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Siti Waaqiah Khofidhotur Rofiah; Anas Tasya Dwi Qobayesi; Widya Duta Aulia; M. Ilmil Zawawi

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

This research is motivated by the low interest of students in learning the Qur'an and Hadith due to the dominance of conventional teaching methods that are considered less engaging. The study aims to examine the role of interactive learning media in increasing students’ learning motivation at Madrasah Ibtidaiyah. The research employs a qualitative literature study approach by collecting credible sources, including journal articles, textbooks, and previous research findings. Content analysis techniques were used to identify patterns, relationships, and important insights from the collected data. The findings indicate that interactive media such as educational videos, interactive animations, dynamic PowerPoint presentations, and digital quizzes significantly enhance students’ interest and motivation in learning. This improvement is reflected in higher levels of attention, curiosity, participation, and engagement during the learning process. In addition, the use of interactive media helps present Qur'an and Hadith concepts in a more concrete, attractive, and enjoyable way, thereby improving students’ understanding of the material. The study implies that integrating technology-based learning media can become an innovative strategy to optimize the teaching and learning process in Islamic elementary education institutions.

Muna Maimunah Salsabila; Prasetyo, Budi

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Sexual behavior among adolescents is a reproductive health issue that can lead to various consequences, such as unplanned pregnancy, sexually transmitted infections, and the risk of dropping out of school. Technological developments and easy access to digital media also influence how adolescents obtain information and shape their attitudes and behaviors. Therefore, innovative, engaging educational media that align with the characteristics of younger generations are needed; one example is the use of animated videos. This community service activity aims to increase students' knowledge about sexual behavior through animated videos. The activity was held on May 6, 2024, at SMA Negeri 5 Surakarta, with 51 students in attendance. The methods used included interactive lectures, screenings of 3-minute 4-second animated videos, discussion sessions, and evaluations through pre- and post-tests. The evaluation results showed an increase in students' knowledge with an average score of 2.84 points. Thus, animated videos have proven effective in increasing adolescents' knowledge about sexual behavior and have the potential to be an engaging and educational health promotion medium.

Fais Wahidatul Arifatin; Teguh Hadi Wibowo; Naajihah Mafruudloh

Jurnal Pengabdian Masyarakat Nusantara (Pengabmas Nusantara) 2026 Universitas Muhammadiyah Manado

The Society 5.0 era demands that the younger generation possess adaptive, persuasive, and self-confidence-based communication skills. Muhammadiyah Student Association (IPM) cadres, as agents of change within the student community, still face challenges such as public speaking anxiety, low self-confidence, and limited mastery of effective public communication techniques. This community service activity aims to improve the communication capacity of IPM cadres through hypno public speaking training, an innovative approach that combines communication techniques and psychological strengthening. The activity implementation method uses a participatory training approach with stages of needs analysis, preparation, training implementation, mentoring, and evaluation. The target group is 67 IPM cadres at the branch level. The results of the activity show a significant increase in self-confidence, message delivery structure, audience mastery, and courage to appear in public based on the results of the pre-test and post-test as well as direct observation. Participants also showed a more positive attitude change towards public communication activities. Thus, hypno public speaking training has proven effective as a strategy to strengthen the communication capacity of IPM cadres in facing the challenges of student leadership in the Society 5.0 era.

Agwila Abata; Siska Patattan; Juandi Bilolo

Jurnal Budi Pekerti Agama Kristen dan Katolik 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

This study is motivated by the low level of students’ learning concentration in the classroom, which is reflected in behaviors such as drowsiness, lack of focus, and limited participation during learning activities. These conditions are generally caused by less varied teaching methods and a lack of activities that actively engage students. Therefore, this study aims to examine the use of brain gym–based ice breaking activities to reduce drowsiness and improve students’ concentration. The method employed in this research is a literature review, involving the analysis of various relevant academic sources, including journals, books, and research articles. The findings indicate that integrating ice breaking activities with brain gym techniques has a positive impact on the learning process. This approach is shown to enhance concentration, memory, and students’ readiness to learn. In addition, the simple movements in brain gym can help increase oxygen flow to the brain, making students feel more refreshed and focused. In conclusion, brain gym–based ice breaking can serve as an effective, innovative, and enjoyable instructional strategy to improve the quality of teaching and learning in the classroom.

