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Luluk Hilda Kusumarini; Sri Wahyuni Ningsih; Mirza Fathan Fuadi

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

The Free Nutritious Meal Program (MBG) is one of the government’s strategic policies aimed at improving students’ nutritional status and learning quality, particularly at the junior high school level. Early adolescence, aged 13–15 years, is a critical growth period that requires optimal nutritional intake, while national surveys still indicate deficiencies in energy and protein intake among this age group. This study aims to describe the implementation of the MBG Program and the level of student satisfaction as direct beneficiaries. The research employed a quantitative descriptive design conducted over one month in the working area of SPPG Yayasan Bina Bangsa Semarang, Gunungpati, Semarang City. The sample consisted of 101 junior high school students selected using purposive sampling techniques. Data were collected through structured questionnaires covering program implementation and student satisfaction aspects. The findings revealed that most students assessed the program implementation as high to very high. Student satisfaction was also categorized as high, particularly regarding food quality, portion adequacy, cleanliness, safety, and service. The MBG Program was considered effective in improving learning concentration, reducing unhealthy snacking habits, and encouraging healthy eating patterns. This study concludes that the MBG Program has been implemented effectively and is relevant in supporting sustainable improvements in students’ nutritional status and educational quality.

Novita Wulandari

FUNDAMENTUM : Jurnal Pengabdian Multidisiplin 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

Public facilities play an important role in supporting community activities, especially in sports and social interaction. However, inadequate maintenance can reduce their functionality and user comfort. This study aims to improve the function of public facilities through the revitalization of a badminton court area at the Technical Implementation Unit for Road and Bridge Management in Surabaya, making it more feasible, safe, and comfortable for use. The study employs a quantitative descriptive approach combined with Participatory Action Research (PAR), with data collected through direct observation of facility conditions before and after revitalization. The results show a significant improvement in the quality of infrastructure, both in physical condition and environmental comfort. The revitalized court supports better sports activities and increases user participation. These findings indicate that revitalization not only enhances facility quality but also promotes greater utilization, improved social interaction, and a more productive environment, demonstrating its effectiveness in optimizing public facility functions.

Dian Fadhlina; Sumihardi, Sumihardi

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

Tuberculosis (TB) remains a global and national health issue. Sijunjung Regency has seen an increase in TB cases, with fluctuating treatment success rates. Medication adherence is a key factor in treatment success and is influenced by the quality of health care services. This study aims to analyze the quality of services regarding medication adherence among TB patients, explore patients’ perceptions, describe service factors influencing adherence, and understand the role of health workers from the patients’ perspective at Community Health Centers (Puskesmas) throughout Sijunjung District. This study employed a qualitative approach with a phenomenological design. The primary informants consisted of 8 TB patients, plus key informants (2 healthcare workers) and additional informants (2 family members). Data were collected through in-depth interviews, observations, and document reviews. Analysis utilized the Miles & Huberman model.Research results on the quality of healthcare services are related to the level of medication adherence in tuberculosis patients. The dimensions that contribute most to adherence are empathy, assurance, and responsiveness. Positive perceptions are seen in aspects of interpersonal relationships (friendliness, patience, effective communication) and logistical reliability (drug availability), while negative perceptions are related to the lack of privacy in waiting rooms, long administrative waiting times, and inflexible service hours for informal workers. Health service factors that influence adherence include continuous education and information, active supervision and monitoring, ease of service access, and support from healthcare workers. The role of healthcare workers in supporting patient adherence, according to the patient's perspective, is as educators and motivators.Based on this study, high-quality care particularly empathy, assurance, and responsiveness is crucial for patient adherence. Improvements to physical facilities and greater flexibility in service hours are needed.  

