success of digital transformation in public administration is determined more by institutional strength and bureaucratic reform than simply by technology adoption. Therefore, Indonesia needs to prioritize digital transformation as a comprehensive national reform agenda to create a modern, responsive, and service-oriented government.

Tazakka Pribadi, Fadhil; Intan Surya Saputra, Dhanar

Saturnus: Jurnal Teknologi dan Sistem Informasi 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Libraries play a crucial role in broadening the public's knowledge horizons by improving literacy skills. However, the reality at the Samaturu Library in Jambu Malea Village shows that manual management still dominates, leading to various administrative obstacles such as data irregularities, the risk of losing important information, and inefficiencies in tracking daily activities. This condition demands digital transformation to optimize public services at the village level comprehensively and sustainably. This research focuses on the development of a web-based library information system specifically designed to modernize administrative processes to be more systematic, fast, and organized. Built using the PHP programming language and MySQL database, this platform offers an intuitive interface for both staff and members. Its superior features include book data management, membership, activity agendas, announcements, and digitizing the borrowing and return process. Furthermore, the system is capable of automatically generating periodic reports to facilitate library performance evaluation. Based on the results of comprehensive testing using the Black Box Testing method, all system functionality was proven to operate optimally according to the required specifications. Direct user trials also showed very positive responses regarding aspects of ease of navigation and operational time efficiency. The implementation of this system is expected to improve the effectiveness of internal management, accelerate the quality of services to library users, and become a major catalyst in realizing superior digital literacy governance in rural areas.

Mevia, Nazwa Aidilia Octa; Marbun, Yohana Kartika; Putri, Melika Debiyana; Sitompul, Yunanda Rizki

Teknik: Jurnal Ilmu Teknik dan Informatika 2026 LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

The rapid digital transformation in educational institutions demands an efficient student grade data processing system capable of handling workloads responsively. This study aims to analyze and compare the efficiency of sorting algorithms (Merge Sort and Quick Sort) and searching algorithms (Linear Search and Binary Search) on a web-based platform. The research method employed is laboratory experimental, testing algorithm performance across various data volume stratifications, ranging from 50 to 1000 entities, using the V8 JavaScript engine. Research findings indicate that Quick Sort possesses superior speed compared to Merge Sort due to its efficient in-place sorting architecture, which minimizes memory overhead and Garbage Collection activity. Furthermore, a performance anomaly was discovered where the Just-In-Time (JIT) Compiler mechanism optimizes execution on large data volumes through a warm-up phase. In the searching aspect, Binary Search demonstrates superior O(log n) logarithmic stability compared to Linear Search, which risks causing interface freezing on massive data. The implication of this study is the critical importance of implementing data pre-sorting protocols to exploit logarithmic search speeds to ensure academic information system scalability. The integration of appropriate algorithms proves to be a crucial foundation in maintaining web application responsiveness amidst the ever-increasing escalation of educational data.

Fitriah Fitriah; Yanto Nius Gulo

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

The transformation of payment systems from cash to digital through the Quick Response Code Indonesian Standard (QRIS) is part of financial transaction modernization in Indonesia. This transformation has begun among Micro, Small, and Medium Enterprises (MSMEs) in the Baduy community, particularly in Baduy Luar, which has higher interaction with external communities. However, the adoption of digital payment systems has not been fully supported by adequate financial management capabilities. This community service activity aims to identify the transformation process of payment systems and describe the financial literacy conditions of Baduy MSMEs. The method used is a descriptive qualitative approach through in-depth interviews and field observations. The results show that some MSMEs have adopted QRIS through Bank BRI as an alternative payment method alongside cash and have utilized social media such as TikTok Live and Instagram for product marketing. The main sources of income include handicrafts, traditional clothing, accessories, and food products. However, financial management practices remain simple and lack systematic recording. This indicates improved financial inclusion but not yet accompanied by adequate financial behavior. Therefore, strengthening financial literacy is essential to support sustainable financial modernization in the Baduy community.

Haif, Abu; Sabari Sabari; Zulfikar Ghazali

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

Islamization in Sambas, West Kalimantan, represents a historical and evolving process influenced by trade routes, the political dynamics of local kingdoms, and the transmission of Islamic knowledge through networks of scholars and local intellectuals. This process extended beyond the mere dissemination of religious teachings, encompassing significant social, cultural, and educational transformations within the community. A central figure in this Islamization process was Muhammad Basiuni Imran (1885–1976), the Maharaja Imam of the Sambas Sultanate, who played a pivotal role in reforming Islamic education and strengthening religious understanding among the local population. This article employs a historical-qualitative approach and library research to trace the trajectory of Islamization in Sambas while analyzing Basiuni Imran’s contributions within the socio-cultural context of the region. The findings reveal that Basiuni Imran’s thought reinforced Islamization through the modernization of Islamic education, the integration of Sharia with local customs, and the establishment of adaptive religious structures, thereby significantly shaping the religious life of the Sambas community from the colonial period to the early years of Indonesia’s independence.