Maise Ismandar; Muhammad Farid Maruf; Galih Wahyu Pradana; Melda Fadiyah Hidayat

Jurnal Hukum, Administrasi Publik dan Negara 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

Innovative service programs are still unable to ensure that all administrative rights related to civil registration are properly fulfilled, especially for vulnerable groups such as people with mental disorders and persons with disabilities. This study aims to examine the role of the Sidoarjo District Population and Civil Registration Office in fulfilling the administrative rights of the community, identify factors that facilitate and hinder this process, and evaluate how inclusive public service policies are implemented. This study uses a qualitative approach to understand how inclusive public services are implemented. The study shows that there are obstacles in procedures and administration, particularly in the initial online application process, and that there are no clear SOP documents regulating services for persons with disabilities. In addition, the manner of imposing official sanctions in the implementation of the Peduli Dilan Program is not yet clear. Nevertheless, the Population and Civil Registration Office of Sidoarjo Regency has made efforts to provide inclusive services and focus on fulfilling rights. This study shows that the role of the Population and Civil Registration Office of Sidoarjo Regency is already functioning, but it still needs to be strengthened in terms of resources, data collection systems, and service coverage expansion so that the administrative rights of vulnerable groups can be fulfilled more evenly and sustainably.

Istiqomah Istiqomah; Sifana Alqorana; Meysi Wulandari; Safina Desfianti; Sani Safitri

SOSIAL: Jurnal Ilmiah Pendidikan IPS 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The rapid development of digital technology in the 21st century has brought significant changes to various aspects of life, including education. One of the emerging innovations in the educational field is the use of Artificial Intelligence (AI) as a tool to support the learning process. The integration of AI in history education offers new opportunities to create more interactive, adaptive, and contextual learning experiences through access to various digital historical sources. This study aims to analyze the integration of Artificial Intelligence in history learning and its implications for improving students’ digital historical literacy. This research uses a qualitative approach with a descriptive method through a literature study by reviewing various scientific articles related to the use of AI in education and digital literacy in history learning. The findings indicate that the use of Artificial Intelligence can assist students in accessing, analyzing, and understanding various digital historical sources more broadly through interactive media such as online archives, historical simulations, and technology-based learning platforms. In addition, the integration of AI can increase student engagement in the learning process, encourage critical thinking skills, and support more personalized learning based on students’ needs and abilities. However, the implementation of this technology must be accompanied by the strengthening of digital historical literacy as well as the application of academic integrity, ethical principles, and responsible use of technology. Therefore, the proper integration of Artificial Intelligence can serve as an innovative strategy to enhance the quality of history education in the digital era.

Rina Apriana; Putri Sidatillah Umma; Dimas Julian Pratama; Sani Safitri; Rani Oktapiani

SOSIAL: Jurnal Ilmiah Pendidikan IPS 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The development of digital technology in the 21st century has significantly influenced educational practices, including the teaching of history in schools. Conventional teaching methods often make history learning less engaging and limit students’ active participation. Therefore, innovative learning models based on digital technology are needed to improve the quality of history education and support the development of 21st-century skills such as critical thinking, creativity, communication, and collaboration. This study aims to examine the role of innovative digital technology-based learning models in history learning to enhance students’ 21st-century skills. The research uses a qualitative approach with a literature study method by analyzing various academic sources such as books, journal articles, and relevant research publications. The findings indicate that the integration of digital technology in innovative learning models can increase students’ engagement, improve their understanding of historical events, and encourage active learning through interactive media and digital resources. Furthermore, the use of digital technology enables students to access diverse historical sources and develop analytical and interpretative abilities. The study implies that the implementation of digital-based innovative learning models in history education can support more meaningful learning and contribute to the development of students’ competencies needed in the digital era.