Abdi Syahputra Ritonga; Muhammad Alfiansyah

Lembaga Pengembangan Kinerja Dosen 2026 Lembaga Pengembangan Kinerja Dosen

Access to justice is a constitutional right that is often difficult for vulnerable groups to access, thus triggering legal disparities and systemic injustice. This study aims to analyze the urgency of legal assistance by advocates and Legal Aid Institutions (LBH) as a protection instrument for individuals facing legal arbitrariness. Using normative legal research methods supported by a statute approach, this study evaluates the effectiveness of the implementation of the Legal Aid Law in Indonesia. The results show that legal assistance functions not only as technical representation in court, but also as a balancing power relationship between the state or powerful entities and citizens. Legal assistance plays a vital role in mitigating violations of legal procedures (due process of law) often experienced by victims of injustice. However, structural obstacles such as limited state budgets and low public legal literacy remain major obstacles. This study concludes that strengthening the free legal aid scheme (pro bono publico) integrated with strict judicial oversight is essential to ensure that justice belongs not only to those with financial resources, but also to all citizens without exception.

Sri Yulianty Mozin; Alfiyah Agussalim; Mohamad Rasya Mohi; Nazlih Alhusna Abas; Risnawati R. Itani +3 more

Jurnal Penelitian Komunikasi dan Sosialisasi 2026 Asosiasi Peneliti dan Pengajar Ilmu Sosial Indonesia

This study is motivated by the importance of work effectiveness as a key indicator of organizational success in facing an increasingly complex and competitive work environment. Work discipline is viewed as one of the critical factors that can support the achievement of optimal work effectiveness. This study aims to analyze the relationship between work discipline and work effectiveness and to identify the factors influencing them within an organizational context. The method used is a Systematic Literature Review, which involves examining various relevant scientific articles through the stages of identification, selection, evaluation, and data synthesis. The results of the study indicate that work discipline plays a significant role in enhancing work effectiveness through adherence to rules, punctuality, responsibility, and consistency in task execution. Furthermore, work effectiveness can also foster the development of discipline through structured work systems and clear operational standards. The relationship between these two variables is reciprocal and influenced by factors such as leadership, organizational culture, motivation, human resource competencies, and the utilization of technology. The implications of this research underscore the importance of integrating work discipline and organizational systems to sustainably enhance work effectiveness.

Alifah Hani Nur Fatimah; Aliyul Karror; Alfin Fahmi; Rusdiana Navlia

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

University libraries play a strategic role in supporting academic learning and research. This study aims to evaluate user perceptions of library service management at UIN Madura, focusing on five key dimensions: clarity of service information, effectiveness of staff coordination, organizational structure support, simplicity of service procedures, and consistency of orientation for new users. The study used a quantitative approach with a survey method. Data were collected through an online Google Form-based questionnaire distributed to active UIN Madura students from various study programs, resulting in 21 valid respondents from diverse academic backgrounds. Data analysis was conducted descriptively using frequency distribution and percentages. The results indicate that user perceptions of library governance are generally quite positive. The majority of respondents gave good ratings to the clarity of service information (85.7% agreed or strongly agreed), the effectiveness of staff coordination (81%), and the organizational structure support (90.5%). However, the new user orientation dimension received the lowest rating, with 23.8% of respondents disagreeing or strongly disagreeing. These findings indicate the need for a more systematic and sustainable strengthening of the library orientation program. Overall, the service management and governance of the UIN Madura library were assessed as quite good. However, improvements are still needed in the aspects of socialization and guidance for new users so that this university library service can function optimally in supporting the academic community.

Luluk Hilda Kusumarini; Sri Wahyuni Ningsih; Mirza Fathan Fuadi

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

The Free Nutritious Meal Program (MBG) is one of the government’s strategic policies aimed at improving students’ nutritional status and learning quality, particularly at the junior high school level. Early adolescence, aged 13–15 years, is a critical growth period that requires optimal nutritional intake, while national surveys still indicate deficiencies in energy and protein intake among this age group. This study aims to describe the implementation of the MBG Program and the level of student satisfaction as direct beneficiaries. The research employed a quantitative descriptive design conducted over one month in the working area of SPPG Yayasan Bina Bangsa Semarang, Gunungpati, Semarang City. The sample consisted of 101 junior high school students selected using purposive sampling techniques. Data were collected through structured questionnaires covering program implementation and student satisfaction aspects. The findings revealed that most students assessed the program implementation as high to very high. Student satisfaction was also categorized as high, particularly regarding food quality, portion adequacy, cleanliness, safety, and service. The MBG Program was considered effective in improving learning concentration, reducing unhealthy snacking habits, and encouraging healthy eating patterns. This study concludes that the MBG Program has been implemented effectively and is relevant in supporting sustainable improvements in students’ nutritional status and educational quality.