Chanita Christie; Christopher Cahyadi; Ferry Setiawan; Djuwansah Suhendro

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

This study aims to develop a Strategic Learning Enabler model by reconfiguring the role of Information and Communication Technology (ICT) units to enhance Generation Z student productivity in digital higher education. The research is motivated by the gap between digital transformation demands and the predominantly technical-operational role of ICT units. Using a quantitative explanatory design, this study examines the causal relationships among ICT role reconfiguration, adaptive learning systems, and student productivity. Data were collected through questionnaires distributed to Generation Z students engaged in digital learning environments and analyzed using Structural Equation Modeling (SEM). The findings indicate that Generation Z students exhibit high responsiveness to structured tasks but lack continuity in learning activities due to weak self-regulated learning. The study also reveals that adaptive learning systems significantly mediate the relationship between ICT transformation and student productivity. The proposed model emphasizes digital governance, learning analytics, and micro-tasking structures as key components in building sustainable academic productivity. This research contributes both theoretically and practically by offering an institutional framework for digital learning transformation in higher education.

Melki Solon; Yap Hok Gi; Anderson Daniel Sudarto

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

Entering the third decade of the 21st century, the church faces the urgency of redefining its existence amidst the shift to a digital ecosystem. This research aims to analyze the synergy between church management and transformational leadership toward the effectiveness of leader multiplication in the Digital 4.0 era. Using a qualitative method with a descriptive-analytical approach through library research, this study explores the integration of modern management theories and theological principles. The findings indicate that church management serves as a vital infrastructure providing operational stability, while transformational leadership acts as a catalyst for innovation and behavioral change in facing VUCA (Volatility, Uncertainty, Complexity, and Ambiguity) conditions. The synergy between these two elements creates a “Digital Shepherding” model, where the digital space is transformed into a theological medium for character formation and spiritual transmission. The study concludes that the effectiveness of leader multiplication is determined by a shift from person-centered leadership to a system-inspired approach that integrates digital capabilities with biblical integrity. Strategic implications suggest that churches must adopt a digital mindset and establish digital leadership laboratories to ensure the sustainability of their mission among Generation Z.

Suparmi Suparmi; Juni Beddu, Muhammad; Sumainti Sumainti

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

The moral crisis in contemporary education demands a reconstruction of moral values derived from the Qur'an as the epistemological foundation of Islamic education. This study aims to identify and analyze the moral educational values found in Surah Al-Imran, verse 159, particularly through the perspectives of Ibn Kathir’s tafsir and Quraish Shihab’s Tafsir Al-Misbah, and formulate its implications for contemporary Islamic education practices. Using a qualitative approach with a library research method, this study analyzes primary data from Ibn Kathir’s tafsir and Tafsir Al-Misbah, confronted with secondary literature on moral education theory. The analysis technique used was content analysis with a comparative-analytical approach to extract both explicit and implicit moral educational values. The findings revealed three fundamental values: first, gentleness (ar-rifq) as a humanistic pedagogical communication method; second, forgiveness (al-‘afw) as a mechanism for restoring educational relationships; third, consultation (asy-syura) as a democratic principle in educational decision-making. This study concludes that these values are not merely individual ethics but methodological principles that must be integrated into the culture of Islamic educational institutions. Practically, this requires a transformation from authoritarian-monological to dialogical-participatory educational approaches and strengthening educators' socio-emotional competencies.

Virna Agustin Sibarani; Karenina Fernandya; Nakhesya Nurlaili Andrini; Sri Handayani

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Pusat Riset dan Inovasi Nasional

The development of financial technology has driven significant transformations in the non-cash payment system in Indonesia, one of which is through the use of the Quick Response Code Indonesian Standard (QRIS). The use of QRIS in civil transactions relates not only to the technical aspects of payments but also has legal implications in the civil realm, particularly regarding the application of the principle of consensualism and the status of electronic evidence in the Indonesian civil procedural law system. This study aims to analyze the application of the principle of consensualism in QRIS e-payment transactions as electronic evidence in civil procedural law. The research method used is normative legal research with a statutory and conceptual approach. The results indicate that QRIS transactions meet the principle of consensualism due to the agreement of the parties, and QRIS can be qualified as a valid electronic document as long as it meets the requirements for electronic system reliability and information integrity as stipulated in laws and regulations. However, the evidentiary power of QRIS is not perfect and requires the support of other evidence, with the final assessment resting with the judge based on the principle of independent evidence in civil procedural law.