Ilham Tri Wahyudhi; Sisfiana Ajeng Anggraeni; Indah Suciani; Hibrul Umam

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Student learning activeness is an important component in achieving effective learning outcomes. However, many classroom learning processes still tend to be teacher-centered, resulting in low student participation. This study aims to analyze the implementation of the Family 100 Quiz Game in improving students' learning activeness in Islamic Religious Education (PAI) learning among eleventh-grade students at SMAN 1 Tambakboyo. This research used a Classroom Action Research (CAR) approach with the Kemmis and McTaggart model consisting of planning, action, observation, and reflection stages. The research was conducted in two cycles involving 38 students. Data were collected through observation sheets, field notes, and documentation. Data analysis was carried out using descriptive quantitative and qualitative techniques by calculating the percentage of student learning activeness. The results showed that the implementation of the Family 100 Quiz Game was able to increase student learning activeness. The average percentage of learning activeness increased from 65% in cycle I to 86% in cycle II. The findings indicate that game-based learning strategies can create a more interactive, collaborative, and enjoyable learning environment. Therefore, the Family 100 Quiz Game can be used as an innovative learning strategy to improve student participation in Islamic Religious Education learning.

Rina Kharisma Wijayanti; Fedianty Augustinah; Eny Haryati

International Journal of Education and Social Sciences 2026 International Forum of Researchers and Lecturers

This research examines the innovation of community empowerment rooted in local wisdom for environmental management and green economy advancement in Ketegan Village, Taman District, Sidoarjo Regency. The study stems from the increasing environmental issues resulting from urban development and the limited public understanding of sustainable economic measures. The research examines how local values—like cooperative efforts and social responsibility—can be incorporated into innovative, economically effective environmental management frameworks. Employing a qualitative descriptive method, data collection involved in-depth interviews, participatory observation, and the documentation of environmental policies and socio-economic information. The results indicate that residents of Ketegan have effectively created an empowerment model that integrates tradition and innovation via waste bank management, the use of organic waste for compost and biogas, and community-driven green economy projects engaging women and youth. Cooperation between the government, community, and universities has been essential in maintaining these initiatives. However, institutional capability, online marketing, and program viability continue to pose considerable obstacles. The research suggests enhancing community potential by providing training in green entrepreneurship, facilitating digital transformation, and incorporating local wisdom principles into sustainable development strategies. The results confirm that innovation rooted in local wisdom can effectively create resilient, competitive, and environmentally aware communities.

Agung Sutomo; Hamdan Hamdan

International Journal of Management Science and Business 2026 International Forum of Researchers and Lecturers

The transition toward sustainable energy systems requires the transformation of renewable energy marketing strategies, particularly for waste-based energy. This study aims to analyze the effects of green marketing, stakeholder collaboration, and technological innovation on the marketing effectiveness of waste-based energy, with customer satisfaction as an intervening variable. A quantitative approach with a survey design was used. Data were collected from 300 respondents, comprising consumers and stakeholders at PT PLN (Persero) ’s waste-based energy processing units. Structural Equation Modeling (SEM) was used to analyze the data. The results indicate that green marketing, stakeholder collaboration, and technological innovation significantly influence customer satisfaction and the effectiveness of marketing. Furthermore, customer satisfaction significantly mediates the relationship between independent variables and marketing effectiveness. These findings emphasize the importance of integrating sustainable marketing strategies, multi-stakeholder synergy, and innovative technologies to enhance the competitiveness of waste-based energy products in the market. This study contributes to the theoretical development of renewable energy marketing models and provides practical implications for policymaking and green energy marketing strategies in Indonesia.