Novia Dwi Ferlita; Rafiqah Alya; Gusmaneli Gusmaneli

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

This study aims to analyze the effect of the inquiry learning strategy on students' critical thinking skills in Islamic Education (PAI) learning. The research employed a quantitative approach using an experimental design to examine the effectiveness of the strategy in improving students’ learning outcomes. The subjects of the study consisted of students who were divided into two groups, namely an experimental group and a control group. The experimental group received instruction through the inquiry learning strategy, while the control group was taught using conventional teaching methods commonly applied in classroom learning activities. Data collection was carried out through critical thinking tests and classroom observations to obtain comprehensive information regarding students’ learning processes and achievements. The results of the study indicate that students taught using the inquiry learning strategy experienced a significant improvement in their critical thinking skills compared to students who learned through conventional methods. Therefore, the inquiry learning strategy is proven to be effective in enhancing students’ critical thinking skills in PAI learning. This study is expected to become a useful reference for educators in developing more innovative, interactive, and student-centered learning strategies in the educational process.

Akrimianus Suhardi; Felix Riondi Sugar; Yoseph Taus; Marselinus Langgor; Protasius Karsa +3 more

Widespread structural poverty is one of the tangible effects of a capitalist economic system that emphasizes capital accumulation and economic growth without regard for equity and social justice. This situation has prompted the Church to reexamine its role in a world marked by inequality and marginalization of the poor. This article aims to analyze the relevance of Pope Francis' thinking in the apostolic exhortation Evangelii Gaudium as a theological and pastoral basis for the Church's stance towards the poor. This study uses a qualitative method with a literature review approach through document study, with Evangelii Gaudium as the main source, supported by relevant social theology literature and academic studies. The results of the study show that Pope Francis comprehensively understands poverty in three dimensions, namely material, moral, and spiritual poverty. Through Evangelii Gaudium, the Church is called to experience a change in its mission, from a self-centered Church to a Church that moves outward and is actively involved in the liberation of the poor. Thus, the Church not only carries out charitable works, but also acts as an agent of social change that brings the joy of the Gospel, justice, and hope to a world wounded by structural injustice.

Muhammad Ridho Jasin; Madania Madania; Teti Sutriyati Tuloli

Jurnal Riset Ilmu Farmasi dan Kesehatan 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Drug availability at community health centers is an important indicator of health service quality. Drug shortages or excesses may affect service effectiveness and budget efficiency. This study aimed to determine the level of drug availability at the South City Community Health Center and the Piloloda'a Community Health Center in 2024 based on compliance with the formulary, demand, receipt, and drug availability categories. This study used a descriptive analytical method with a cross-sectional approach. Data were obtained retrospectively from the 2024 Drug Use Report and Request Sheet (LPLPO). Data analysis was conducted by calculating the percentage of compliance with the formulary, demand, and receipt, and by determining drug availability levels using the Indonesian Ministry of Health (2010) formula and the classification of Carolien et al. (2017). The results showed that formulary compliance was 82% at the South City Community Health Center and 67% at the Piloloda'a Community Health Center, both below the 95% standard. Drug demand compliance scores were 151% and 199%, exceeding the 100–120% standard, while drug receipt compliance scores were 71% and 56%, below the 100% standard. Drug availability categories varied from adequate and insufficient to excess stock, with most drug items classified as insufficient stock. In conclusion, drug management at both community health centers has not been fully optimal. Improved coordination between community health centers and pharmaceutical facilities is needed to maintain stable drug availability and support service needs.