nur haliza riang saputri; Suwarno

Jurnal Ekonomi, Akuntansi, dan Perpajakan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to examine the impact of digital transformation in accounting and the effectiveness of internal control systems on the quality of financial reports in an integrated logistics services company. The method used is a quantitative approach using Structural Equation Modeling-Partial Least Squares (SEM-PLS), with data collected from 35 respondents who are involved in financial and accounting activities within the company. The analysis focuses on evaluating the relationships between digital transformation, internal control systems, and financial reporting quality. The research findings indicate that digital transformation in accounting (coefficient = 0.658; p-value = 0.000) and internal control systems (coefficient = 0.308; p-value = 0.023) have a positive and significant effect on the quality of financial reports. Furthermore, the coefficient of determination (R²) value of 0.822 shows that both independent variables are able to explain 82.2% of the variation in financial report quality, while the remaining percentage is influenced by other factors outside the model. These results confirm that the implementation of digital technology supported by an effective internal control system can significantly improve the accuracy, relevance, timeliness, and reliability of financial reporting in organizations.

Abednego Satrio Nugroho Purba; Yasmirah Mandasar Saragih; Biner Sihotang

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Pusat Riset dan Inovasi Nasional

This study examines the Hybrid Model of Restorative Justice from a comparative perspective between Civil Law and Common Law systems as a reflection of the transformation of criminal law policy. The Civil Law system, rooted in legal positivism, emphasizes formal legal certainty through codification, whereas the Common Law system allows broader judicial discretion and judge-made law. These differing paradigms significantly influence the development and implementation of restorative justice. Indonesia, as a Civil Law country, has demonstrated a shift toward a hybrid legal policy by incorporating Common Law values into its criminal justice reforms, particularly through the National Criminal Code. This research employs a normative juridical method using conceptual, statutory, and comparative law approaches. The findings indicate that the Hybrid Model of Restorative Justice represents a strategic legal policy choice aimed at harmonizing legal certainty and substantive justice in accordance with the Pancasila legal ideals.

Cipto Hardoyo; Cecep Suhardiman

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Pusat Riset dan Inovasi Nasional

Discretion exercised by election management bodies constitutes an administrative instrument that is functionally necessary to prevent stagnation in electoral processes under conditions of legal vacuum, normative ambiguity, or extraordinary circumstances. However, in practice, discretionary decisions often generate public concern and expose election officials to the risk of criminalization, particularly when such discretion is assessed through a formalistic and result oriented criminal law paradigm. This study aims to analyze the construction of criminal liability of election administrators for the use of discretion in conditions of electoral stagnation, by examining the paradigm shift from the old Indonesian Criminal Code to the new Criminal Code and its implications for criminal law enforcement under the Criminal Procedure Code. This research employs a normative legal method using statutory, conceptual, and case approaches. The findings reveal that the old Criminal Code tended to facilitate policy criminalization by emphasizing formal violations and objective consequences, whereas the new Criminal Code introduces a substantive approach centered on subjective fault, official purpose, and rationality of action. Nevertheless, the lack of synchronization with the Criminal Procedure Code which remains focused on conventional evidentiary standards causes discretionary actions of election administrators to remain legally ambiguous. Therefore, harmonization between substantive criminal law and criminal procedure law, along with a transformation in law enforcement reasoning, is essential to ensure that discretion exercised by election officials is assessed proportionally, contextually, and in line with democratic principles.

Maghfirah Islami Rizal; Muh Basir

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Pusat Riset dan Inovasi Nasional

Land conversion associated with renewable energy expansion generates profound socio-cultural transformations in agrarian communities. This study aims to analyze how wind power development reshapes agrarian identity, social capital configuration, and the meaning of land within rural society from an anthropology of development perspective. This research applies qualitative literature-based analysis supported by recent peer-reviewed scholarship on land use change, rural transformation, social capital, and political ecology. Conceptual synthesis integrates sustainable livelihood framework, identity negotiation theory, and energy landscape analysis to construct an interpretive analytical model. Findings indicate that agricultural land conversion produces deagrarianization, occupational shifts, and reconfiguration of social stratification. Land is redefined from a genealogical and productive space into infrastructure and investment asset. Social capital grounded in kinship networks, customary institutions, and local organizations functions as a resilience mechanism through risk redistribution, collective solidarity, and participatory negotiation. Energy landscapes restructure symbolic and material relations between community and territory, generating both hybrid identities and conflict dynamics. Inclusive governance determines whether renewable energy fosters adaptive transformation or deepens commodification and exclusion. Renewable energy transition in rural areas requires socio-cultural recognition beyond technical implementation. Integrating local identity, participatory governance, and community ownership strengthens just and sustainable transformation pathways.