Reva Angelina; Ester Monica Bu’ulolo; Rita Hartati

Publikasi Para ahli Bahasa dan Sastra Inggris 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study aims to explore students’ perceptions of using Canva as a digital storytelling platform to enhance their visual and written narrative skills in English writing. The research employed a descriptive qualitative method involving 34 students who participated in a questionnaire consisting of eight closed-ended statements and two open-ended questions. The data were analyzed descriptively, using percentages to support qualitative interpretation. The findings revealed that most students perceived Canva as an accessible, enjoyable, and effective tool for developing writing skills. Students agreed that Canva helps them visualize ideas, organize stories logically, and combine words with images creatively. Moreover, Canva was found to improve students’ motivation, confidence, and emotional expression in English writing. These results are consistent with previous studies by Utami and Suriyani (2022), Febriansyah et al. (2023), Siregar et al. (2024), Herwani (2024), Eragamreddy and Joseph (2025), Hafidzin et al. (2025), and Jayanti et al. (2025), which collectively highlight Canva’s role in supporting writing engagement, creativity, and organization. The study concludes that Canva transforms traditional writing into a multimodal and meaningful process, combining linguistic and visual literacy. Therefore, Canva can be considered an innovative pedagogical tool that promotes creative thinking, digital competence, and expressive communication in the English writing classroom.

Maheraka, Naufal Aden; Ali, Mohamad

Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik) 2026 LPPM Universitas 17 Agustus 1945 Semarang

The principal’s leadership plays a strategic role in determining the direction and quality of educational implementation in schools. This study aims to analyze the implementation of integrative leadership based on prophetic values through the application of transformational, instructional, and servant leadership styles at SMA Muhammadiyah PK Kottabarat Surakarta. Islamic-based schools face challenges in integrating academic excellence with the development of religious character; therefore, a leadership model is required that is not only managerially effective but also morally and spiritually grounded. This research employed a qualitative approach with a field study design. Data were collected through participatory observation, in-depth interviews, and documentation, and were analyzed using interactive analysis techniques with triangulation to ensure data validity. The findings indicate that the integration of transformational, instructional, and servant leadership forms an Islamic Integrative Leadership model that combines a vision for change, the strengthening of learning quality, and the values of service and exemplary conduct within an Islamic framework. Transformational leadership fosters a shared vision and an innovative culture; instructional leadership enhances the quality of the learning process through effective academic supervision; while servant leadership creates a humanistic and participatory school climate. This leadership model contributes to improving teacher professionalism, strengthening students’ character, and establishing a religious school culture oriented toward holistic and sustainable educational quality.

Arina Asmal Hidayah; Junadhan Syapa Widyaksa; Arip Rizky; Syarifuddin Syarifuddin; Rani Oktapiani

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

This study is motivated by the development of digital technology, which has driven a transformation in the learning paradigm from conventional models to more flexible, interactive, and innovative technology-based learning. Changes in student characteristics in the digital era require adaptive learning strategies that are able to improve both the efficiency of the learning process and learning outcomes. This study aims to describe and analyze digital learning strategies in enhancing learning efficiency and their impact on student achievement. The research employs a qualitative approach using a literature review by examining various relevant scientific sources related to the concepts, characteristics, implementation, and impacts of digital learning. The data were analyzed using content analysis techniques to produce a systematic conceptual framework. The findings indicate that systematically designed digital learning strategies can improve conceptual understanding through interactive content delivery, strengthen students’ motivation and independent learning, and enhance retention and learning mastery. Learning efficiency is reflected in flexible access, time optimization, and technology-based assessment. However, its implementation still faces challenges such as limited infrastructure and digital literacy. Therefore, careful planning and the improvement of digital competencies are necessary to ensure that digital learning can be implemented effectively and sustainably in improving the quality of education.

Maulana Iman Jaya; Nurrabiatul Nurrabiatul; Muhammad Hambali; Nida Aulia Nurfadillah; Sederhana Zai +3 more

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Teachers’ managerial competence plays a crucial role in ensuring effective and relevant learning, particularly in vocational education. Teachers are required not only to master subject matter but also to plan, manage, and evaluate learning through well-structured and contextual learning tools. This Community Service activity aimed to strengthen teachers’ managerial competence through training on the development of learning tools using a deep learning approach at SMK Muhammadiyah 2 Tangerang Selatan. The implementation method included conceptual material delivery, practical training, and mentoring in designing learning tools. The deep learning approach was applied to encourage learning designs that emphasize deep understanding, critical and reflective thinking, and alignment with workplace demands. The results showed an improvement in teachers’ understanding and skills in developing more systematic, innovative, and adaptive learning tools aligned with 21st-century competencies. This activity contributed positively to strengthening teachers’ roles as learning managers and supporting the improvement of learning quality in vocational schools.