Lailatul Salsabela; Bagas Biyanzah Drajad Pamukhti; Isti Wulandari

Jurnal Ilmu Kesehatan dan Gizi 2026 Pusat Riset dan Inovasi Nasional

Pressure ulcers are a common complication in patients with impaired consciousness due to prolonged immobilization. This condition can increase morbidity and prolong the length of stay, thus requiring effective preventive interventions such as progressive mobilization. To determine the outcomes of implementing progressive mobilization on the incidence of pressure ulcers in patients with impaired consciousness at the Anggrek 2 High Care Unit (HCU) of Dr. Moewardi General Hospital. This study employed a case study design involving two participants with impaired consciousness. The intervention, consisting of progressive mobilization, was conducted over 3 days with monitoring of skin condition and pressure ulcer risk. Findings: Following the implementation of progressive mobilization, both participants showed improvement in skin condition and a reduction in the risk of pressure ulcers, as evidenced by the absence of progression to more severe wounds and an increase in skin integrity. The application of progressive mobilization is effective in preventing and reducing the risk of pressure ulcers in patients with impaired consciousness. This intervention can serve as a safe and planned nursing intervention in the intensive care unit.

Hari Noer Fazri; Ina Najiyah

Intellektika : Jurnal Ilmiah Mahasiswa 2026 STIKes Ibnu Sina Ajibarang

. A website is a crucial digital promotion medium for companies to convey information and attract potential customers. However, many websites experience low user interaction despite having high visitor traffic. This study aims to analyze the effectiveness of A/B Testing implementation in improving the performance of the PT Pamor Putra Mandiri website. A quantitative experimental approach was used, applying A/B Testing to two page variations: Variation 1 (Rafting & Outdoor Activity theme) and Variation 2 (Camping & Accommodation theme). The evaluation focused on three main performance metrics: Click, Page Visit, and Engagement. The results show that Variation 1 consistently outperformed Variation 2 across all metrics. Statistical testing using a two-proportion z-test confirmed that these differences were statistically significant (p-value < 0.05). Therefore, A/B Testing proves to be an effective method in identifying superior content strategies and page structures, as well as a relevant tool for data-driven decision-making in corporate website development.

Yufrida Nirwagiasih; Ayu Erni Jusnita; Zulaikha Zulaikha

International Journal of Social Science and Humanity 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study aims to explore the implementation of communication within routine counselling programmes as an intervention strategy to address student mental health issues at SMP Tri Guna Bhakti Surabaya. The investigation focuses on three primary problems: broken home backgrounds, lack of parental attention, and economic limitations. This research employed a qualitative descriptive approach, collecting data through in-depth interviews, participatory observation, and documentary studies involving school counsellors, teachers, students, and parents. Grounded in Interpersonal Communication Theory and Therapeutic Communication Theory, the analysis reveals that routine counselling programmes serve as a vital communication platform enabling empathetic, open dialogue between counsellors and students experiencing psychological distress. Key findings indicate that effective counselling communication requires consistent trust-building, active listening, and culturally sensitive message delivery tailored to each student’s unique circumstances. However, the study identifies significant systemic barriers, including student reluctance to disclose personal problems due to social stigma, limited counsellor availability, and insufficient parental engagement in follow-up communication. Despite these critical challenges, the implementation of the programme demonstrates substantial positive outcomes, including reduced student anxiety, improved academic motivation, and fostered psychological resilience. The study concludes that integrating structured interpersonal and therapeutic communication strategies within school counselling frameworks is essential for creating supportive, inclusive educational environments. These strategies are crucial to effectively address the multifaceted, urgent mental health needs of adolescents from vulnerable socioeconomic backgrounds, providing a scalable model for similar urban educational institutions.

Nur Rohmanni Yuliana; Bagas Biyanzah Drajad Pamukhti; Isti Wulandari

Jurnal Ilmu Kesehatan dan Gizi 2026 Pusat Riset dan Inovasi Nasional

Critically ill patients are individuals with unstable health conditions who require close monitoring of hemodynamic parameters. The high mortality rate among critically ill patients treated in intensive care units reaches 36.5% of 33,148 patients. Hemodynamic instability in critically ill patients can be influenced by underlying diseases, medical interventions, as well as physical and psychological stress responses during treatment. Therefore, in addition to pharmacological therapy, non-pharmacological interventions such as Asmaul Husna dhikr therapy are needed, as they can provide a relaxation effect and help stabilize hemodynamic parameters in critically ill patients. To determine the outcomes of the implementation of Asmaul Husna dhikr therapy. This study used a descriptive case study method involving two critically ill patients with unstable non-invasive hemodynamic parameters. Changes in non-invasive hemodynamic parameters were observed in both respondents after the implementation of Asmaul Husna dhikr therapy. In respondent 1, the hemodynamic status was initially categorized as increased and became stable after the intervention. Similarly, in respondent 2, the hemodynamic status changed from increased before the intervention to stable after the intervention. The implementation of Asmaul Husna dhikr therapy can be used as a complementary therapy to help stabilize hemodynamic parameters in critically ill patients.

Rosa Nadaeva; Putri Marcela; Rira Kristiana; Rendy Stalar

JURNAL WILAYAH, KOTA DAN LINGKUNGAN BERKELANJUTAN 2026 Fakultas Teknik Universitas Cenderawasih

This study examines the effectiveness of local government policies in infrastructure development and urban park management as multifunctional public spaces at Bundaran Besar Palangkaraya. Rapid urban development and increasing community needs for public spaces have encouraged the government to revitalize this area as a city landmark and social interaction space. This study uses a qualitative descriptive method with data collection techniques through literature review, observation, and documentation. The results show that the development and revitalization of Bundaran Besar have improved aesthetic quality, public facilities, environmental conditions, and social functions. However, several challenges remain, including limited accessibility for certain groups, suboptimal management and maintenance systems, and traffic and parking issues during peak hours. The analysis indicates that although government policies have contributed positively to the development of public spaces, their effectiveness is still not fully optimal. Therefore, stronger governance, community participation, and sustainable management strategies are needed to enhance the role of Bundaran Besar as an inclusive, functional, and sustainable public space.

Maiz Wachid Anshorie; Anik Farida; Ela Nurlaela; Abdul Azis; Syaeful Bahri

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study examines the determinants of the Jakarta Composite Index (JCI) based on three main macroeconomic factors namely inflation, the USD/IDR exchange rate, and the SBI interest rate (BI Rate) covering the period January 2020 to December 2025, in the context of post-COVID-19 pandemic recovery and global economic turmoil. A quantitative approach was employed using the Ordinary Least Squares (OLS) method, with 72 monthly observations derived from secondary data sourced from official institutions including Bank Indonesia (BI), the Central Statistics Agency (BPS), the Indonesia Stock Exchange (IDX), and the Financial Services Authority (OJK). Classical assumption tests were applied comprising the Jarque-Bera normality test, Variance Inflation Factor (VIF) for multicollinearity, Breusch-Godfrey for autocorrelation, White Test for heteroscedasticity, and Ramsey RESET for model specification. Partially, inflation, exchange rate, and BI Rate each demonstrate a positive and significant effect on the JCI (p < 0.05). Simultaneously, all three variables exert a significant combined influence on the JCI, with a coefficient of determination R² = 0.4414, indicating that the model explains 44.14% of the variation in the JCI. The remaining 55.86% is attributed to other variables outside the model. Classical assumption test results reveal violations of normality, autocorrelation, and heteroscedasticity assumptions, although the model is free from multicollinearity. These findings confirm that Bank Indonesia's monetary policy has a significant and measurable impact on capital market performance. Further research is recommended using more advanced time series models such as GARCH or VECM to address violations of classical assumptions and improve estimation efficiency.

Nur Khalimah; Sri Hastari; Vita Fibriyani; Nurul Akramiah

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

The rapid development of technology accompanied by increasing industrial competition makes human resources a determining factor for organizational success. In this context, job satisfaction is an important indicator because it is closely related to individual welfare and employee productivity. This study aims to analyze the influence of work life balance, burnout, and motivation on the job satisfaction of employees in the production department of PG Kedawoeng PT Sinergi Gula Nusantara, Pasuruan Regency. This study uses a quantitative approach. The study population includes all permanent employees of the production department as many as 64 people, with census sampling techniques so that the entire population is used as respondents. Data analysis was carried out using multiple linear regression. The results showed that simultaneously work life balance, burnout, and motivation had a significant effect on job satisfaction (p=0.000; Adjusted R²=81.1%). Partially, work-life balance had no significant effect (p=0.386), burnout had a negative but insignificant effect (p=0.082), while motivation had a significant positive effect on job satisfaction (p=0.000). The motivation variable was the most dominant factor with a contribution of 76.1%, followed by burnout at 6.0% and work life balance at 0.6%.