Nur Jihad Demokrasiyanto; Fitri Nurul Fatimah; Ahmad Fawwazun Rifqi; Marfuah Marfuah; Wildan Adib Furqon +11 more

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Seren Village has abundant organic waste potential, particularly banana peel waste generated from banana-processing MSME activities and wood ash resulting from household firewood combustion. To date, this waste has not been optimally utilized and is often discarded, thereby posing potential environmental problems. This study aims to process banana peel waste and wood ash into an innovative, environmentally friendly shoe polish made from natural materials, while also enhancing the economic value and welfare of the community. The research employed a descriptive qualitative method with a case study approach. Data were collected through observation, interviews, and documentation involving the women’s Family Welfare Empowerment Group (PKK) of Seren Village as the target participants. The shoe polish production process includes drying and grinding banana peels, mixing them with a wood ash solution that functions as a natural coloring agent, adding supporting materials, and heating the mixture until a ready-to-use shoe polish is obtained. The results indicate that the shoe polish produced from banana peels and wood ash has a solid texture, is slightly coarse, non-glossy, and has a relatively fast drying time of approximately one minute. In addition, the product shows good resistance to water splashes and does not damage the surface of shoes. The use of natural ingredients makes this shoe polish safer for health. The utilization of this waste has the potential to support MSME development, reduce environmental pollution, and sustainably improve the welfare of the Seren Village community.

Arini Handayani; Muhammad Alfikri; Mulia Syahputri; Nazwa Alya Alkhansa

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

This study aims to introduce the convenience of digital transactions through socialization of the use of the Quick Response Code Indonesian Standard (QRIS) to residents of Marihat Bukit Village. This activity was motivated by the low public understanding of the use of non-cash transactions, particularly QRIS, which is an innovative integrated digital payment system from Bank Indonesia. Through socialization and direct practice, residents were introduced to how to use QRIS in various daily transactions, such as shopping, paying for services, and other local economic activities. The results of the activity showed an increase in public understanding and interest in the use of digital transactions that are easier, faster, and safer. It is hoped that this activity will encourage digital financial inclusion in rural areas and support government programs to expand literacy and the application of financial technology in the community. Furthermore, active community participation in this activity shows great potential to reduce dependence on cash transactions and encourage digital transformation at the village level. This activity is also expected to accelerate the transition to a more inclusive and digital-based society.

Abdiel Anugrah Lahagu

ARDHI : Jurnal Pengabdian Dalam Negri 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

The objective of this activity is to foster a spirit of entrepreneurship among students by utilizing productive land on the STT Sabda Agung campus as an educational vegetable garden. This activity is designed to engage students actively and collaboratively throughout the entire agricultural cycle, from the planning stage, land preparation, planting various types of vegetables such as water spinach, mustard greens, and spinach, maintenance, to the harvesting and marketing of the produce. The primary focus of this activity is not only on the technical aspects of farming but also on character development, fostering independence, and enhancing students’ managerial skills in managing small-scale business units. The outcomes of this initiative demonstrate a significant increase in students’ interest and understanding of agriculture-based entrepreneurship, particularly regarding the utilization of backyard spaces. In addition to providing educational value, this land optimization has successfully transformed the campus area into a productive and aesthetically pleasing green space. As a result, students now possess practical skills that can serve as a foundation for future economic independence, particularly in the service sector. Through this integration of theory and practice, it is hoped that an innovative learning ecosystem will be created to foster the emergence of competent young entrepreneurs who are environmentally conscious.