Chessi Adeliya Simatupang; Dinda Syufradian Putra; Azira Novia Rizal

WISSEN : Jurnal Ilmu Sosial dan Humaniora 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

This research is motivated by the complex problems of street children, vagrants, and beggars in Jambi City, which are influenced by poverty, urbanization, and weak social protection. This phenomenon not only impacts public order but also reflects the suboptimal social welfare system at the regional level. Although local governments have implemented various policies through social order and rehabilitation approaches, their effectiveness still faces various structural and cultural challenges. This study uses Bryson's Policy Implementation Mapping theoretical framework, which includes indicators of interests, resources, channels, potential participation, level of influence, implications, and actions as the main analysis. The research approach used is a qualitative case study design to understand the dynamics of policy implementation in depth. Data collection techniques were carried out through in-depth interviews, participant observation, and documentation, with informants selected using purposive sampling until data saturation was achieved. The results show that policy implementation mapping has been carried out through collaboration between the Social Service and the Public Order Agency (Satpol PP) with a structured preventive, repressive, and rehabilitative approach. However, implementation has not been optimal due to limited rehabilitation facilities, lack of coordination between agencies, low community participation, and high mobility of beggars from outside the region. Furthermore, there is a gap between high administrative achievements and the reality on the ground, which still shows a high rate of returning to the streets. This study concludes that mapping policy implementation requires a more holistic, sustainable approach based on economic empowerment and strengthened cross-sectoral coordination to address this social issue more effectively and effectively.

Wahyu Ningsih; Syech Adiwijaya Latief; Abdul Wahid; Anin Asnidar; Ratnawati Ratnawati +6 more

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service program is an international initiative aimed at increasing public awareness of the importance of language politeness in environmental campaigns, particularly in efforts to reduce plastic waste. The program was carried out through collaboration between Universitas Muhammadiyah Makassar, Politeknik Besut Terengganu Malaysia, and the Geng Plastik Ija Terengganu community. The activities were conducted at Bukit Keluang Beach using a participatory approach that actively involved community members in the planning, implementation, and evaluation stages of the program. The activities included training on polite communication, simulations of persuasive language use in environmental campaigns, and direct practice of plastic waste reduction campaigns for the surrounding community. Through these activities, participants gained a better understanding of the importance of using polite and effective language in delivering environmental messages to society. The results showed an improvement in participants’ communication skills in environmental advocacy, increased public awareness regarding plastic waste reduction, and greater community participation in maintaining environmental cleanliness. Furthermore, this international collaboration also strengthened cross-cultural communication competencies and institutional cooperation in implementing community service activities oriented toward environmental sustainability.

Herdiyanto, Qatrunnada Athirah; Juhraini Helfiana Lexa; Chan, M. Zikry Sahendra

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

 Cryptocurrency price prediction, particularly for highly volatile assets like Solana (SOL), is a crucial challenge in time series data analysis in digital finance. This study aims to compare the performance of the XGBoost machine learning algorithm with the Temporal Fusion Transformer (TFT) deep learning model in predicting Solana's daily closing price. The dataset used consists of historical Solana price data and network fundamentals data in the form of Total Value Locked (TVL). The research process includes data preprocessing, dividing training and test data, model training, and evaluation using the Root Mean Squared Error (RMSE) metric. The results show that using the same-day price feature has the potential to cause target leakage, resulting in invalid prediction accuracy. In testing using pure historical data without data leakage, the XGBoost model performed better than TFT with an RMSE of 4.27, while TFT produced an RMSE of 18.59. Furthermore, the integration of network fundamentals data in the form of TVL did not improve prediction accuracy and even caused a decrease in performance for the XGBoost model with an RMSE of 7.10. The results of this study show that the use of historical price action features is more effective than fundamental network indicators for short-term daily Solana price predictions.