Aliyah Alim; Widya Oktary Setiawardhani; Arief Sulistiyono; Silfiana Dian Lestari

This article discusses an experiential training program that integrates three main pillars for students of Parung Panjang Vocational High School (SMK) in Tangerang: optimizing digital platforms as modern marketplaces, developing innovative product packaging to strengthen sales performance, and applying ethical and legal principles in digital business activities. The program is designed to prepare vocational students to become competent, creative, adaptive, and responsible young entrepreneurs in the digital economy. The implementation methods include project-based learning, workshops, seminars, product simulation, mentoring, and intensive practice in using online marketing media. Students are guided to identify market opportunities, design attractive packaging, promote products through digital channels, and understand consumer protection, intellectual property, and honest transaction practices. The expected outcomes include increased digital literacy, improved packaging design skills, stronger entrepreneurial motivation, and better awareness of business ethics and legal compliance. Overall, this program provides practical learning experiences that connect school-based entrepreneurship education with the demands of the contemporary business and industrial environment. It also encourages collaboration among teachers, students, and local business partners for sustainable vocational development in line with future workforce and innovation needs.

Anastasia Aprilia Festi Setyastuti; Mada Sutapa

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

Educational institutions increasingly face competitive pressures in attracting and maintaining student enrollment, particularly within the private school sector. This study examines educational marketing strategies implemented to increase student enrollment in Catholic private schools. The research focuses on two institutions, namely SMA Strada Santo Thomas Aquino and SMA Katolik Lia Stephanie, which demonstrate different enrollment trends and marketing approaches. A qualitative exploratory method was employed to understand institutional strategies and marketing practices in their natural contexts. Data were collected through observation, semi-structured interviews, and documentation conducted between August and December 2025. Data validity was ensured through source and technique triangulation, while analysis followed the Miles, Huberman, and Saldana model consisting of data condensation, data display, and conclusion drawing. The findings reveal that both schools implement educational marketing strategies based on the marketing mix framework (7P), including product, price, place, promotion, people, process, and physical evidence. SMA Strada Santo Thomas Aquino applies a community-relational approach that emphasizes Catholic values, alumni loyalty, school reputation, and word-of-mouth communication within community networks. SMA Katolik Lia Stephanie adopts a differentiation-professional approach by offering flagship academic programs, modern facilities, and structured promotional strategies coordinated by a dedicated marketing team. The effectiveness of these strategies is supported by church networks, alumni engagement, foundation support, and consistent educational service quality. Several challenges were identified, including limited marketing resources, insufficient digital marketing competence, and increasing competition among private schools. Strengthening adaptive and innovative marketing strategies is essential for maintaining institutional competitiveness and sustaining student enrollment in Catholic private educational institutions.

Ni Luh Kesuma Wardani; Retty Tonapa; Purwadhi Purwadhi; Yani Restiani Widjadja

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

The healthcare sector is increasingly confronted with a VUCA environment (Volatility, Uncertainty, Complexity, and Ambiguity), requiring hospitals to adopt adaptive, resilient, and innovative strategies. This study aims to systematically review the evidence on smart hospital strategies in responding to uncertainty, particularly in improving service quality, operational efficiency, and patient satisfaction. A systematic literature review was conducted using major academic databases, including Scopus-indexed sources, Google Scholar, and Semantic Scholar, covering publications from 2020 to 2026. Articles were selected based on predefined inclusion criteria focusing on hospital management strategies in dynamic and uncertain environments. A total of 10–15 relevant studies were included and analyzed using thematic synthesis. The findings indicate that key strategies in addressing VUCA challenges include digital transformation (e.g., electronic medical records and telemedicine), adaptive and transformational leadership, agile management approaches, and patient-centered care. Digital technologies significantly improve efficiency and decision-making processes, while agile and adaptive leadership enhances organizational responsiveness and resilience. However, several studies highlight that technological advancement alone is insufficient without integrating humanistic values such as empathy, communication, and trust. In conclusion, the most effective hospital strategies in a VUCA world are those that integrate technological innovation with human-centered care. Hospitals must develop flexible, data-driven, and patient-oriented systems to ensure sustainability and competitiveness in uncertain environments. Future research should focus on longitudinal and experimental designs to strengthen causal evidence and explore the integration of digital systems with humanistic healthcare values.